diff --git a/.clang-format b/.clang-format index ddb374f..a690220 100644 --- a/.clang-format +++ b/.clang-format @@ -13,6 +13,8 @@ AccessModifierOffset: -4 # -IndentWidth ConstructorInitializerIndentWidth: 8 # 2 * IndentWidth BreakBeforeBraces: Allman +SeparateDefinitionBlocks: Always +EmptyLineBeforeAccessModifier: Always AllowShortFunctionsOnASingleLine: Inline AlwaysBreakTemplateDeclarations: true @@ -24,3 +26,7 @@ MaxEmptyLinesToKeep: 2 Standard: Cpp11 UseTab: Never +ContinuationIndentWidth: 4 +AlignAfterOpenBracket: true +LambdaBodyIndentation: Signature + diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml index 66e7ee2..b07480f 100644 --- a/.github/workflows/build_wheels.yml +++ b/.github/workflows/build_wheels.yml @@ -7,8 +7,8 @@ on: pull_request: env: - PYSIDE_VERSION: 6.7.1 - PIP_EXTRA_INDEX_URL: "https://download.qt.io/official_releases/QtForPython/" + PYSIDE_VERSION: 6.8.2 + #PIP_EXTRA_INDEX_URL: "https://download.qt.io/official_releases/QtForPython/" jobs: build_sdist: @@ -23,7 +23,7 @@ jobs: aqt install-qt -O "$GITHUB_WORKSPACE"/Qt linux desktop ${{ env.PYSIDE_VERSION }} PATH="$GITHUB_WORKSPACE"/Qt/${{ env.PYSIDE_VERSION }}/gcc_64/bin:$PATH" LD_LIBRARY_PATH="$GITHUB_WORKSPACE"/Qt/${{ env.PYSIDE_VERSION }}/gcc_64/lib:$LD_LIBRARY_PATH" pipx run build --sdist - name: Upload artifact - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: cibw-sdist path: dist/*.tar.gz @@ -53,16 +53,16 @@ jobs: run: | echo "GITHUB_WORKSPACE=$GITHUB_WORKSPACE" >> $GITHUB_ENV - name: Build wheels - uses: pypa/cibuildwheel@v2.18.1 + uses: pypa/cibuildwheel@v2.22.0 env: PYSIDE_VERSION: ${{ env.PYSIDE_VERSION }} PIP_EXTRA_INDEX_URL: ${{ env.PIP_EXTRA_INDEX_URL }} - CIBW_ENVIRONMENT_WINDOWS: PYSIDE_VERSION=${{ env.PYSIDE_VERSION }} PIP_EXTRA_INDEX_URL=${{ env.PIP_EXTRA_INDEX_URL }} PATH="${GITHUB_WORKSPACE}\\Qt\\${{ env.PYSIDE_VERSION }}\\msvc2019_64\\bin;$PATH" + CIBW_ENVIRONMENT_WINDOWS: PYSIDE_VERSION=${{ env.PYSIDE_VERSION }} PIP_EXTRA_INDEX_URL=${{ env.PIP_EXTRA_INDEX_URL }} PATH="${GITHUB_WORKSPACE}\\Qt\\${{ env.PYSIDE_VERSION }}\\msvc2022_64\\bin;$PATH" CIBW_ENVIRONMENT_MACOS: PYSIDE_VERSION=${{ env.PYSIDE_VERSION }} MACOSX_DEPLOYMENT_TARGET='11.0' PATH=${{ env.GITHUB_WORKSPACE }}/Qt/${{ env.PYSIDE_VERSION }}/macos/bin:$PATH CIBW_ENVIRONMENT_LINUX: PYSIDE_VERSION=${{ env.PYSIDE_VERSION }} PIP_EXTRA_INDEX_URL=${{ env.PIP_EXTRA_INDEX_URL }} PATH=${{ env.GITHUB_WORKSPACE }}/Qt/${{ env.PYSIDE_VERSION }}/gcc_64/bin:$PATH LD_LIBRARY_PATH=${{ env.GITHUB_WORKSPACE }}/Qt/${{ env.PYSIDE_VERSION }}/gcc_64/lib:$LD_LIBRARY_PATH CIBW_BEFORE_BUILD_WINDOWS: > pip install "aqtinstall" - && aqt install-qt -O ${{ env.GITHUB_WORKSPACE }}\\Qt windows desktop ${{ env.PYSIDE_VERSION }} win64_msvc2019_64 + && aqt install-qt -O ${{ env.GITHUB_WORKSPACE }}\\Qt windows desktop ${{ env.PYSIDE_VERSION }} win64_msvc2022_64 CIBW_BEFORE_BUILD_MACOS: > pip install "aqtinstall" && aqt install-qt -O "${{ env.GITHUB_WORKSPACE }}/Qt" mac desktop ${{ env.PYSIDE_VERSION }} @@ -70,7 +70,7 @@ jobs: dnf install -y /usr/lib64/libxkbcommon.so.0 /usr/lib64/libxslt.so.1 clang /usr/bin/llvm-config && pip install "aqtinstall" && aqt install-qt -O "${{ env.GITHUB_WORKSPACE }}/Qt" linux desktop ${{ env.PYSIDE_VERSION }} CIBW_REPAIR_WHEEL_COMMAND_LINUX: > - auditwheel repair -w {dest_dir} --exclude libpyside6.abi3.so.6.7 --exclude libshiboken6.abi3.so.6.7 --exclude libQt6Core.so.6 --exclude libQt6Widgets.so.6 --exclude libQt6Gui.so.6 --exclude libpyside6qml.abi3.so.6.7 --exclude libGLX.so.0 --exclude libOpenGL.so.0 --exclude libxcb.so.1 --only-plat --plat manylinux_2_28_x86_64 {wheel} + auditwheel repair -w {dest_dir} --exclude libpyside6.abi3.so.6.8 --exclude libshiboken6.abi3.so.6.8 --exclude libQt6Core.so.6 --exclude libQt6Widgets.so.6 --exclude libQt6Gui.so.6 --exclude libpyside6qml.abi3.so.6.8 --exclude libGLX.so.0 --exclude libOpenGL.so.0 --exclude libxcb.so.1 --only-plat --plat manylinux_2_28_x86_64 {wheel} CIBW_REPAIR_WHEEL_COMMAND_MACOS: CIBW_MANYLINUX_X86_64_IMAGE: manylinux_2_28 CIBW_SKIP: "*-win32 *i686 *38-* pp* *musllinux*" diff --git a/README.md b/README.md index 4c627fb..69e1f03 100644 --- a/README.md +++ b/README.md @@ -3,5 +3,42 @@ [![PyPi](https://img.shields.io/pypi/v/sciqlopplots.svg)](https://pypi.python.org/pypi/sciqlopplots) [![Coverage](https://codecov.io/gh/SciQLop/CDFpp/coverage.svg?branch=main)](https://codecov.io/gh/SciQLop/SciQLopPlots/branch/main) -# SciQLopPlots +# SciQLopPlots - A High-Performance Plotting Library for Scientific Data + +SciQLopPlots is a powerful and efficient plotting library designed for the [SciQLop](https://github.com/SciQLop/SciQLop) scientific data analysis platform. It provides interactive visualization capabilities optimized for handling large-scale scientific datasets with seamless integration into SciQLop's ecosystem. + + +## Key Features + +- **High-Performance Rendering**: Optimized for smooth interaction with large non uniform 1D, 2D datasets. +- **Interactive Visualization**: Pan, zoom, and inspect data points in real time. +- **Multiple Plot Types**: Supports time series, spectrograms, parametric curves. +- **Customizable Styling**: Adjust colors, labels, axes, and plot layouts programmatically or via GUI. +- **Cross-Platform**: Works on Windows, Linux, and macOS. + +## Installation + +SciQLopPlots can be installed as a stadalone Python package with pip. + +```bash +python -m pip install SciQLopPlots +``` + +# How to contribute + +Just fork the repository, make your changes and submit a pull request. We will be happy to review and merge your +changes. +Reports of bugs and feature requests are also welcome. Do not forget to star the project if you like it! + +# Credits + +The development of SciQLop is supported by the [CDPP](http://www.cdpp.eu/).
+We acknowledge support from the federation [Plas@Par](https://www.plasapar.sorbonne-universite.fr) + +# Thanks + +We would like to thank the developers of the following libraries that SciQLop depends on: + +- [PySide6](https://doc.qt.io/qtforpython-6/index.html) for the GUI framework and Qt bindings. +- [QCustomPlot](https://www.qcustomplot.com/) for providing the plotting library. diff --git a/SciQLopPlots/__init__.py b/SciQLopPlots/__init__.py index 671d5f7..987e3ee 100644 --- a/SciQLopPlots/__init__.py +++ b/SciQLopPlots/__init__.py @@ -1,10 +1,22 @@ from PySide6 import QtCore, QtGui, QtWidgets, QtOpenGL, QtPrintSupport, QtSvg -from .SciQLopPlotsBindings import GraphType, SciQLopPlot, SciQLopTimeSeriesPlot, SciQLopMultiPlotPanel, SciQLopGraphInterface, AxisType, SciQLopPlotRange +from . import SciQLopPlotsBindings +from .SciQLopPlotsBindings import (GraphType, SciQLopPlot, SciQLopTimeSeriesPlot, SciQLopMultiPlotPanel, + SciQLopGraphInterface, AxisType, SciQLopPlotRange, SciQLopNDProjectionPlot) from .SciQLopPlotsBindings import * +from datetime import datetime, timezone +from dateutil.parser import parse as dateparse +import sys + +sys.modules["SciQLopPlotsBindings"] = SciQLopPlotsBindings __version__ = '0.9.0' +def _merge_kwargs(kwargs, **kwargs2): + for k, v in kwargs2.items(): + if k not in kwargs and v is not None: + kwargs[k] = v + return kwargs def _patch_sciqlop_plot(cls): def plot_func(self, callback, graph_type=None, **kwargs): @@ -20,17 +32,17 @@ def plot_func(self, callback, graph_type=None, **kwargs): def plot(self, *args, name=None, labels=None, colors=None, graph_type=None, **kwargs): graph_type = graph_type or GraphType.Line + kwargs = _merge_kwargs(kwargs, name=name, labels=labels, colors=colors) + if graph_type == GraphType.ParametricCurve and len(args) in (1, 2, 4): + return cls.parametric_curve(self, *args, **kwargs) if len(args) == 1: - return plot_func(self, *args, name=name, labels=labels, - colors=colors, graph_type=graph_type, - **kwargs) + return plot_func(self, *args, graph_type=graph_type, **kwargs) if len(args) == 2: - if graph_type == GraphType.ParametricCurve: - return cls.parametric_curve(self, *args, labels=labels, colors=colors, **kwargs) if graph_type == GraphType.Line: - return cls.line(self, *args, labels=labels, colors=colors, **kwargs) + return cls.line(self, *args, **kwargs) if len(args) == 3: - return cls.colormap(self, *args, name=name, **kwargs) + return cls.colormap(self, *args, **kwargs) + print(f"only 1, 2 or 3 arguments are supported, got {len(args)}") return None @@ -38,15 +50,9 @@ def plot(self, *args, name=None, labels=None, colors=None, graph_type=None, **kw return cls -def _patch_sciqlopplotrange_iter(cls): - def __iter__(self): - return iter((self[0], self[1])) - cls.__iter__ = __iter__ - return cls - SciQLopPlot = _patch_sciqlop_plot(SciQLopPlot) SciQLopTimeSeriesPlot = _patch_sciqlop_plot(SciQLopTimeSeriesPlot) SciQLopMultiPlotPanel = _patch_sciqlop_plot(SciQLopMultiPlotPanel) +SciQLopNDProjectionPlot = _patch_sciqlop_plot(SciQLopNDProjectionPlot) -SciQLopPlotRange = _patch_sciqlopplotrange_iter(SciQLopPlotRange) diff --git a/SciQLopPlots/bindings/SciQLopPlotsBindings/meson.build b/SciQLopPlots/bindings/SciQLopPlotsBindings/meson.build index fdbbe2f..69eda9f 100644 --- a/SciQLopPlots/bindings/SciQLopPlotsBindings/meson.build +++ b/SciQLopPlots/bindings/SciQLopPlotsBindings/meson.build @@ -4,13 +4,14 @@ shiboken_generator_out = custom_target('sciqlopplots_bindings', output:generated_srcs, input:'../bindings.xml', depend_files:sciqlopplots_bindings_src+['../snippets.cpp'], - command:[python3, meson.current_source_dir()+'/../helper_scripts/shiboken-gen.py', - '--input-header', meson.current_source_dir()+'/../bindings.h', - '--input-xml', meson.current_source_dir()+'/../bindings.xml', - '--shiboken', shiboken.full_path(), - '--typesystem-paths', shiboken_typesystem, - '--build-directory', meson.project_build_root(), - '--ref-build-target', 'SciQLopPlotsBindings', - '--output-directory',meson.current_build_dir()+'/../' + command:[ + python3, meson.current_source_dir()+'/../helper_scripts/shiboken-gen.py', + '--input-header', meson.current_source_dir()+'/../bindings.h', + '--input-xml', meson.current_source_dir()+'/../bindings.xml', + '--shiboken', shiboken.full_path(), + '--typesystem-paths', shiboken_typesystem, + '--build-directory', meson.project_build_root(), + '--ref-build-target', 'SciQLopPlotsBindings', + '--output-directory',meson.current_build_dir()+'/../' ] ) diff --git a/SciQLopPlots/bindings/bindings.h b/SciQLopPlots/bindings/bindings.h index faae2b8..8b30405 100644 --- a/SciQLopPlots/bindings/bindings.h +++ b/SciQLopPlots/bindings/bindings.h @@ -10,7 +10,17 @@ #include "_QCustomPlot.hpp" #include +#include +#include +#include +#include +#include +#include +#include +#include +#include #include +#include #include #include #include @@ -20,13 +30,25 @@ #include #include #include +#include +#include #include #include #include #include #include #include +#include +#include +#include #include + +#include +#include +#include + +#include + #include #endif // SCIQLOPPLOTS_BINDINGS_H diff --git a/SciQLopPlots/bindings/bindings.xml b/SciQLopPlots/bindings/bindings.xml index 985b567..77d66b2 100644 --- a/SciQLopPlots/bindings/bindings.xml +++ b/SciQLopPlots/bindings/bindings.xml @@ -14,6 +14,15 @@ + + + + + + + + + @@ -58,6 +67,27 @@ + + + + + + if (!PyDateTimeAPI) + PyDateTime_IMPORT; + PyObject *floatObj = PyFloat_FromDouble(%CPPSELF->start()); + PyObject *timeTuple = Py_BuildValue("(O)", floatObj); + return PyDateTime_FromTimestamp(timeTuple); + + + + + if (!PyDateTimeAPI) + PyDateTime_IMPORT; + PyObject *floatObj = PyFloat_FromDouble(%CPPSELF->stop()); + PyObject *timeTuple = Py_BuildValue("(O)", floatObj); + return PyDateTime_FromTimestamp(timeTuple); + + return PyLong_AsSsize_t(PyLong_FromLong(2)); @@ -82,110 +112,330 @@ } + + + + + + + + + + - - - + + + + + + + + + + - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - + + + + + + + + + + + + + + + + + + + + + + + - - - - + + + + + + + + + + + + + - - - - + + + + + + + + + + + + + - - - - + + + + + + + + + + + + + + + - - - + + + + + + + + + + + - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - + + + + + + + + + + + + + + + + + + + + + + + - - - - - + + + + + + + + + + + + + + + - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + - - - - - - + + + + + + + + + + + + + + + + + + - - - - - - + + + + + + + + + + + + + - - + + + + + + @@ -202,9 +452,25 @@ + - + + + + + + + + + + + + + + + + @@ -228,6 +494,36 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/SciQLopPlots/bindings/helper_scripts/shiboken-gen.py b/SciQLopPlots/bindings/helper_scripts/shiboken-gen.py index 610a448..1789cf8 100644 --- a/SciQLopPlots/bindings/helper_scripts/shiboken-gen.py +++ b/SciQLopPlots/bindings/helper_scripts/shiboken-gen.py @@ -37,7 +37,7 @@ def cpp_flags(build_dir, ref_build_target): '--avoid-protected-hack', '--enable-pyside-extensions', #'--debug-level=full', - '-std=c++17', + '-std=c++20', '--generator-set=shiboken'] if 'linux' in platform.system().lower(): @@ -68,9 +68,19 @@ def cpp_flags(build_dir, ref_build_target): cmd = [args.shiboken, args.input_header, args.input_xml ] + shiboken_constant_args + cpp_flags(args.build_directory, args.ref_build_target) + [ f'--typesystem-paths={args.typesystem_paths}', f'--output-directory={args.output_directory}'] -subprocess.run( - cmd, - check=True, - env=env -) +try: + r = subprocess.run( + cmd, + check=True, + env=env, + capture_output=True + ) +except subprocess.CalledProcessError as e: + print(e) + print(e.stdout.decode()) + print(e.stderr.decode()) + sys.exit(e.returncode) +print(r.stdout.decode()) +print(r.stderr.decode()) +sys.exit(r.returncode) diff --git a/SciQLopPlots/bindings/helper_scripts/src_list.py b/SciQLopPlots/bindings/helper_scripts/src_list.py index 264b6e4..a503bef 100755 --- a/SciQLopPlots/bindings/helper_scripts/src_list.py +++ b/SciQLopPlots/bindings/helper_scripts/src_list.py @@ -28,6 +28,7 @@ def find_all_objects(node, found=None): for sp in smart_ptrs: classes = sp.attrib.get('instantiations', '').split(',') for c in classes: + c = c.split('=')[0].strip() found.append(f"{sp.attrib['name']}_{c}") for item in node.findall('namespace-type'): if item.attrib.get('visible', 'true') in ['true', 'auto']: diff --git a/SciQLopPlots/meson.build b/SciQLopPlots/meson.build index d132856..09d91ae 100644 --- a/SciQLopPlots/meson.build +++ b/SciQLopPlots/meson.build @@ -5,6 +5,7 @@ cpp_utils_dep = dependency('cpp_utils', fallback : ['cpp_utils', 'cpp_utils_dep' hedley_dep = dependency('hedley', main : true, fallback : ['hedley', 'hedley_dep']) fmt_dep = dependency('fmt', static:true) gl_dep = dependency('gl') +QCustomPlot_dep = dependency('qcustomplot') qmake_possible_names = ['qmake-qt6','qmake6','qmake'] pyside_version = '6' @@ -17,10 +18,12 @@ src_list = find_program('bindings/helper_scripts/src_list.py') shiboken_helper = find_program('bindings/helper_scripts/shiboken-helper.py') shiboken_gen = find_program('bindings/helper_scripts/shiboken-gen.py') - shiboken = find_program(f'shiboken@pyside_version@') qmake = find_program(qmake_possible_names) +message(find_program('python3', required:true).full_path()) + + pymod = import('python') python3 = pymod.find_installation('python3', modules:[f'PySide@pyside_version@', f'shiboken@pyside_version@', @@ -53,11 +56,17 @@ shiboken_dep = declare_dependency(compile_args: shiboken_build_flags, link_args: moc_headers = [ 'bindings/_QCustomPlot.hpp', + project_source_root + '/include/SciQLopPlots/Debug.hpp', + project_source_root + '/include/SciQLopPlots/Profiling.hpp', + project_source_root + '/include/SciQLopPlots/unique_names_factory.hpp', project_source_root + '/include/SciQLopPlots/enums.hpp', project_source_root + '/include/SciQLopPlots/SciQLopPlotRange.hpp', project_source_root + '/include/SciQLopPlots/SciQLopPlotInterface.hpp', + project_source_root + '/include/SciQLopPlots/SciQLopPlotLegendInterface.hpp', + project_source_root + '/include/SciQLopPlots/SciQLopPlotLegend.hpp', project_source_root + '/include/SciQLopPlots/SciQLopPlot.hpp', project_source_root + '/include/SciQLopPlots/SciQLopTimeSeriesPlot.hpp', + project_source_root + '/include/SciQLopPlots/SciQLopNDProjectionPlot.hpp', project_source_root + '/include/SciQLopPlots/SciQLopPlotAxis.hpp', project_source_root + '/include/SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp', project_source_root + '/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotObject.hpp', @@ -69,41 +78,86 @@ moc_headers = [ project_source_root + '/include/SciQLopPlots/MultiPlots/TimeAxisSynchronizer.hpp', project_source_root + '/include/SciQLopPlots/MultiPlots/VPlotsAlign.hpp', project_source_root + '/include/SciQLopPlots/Plotables/SciQLopGraphInterface.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/SciQLopGraphComponent.hpp', project_source_root + '/include/SciQLopPlots/Plotables/QCPAbstractPlottableWrapper.hpp', project_source_root + '/include/SciQLopPlots/Plotables/SciQLopCurve.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp', project_source_root + '/include/SciQLopPlots/Plotables/SciQLopLineGraph.hpp', project_source_root + '/include/SciQLopPlots/Plotables/SciQLopColorMap.hpp', - project_source_root + '/include/SciQLopPlots/Plotables/SciQLopLineGraphResampler.hpp', - project_source_root + '/include/SciQLopPlots/Plotables/SciQLopCurveResampler.hpp', - project_source_root + '/include/SciQLopPlots/Plotables/SciQLopColorMapResampler.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/Resamplers/AbstractResampler.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/Resamplers/SciQLopLineGraphResampler.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/Resamplers/SciQLopCurveResampler.hpp', + project_source_root + '/include/SciQLopPlots/Plotables/Resamplers/SciQLopColorMapResampler.hpp', project_source_root + '/include/SciQLopPlots/Items/SciQLopVerticalSpan.hpp', project_source_root + '/include/SciQLopPlots/Items/SciQLopPlotItem.hpp', project_source_root + '/include/SciQLopPlots/Items/SciQLopTracer.hpp', project_source_root + '/include/SciQLopPlots/Items/QCPItemRichText.hpp', + project_source_root + '/include/SciQLopPlots/Items/SciQLopPixmapItem.hpp', project_source_root + '/include/SciQLopPlots/DataProducer/DataProducer.hpp', - project_source_root + '/qcustomplot-source/qcustomplot.h' + project_source_root + '/include/SciQLopPlots/DragNDrop/PlotDragNDropCallback.hpp', + project_source_root + '/include/SciQLopPlots/DragNDrop/PlaceHolderManager.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/InspectorBase.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Model/Model.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Model/Node.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopMultiPlotPanelInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopPlotInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionPlotInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionCurvesInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphInterfaceInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphComponentInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/Inspectors/SciQLopColorMapInspector.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/View/TreeView.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/View/InspectorView.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertyDelegateBase.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertyDelegates.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopMultiPlotPanelDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/View/PropertiesPanel.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/View/PropertiesView.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/BooleanDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LineDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LegendDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorGradientDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotAxisDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopColorMapDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphComponentDelegate.hpp', + project_source_root + '/include/SciQLopPlots/Products/ProductsModel.hpp', + project_source_root + '/include/SciQLopPlots/Products/ProductsNode.hpp', + project_source_root + '/include/SciQLopPlots/Products/ProductsView.hpp', + project_source_root + '/include/SciQLopPlots/Icons/icons.hpp' ] moc_sources = [] headers = moc_headers + \ [project_source_root+'/include/SciQLopPlots/Python/PythonInterface.hpp', + project_source_root+'/include/SciQLopPlots/Python/Views.hpp', project_source_root+'/include/SciQLopPlots/constants.hpp'] includes = include_directories(['../include', '../qcustomplot-source']) -moc_files = qtmod.preprocess( - moc_headers : moc_headers, - moc_sources : moc_sources, +moc_files = qtmod.compile_moc( + headers : moc_headers, + sources : moc_sources, include_directories : includes) +resources_files = qtmod.compile_resources(sources : ['../resources/resources.qrc']) sources = moc_files \ + + resources_files \ + sciqlopplots_bindings_src \ + shiboken_generator_out \ + [ + '../src/Profiling.cpp', '../src/PythonInterface.cpp', + '../src/SciQLopPlotInterface.cpp', '../src/SciQLopPlot.cpp', + '../src/SciQLopPlotLegend.cpp', '../src/SciQLopTimeSeriesPlot.cpp', + '../src/SciQLopNDProjectionPlot.cpp', '../src/SciQLopPlotAxis.cpp', '../src/SciQLopPlotCollection.cpp', '../src/AxisSynchronizer.cpp', @@ -114,35 +168,81 @@ sources = moc_files \ '../src/SciQLopMultiPlotPanel.cpp', '../src/SciQLopPlotContainer.cpp', '../src/MultiPlotsVSpan.cpp', + '../src/SciQLopPixmapItem.cpp', '../src/SciQLopGraphInterface.cpp', + '../src/SciQLopGraphComponentInterface.cpp', + '../src/SciQLopGraphComponent.cpp', '../src/QCPAbstractPlottableWrapper.cpp', '../src/SciQLopPlotItem.cpp', '../src/SciQLopVerticalSpan.cpp', '../src/SciQLopLineGraph.cpp', - '../src/SciQLopLineGraphResampler.cpp', '../src/SciQLopCurve.cpp', - '../src/SciQLopCurveResampler.cpp', + '../src/SciQLopNDProjectionCurves.cpp', '../src/SciQLopColorMap.cpp', + '../src/AbstractResampler.cpp', + '../src/SciQLopLineGraphResampler.cpp', + '../src/SciQLopCurveResampler.cpp', '../src/SciQLopColorMapResampler.cpp', '../src/SciQLopTracer.cpp', '../src/QCPItemRichText.cpp', '../src/DataProducer.cpp', - '../qcustomplot-source/qcustomplot.cpp' + '../src/InspectorBase.cpp', + '../src/Inspectors.cpp', + '../src/Model.cpp', + '../src/Node.cpp', + '../src/SciQLopMultiPlotPanelInspector.cpp', + '../src/SciQLopPlotInspector.cpp', + '../src/SciQLopNDProjectionPlotInspector.cpp', + '../src/SciQLopNDProjectionCurvesInspector.cpp', + '../src/SciQLopGraphInterfaceInspector.cpp', + '../src/SciQLopGraphComponentInspector.cpp', + '../src/SciQLopColorMapInspector.cpp', + '../src/TreeView.cpp', + '../src/InspectorView.cpp', + '../src/PropertyDelegateBase.cpp', + '../src/SciQLopMultiPlotPanelDelegate.cpp', + '../src/PropertiesPanel.cpp', + '../src/PropertiesView.cpp', + '../src/BooleanDelegate.cpp', + '../src/SciQLopPlotDelegate.cpp', + '../src/LegendDelegate.cpp', + '../src/SciQLopGraphDelegate.cpp', + '../src/SciQLopColorMapDelegate.cpp', + '../src/SciQLopGraphComponentDelegate.cpp', + '../src/SciQLopPlotAxisDelegate.cpp', + '../src/ColorDelegate.cpp', + '../src/LineDelegate.cpp', + '../src/ColorGradientDelegate.cpp', + '../src/ProductsModel.cpp', + '../src/ProductsNode.cpp', + '../src/ProductsView.cpp', + '../src/icons.cpp' + # '../qcustomplot-source/qcustomplot.cpp' ] cpp_args = [] -if target_machine.system() != 'darwin' - cpp_args += ['-DQCUSTOMPLOT_USE_OPENGL'] -endif +#if target_machine.system() != 'darwin' +# cpp_args += ['-DQCUSTOMPLOT_USE_OPENGL'] +#endif if get_option('trace_refcount') == true cpp_args += ['-D_TRACE_REF_COUNT'] endif +optional_deps = [] + +if get_option ( 'tracy_enable') + if get_option ( 'buildtype') != 'debugoptimized' + warning ( 'Profiling builds should set -- buildtype = debugoptimized') + endif + tracy = dependency ( 'tracy', static : true ) + optional_deps += [ tracy ] +endif + sciqlopplots_bindings = python3.extension_module('SciQLopPlotsBindings', sources, - dependencies : [ python3_dep, shiboken_dep, qtdeps, cpp_utils_dep, gl_dep, fmt_dep], + dependencies : [ python3_dep, shiboken_dep, qtdeps, QCustomPlot_dep, cpp_utils_dep, gl_dep, fmt_dep] + optional_deps, cpp_args: cpp_args, subdir : 'SciQLopPlots', install: true, diff --git a/include/SciQLopPlots/DataProducer/DataProducer.hpp b/include/SciQLopPlots/DataProducer/DataProducer.hpp index 18f3330..6972794 100644 --- a/include/SciQLopPlots/DataProducer/DataProducer.hpp +++ b/include/SciQLopPlots/DataProducer/DataProducer.hpp @@ -43,11 +43,13 @@ struct _3D_data PyBuffer z; }; +using _NDdata = QList; + class DataProviderInterface : public QObject { Q_OBJECT - std::variant m_next_state; - std::variant m_current_state; + std::variant m_next_state; + std::variant m_current_state; QTimer* m_rate_limit_timer; QMutex m_mutex; bool m_has_pending_change = false; @@ -57,9 +59,12 @@ class DataProviderInterface : public QObject #endif Q_SLOT void _threaded_update(); + void _notify_new_data(const QList& data); + void _range_based_update(const SciQLopPlotRange& new_range); void _data_based_update(const _2D_data& new_data); void _data_based_update(const _3D_data& new_data); + void _data_based_update(const _NDdata& new_data); inline Q_SLOT void _start_timer() @@ -77,17 +82,20 @@ class DataProviderInterface : public QObject virtual QList get_data(double lower, double upper); virtual QList get_data(PyBuffer x, PyBuffer y); virtual QList get_data(PyBuffer x, PyBuffer y, PyBuffer z); + virtual QList get_data(QList values); #ifndef BINDINGS_H Q_SIGNAL void new_data_3d(PyBuffer x, PyBuffer y, PyBuffer z); Q_SIGNAL void new_data_2d(PyBuffer x, PyBuffer y); + Q_SIGNAL void new_data_nd(QList values); #endif protected: void set_range(SciQLopPlotRange new_range) noexcept; void set_data(_2D_data new_data) noexcept; void set_data(_3D_data new_data) noexcept; + void set_data(_NDdata new_data) noexcept; friend class DataProviderWorker; }; @@ -122,6 +130,11 @@ class DataProviderWorker : public QObject { m_data_provider->set_data(_3D_data { x, y, z }); } + + inline Q_SLOT virtual void set_data(QList values) + { + m_data_provider->set_data(values); + } }; @@ -181,10 +194,13 @@ class SimplePyCallablePipeline : public QObject inline Q_SLOT void set_range(const SciQLopPlotRange& range) { m_worker->set_range(range); } inline Q_SLOT void set_data(PyBuffer x, PyBuffer y) { m_worker->set_data(x, y); } inline Q_SLOT void set_data(PyBuffer x, PyBuffer y, PyBuffer z) { m_worker->set_data(x, y, z); } + inline Q_SLOT void set_data(QList values) { m_worker->set_data(values); } + #ifndef BINDINGS_H Q_SIGNAL void new_data_3d(PyBuffer x, PyBuffer y, PyBuffer z); Q_SIGNAL void new_data_2d(PyBuffer x, PyBuffer y); + Q_SIGNAL void new_data_nd(QList values); #endif }; diff --git a/include/SciQLopPlots/Debug.hpp b/include/SciQLopPlots/Debug.hpp new file mode 100644 index 0000000..2d10c0f --- /dev/null +++ b/include/SciQLopPlots/Debug.hpp @@ -0,0 +1,48 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include + +#ifdef DEBUG + +#define WARN_ABSTRACT_METHOD \ + { \ + std::cout << "Abstract method called:" << __PRETTY_FUNCTION__ << std::endl; \ + } + +#define DEBUG_MESSAGE(message) \ + { \ + std::cout << message << std::endl; \ + } + +#define WARN_UNSUPPORTED_FUNCTIONALITY \ + { \ + std::cout << "Unsupported functionality:" << __PRETTY_FUNCTION__ << std::endl; \ + } + +#else + +#define WARN_ABSTRACT_METHOD +#define DEBUG_MESSAGE(message) +#define WARN_UNSUPPORTED_FUNCTIONALITY + +#endif diff --git a/include/SciQLopPlots/DragNDrop/PlaceHolderManager.hpp b/include/SciQLopPlots/DragNDrop/PlaceHolderManager.hpp new file mode 100644 index 0000000..f512f19 --- /dev/null +++ b/include/SciQLopPlots/DragNDrop/PlaceHolderManager.hpp @@ -0,0 +1,184 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp" +#include +#include +#include +#include +#include +#include +#include + + +enum class DropLocation +{ + NewPlot, + ExistingPlot, +}; + +struct DropResult +{ + DropLocation location; + int index; +}; + +class PlaceHolder : public SciQLopPlotInterface +{ + Q_OBJECT + +public: + PlaceHolder(QWidget* parent = nullptr) : SciQLopPlotInterface(parent, "PlaceHolder") + { + setStyleSheet("background-color: #BBD5EE; border: 1px solid #2A7FD4"); + setSizePolicy(QSizePolicy::Expanding, QSizePolicy::Fixed); + } +}; + +class PlaceHolderManager : public QObject +{ + Q_OBJECT + + enum class PlaceHolderLocation + { + None, + Top, + Bottom + }; + + PlaceHolder* _place_holder = nullptr; + QWidget* _parent = nullptr; + + PlaceHolderLocation _compute_location(const QPointF& pos) const + { + if (auto index = _interface()->index(pos); index != -1) + { + auto plot = _interface()->plot_at(index); + auto plot_top = plot->geometry().top(); + auto plot_bottom = plot->geometry().bottom(); + auto upper_30_percent = plot_top + 0.3 * plot->geometry().height(); + auto lower_30_percent = plot_bottom - 0.3 * plot->geometry().height(); + if (pos.y() < upper_30_percent) + { + return PlaceHolderLocation::Top; + } + if (pos.y() > lower_30_percent) + { + return PlaceHolderLocation::Bottom; + } + } + return PlaceHolderLocation::None; + } + + SciQLopPlotInterface* _plot_at(const QPointF& pos) const + { + if (auto index = _interface()->index(pos); index != -1) + { + return _interface()->plot_at(index); + } + return nullptr; + } + + inline PlaceHolder* _create_place_holder(int index) + { + auto place_holder = new PlaceHolder(); + place_holder->setMinimumHeight(0.9 * _parent->height() / (1 + _interface()->size())); + _interface()->insert_plot(index, place_holder); + return place_holder; + } + + inline void _remove_place_holder() + { + _interface()->remove_plot(_place_holder); + _place_holder = nullptr; + } + + inline PlaceHolder* _create_place_holder_if_needed(const QPointF& pos) + { + if (_interface()->empty()) + { + return _create_place_holder(0); + } + auto location = _compute_location(pos); + switch (location) + { + case PlaceHolderLocation::Top: + return _create_place_holder(std::max(0, _interface()->index(pos) - 1)); + case PlaceHolderLocation::Bottom: + return _create_place_holder(_interface()->index(pos) + 1); + default: + break; + } + + return nullptr; + } + + inline SciQLopPlotCollectionInterface* _interface() const + { + return dynamic_cast(_parent); + } + + +public: + PlaceHolderManager(QWidget* parent = nullptr) : QObject(parent), _parent { parent } { } + + inline void dragEnterEvent(QDragEnterEvent* event) + { + _place_holder = _create_place_holder_if_needed(event->position()); + } + + inline void dragMoveEvent(QDragMoveEvent* event) + { + if (_place_holder) + { + if (_plot_at(event->position()) != _place_holder) + { + _remove_place_holder(); + return; + } + } + else + { + _place_holder = _create_place_holder_if_needed(event->position()); + } + } + + inline void dragLeaveEvent(QDragLeaveEvent* event) + { + if (_place_holder) + { + _remove_place_holder(); + } + } + + inline DropResult dropEvent(QDropEvent* event) + { + if (_place_holder) + { + int index = _interface()->index(_place_holder); + _remove_place_holder(); + return { DropLocation::NewPlot, index }; + } + return { DropLocation::ExistingPlot, + _interface()->index_from_global_position(QCursor::pos()) }; + } +}; diff --git a/include/SciQLopPlots/DragNDrop/PlotDragNDropCallback.hpp b/include/SciQLopPlots/DragNDrop/PlotDragNDropCallback.hpp new file mode 100644 index 0000000..ee31835 --- /dev/null +++ b/include/SciQLopPlots/DragNDrop/PlotDragNDropCallback.hpp @@ -0,0 +1,48 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/SciQLopPlotInterface.hpp" +#include +#include + +class PlotDragNDropCallback : public QObject +{ + Q_OBJECT + QString _mime_type; + bool _create_placeholder = false; + +public: + PlotDragNDropCallback( + const QString& mime_type, bool create_placeholder = false, QObject* parent = nullptr) + : QObject(parent), _mime_type(mime_type), _create_placeholder(create_placeholder) + { + } + + inline const QString& mime_type() const { return _mime_type; } + + virtual ~PlotDragNDropCallback() = default; + + inline virtual void call(SciQLopPlotInterface* plot, const QMimeData* mimeData) { } + + inline bool create_placeholder() const { return _create_placeholder; } +}; diff --git a/include/SciQLopPlots/Icons/icons.hpp b/include/SciQLopPlots/Icons/icons.hpp new file mode 100644 index 0000000..4ae8688 --- /dev/null +++ b/include/SciQLopPlots/Icons/icons.hpp @@ -0,0 +1,44 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include +#include + +class Icons : public QObject +{ + Q_OBJECT + + QMap m_icons; + + +public: + Icons(QObject* parent = nullptr); + virtual ~Icons() = default; + + static const QIcon& get_icon(const QString& name); + static void add_icon(const QString& name, const QIcon& icon, const QStringList& aliases = {}); + + inline static QStringList icons() { return instance()->m_icons.keys(); } + + static Icons* instance(); +}; diff --git a/include/SciQLopPlots/Inspector/InspectorBase.hpp b/include/SciQLopPlots/Inspector/InspectorBase.hpp new file mode 100644 index 0000000..320670a --- /dev/null +++ b/include/SciQLopPlots/Inspector/InspectorBase.hpp @@ -0,0 +1,46 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include +#include + +class PlotsModelNode; + +class InspectorBase : public QObject +{ + Q_OBJECT + +public: + using compatible_type = QObject; + InspectorBase(QObject* parent = nullptr); + virtual ~InspectorBase() = default; + + virtual QList children(QObject* obj); + virtual QObject* child(const QString& name, QObject* obj); + virtual QIcon icon(const QObject* const obj); + virtual QString tooltip(const QObject* const obj); + virtual void connect_node(PlotsModelNode* node, QObject* const obj); + virtual void set_selected(QObject* obj, bool selected); + virtual bool selected(const QObject* obj); + virtual bool deletable(const QObject* obj); +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors.hpp b/include/SciQLopPlots/Inspector/Inspectors.hpp new file mode 100644 index 0000000..dbe077d --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors.hpp @@ -0,0 +1,73 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Debug.hpp" +#include +#include + +class InspectorBase; + +class Inspectors : public QObject +{ + + Q_OBJECT + + QMap m_inspectors; + + Inspectors() { } + +public: + virtual ~Inspectors() = default; + + inline static Inspectors& instance() + { + static Inspectors instance; + return instance; + } + + inline static int registerInspector(const QString& typeName, InspectorBase* inspector) + { + instance().m_inspectors[typeName] = inspector; + return instance().m_inspectors.size(); + } + + template + inline static auto + registerInspector(InspectorBase* inspector) -> decltype(T::staticMetaObject.className(), int()) + { + return registerInspector(T::staticMetaObject.className(), inspector); + } + + inline static InspectorBase* inspector(const QString& typeName) + { + DEBUG_MESSAGE("Looking for inspector for type : " << typeName.toStdString()); + DEBUG_MESSAGE( + "Available inspectors : " << instance().m_inspectors.keys().join(", ").toStdString()); + return instance().m_inspectors.value(typeName, nullptr); + } + + static InspectorBase* inspector(const QObject* obj); +}; + +#define REGISTER_INSPECTOR(INSPECTOR) \ + static int _id_##INSPECTOR \ + = Inspectors::registerInspector(new INSPECTOR()); diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopColorMapInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopColorMapInspector.hpp new file mode 100644 index 0000000..d0aed58 --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopColorMapInspector.hpp @@ -0,0 +1,59 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Plotables/SciQLopColorMap.hpp" +#include +#include +#include + +class SciQLopColorMapInspector : public InspectorBase +{ + Q_OBJECT + inline SciQLopColorMap* _colormap(QObject* obj) { return qobject_cast(obj); } + +public: + using compatible_type = SciQLopColorMap; + + SciQLopColorMapInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphComponentInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphComponentInspector.hpp new file mode 100644 index 0000000..47c827b --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphComponentInspector.hpp @@ -0,0 +1,72 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Plotables/SciQLopGraphInterface.hpp" +#include +#include +#include + +class SciQLopGraphComponentInspector : public InspectorBase +{ + Q_OBJECT + + inline SciQLopGraphComponentInterface* _component(QObject* obj) + { + return qobject_cast(obj); + } + + inline const SciQLopGraphComponentInterface* _component(const QObject* obj) + { + return qobject_cast(obj); + } + +public: + using compatible_type = SciQLopGraphComponentInterface; + + SciQLopGraphComponentInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; + + virtual bool selected(const QObject* obj) Q_DECL_OVERRIDE; + + inline virtual bool deletable(const QObject* obj) Q_DECL_OVERRIDE { return false; } +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphInterfaceInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphInterfaceInspector.hpp new file mode 100644 index 0000000..a27cd38 --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopGraphInterfaceInspector.hpp @@ -0,0 +1,69 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Plotables/SciQLopGraphInterface.hpp" +#include +#include +#include + +class SciQLopGraphInterfaceInspector : public InspectorBase +{ + Q_OBJECT + + inline SciQLopGraphInterface* _graph(QObject* obj) + { + return qobject_cast(obj); + } + + inline const SciQLopGraphInterface* _graph(const QObject* obj) + { + return qobject_cast(obj); + } + +public: + using compatible_type = SciQLopGraphInterface; + + SciQLopGraphInterfaceInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; + virtual bool selected(const QObject* obj) Q_DECL_OVERRIDE; +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopMultiPlotPanelInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopMultiPlotPanelInspector.hpp new file mode 100644 index 0000000..071fd79 --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopMultiPlotPanelInspector.hpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp" +#include +#include +#include + +class SciQLopMultiPlotPanelInspector : public InspectorBase +{ + Q_OBJECT + + inline SciQLopMultiPlotPanel* _panel(QObject* obj) + { + return qobject_cast(obj); + } + +public: + using compatible_type = SciQLopMultiPlotPanel; + + SciQLopMultiPlotPanelInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionCurvesInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionCurvesInspector.hpp new file mode 100644 index 0000000..ed0274b --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionCurvesInspector.hpp @@ -0,0 +1,69 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp" +#include +#include +#include + +class SciQLopNDProjectionCurvesInspector : public InspectorBase +{ + Q_OBJECT + + inline SciQLopNDProjectionCurves* _graph(QObject* obj) + { + return qobject_cast(obj); + } + + inline const SciQLopNDProjectionCurves* _graph(const QObject* obj) + { + return qobject_cast(obj); + } + +public: + using compatible_type = SciQLopNDProjectionCurves; + + SciQLopNDProjectionCurvesInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; + virtual bool selected(const QObject* obj) Q_DECL_OVERRIDE; +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionPlotInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionPlotInspector.hpp new file mode 100644 index 0000000..1f7baf8 --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionPlotInspector.hpp @@ -0,0 +1,59 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/SciQLopNDProjectionPlot.hpp" +#include +#include +#include + +class SciQLopNDProjectionPlotInspector : public InspectorBase +{ + Q_OBJECT + inline SciQLopNDProjectionPlot* _plot(QObject* obj) { return qobject_cast(obj); } + +public: + using compatible_type = SciQLopNDProjectionPlot; + + SciQLopNDProjectionPlotInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; +}; diff --git a/include/SciQLopPlots/Inspector/Inspectors/SciQLopPlotInspector.hpp b/include/SciQLopPlots/Inspector/Inspectors/SciQLopPlotInspector.hpp new file mode 100644 index 0000000..d461f9d --- /dev/null +++ b/include/SciQLopPlots/Inspector/Inspectors/SciQLopPlotInspector.hpp @@ -0,0 +1,59 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/SciQLopPlot.hpp" +#include +#include +#include + +class SciQLopPlotInspector : public InspectorBase +{ + Q_OBJECT + inline SciQLopPlot* _plot(QObject* obj) { return qobject_cast(obj); } + +public: + using compatible_type = SciQLopPlot; + + SciQLopPlotInspector() : InspectorBase() { } + + virtual QList children(QObject* obj) Q_DECL_OVERRIDE; + + virtual QObject* child(const QString& name, QObject* obj) Q_DECL_OVERRIDE; + + inline virtual QIcon icon(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QIcon(); + } + + inline virtual QString tooltip(const QObject* const obj) Q_DECL_OVERRIDE + { + Q_UNUSED(obj); + return QString(); + } + + virtual void connect_node(PlotsModelNode* node, QObject* const obj) Q_DECL_OVERRIDE; + + virtual void set_selected(QObject* obj, bool selected) Q_DECL_OVERRIDE; +}; diff --git a/include/SciQLopPlots/Inspector/Model/Model.hpp b/include/SciQLopPlots/Inspector/Model/Model.hpp new file mode 100644 index 0000000..8835b66 --- /dev/null +++ b/include/SciQLopPlots/Inspector/Model/Model.hpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/Model/Node.hpp" +#include +#include + +class PlotsModel : public QAbstractItemModel +{ + Q_OBJECT + PlotsModelNode* m_rootNode; + + Q_SLOT void node_changed(PlotsModelNode* node); + Q_SLOT void node_selection_changed(PlotsModelNode* node, bool selected); + Q_SLOT void children_destroyed(PlotsModelNode* parent, int index); + QModelIndex make_index(PlotsModelNode* node); + + +public: + PlotsModel(QObject* parent = nullptr); + ~PlotsModel() = default; + + QModelIndex index(int row, int column, + const QModelIndex& parent = QModelIndex()) const override; + QModelIndex parent(const QModelIndex& index) const override; + int rowCount(const QModelIndex& parent = QModelIndex()) const override; + int columnCount(const QModelIndex& parent = QModelIndex()) const override; + QVariant data(const QModelIndex& index, int role = Qt::DisplayRole) const override; + Qt::ItemFlags flags(const QModelIndex& index) const override; + + bool removeRows(int row, int count, const QModelIndex& parent = QModelIndex()) override; + + void set_selected(const QList& indexes, bool selected); + + Q_SLOT void addTopLevelNode(QObject* obj); + + static PlotsModel* instance(); + static QObject* object(const QModelIndex& index); + +#ifndef BINDINGS_H + Q_SIGNAL void item_selection_changed(const QModelIndex& index, bool selected); + Q_SIGNAL void top_level_nodes_list_changed(); +#endif // !BINDINGS_H +}; diff --git a/include/SciQLopPlots/Inspector/Model/Node.hpp b/include/SciQLopPlots/Inspector/Model/Node.hpp new file mode 100644 index 0000000..15fd4ea --- /dev/null +++ b/include/SciQLopPlots/Inspector/Model/Node.hpp @@ -0,0 +1,104 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include +#include +#include + +class InspectorBase; + +class PlotsModelNode : public QObject +{ + Q_OBJECT + QPointer m_obj; + InspectorBase* m_inspector; + QList m_children; + + void _child_destroyed(PlotsModelNode* child); + PlotsModelNode* _root_node(); + bool _deletable = true; + +public: + PlotsModelNode(QObject* obj, QObject* parent = nullptr); + ~PlotsModelNode() = default; + + PlotsModelNode* insert_child(QObject* obj, int row = -1); + + inline QString name() { return objectName(); } + + PlotsModelNode* child_node(const QString& name); + + inline QList children_nodes() { return m_children; } + + PlotsModelNode* parent_node() { return qobject_cast(parent()); } + + inline PlotsModelNode* child(int row) { return m_children.value(row, nullptr); } + + inline int child_row(PlotsModelNode* child) { return m_children.indexOf(child); } + + int child_row(QObject* obj); + + inline int children_count() { return m_children.size(); } + + bool remove_child(int row); + + QIcon icon(); + QString tooltip(); + + Q_SLOT void setName(const QString& name); + Q_SLOT void update_children(); + + inline bool holds(QObject* obj) + { + if (m_obj) + return m_obj == obj && m_obj->objectName() == obj->objectName(); + return false; + } + + inline bool contains(QObject* obj) + { + for (auto child : m_children) + { + if (child->holds(obj)) + return true; + } + return false; + } + + void set_selected(bool selected); + + inline void set_deletable(bool deletable) { _deletable = deletable; } + + inline bool deletable() { return _deletable; } + + void destroy(); + + inline QObject* object() { return m_obj; } + +#ifndef BINDINGS_H + Q_SIGNAL void nameChanged(PlotsModelNode* node); + Q_SIGNAL void childrenChanged(PlotsModelNode* node); + Q_SIGNAL void childrenDestroyed(PlotsModelNode* parent, int row); + Q_SIGNAL void selectionChanged(PlotsModelNode* node, bool selected); +#endif +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/BooleanDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/BooleanDelegate.hpp new file mode 100644 index 0000000..f76cdf5 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/BooleanDelegate.hpp @@ -0,0 +1,44 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include +#include + +class BooleanDelegate : public QCheckBox +{ + Q_OBJECT + +public: + Q_PROPERTY(bool value READ value WRITE set_value NOTIFY value_changed) + + BooleanDelegate(bool value, QWidget* parent = nullptr); + virtual ~BooleanDelegate() = default; + + void set_value(const bool value); + bool value() const; + +#ifndef BINDINGS_H + Q_SIGNAL void value_changed(bool value); +#endif + +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorDelegate.hpp new file mode 100644 index 0000000..34c18b9 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorDelegate.hpp @@ -0,0 +1,51 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include +#include + +#include + +class ColorDelegate : public QPushButton +{ + Q_OBJECT + + QColor m_color; + +public: + Q_PROPERTY(QColor color READ color WRITE setColor NOTIFY colorChanged) + + ColorDelegate(QColor color, QWidget* parent = nullptr); + virtual ~ColorDelegate() = default; + + void setColor(const QColor& color); + QColor color() const; + +#ifndef BINDINGS_H + Q_SIGNAL void colorChanged(const QColor& color); +#endif + +protected: + Q_SLOT void pick_color(); + void paintEvent(QPaintEvent* event) override; +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorGradientDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorGradientDelegate.hpp new file mode 100644 index 0000000..be28819 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorGradientDelegate.hpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/enums.hpp" +#include +#include +#include + +class ColorGradientItemDelegate : public QStyledItemDelegate +{ + Q_OBJECT + + QSize _text_size_hint(const QString& text) const; + QSize _gradient_size_hint() const; + int _h_margin = 5; + int _v_margin = 5; + +public: + ColorGradientItemDelegate(QObject* parent = nullptr); + virtual ~ColorGradientItemDelegate() = default; + + virtual void paint(QPainter* painter, const QStyleOptionViewItem& option, + const QModelIndex& index) const override; + virtual QSize sizeHint(const QStyleOptionViewItem& option, + const QModelIndex& index) const override; +}; + +class ColorGradientDelegate : public QComboBox +{ + Q_OBJECT + + ColorGradient m_gradient; + +public: + ColorGradientDelegate(ColorGradient gradient, QWidget* parent = nullptr); + virtual ~ColorGradientDelegate() = default; + + void setGradient(ColorGradient gradient); + ColorGradient gradient() const; + +#ifndef BINDINGS_H + Q_SIGNAL void gradientChanged(ColorGradient gradient); +#endif +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LegendDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LegendDelegate.hpp new file mode 100644 index 0000000..3eb08b2 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LegendDelegate.hpp @@ -0,0 +1,47 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include +#include +#include +class BooleanDelegate; + +class LegendDelegate : public QWidget +{ + Q_OBJECT + + QFormLayout* m_layout; + BooleanDelegate* m_visible; + +public: + + LegendDelegate(bool visible, QWidget* parent = nullptr); + virtual ~LegendDelegate() = default; + + void set_visible(bool visible); + +#ifndef BINDINGS_H + Q_SIGNAL void visibility_changed(bool value); +#endif + +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LineDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LineDelegate.hpp new file mode 100644 index 0000000..50e8222 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LineDelegate.hpp @@ -0,0 +1,50 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include +#include + +#include "SciQLopPlots/enums.hpp" +#include +#include +#include + +class LineDelegate : public QWidget +{ + Q_OBJECT + + QPen m_pen; + QFormLayout* m_layout; + GraphLineStyle m_style; + +public: + LineDelegate(QPen pen, GraphLineStyle style, QWidget* parent = nullptr); + virtual ~LineDelegate() = default; + +#ifndef BINDINGS_H + Q_SIGNAL void colorChanged(const QColor& color); + Q_SIGNAL void widthChanged(int width); + Q_SIGNAL void styleChanged(GraphLineStyle style); + Q_SIGNAL void penChanged(const QPen& pen); +#endif +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopColorMapDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopColorMapDelegate.hpp new file mode 100644 index 0000000..b9b3d6a --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopColorMapDelegate.hpp @@ -0,0 +1,39 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" + +class SciQLopColorMap; + +class SciQLopColorMapDelegate : public PropertyDelegateBase +{ + Q_OBJECT + + SciQLopColorMap* colorMap() const; + +public: + using compatible_type = SciQLopColorMap; + SciQLopColorMapDelegate(SciQLopColorMap* object, QWidget* parent = nullptr); + + virtual ~SciQLopColorMapDelegate() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphComponentDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphComponentDelegate.hpp new file mode 100644 index 0000000..b5ff6d7 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphComponentDelegate.hpp @@ -0,0 +1,42 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" +#include + +class SciQLopGraphComponentInterface; +class LineDelegate; + +class SciQLopGraphComponentDelegate : public PropertyDelegateBase +{ + Q_OBJECT + + SciQLopGraphComponentInterface* component() const; + LineDelegate* m_lineDelegate; + +public: + using compatible_type = SciQLopGraphComponentInterface; + SciQLopGraphComponentDelegate(SciQLopGraphComponentInterface* object, + QWidget* parent = nullptr); + + virtual ~SciQLopGraphComponentDelegate() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphDelegate.hpp new file mode 100644 index 0000000..f88409d --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphDelegate.hpp @@ -0,0 +1,38 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" + +class SciQLopGraphInterface; + +class SciQLopGraphDelegate : public PropertyDelegateBase +{ + Q_OBJECT + + SciQLopGraphInterface* graph() const; + +public: + using compatible_type = SciQLopGraphInterface; + SciQLopGraphDelegate(SciQLopGraphInterface* object, QWidget* parent = nullptr); + + virtual ~SciQLopGraphDelegate() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopMultiPlotPanelDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopMultiPlotPanelDelegate.hpp new file mode 100644 index 0000000..123db0a --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopMultiPlotPanelDelegate.hpp @@ -0,0 +1,39 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" + +class SciQLopMultiPlotPanel; + +class SciQLopMultiPlotPanelDelegate : public PropertyDelegateBase +{ + Q_OBJECT + + SciQLopMultiPlotPanel* panel() const; + + +public: + using compatible_type = SciQLopMultiPlotPanel; + SciQLopMultiPlotPanelDelegate(SciQLopMultiPlotPanel* object, QWidget* parent = nullptr); + + virtual ~SciQLopMultiPlotPanelDelegate() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotAxisDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotAxisDelegate.hpp new file mode 100644 index 0000000..0e11c20 --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotAxisDelegate.hpp @@ -0,0 +1,39 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" + +class SciQLopPlotAxisInterface; + +class SciQLopPlotAxisDelegate : public PropertyDelegateBase +{ + Q_OBJECT + + SciQLopPlotAxisInterface* plot() const; + + +public: + using compatible_type = SciQLopPlotAxisInterface; + SciQLopPlotAxisDelegate(SciQLopPlotAxisInterface* object, QWidget* parent = nullptr); + + virtual ~SciQLopPlotAxisDelegate() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotDelegate.hpp b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotDelegate.hpp new file mode 100644 index 0000000..5d675af --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotDelegate.hpp @@ -0,0 +1,39 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" + +class SciQLopPlot; + +class SciQLopPlotDelegate : public PropertyDelegateBase +{ + Q_OBJECT + + SciQLopPlot* plot() const; + + +public: + using compatible_type = SciQLopPlot; + SciQLopPlotDelegate(SciQLopPlot* object, QWidget* parent = nullptr); + + virtual ~SciQLopPlotDelegate() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertyDelegateBase.hpp b/include/SciQLopPlots/Inspector/PropertyDelegateBase.hpp new file mode 100644 index 0000000..c2bd84d --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertyDelegateBase.hpp @@ -0,0 +1,66 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include +#include +#include +#include +#include + +class PropertyDelegateBase : public QWidget +{ + Q_OBJECT + +protected: + QVBoxLayout* m_layout; + QLabel* m_title; + +protected: + QPointer m_object = nullptr; + + template + static T* as_type(QObject* object) + { + return qobject_cast(object); + } + +public: + PropertyDelegateBase(QObject* object, QWidget* parent = nullptr) + : QWidget(parent), m_object { object } + { + m_layout = new QVBoxLayout(); + setLayout(m_layout); + m_title = new QLabel(); + m_layout->addWidget(m_title); + connect(object, &QObject::objectNameChanged, this, + &PropertyDelegateBase::object_name_changed); + object_name_changed(object->objectName()); + } + + Q_SLOT void object_name_changed(const QString& name) + { + m_title->setText(fmt::format("{} properties", name.toStdString()).c_str()); + } + + virtual ~PropertyDelegateBase() = default; +}; diff --git a/include/SciQLopPlots/Inspector/PropertyDelegates.hpp b/include/SciQLopPlots/Inspector/PropertyDelegates.hpp new file mode 100644 index 0000000..e1c4edf --- /dev/null +++ b/include/SciQLopPlots/Inspector/PropertyDelegates.hpp @@ -0,0 +1,98 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include + +class PropertyDelegateBase; + +class PropertyDelegateFactoryInterface +{ +public: + virtual ~PropertyDelegateFactoryInterface() = default; + virtual PropertyDelegateBase* create(QObject* object, QWidget* parent) = 0; +}; + +template +class PropertyDelegateFactory : public PropertyDelegateFactoryInterface +{ + PropertyDelegateBase* create(QObject* object, QWidget* parent) override + { + return new T(qobject_cast(object), parent); + } +}; + +class PropertyDelegates : public QObject +{ + + Q_OBJECT + + QMap m_delegates_factories; + + PropertyDelegates() { } + + inline static int registerDelegate( + const QString& typeName, PropertyDelegateFactoryInterface* delegate) + { + instance().m_delegates_factories[typeName] = delegate; + return instance().m_delegates_factories.size(); + } + +public: + virtual ~PropertyDelegates() = default; + + inline static PropertyDelegates& instance() + { + static PropertyDelegates instance; + return instance; + } + + template + inline static auto registerDelegate() + -> decltype(DelegateType::compatible_type::staticMetaObject.className(), int()) + { + return registerDelegate(DelegateType::compatible_type::staticMetaObject.className(), + new PropertyDelegateFactory()); + } + + inline static PropertyDelegateBase* delegate( + const QString& typeName, QObject* object, QWidget* parent = nullptr) + { + auto factory = instance().m_delegates_factories.value(typeName, nullptr); + return factory ? factory->create(object, parent) : nullptr; + } + + inline static PropertyDelegateBase* delegate(QObject* obj, QWidget* parent = nullptr) + { + auto metaObject = obj->metaObject(); + PropertyDelegateBase* _delegate = nullptr; + do + { + _delegate = delegate(metaObject->className(), obj, parent); + metaObject = metaObject->superClass(); + } while (_delegate == nullptr && metaObject != nullptr); + return _delegate; + } +}; + +#define REGISTER_DELEGATE(DELEGATE) \ + static int _id_##DELEGATE = PropertyDelegates::registerDelegate(); diff --git a/include/SciQLopPlots/Inspector/View/InspectorView.hpp b/include/SciQLopPlots/Inspector/View/InspectorView.hpp new file mode 100644 index 0000000..0224037 --- /dev/null +++ b/include/SciQLopPlots/Inspector/View/InspectorView.hpp @@ -0,0 +1,42 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Inspector/View/TreeView.hpp" +#include + +class InspectorView : public QWidget +{ + Q_OBJECT + PlotsTreeView* m_treeView; + void expand_recursively(const QModelIndex& index); + + Q_SLOT void selectionChanged(const QItemSelection& selected, const QItemSelection& deselected); + +public: + InspectorView(QWidget* parent = nullptr); + virtual ~InspectorView() = default; + +#ifndef BINDINGS_H + Q_SIGNAL void objects_selected(const QList& objects); +#endif +}; diff --git a/include/SciQLopPlots/Inspector/View/PropertiesPanel.hpp b/include/SciQLopPlots/Inspector/View/PropertiesPanel.hpp new file mode 100644 index 0000000..9e81652 --- /dev/null +++ b/include/SciQLopPlots/Inspector/View/PropertiesPanel.hpp @@ -0,0 +1,37 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include +class InspectorView; +class PropertiesView; + +class PropertiesPanel : public QWidget +{ + Q_OBJECT + InspectorView* m_inspectorView; + PropertiesView* m_propertiesView; + +public: + PropertiesPanel(QWidget* parent = nullptr); + ~PropertiesPanel() = default; +}; diff --git a/include/SciQLopPlots/Inspector/View/PropertiesView.hpp b/include/SciQLopPlots/Inspector/View/PropertiesView.hpp new file mode 100644 index 0000000..c99e713 --- /dev/null +++ b/include/SciQLopPlots/Inspector/View/PropertiesView.hpp @@ -0,0 +1,36 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include +class PropertyDelegateBase; + +class PropertiesView : public QWidget +{ + Q_OBJECT + PropertyDelegateBase* m_delegateWidget = nullptr; + +public: + Q_SLOT void set_current_objects(const QList& objects); + PropertiesView(QWidget* parent = nullptr); + virtual ~PropertiesView() = default; +}; diff --git a/include/SciQLopPlots/Inspector/View/TreeView.hpp b/include/SciQLopPlots/Inspector/View/TreeView.hpp new file mode 100644 index 0000000..a8d805a --- /dev/null +++ b/include/SciQLopPlots/Inspector/View/TreeView.hpp @@ -0,0 +1,36 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include + +class PlotsTreeView : public QTreeView +{ + Q_OBJECT + +public: + PlotsTreeView(QWidget* parent = nullptr); + virtual ~PlotsTreeView() = default; + +protected: + void keyPressEvent(QKeyEvent* event) override; +}; diff --git a/include/SciQLopPlots/Items/SciQLopPixmapItem.hpp b/include/SciQLopPlots/Items/SciQLopPixmapItem.hpp new file mode 100644 index 0000000..5df33d4 --- /dev/null +++ b/include/SciQLopPlots/Items/SciQLopPixmapItem.hpp @@ -0,0 +1,87 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2023, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlotItem.hpp" +#include "SciQLopPlots/SciQLopPlot.hpp" +#include "SciQLopPlots/enums.hpp" +#include +#include +#include +#include + +class PixmapItem :public SciQLopPlotItem, public SciQlopItemWithToolTip +{ + Q_OBJECT + +public: +#ifndef BINDINGS_H + Q_SIGNAL void moved(double new_position); +#endif // !BINDINGS_H + + inline PixmapItem(QCustomPlot* plot, const QPixmap& pixmap, const QRectF& rect, bool movable = false, Coordinates coordinates = Coordinates::Pixels) + : SciQLopPlotItem { plot } + { + this->setPixmap(pixmap); + this->topLeft->setCoords(rect.topLeft()); + this->bottomRight->setCoords(rect.bottomRight()); + this->setMovable(movable); + if (coordinates == Coordinates::Data) + { + this->topLeft->setType(QCPItemPosition::ptPlotCoords); + this->bottomRight->setType(QCPItemPosition::ptPlotCoords); + } + else + { + this->topLeft->setType(QCPItemPosition::ptAbsolute); + this->bottomRight->setType(QCPItemPosition::ptAbsolute); + } + } + virtual ~PixmapItem() { } + + virtual void move(double dx, double dy) override; + +}; + +/*! + * \brief The SciQLopPixmapItem class + */ +class SciQLopPixmapItem : public QObject +{ + Q_OBJECT + + QPointer m_item; + public: + /*! + * \brief SciQLopPixmapItem + * \param plot The plot to which the item will be added + * \param pixmap The pixmap to display + * \param rect The rectangle in which to display the pixmap + * \param movable If the pixmap can be moved by the user + * \param coordinates The coordinates system in which the rectangle is defined (Pixels or Data) + */ + SciQLopPixmapItem(SciQLopPlot* plot, const QPixmap& pixmap, const QRectF& rect, bool movable = false, Coordinates coordinates = Coordinates::Pixels) + { + m_item = new PixmapItem(plot->qcp_plot(), pixmap, rect, movable, coordinates); + } +}; + diff --git a/include/SciQLopPlots/Items/SciQLopVerticalSpan.hpp b/include/SciQLopPlots/Items/SciQLopVerticalSpan.hpp index 6af6c79..300f51f 100644 --- a/include/SciQLopPlots/Items/SciQLopVerticalSpan.hpp +++ b/include/SciQLopPlots/Items/SciQLopVerticalSpan.hpp @@ -82,6 +82,7 @@ class VerticalSpanBorder : public SciQLopPlotItem, } void move(double dx, double dy) override; + inline QCursor cursor(QMouseEvent*) const noexcept override { if (movable()) @@ -90,7 +91,6 @@ class VerticalSpanBorder : public SciQLopPlotItem, } }; - class VerticalSpan : public SciQLopPlotItem, public SciQlopItemWithToolTip, public SciQLopItemWithKeyInteraction @@ -123,6 +123,7 @@ class VerticalSpan : public SciQLopPlotItem, } return nullptr; } + inline VerticalSpanBorder* _upper_border() const { if (!_border1.isNull() && !_border2.isNull()) @@ -177,7 +178,7 @@ class VerticalSpan : public SciQLopPlotItem, #endif VerticalSpan(QCustomPlot* plot, SciQLopPlotRange horizontal_range, bool do_not_replot = false, - bool immediate_replot = false); + bool immediate_replot = false); inline void setMovable(bool movable) noexcept final { @@ -189,7 +190,6 @@ class VerticalSpan : public SciQLopPlotItem, } } - ~VerticalSpan() { if (parentPlot()->hasItem(this->_border1)) @@ -228,13 +228,13 @@ class VerticalSpan : public SciQLopPlotItem, [[nodiscard]] inline SciQLopPlotRange range() const noexcept { return SciQLopPlotRange { this->_lower_border()->position(), - this->_upper_border()->position() }; + this->_upper_border()->position() }; } void move(double dx, double dy) override; - double selectTest( - const QPointF& pos, bool onlySelectable, QVariant* details = nullptr) const override; + double selectTest(const QPointF& pos, bool onlySelectable, + QVariant* details = nullptr) const override; inline void set_borders_tool_tip(const QString& tool_tip) { @@ -276,6 +276,7 @@ class VerticalSpan : public SciQLopPlotItem, this->setPen(QPen { Qt::NoPen }); this->setSelectedPen(QPen { Qt::NoPen }); } + [[nodiscard]] inline QColor color() const noexcept { return this->brush().color(); } inline void replot(bool immediate = false) final @@ -291,7 +292,9 @@ class VerticalSpan : public SciQLopPlotItem, } }; - +/*! \brief Vertical span that can be added to a plot + * + */ class SciQLopVerticalSpan : public QObject { Q_OBJECT @@ -301,6 +304,7 @@ class SciQLopVerticalSpan : public QObject protected: inline void select_lower_border(bool selected) { _impl->select_lower_border(selected); } + inline void select_upper_border(bool selected) { _impl->select_upper_border(selected); } #ifndef BINDINGS_H @@ -314,11 +318,20 @@ class SciQLopVerticalSpan : public QObject Q_SIGNAL void selectionChanged(bool); Q_SIGNAL void delete_requested(); #endif - - SciQLopVerticalSpan(SciQLopPlot* plot, SciQLopPlotRange horizontal_range, QColor color, - bool read_only = false, bool visible = true, const QString& tool_tip = ""); - - ~SciQLopVerticalSpan() + /*! \brief SciQLopVerticalSpan + * + * \param plot The plot where the vertical span will be added + * \param horizontal_range The range of the span + * \param color The color of the span + * \param read_only If the span is read only + * \param visible If the span is visible + * \param tool_tip The tool tip of the span + */ + SciQLopVerticalSpan(SciQLopPlot* plot, SciQLopPlotRange horizontal_range, + QColor color = QColor(100, 100, 100, 100), bool read_only = false, + bool visible = true, const QString& tool_tip = ""); + + virtual ~SciQLopVerticalSpan() override { if (!this->_impl.isNull()) { @@ -338,11 +351,20 @@ class SciQLopVerticalSpan : public QObject return nullptr; } + /*! \brief Set the span as movable + * + * \param movable + */ inline void set_visible(bool visible) { if (!_impl.isNull()) _impl->set_visible(visible); } + + /*! \brief Set the span as movable + * + * \param movable + */ inline bool visible() const noexcept { if (!_impl.isNull()) @@ -355,6 +377,7 @@ class SciQLopVerticalSpan : public QObject if (!_impl.isNull()) this->_impl->set_range(horizontal_range); } + [[nodiscard]] inline SciQLopPlotRange range() const noexcept { if (!_impl.isNull()) @@ -367,6 +390,7 @@ class SciQLopVerticalSpan : public QObject if (!_impl.isNull()) this->_impl->set_color(color); } + [[nodiscard]] inline QColor color() const { if (!_impl.isNull()) @@ -379,6 +403,7 @@ class SciQLopVerticalSpan : public QObject if (!_impl.isNull()) this->_impl->set_borders_color(color); } + [[nodiscard]] inline QColor borders_color() const noexcept { if (!_impl.isNull()) @@ -391,6 +416,7 @@ class SciQLopVerticalSpan : public QObject if (!_impl.isNull()) this->_impl->setSelected(selected); } + [[nodiscard]] inline bool selected() const noexcept { if (!_impl.isNull()) @@ -403,6 +429,7 @@ class SciQLopVerticalSpan : public QObject if (!_impl.isNull()) this->_impl->setMovable(!read_only); } + [[nodiscard]] inline bool read_only() const noexcept { if (!_impl.isNull()) @@ -418,6 +445,7 @@ class SciQLopVerticalSpan : public QObject this->_impl->set_borders_tool_tip(tool_tip); } } + [[nodiscard]] inline QString tool_tip() const noexcept { if (!_impl.isNull()) diff --git a/include/SciQLopPlots/MultiPlots/AxisSynchronizer.hpp b/include/SciQLopPlots/MultiPlots/AxisSynchronizer.hpp index 3a356e7..d28fca0 100644 --- a/include/SciQLopPlots/MultiPlots/AxisSynchronizer.hpp +++ b/include/SciQLopPlots/MultiPlots/AxisSynchronizer.hpp @@ -26,9 +26,9 @@ class AxisSynchronizer : public SciQLopPlotCollectionBehavior { Q_OBJECT + protected: - QList _plots; - std::pair _last_x_range; + SciQLopPlotRange _last_range; AxisType m_sync_axis = AxisType::XAxis; public: @@ -37,7 +37,10 @@ class AxisSynchronizer : public SciQLopPlotCollectionBehavior { } - Q_SLOT virtual void updatePlotList(const QList& plots) override; - - Q_SLOT virtual void set_axis_range(const SciQLopPlotRange &range); + Q_SLOT virtual void updatePlotList(const QList>& plots) override; + Q_SLOT virtual void plotAdded(SciQLopPlotInterface* plot) override; + Q_SLOT virtual void set_axis_range(const SciQLopPlotRange& range); +#ifndef BINDINGS_H + Q_SIGNAL void range_changed(const SciQLopPlotRange& range); +#endif }; diff --git a/include/SciQLopPlots/MultiPlots/MultiPlotsVSpan.hpp b/include/SciQLopPlots/MultiPlots/MultiPlotsVSpan.hpp index 5fc40e2..c048a40 100644 --- a/include/SciQLopPlots/MultiPlots/MultiPlotsVSpan.hpp +++ b/include/SciQLopPlots/MultiPlots/MultiPlotsVSpan.hpp @@ -55,7 +55,8 @@ class MultiPlotsVerticalSpan : public SciQLopMultiPlotObject #endif MultiPlotsVerticalSpan(SciQLopMultiPlotPanel* panel, SciQLopPlotRange horizontal_range, - QColor color, bool read_only = false, bool visible = true, const QString& tool_tip = "") + QColor color = QColor(100, 100, 100) + , bool read_only = false, bool visible = true, const QString tool_tip = "") : SciQLopMultiPlotObject(panel) { _horizontal_range = horizontal_range; @@ -66,7 +67,7 @@ class MultiPlotsVerticalSpan : public SciQLopMultiPlotObject updatePlotList(panel->plots()); } - ~MultiPlotsVerticalSpan() + virtual ~MultiPlotsVerticalSpan() override { for (auto span : _spans) { @@ -95,7 +96,7 @@ class MultiPlotsVerticalSpan : public SciQLopMultiPlotObject void set_range(const SciQLopPlotRange horizontal_range); - [[nodiscard]] inline SciQLopPlotRange get_range() const noexcept { return _horizontal_range; } + [[nodiscard]] inline SciQLopPlotRange range() const noexcept { return _horizontal_range; } inline void set_visible(bool visible) { diff --git a/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotObject.hpp b/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotObject.hpp index e578d36..9fa1e92 100644 --- a/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotObject.hpp +++ b/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotObject.hpp @@ -25,12 +25,12 @@ #include class SciQLopPlot; - class SciQLopMultiPlotObject : public QObject { Q_OBJECT + protected: - QList m_plots; + QList> m_plots; virtual void addObject(SciQLopPlotInterface* plot); virtual void removeObject(SciQLopPlotInterface* plot); @@ -41,5 +41,5 @@ class SciQLopMultiPlotObject : public QObject virtual ~SciQLopMultiPlotObject() Q_DECL_OVERRIDE; - Q_SLOT virtual void updatePlotList(const QList& plots); + Q_SLOT virtual void updatePlotList(const QList>& plots); }; diff --git a/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp b/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp index 3a0c75d..9c3dbd2 100644 --- a/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp +++ b/include/SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp @@ -21,89 +21,127 @@ ----------------------------------------------------------------------------*/ #pragma once #include "SciQLopPlotCollection.hpp" +#include "SciQLopPlots/DragNDrop/PlotDragNDropCallback.hpp" +#include "SciQLopPlots/Inspector/InspectorBase.hpp" #include #include +#include #include - -#include "qcustomplot.h" - +#include class SciQLopPlotContainer; class SciQLopPlot; +class PlaceHolderManager; class SciQLopMultiPlotPanel : public QScrollArea, public SciQLopPlotCollectionInterface { Q_OBJECT SciQLopPlotContainer* _container = nullptr; + std::map _accepted_mime_types; + PlotDragNDropCallback* _current_callback = nullptr; + PlaceHolderManager* _place_holder_manager = nullptr; + PlotType _default_plot_type = PlotType::BasicXY; + QUuid _uuid; + bool _selected = false; protected: template - auto __plot(T* plot, - Args&&... args) -> decltype(std::declval()->line(std::forward(args)...), void()) + auto __plot(T* plot, Args&&... args) + -> decltype(std::declval()->line(std::forward(args)...)) { if constexpr (graph_type == GraphType::Line) - plot->line(std::forward(args)...); + return plot->line(std::forward(args)...); if constexpr (graph_type == GraphType::ParametricCurve) - plot->parametric_curve(std::forward(args)...); + return plot->parametric_curve(std::forward(args)...); + if constexpr (graph_type == GraphType::Scatter) + return plot->scatter(std::forward(args)...); + return nullptr; } template - auto __plot(T* plot, - Args&&... args) -> decltype(std::declval()->colormap(std::forward(args)...), - void()) + auto __plot(T* plot, Args&&... args) + -> decltype(std::declval()->colormap(std::forward(args)...)) { if constexpr (graph_type == GraphType::ColorMap) - plot->colormap(std::forward(args)...); + return plot->colormap(std::forward(args)...); + return nullptr; } - template - QPair _plot(int index, GraphType graph_type, Args&&... args) + template + QPair _plot(int index, GraphType graph_type, Args&&... args) { auto* plot = new T(); if (index == -1) add_plot(plot); else insert_plot(index, plot); + if (graph_type == GraphType::Line) - __plot(plot, std::forward(args)...); + { + return { plot, __plot(plot, std::forward(args)...) }; + } + + if (graph_type == GraphType::Scatter) + { + return { plot, __plot(plot, std::forward(args)...) }; + } + if (graph_type == GraphType::ParametricCurve) - __plot(plot, std::forward(args)...); + { + return { plot, + __plot(plot, std::forward(args)...) }; + } if (graph_type == GraphType::ColorMap) - __plot(plot, std::forward(args)...); - return { plot, plot->graph(-1) }; + { + return { plot, __plot(plot, std::forward(args)...) }; + } + return { nullptr, nullptr }; } - virtual QPair plot_impl(const PyBuffer& x, - const PyBuffer& y, QStringList labels = QStringList(), - QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, - ::GraphType graph_type = ::GraphType::Line, int index = -1) Q_DECL_OVERRIDE; + virtual QPair + plot_impl(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, + ::GraphType graph_type = ::GraphType::Line, ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, int index = -1) Q_DECL_OVERRIDE; + + virtual QPair + plot_impl(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, + QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, + bool z_log_scale = false, ::PlotType plot_type = ::PlotType::BasicXY, + int index = -1) Q_DECL_OVERRIDE; + + virtual QPair + plot_impl(const QList& values, QStringList labels = QStringList(), + QList colors = QList(),::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, int index = -1) Q_DECL_OVERRIDE; + + virtual QPair + plot_impl(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) Q_DECL_OVERRIDE; + + virtual QPair + plot_impl(GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, bool z_log_scale = false, + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) Q_DECL_OVERRIDE; - virtual QPair plot_impl(const PyBuffer& x, - const PyBuffer& y, const PyBuffer& z, QString name = QStringLiteral("ColorMap"), - bool y_log_scale = false, bool z_log_scale = false, - ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) Q_DECL_OVERRIDE; +public: + Q_PROPERTY(bool selected READ selected WRITE setSelected NOTIFY selectionChanged FINAL); + Q_PROPERTY(bool empty READ empty FINAL); - virtual QPair plot_impl( - GetDataPyCallable callable, QStringList labels = QStringList(), - QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, - ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, - int index = -1) Q_DECL_OVERRIDE; + SciQLopMultiPlotPanel(QWidget* parent = nullptr, bool synchronize_x = true, + bool synchronize_time = false); - virtual QPair plot_impl( - GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), - bool y_log_scale = false, bool z_log_scale = false, - ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, - int index = -1) Q_DECL_OVERRIDE; + virtual void replot(bool immediate = false) Q_DECL_OVERRIDE; -public: - SciQLopMultiPlotPanel( - QWidget* parent = nullptr, bool synchronize_x = true, bool synchronize_time = false); + inline QUuid uuid() const { return _uuid; } void add_plot(SciQLopPlotInterface* plot) Q_DECL_OVERRIDE; void remove_plot(SciQLopPlotInterface* plot) Q_DECL_OVERRIDE; SciQLopPlotInterface* plot_at(int index) const Q_DECL_OVERRIDE; - const QList& plots() const; + QList> plots() const Q_DECL_OVERRIDE; virtual void insert_plot(int index, SciQLopPlotInterface* plot) Q_DECL_OVERRIDE; virtual void move_plot(int from, int to) Q_DECL_OVERRIDE; @@ -111,6 +149,8 @@ class SciQLopMultiPlotPanel : public QScrollArea, public SciQLopPlotCollectionIn void clear() Q_DECL_OVERRIDE; int index(SciQLopPlotInterface* plot) const Q_DECL_OVERRIDE; + int index(const QPointF& pos) const Q_DECL_OVERRIDE; + int index_from_global_position(const QPointF& pos) const Q_DECL_OVERRIDE; int indexOf(QWidget* widget) const; @@ -124,14 +164,18 @@ class SciQLopMultiPlotPanel : public QScrollArea, public SciQLopPlotCollectionIn SciQLopPlotInterface* create_plot(int index = -1, PlotType plot_type = PlotType::BasicXY); + void set_x_axis_range(const SciQLopPlotRange& range) Q_DECL_OVERRIDE; - void set_time_axis_range(const SciQLopPlotRange& range) Q_DECL_OVERRIDE; + const SciQLopPlotRange& x_axis_range() const Q_DECL_OVERRIDE; + void set_time_axis_range(const SciQLopPlotRange& range) Q_DECL_OVERRIDE; + const SciQLopPlotRange& time_axis_range() const Q_DECL_OVERRIDE; inline void set_x_axis_range(double start, double stop) { set_x_axis_range(SciQLopPlotRange(start, stop)); } + inline void set_time_axis_range(double start, double stop) { set_time_axis_range(SciQLopPlotRange(start, stop)); @@ -142,13 +186,32 @@ class SciQLopMultiPlotPanel : public QScrollArea, public SciQLopPlotCollectionIn set_time_axis_range(SciQLopPlotRange(start, stop)); } - void register_behavior(SciQLopPlotCollectionBehavior* behavior) Q_DECL_OVERRIDE; + SciQLopPlotCollectionBehavior* + register_behavior(SciQLopPlotCollectionBehavior* behavior) Q_DECL_OVERRIDE; + SciQLopPlotCollectionBehavior* behavior(const QString& type_name) const Q_DECL_OVERRIDE; void remove_behavior(const QString& type_name) Q_DECL_OVERRIDE; + void add_accepted_mime_type(PlotDragNDropCallback* callback); + + inline bool selected() const { return _selected; } + + void setSelected(bool selected); + + virtual QList color_palette() const noexcept override; + + virtual void set_color_palette(const QList& palette) noexcept override; + #ifndef BINDINGS_H - Q_SIGNAL void plotListChanged(const QList& plots); + Q_SIGNAL void plot_list_changed(const QList>& plots); + Q_SIGNAL void selectionChanged(bool selected); + Q_SIGNAL void time_range_changed(SciQLopPlotRange range); #endif // BINDINGS_H + protected: void keyPressEvent(QKeyEvent* event) override; + void dragEnterEvent(QDragEnterEvent* event) override; + void dragMoveEvent(QDragMoveEvent* event) override; + void dragLeaveEvent(QDragLeaveEvent* event) override; + void dropEvent(QDropEvent* event) override; }; diff --git a/include/SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp b/include/SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp index 00dbf7a..5dc9fa8 100644 --- a/include/SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp +++ b/include/SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp @@ -30,48 +30,98 @@ #include #include +#include "SciQLopPlots/Debug.hpp" #include "SciQLopPlots/SciQLopPlot.hpp" +Q_DECLARE_METATYPE(QList) + class SciQLopPlotCollectionBehavior : public QObject { Q_OBJECT + +protected: + QList> _plots; + + inline void _update_plots(const auto& plots, auto&& connect, auto&& disconnect) + { + for (auto& plot : plots) + { + if (!plot.isNull()) + { + if (!_plots.contains(plot)) + { + connect(plot); + } + } + } + for (auto& plot : _plots) + { + if (!plot.isNull()) + { + if (!plots.contains(plot)) + { + disconnect(plot); + } + } + } + _plots = plots; + } + public: SciQLopPlotCollectionBehavior(QObject* parent = nullptr) : QObject(parent) { } - inline virtual Q_SLOT void updatePlotList(const QList& plots) { } + + inline virtual Q_SLOT void updatePlotList(const QList>& plots) + { + WARN_ABSTRACT_METHOD; + } + + inline virtual Q_SLOT void plotAdded(SciQLopPlotInterface* plot) { WARN_ABSTRACT_METHOD; } }; class SciQLopPlotCollectionInterface { protected: - inline virtual QPair plot_impl(const PyBuffer& x, - const PyBuffer& y, QStringList labels = QStringList(), - QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, - ::GraphType graph_type = ::GraphType::Line, int index = -1) + inline virtual QPair + plot_impl(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, + ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, int index = -1) { throw std::runtime_error("Not implemented"); } - inline virtual QPair plot_impl(const PyBuffer& x, - const PyBuffer& y, const PyBuffer& z, QString name = QStringLiteral("ColorMap"), - bool y_log_scale = false, bool z_log_scale = false, - ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) + inline virtual QPair + plot_impl(const QList& values, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, int index = -1) { throw std::runtime_error("Not implemented"); } - inline virtual QPair plot_impl( - GetDataPyCallable callable, QStringList labels = QStringList(), - QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, - ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, int index = -1) + inline virtual QPair + plot_impl(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, + QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, + bool z_log_scale = false, ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) { throw std::runtime_error("Not implemented"); } - inline virtual QPair plot_impl( - GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), - bool y_log_scale = false, bool z_log_scale = false, - ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, int index = -1) + inline virtual QPair + plot_impl(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) + { + throw std::runtime_error("Not implemented"); + } + + inline virtual QPair + plot_impl(GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, bool z_log_scale = false, + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) { throw std::runtime_error("Not implemented"); } @@ -79,126 +129,206 @@ class SciQLopPlotCollectionInterface public: virtual ~SciQLopPlotCollectionInterface() = default; - inline virtual void add_plot(SciQLopPlotInterface* plot) { } - inline virtual void insert_plot(int index, SciQLopPlotInterface* plot) { } - inline virtual void remove_plot(SciQLopPlotInterface* plot) { } - inline virtual void move_plot(int from, int to) { } - inline virtual void move_plot(SciQLopPlotInterface* plot, int to) { } - inline virtual void clear() { } + inline virtual QList> plots() const + { + WARN_ABSTRACT_METHOD; + return {}; + } + + virtual inline std::size_t plot_count() const { return plots().size(); } + + inline virtual void replot(bool immediate = false) { WARN_ABSTRACT_METHOD; } + + inline virtual void add_plot(SciQLopPlotInterface* plot) { WARN_ABSTRACT_METHOD; } + + inline virtual void insert_plot(int index, SciQLopPlotInterface* plot) { WARN_ABSTRACT_METHOD; } - inline virtual int index(SciQLopPlotInterface* plot) const { return -1; } + inline virtual void remove_plot(SciQLopPlotInterface* plot) { WARN_ABSTRACT_METHOD; } + + inline virtual void move_plot(int from, int to) { WARN_ABSTRACT_METHOD; } + + inline virtual void move_plot(SciQLopPlotInterface* plot, int to) { WARN_ABSTRACT_METHOD; } + + inline virtual void clear() { WARN_ABSTRACT_METHOD; } + + inline virtual int index(SciQLopPlotInterface* plot) const + { + WARN_ABSTRACT_METHOD; + return -1; + } + + inline virtual int index(const QPointF& pos) const + { + WARN_ABSTRACT_METHOD; + return -1; + } + + inline virtual int index_from_global_position(const QPointF& pos) const + { + WARN_ABSTRACT_METHOD; + return -1; + } + + inline virtual SciQLopPlotInterface* plot_at(int index) const + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual bool contains(SciQLopPlotInterface* plot) const + { + WARN_ABSTRACT_METHOD; + return false; + } + + inline virtual bool empty() const + { + WARN_ABSTRACT_METHOD; + return true; + } - inline virtual SciQLopPlotInterface* plot_at(int index) const { return nullptr; } + inline virtual std::size_t size() const + { + WARN_ABSTRACT_METHOD; + return 0; + } - inline virtual bool contains(SciQLopPlotInterface* plot) const { return false; } + inline virtual QList color_palette() const noexcept + { + WARN_ABSTRACT_METHOD; + return {}; + } - inline virtual bool empty() const { return true; } - inline virtual std::size_t size() const { return 0; } + inline virtual void set_color_palette(const QList& palette) noexcept + { + WARN_ABSTRACT_METHOD; + } virtual void set_x_axis_range(const SciQLopPlotRange& range); + virtual const SciQLopPlotRange& x_axis_range() const; virtual void set_time_axis_range(const SciQLopPlotRange& range); + virtual const SciQLopPlotRange& time_axis_range() const; - inline virtual void register_behavior(SciQLopPlotCollectionBehavior* behavior) { } - inline virtual void remove_behavior(const QString& type_name) { } + inline virtual SciQLopPlotCollectionBehavior* + register_behavior(SciQLopPlotCollectionBehavior* behavior) + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + inline virtual SciQLopPlotCollectionBehavior* behavior(const QString& type_name) const + { + WARN_ABSTRACT_METHOD; + return nullptr; + } - inline virtual QPair line(const PyBuffer& x, - const PyBuffer& y, QStringList labels = QStringList(), - QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, - int index = -1) + inline virtual void remove_behavior(const QString& type_name) { WARN_ABSTRACT_METHOD; } + + inline virtual QPair + line(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, + int index = -1) { - return plot_impl(x, y, labels, colors, plot_type, ::GraphType::Line, index); + return plot_impl(x, y, labels, colors, plot_type, ::GraphType::Line, + ::GraphMarkerShape::NoMarker, index); } - inline virtual QPair parametric_curve( - const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), - QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, - int index = -1) + inline virtual QPair + scatter(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::Cross, + ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) { - return plot_impl(x, y, labels, colors, plot_type, ::GraphType::ParametricCurve, index); + return plot_impl(x, y, labels, colors, plot_type, ::GraphType::Scatter, marker, index); } - inline virtual QPair colormap(const PyBuffer& x, - const PyBuffer& y, const PyBuffer& z, QString name = QStringLiteral("ColorMap"), - bool y_log_scale = false, bool z_log_scale = false, - ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) + inline virtual QPair + parametric_curve(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), + ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) + { + return plot_impl(x, y, labels, colors, plot_type, ::GraphType::ParametricCurve, + ::GraphMarkerShape::NoMarker, index); + } + + inline virtual QPair + colormap(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, + QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, + bool z_log_scale = false, ::PlotType plot_type = ::PlotType::BasicXY, int index = -1) { return plot_impl(x, y, z, name, y_log_scale, z_log_scale, plot_type, index); } + inline virtual QPair + projection(const QList& values, QStringList labels = QStringList(), + QList colors = QList(), int index = -1) + { + return plot_impl(values, labels, colors, ::GraphMarkerShape::NoMarker, index); + } + + inline virtual QPair + line(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, + QObject* sync_with = nullptr, int index = -1) + { + return plot_impl(callable, labels, colors, ::GraphType::Line, ::GraphMarkerShape::NoMarker, + plot_type, sync_with, index); + } - inline virtual QPair line( - GetDataPyCallable callable, QStringList labels = QStringList(), - QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, - QObject* sync_with = nullptr, int index = -1) + inline virtual QPair + scatter(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::Cross, + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) { - return plot_impl(callable, labels, colors, ::GraphType::Line, plot_type, sync_with, index); + return plot_impl(callable, labels, colors, ::GraphType::Scatter, marker, plot_type, + sync_with, index); } - inline virtual QPair parametric_curve( - GetDataPyCallable callable, QStringList labels = QStringList(), - QList colors = QList(), ::PlotType plot_type = ::PlotType::BasicXY, - QObject* sync_with = nullptr, int index = -1) + inline virtual QPair + parametric_curve(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) { - return plot_impl( - callable, labels, colors, ::GraphType::ParametricCurve, plot_type, sync_with, index); + return plot_impl(callable, labels, colors, ::GraphType::ParametricCurve, + ::GraphMarkerShape::NoMarker, plot_type, sync_with, index); } - inline virtual QPair colormap( - GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), - bool y_log_scale = false, bool z_log_scale = false, - ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, int index = -1) + inline virtual QPair + colormap(GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, bool z_log_scale = false, + ::PlotType plot_type = ::PlotType::BasicXY, QObject* sync_with = nullptr, + int index = -1) { return plot_impl(callable, name, y_log_scale, z_log_scale, plot_type, sync_with, index); } + + inline virtual QPair + projection(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), QObject* sync_with = nullptr, int index = -1) + { + return plot_impl(callable, labels, colors, ::GraphType::ParametricCurve, + ::GraphMarkerShape::NoMarker, ::PlotType::Projections, sync_with, index); + } }; template -void register_behavior(Interface_T* interface, Args&&... args) +U* register_behavior(Interface_T* interface, Args&&... args) { - interface->register_behavior(new U(interface, std::forward(args)...)); + return qobject_cast( + interface->register_behavior(new U(interface, std::forward(args)...))); } template -void remove_behavior(Interface_T* interface) +U* behavior(Interface_T* interface) { - interface->remove_behavior(U::staticMetaObject.className()); + return qobject_cast(interface->behavior(U::staticMetaObject.className())); } -class SciQLopPlotCollection : public QObject, public SciQLopPlotCollectionInterface +template +void remove_behavior(Interface_T* interface) { - Q_OBJECT - QList _plots; - - QMap _behaviors; - -public: - SciQLopPlotCollection(QObject* parent = nullptr); - virtual ~SciQLopPlotCollection() = default; - void add_plot(SciQLopPlotInterface* plot) final; - void insert_plot(int index, SciQLopPlotInterface* plot) final; - void remove_plot(SciQLopPlotInterface* plot) final; - void move_plot(int from, int to) final; - void move_plot(SciQLopPlotInterface* plot, int to) final; - void clear() final; - - int index(SciQLopPlotInterface* plot) const final; - - SciQLopPlotInterface* plot_at(int index) const final; - inline const QList& plots() const { return _plots; } - - inline bool contains(SciQLopPlotInterface* plot) const final { return _plots.contains(plot); } - - inline bool empty() const final { return _plots.isEmpty(); } - inline std::size_t size() const final { return _plots.size(); } - - virtual void set_x_axis_range(const SciQLopPlotRange& range) final; - virtual void set_time_axis_range(const SciQLopPlotRange& range) final; - - void register_behavior(SciQLopPlotCollectionBehavior* behavior) final; - void remove_behavior(const QString& type_name) final; - -#ifndef BINDINGS_H - Q_SIGNAL void plotListChanged(const QList& plots); -#endif // BINDINGS_H -}; + interface->remove_behavior(U::staticMetaObject.className()); +} diff --git a/include/SciQLopPlots/MultiPlots/SciQLopPlotContainer.hpp b/include/SciQLopPlots/MultiPlots/SciQLopPlotContainer.hpp index edc9bb0..ce97e42 100644 --- a/include/SciQLopPlots/MultiPlots/SciQLopPlotContainer.hpp +++ b/include/SciQLopPlots/MultiPlots/SciQLopPlotContainer.hpp @@ -29,11 +29,26 @@ class SciQLopPlotInterface; class SciQLopPlotContainer : public QSplitter, public SciQLopPlotCollectionInterface { Q_OBJECT - SciQLopPlotCollection* _plots; + + QMap _behaviors; + QList _color_palette = { + QColor(31, 119, 180), QColor(256, 127, 14), QColor(44, 160, 44), QColor(214, 39, 40), + QColor(148, 103, 189), QColor(140, 86, 75), QColor(227, 119, 194), QColor(127, 127, 127), + QColor(188, 189, 34), QColor(23, 190, 207), QColor(31, 119, 180), QColor(256, 127, 14), + QColor(44, 160, 44), QColor(214, 39, 40), QColor(148, 103, 189), QColor(140, 86, 75), + QColor(227, 119, 194), QColor(127, 127, 127), QColor(188, 189, 34), QColor(23, 190, 207), + QColor(31, 119, 180), QColor(256, 127, 14), QColor(44, 160, 44), QColor(214, 39, 40), + QColor(148, 103, 189), QColor(140, 86, 75), QColor(227, 119, 194), QColor(127, 127, 127), + QColor(188, 189, 34), QColor(23, 190, 207), QColor(31, 119, 180), QColor(256, 127, 14) + }; + SciQLopPlotRange _time_axis_range { std::nan(""), std::nan(""), true }; + SciQLopPlotRange _x_axis_range; public: + Q_PROPERTY(bool empty READ empty FINAL); + SciQLopPlotContainer(QWidget* parent = nullptr); - virtual ~SciQLopPlotContainer() Q_DECL_OVERRIDE = default; + virtual ~SciQLopPlotContainer(); void insertWidget(int index, QWidget* widget); void addWidget(QWidget* widget); @@ -45,51 +60,122 @@ class SciQLopPlotContainer : public QSplitter, public SciQLopPlotCollectionInter void remove_plot(SciQLopPlotInterface* plot, bool destroy); void removeWidget(QWidget* widget, bool destroy); + inline virtual void replot(bool immediate = false) Q_DECL_OVERRIDE + { + for (auto plot : plots()) + { + plot->replot(immediate); + } + } + inline int index(SciQLopPlotInterface* plot) const Q_DECL_OVERRIDE { - return _plots->index(plot); + return plots().indexOf(plot); + } + + inline virtual int index(const QPointF& pos) const Q_DECL_OVERRIDE + { + const auto _plots = plots(); + for (decltype(_plots.size()) i = 0; i < _plots.size(); i++) + { + auto plot = _plots[i]; + if (plot->geometry().contains(pos.toPoint())) + return i; + } + return -1; } virtual void clear() Q_DECL_OVERRIDE; inline virtual SciQLopPlotInterface* plot_at(int index) const Q_DECL_OVERRIDE { - return _plots->plot_at(index); + if ((index >= 0) && (index < count())) + return plots().at(index); + return nullptr; + } + + virtual inline std::size_t plot_count() const Q_DECL_OVERRIDE + { + std::size_t count = 0; + for (int i = 0; i < this->count(); i++) + { + if (qobject_cast(widget(i))) + { + count++; + } + } + return count; } - inline const QList& plots() const { return _plots->plots(); } + virtual inline QList> plots() const Q_DECL_OVERRIDE + { + QList> plots; + plots.reserve(count()); + for (int i = 0; i < count(); i++) + { + if (auto p = qobject_cast(widget(i)); p) + { + plots.emplace_back(p); + } + } + return plots; + } inline virtual bool contains(SciQLopPlotInterface* plot) const Q_DECL_OVERRIDE { - return _plots->contains(plot); + return plots().contains(plot); } - inline virtual bool empty() const Q_DECL_OVERRIDE { return _plots->empty(); } - virtual std::size_t size() const Q_DECL_OVERRIDE { return _plots->size(); } + inline virtual bool empty() const Q_DECL_OVERRIDE { return count() == 0; } + virtual std::size_t size() const Q_DECL_OVERRIDE { return count(); } inline void set_x_axis_range(const SciQLopPlotRange& range) Q_DECL_OVERRIDE { - _plots->set_x_axis_range(range); + _x_axis_range = range; + for (auto plot : plots()) + { + plot->x_axis()->set_range(range); + } } - inline virtual void set_time_axis_range(const SciQLopPlotRange& range) Q_DECL_OVERRIDE + inline virtual const SciQLopPlotRange& x_axis_range() const Q_DECL_OVERRIDE { - _plots->set_time_axis_range(range); + return _x_axis_range; } - - inline void register_behavior(SciQLopPlotCollectionBehavior* behavior) Q_DECL_OVERRIDE + inline virtual void set_time_axis_range(const SciQLopPlotRange& range) Q_DECL_OVERRIDE { - _plots->register_behavior(behavior); + _time_axis_range = range; + for (auto plot : plots()) + { + plot->time_axis()->set_range(range); + } } - inline void remove_behavior(const QString& type_name) Q_DECL_OVERRIDE + + inline virtual const SciQLopPlotRange& time_axis_range() const Q_DECL_OVERRIDE { - _plots->remove_behavior(type_name); + return _time_axis_range; } + + SciQLopPlotCollectionBehavior* + register_behavior(SciQLopPlotCollectionBehavior* behavior) Q_DECL_OVERRIDE; + + SciQLopPlotCollectionBehavior* behavior(const QString& type_name) const Q_DECL_OVERRIDE; + + void remove_behavior(const QString& type_name) Q_DECL_OVERRIDE; + void organize_plots(); + inline virtual QList color_palette() const noexcept override { return _color_palette; } + + inline virtual void set_color_palette(const QList& palette) noexcept override + { + _color_palette = palette; + } + #ifndef BINDINGS_H - Q_SIGNAL void plotListChanged(const QList& plots); + Q_SIGNAL void plot_list_changed(const QList>& plots); + Q_SIGNAL void plot_added(SciQLopPlotInterface* plot); #endif // BINDINGS_H }; diff --git a/include/SciQLopPlots/MultiPlots/TimeAxisSynchronizer.hpp b/include/SciQLopPlots/MultiPlots/TimeAxisSynchronizer.hpp index c0b0c80..c1c1749 100644 --- a/include/SciQLopPlots/MultiPlots/TimeAxisSynchronizer.hpp +++ b/include/SciQLopPlots/MultiPlots/TimeAxisSynchronizer.hpp @@ -34,5 +34,5 @@ class TimeAxisSynchronizer : public AxisSynchronizer { } - Q_SLOT void updatePlotList(const QList& plots) override; + Q_SLOT void updatePlotList(const QList>& plots) override; }; diff --git a/include/SciQLopPlots/MultiPlots/VPlotsAlign.hpp b/include/SciQLopPlots/MultiPlots/VPlotsAlign.hpp index dddde81..78e5279 100644 --- a/include/SciQLopPlots/MultiPlots/VPlotsAlign.hpp +++ b/include/SciQLopPlots/MultiPlots/VPlotsAlign.hpp @@ -25,14 +25,12 @@ #include "SciQLopPlotCollection.hpp" - class VPlotsAlign : public SciQLopPlotCollectionBehavior { Q_OBJECT - QList _plots; void _recompute_margins(); public: VPlotsAlign(QObject* parent = nullptr); - Q_SLOT void updatePlotList(const QList& plots) override; + Q_SLOT void updatePlotList(const QList>& plots) override; }; diff --git a/include/SciQLopPlots/MultiPlots/XAxisSynchronizer.hpp b/include/SciQLopPlots/MultiPlots/XAxisSynchronizer.hpp index 8fff716..c6c495d 100644 --- a/include/SciQLopPlots/MultiPlots/XAxisSynchronizer.hpp +++ b/include/SciQLopPlots/MultiPlots/XAxisSynchronizer.hpp @@ -32,5 +32,6 @@ class XAxisSynchronizer : public AxisSynchronizer public: XAxisSynchronizer(QObject* parent = nullptr) : AxisSynchronizer(AxisType::XAxis, parent) { } - Q_SLOT void updatePlotList(const QList& plots) override; + Q_SLOT void updatePlotList(const QList>& plots) override; + Q_SLOT void plotAdded(SciQLopPlotInterface* plot) override; }; diff --git a/include/SciQLopPlots/Plotables/QCPAbstractPlottableWrapper.hpp b/include/SciQLopPlots/Plotables/QCPAbstractPlottableWrapper.hpp index 230a799..863c448 100644 --- a/include/SciQLopPlots/Plotables/QCPAbstractPlottableWrapper.hpp +++ b/include/SciQLopPlots/Plotables/QCPAbstractPlottableWrapper.hpp @@ -21,65 +21,84 @@ ----------------------------------------------------------------------------*/ #pragma once +#include "SciQLopPlots/Plotables/SciQLopGraphComponent.hpp" #include "SciQLopPlots/Plotables/SciQLopGraphInterface.hpp" #include +template +inline void _set_selected(T* plottable, bool selected) +{ + if (plottable->selected() != selected) + { + if (selected) + plottable->setSelection(QCPDataSelection(plottable->data()->dataRange())); + else + plottable->setSelection(QCPDataSelection()); + } +} + +inline void set_selected(QCPAbstractPlottable* plottable, bool selected) +{ + if (auto graph = dynamic_cast(plottable); graph != nullptr) + { + _set_selected(graph, selected); + } + else if (auto curve = dynamic_cast(plottable); curve != nullptr) + { + _set_selected(curve, selected); + } +} + class SQPQCPAbstractPlottableWrapper : public SciQLopGraphInterface { Q_OBJECT + protected: - QList m_plottables; - inline QCustomPlot* _plot() const { return qobject_cast(this->parent()); } + QList> m_components; - void _register_plottable(QCPAbstractPlottable* plottable); + void _register_component(SciQLopGraphComponent* component); public: - SQPQCPAbstractPlottableWrapper(QCustomPlot* parent) : SciQLopGraphInterface(parent) { } - virtual ~SQPQCPAbstractPlottableWrapper() + SQPQCPAbstractPlottableWrapper(const QString& prefix, QCustomPlot* parent) + : SciQLopGraphInterface(prefix, parent) { - for (auto plottable : m_plottables) - { - if (_plot()->hasPlottable(plottable)) - _plot()->removePlottable(plottable); - } } - inline void clear_plottables() + virtual ~SQPQCPAbstractPlottableWrapper() { clear_plottables(); } + + inline void clear_plottables() { m_components.clear(); } + + const QList qcp_plottables() const noexcept { - for (auto plottable : m_plottables) - { - if (_plot()->hasPlottable(plottable)) - _plot()->removePlottable(plottable); - } - m_plottables.clear(); + QList plottables; + for (auto component : m_components) + plottables.append(component->plottable()); + return plottables; } - const QList& qcp_plottables() const noexcept { return m_plottables; } - template - inline T* newPlottable(QCPAxis* keyAxis, QCPAxis* valueAxis, const QString& name) + inline SciQLopGraphComponent* newComponent(QCPAxis* keyAxis, QCPAxis* valueAxis, + const QString& name) { - QCPAbstractPlottable* plottable = nullptr; + auto plot = keyAxis->parentPlot(); + SciQLopGraphComponent* component = nullptr; if constexpr (std::is_same_v) { - plottable = _plot()->addGraph(keyAxis, valueAxis); + component = new SciQLopGraphComponent(plot->addGraph(keyAxis, valueAxis), this); } - else if constexpr (std::is_same_v) + else if constexpr (std::is_same_v) { - plottable = new QCPColorMap(keyAxis, valueAxis); + component = new SciQLopGraphComponent(new QCPCurve(keyAxis, valueAxis), this); } - else if constexpr (std::is_same_v) + if (component) { - plottable = new QCPCurve(keyAxis, valueAxis); + component->set_name(name); + _register_component(component); } - else - return nullptr; - _register_plottable(plottable); - plottable->setName(name); - return reinterpret_cast(plottable); + return component; } - std::size_t plottable_count() const noexcept { return std::size(m_plottables); } + std::size_t plottable_count() const noexcept { return std::size(m_components); } virtual void set_visible(bool visible) noexcept override; virtual void set_labels(const QStringList& labels) override; @@ -88,6 +107,36 @@ class SQPQCPAbstractPlottableWrapper : public SciQLopGraphInterface virtual bool visible() const noexcept override; virtual QStringList labels() const noexcept override; + virtual void set_selected(bool selected) noexcept override; + virtual bool selected() const noexcept override; + + virtual SciQLopGraphComponentInterface* component(const QString& name) const noexcept override + { + for (auto component : m_components) + { + if (component->name() == name) + return component; + } + return nullptr; + } + + virtual SciQLopGraphComponentInterface* component(int index) const noexcept override + { + if (index == -1 || static_cast(index) >= plottable_count()) + index = plottable_count() - 1; + return m_components[index]; + } + + virtual QList components() const noexcept override + { + QList components; + components.reserve(std::size(m_components)); + for (auto component : m_components) + components.append(component); + return components; + } + + #ifndef BINDINGS_H Q_SIGNAL void plottable_created(QCPAbstractPlottable*); #endif // BINDINGS_H diff --git a/include/SciQLopPlots/Plotables/Resamplers/AbstractResampler.hpp b/include/SciQLopPlots/Plotables/Resamplers/AbstractResampler.hpp new file mode 100644 index 0000000..ebf93b8 --- /dev/null +++ b/include/SciQLopPlots/Plotables/Resamplers/AbstractResampler.hpp @@ -0,0 +1,249 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include +#include +#include +#include +#include +#include +#include +#include + +static inline QVector copy_data(const XYView& view, std::size_t column_index) +{ + QVector data(std::size(view)); + for (decltype(std::size(data)) i = 0UL; i < std::size(data); i++) + { + data[i] = QCPGraphData { view.x(i), view.y(i, column_index) }; + } + return data; +} + +struct ResamplerPlotInfo +{ + bool x_is_log = false; + bool y_is_log = false; + QSize plot_size; + QCPRange plot_range; +}; + +struct ResamplerData1d +{ + PyBuffer x; + PyBuffer y; + QCPRange x_range; + bool new_data = true; +}; + +inline XYView make_view(const ResamplerData1d& data, const ResamplerPlotInfo& plot_info) +{ + return XYView(data.x, data.y, plot_info.plot_range.lower, plot_info.plot_range.upper); +} + +struct ResamplerData2d +{ + PyBuffer x; + PyBuffer y; + PyBuffer z; + QCPRange x_range; + bool new_data = true; +}; + +inline XYZView make_view(const ResamplerData2d& data, const ResamplerPlotInfo& plot_info) +{ + return XYZView(data.x, data.y, data.z, plot_info.plot_range.lower, plot_info.plot_range.upper); +} + +template +class _AbstractResampler +{ +public: + using data_t = std::conditional_t; + +private: + QRecursiveMutex _data_mutex; + QRecursiveMutex _next_data_mutex; + data_t _data; + data_t _next_data; + QRecursiveMutex _plot_info_mutex; + ResamplerPlotInfo _plot_info; + +protected: + inline void _async_resample_callback() + { + { + QMutexLocker locker(&_data_mutex); + { + QMutexLocker locker(&_next_data_mutex); + _data = _next_data; + _next_data.new_data = false; + } + if constexpr (data2d) + { + static_cast(this)->_resample_impl(_data, _plot_info); + } + else + { + static_cast(this)->_resample_impl(_data, _plot_info); + } + } + } + + inline void set_next_plot_range(const QCPRange new_range) + { + QMutexLocker locker(&_plot_info_mutex); + _plot_info.plot_range = new_range; + } + + QCPRange _bounds(const PyBuffer& b) + { + const auto len = b.flat_size(); + if (len > 0) + { + return { b.data()[0], b.data()[len - 1] }; + } + return { std::nan(""), std::nan("") }; + } + + void _resample() { static_cast(this)->resample(_plot_info.plot_range); } + +public: + inline void setData(PyBuffer x, PyBuffer y, auto... maybe_z) + { + constexpr auto has_z = sizeof...(maybe_z) == 1; + static_assert(!(data2d xor has_z), "Data must be 2D or 3D"); + { + const QCPRange data_x_range = _bounds(x); + QMutexLocker locker(&_next_data_mutex); + _next_data + = data_t { std::move(x), std::move(y), std::move(maybe_z)..., data_x_range, true }; + static_cast(this)->resample(data_x_range); + } + } + + inline void set_x_scale_log(bool log) + { + { + QMutexLocker locker(&_plot_info_mutex); + _plot_info.x_is_log = log; + } + this->_resample(); + } + + inline void set_y_scale_log(bool log) + { + QMutexLocker locker(&_plot_info_mutex); + _plot_info.y_is_log = log; + this->_resample(); + } + + inline QCPRange x_range() + { + QMutexLocker locker(&_data_mutex); + return this->_data._x_range; + } + + QList get_data() + { + if constexpr (data2d) + { + QMutexLocker locker(&_data_mutex); + return { _data.x, _data.y, _data.z }; + } + else + { + QMutexLocker locker(&_data_mutex); + return { _data.x, _data.y }; + } + } + + void set_plot_size(QSize size) + { + QMutexLocker locker(&_plot_info_mutex); + _plot_info.plot_size = size; + this->_resample(); + } +}; + +struct AbstractResampler1d : public QObject, public _AbstractResampler +{ +private: + friend class _AbstractResampler; + +protected: + Q_OBJECT + std::size_t _line_cnt; + + Q_SLOT void _async_resample(); + +#ifndef BINDINGS_H + Q_SIGNAL void _resample_sig(); +#endif + + virtual void _resample_impl(const ResamplerData1d& data, const ResamplerPlotInfo& plot_info) + = 0; + +public: + AbstractResampler1d(SciQLopPlottableInterface* parent, std::size_t line_cnt); + virtual ~AbstractResampler1d() = default; + + inline SciQLopPlottableInterface* parent_plottable() const + { + return static_cast(QObject::parent()); + } + + void resample(const QCPRange new_range); + + inline void set_line_count(std::size_t line_cnt) { this->_line_cnt = line_cnt; } + + inline std::size_t line_count() const { return _line_cnt; } +}; + +struct AbstractResampler2d : public QObject, public _AbstractResampler +{ + friend class _AbstractResampler; + +protected: + Q_OBJECT + + Q_SLOT void _async_resample(); + +#ifndef BINDINGS_H + Q_SIGNAL void _resample_sig(); +#endif + + virtual void _resample_impl(const ResamplerData2d& data, const ResamplerPlotInfo& plot_info) + = 0; + +public: + AbstractResampler2d(SciQLopPlottableInterface* parent); + virtual ~AbstractResampler2d() = default; + + inline SciQLopPlottableInterface* parent_plottable() const + { + return static_cast(QObject::parent()); + } + + void resample(const QCPRange new_range); +}; diff --git a/include/SciQLopPlots/Plotables/Resamplers/SciQLopColorMapResampler.hpp b/include/SciQLopPlots/Plotables/Resamplers/SciQLopColorMapResampler.hpp new file mode 100644 index 0000000..a88cac0 --- /dev/null +++ b/include/SciQLopPlots/Plotables/Resamplers/SciQLopColorMapResampler.hpp @@ -0,0 +1,48 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2023, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Python/PythonInterface.hpp" +#include "SciQLopPlots/Python/Views.hpp" + +#include "AbstractResampler.hpp" + + +#include +#include +#include +#include + +struct ColormapResampler : public AbstractResampler2d +{ + Q_OBJECT + + void _resample_impl(const ResamplerData2d& data, const ResamplerPlotInfo& plot_info); + +public: +#ifndef BINDINGS_H + Q_SIGNAL void setGraphData(QCPColorMapData* data); +#endif // !BINDINGS_H + + ColormapResampler(SciQLopPlottableInterface* parent, bool y_scale_is_log); + ~ColormapResampler() = default; +}; diff --git a/include/SciQLopPlots/Plotables/SciQLopCurveResampler.hpp b/include/SciQLopPlots/Plotables/Resamplers/SciQLopCurveResampler.hpp similarity index 87% rename from include/SciQLopPlots/Plotables/SciQLopCurveResampler.hpp rename to include/SciQLopPlots/Plotables/Resamplers/SciQLopCurveResampler.hpp index 74cbea7..6c469df 100644 --- a/include/SciQLopPlots/Plotables/SciQLopCurveResampler.hpp +++ b/include/SciQLopPlots/Plotables/Resamplers/SciQLopCurveResampler.hpp @@ -23,22 +23,20 @@ #include "SciQLopPlots/Python/PythonInterface.hpp" -#include "SciQLopLineGraphResampler.hpp" +#include "AbstractResampler.hpp" #include #include - struct CurveResampler : public AbstractResampler1d { Q_OBJECT - void _resample( - const PyBuffer& x, const PyBuffer& y, const QCPRange newRange, bool new_data) override; + void _resample_impl(const ResamplerData1d& data, const ResamplerPlotInfo& plot_info); public: #ifndef BINDINGS_H Q_SIGNAL void setGraphData(QList> data); #endif // !BINDINGS_H - CurveResampler(std::size_t line_cnt); + CurveResampler(SciQLopPlottableInterface* parent, std::size_t line_cnt); }; diff --git a/include/SciQLopPlots/Plotables/Resamplers/SciQLopLineGraphResampler.hpp b/include/SciQLopPlots/Plotables/Resamplers/SciQLopLineGraphResampler.hpp new file mode 100644 index 0000000..0c8ba74 --- /dev/null +++ b/include/SciQLopPlots/Plotables/Resamplers/SciQLopLineGraphResampler.hpp @@ -0,0 +1,95 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2023, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Python/PythonInterface.hpp" + +#include "AbstractResampler.hpp" + +#include + +static inline QVector resample(const XYView& view, std::size_t column_index, + std::size_t dest_size) +{ + if (dest_size & 1) + dest_size++; + const auto view_size = std::size(view); + const auto x_0 = view.x(0); + const auto x_1 = view.x(view_size - 1); + auto dx = 2. * (x_1 - x_0) / static_cast(dest_size); + QVector data(dest_size); + { + auto key = x_0; + auto dest_index = 0UL; + auto next_x = x_0 + dx; + data[0].key = key; + data[0].value = std::nan(""); + data[1].key = key + dx / 2.; + data[1].value = std::nan(""); + for (auto view_index = 0UL; view_index < view_size; view_index++) + { + // @todo: A possible optimization would be to use a kind of iterator + // that polymorphic view is not cheap + auto x = view.x(view_index); + auto y = view.y(view_index, column_index); + while (x > next_x && dest_index < dest_size - 4) + { + dest_index += 2; + data[dest_index].key = next_x; + data[dest_index].value = std::nan(""); + data[dest_index + 1].key = next_x + dx / 2.; + data[dest_index + 1].value = std::nan(""); + next_x = dx * (dest_index + 2) + x_0; + } + + if (!std::isnan(y)) [[likely]] + { + // NaN comparison is always false + // Either value is NaN or y is smaller than value + if (!(data[dest_index].value < y)) + data[dest_index].value = y; + // Either value is NaN or y is greater than value + if (!(data[dest_index + 1].value > y)) + data[dest_index + 1].value = y; + } + } + if (dest_index < dest_size - 1) + { + data.resize(dest_index + 2); + } + } + return data; +} + +struct LineGraphResampler : public AbstractResampler1d +{ + Q_OBJECT + + void _resample_impl(const ResamplerData1d& data, const ResamplerPlotInfo& plot_info) override; + +public: +#ifndef BINDINGS_H + Q_SIGNAL void setGraphData(QList> data); +#endif + + LineGraphResampler(SciQLopPlottableInterface* parent,std::size_t line_cnt); +}; diff --git a/include/SciQLopPlots/Plotables/SciQLopColorMap.hpp b/include/SciQLopPlots/Plotables/SciQLopColorMap.hpp index 17cb7c2..b99f97d 100644 --- a/include/SciQLopPlots/Plotables/SciQLopColorMap.hpp +++ b/include/SciQLopPlots/Plotables/SciQLopColorMap.hpp @@ -20,7 +20,9 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #pragma once +#include "SciQLopPlots/DataProducer/DataProducer.hpp" #include "SciQLopPlots/Python/PythonInterface.hpp" +#include "SciQLopPlots/SciQLopPlotAxis.hpp" #include "QCPAbstractPlottableWrapper.hpp" #include "SciQLopPlots/enums.hpp" @@ -30,40 +32,156 @@ struct ColormapResampler; class QThread; -class SciQLopColorMap : public SQPQCPAbstractPlottableWrapper +class SciQLopColorMap : public SciQLopColorMapInterface { + bool _selected = false; ColormapResampler* _resampler = nullptr; QThread* _resampler_thread = nullptr; QTimer* _icon_update_timer; QCPRange _data_x_range; - QCPAxis* _keyAxis; - QCPAxis* _valueAxis; - QCPColorMap* _cmap; + SciQLopPlotAxis* _keyAxis; + SciQLopPlotAxis* _valueAxis; + SciQLopPlotColorScaleAxis* _colorScaleAxis; + QPointer _cmap; QMutex _data_swap_mutex; bool _auto_scale_y = false; + + ColorGradient _gradient; + Q_OBJECT inline QCustomPlot* _plot() const { return qobject_cast(this->parent()); } void _resample(const QCPRange& newRange); void _cmap_got_destroyed(); + inline QCPPlottableLegendItem* _legend_item() + { + if (_cmap) + { + auto plot = _plot(); + return plot->legend->itemWithPlottable(_cmap.data()); + } + return nullptr; + } + + Q_SLOT void _setGraphData(QCPColorMapData* data); + public: Q_ENUMS(FractionStyle) - explicit SciQLopColorMap(QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* valueAxis, - const QString& name, DataOrder dataOrder = ::DataOrder::RowMajor); + explicit SciQLopColorMap(QCustomPlot* parent, SciQLopPlotAxis* xAxis, + SciQLopPlotAxis* yAxis, SciQLopPlotColorScaleAxis* zAxis, const QString& name); virtual ~SciQLopColorMap() override; Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y, PyBuffer z) override; inline QCPColorMap* colorMap() const { return _cmap; } + void set_auto_scale_y(bool auto_scale_y); + inline bool auto_scale_y() const { return _auto_scale_y; } + inline virtual ColorGradient gradient() const noexcept override { return _gradient; } + + inline virtual void set_gradient(ColorGradient gradient) noexcept override + { + _gradient = gradient; + if (_cmap) + { + QCPColorGradient new_gradient; + switch (gradient) + { + + case ColorGradient::Grayscale: + new_gradient = QCPColorGradient::gpGrayscale; + break; + case ColorGradient::Hot: + new_gradient = QCPColorGradient::gpHot; + break; + case ColorGradient::Cold: + new_gradient = QCPColorGradient::gpCold; + break; + case ColorGradient::Night: + new_gradient = QCPColorGradient::gpNight; + break; + case ColorGradient::Candy: + new_gradient = QCPColorGradient::gpCandy; + break; + case ColorGradient::Geography: + new_gradient = QCPColorGradient::gpGeography; + break; + case ColorGradient::Ion: + new_gradient = QCPColorGradient::gpIon; + break; + case ColorGradient::Thermal: + new_gradient = QCPColorGradient::gpThermal; + break; + case ColorGradient::Polar: + new_gradient = QCPColorGradient::gpPolar; + break; + case ColorGradient::Spectrum: + new_gradient = QCPColorGradient::gpSpectrum; + break; + case ColorGradient::Jet: + new_gradient = QCPColorGradient::gpJet; + break; + case ColorGradient::Hues: + new_gradient = QCPColorGradient::gpHues; + break; + } + new_gradient.setNanHandling(QCPColorGradient::nhTransparent); + _cmap->setGradient(new_gradient); + _cmap->rescaleDataRange(true); + } + } + + virtual void set_selected(bool selected) noexcept override; + virtual bool selected() const noexcept override; + + inline virtual void set_name(const QString& name) noexcept override + { + this->setObjectName(name); + if (_cmap) + _cmap->setName(name); + } + + virtual void set_x_axis(SciQLopPlotAxisInterface* axis) noexcept override; + + virtual void set_y_axis(SciQLopPlotAxisInterface* axis) noexcept override; + + virtual SciQLopPlotAxisInterface* x_axis() const noexcept override { return _keyAxis; } + + virtual SciQLopPlotAxisInterface* y_axis() const noexcept override { return _valueAxis; } + + virtual SciQLopPlotAxisInterface* z_axis() const noexcept override { return _colorScaleAxis; } + + #ifndef BINDINGS_H Q_SIGNAL void auto_scale_y_changed(bool); #endif + private: ::DataOrder _dataOrder = DataOrder::RowMajor; }; + +class SciQLopColorMapFunction : public SciQLopColorMap +{ + Q_OBJECT + SimplePyCallablePipeline* m_pipeline; + + inline Q_SLOT void _set_data(PyBuffer x, PyBuffer y, PyBuffer z) + { + SciQLopColorMap::set_data(x, y, z); + } + +public: + explicit SciQLopColorMapFunction(QCustomPlot* parent, SciQLopPlotAxis* xAxis, + SciQLopPlotAxis* yAxis, SciQLopPlotColorScaleAxis* zAxis, GetDataPyCallable&& callable, + const QString& name); + + virtual ~SciQLopColorMapFunction() override = default; + + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y, PyBuffer z) override; + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y) override; +}; diff --git a/include/SciQLopPlots/Plotables/SciQLopColorMapResampler.hpp b/include/SciQLopPlots/Plotables/SciQLopColorMapResampler.hpp deleted file mode 100644 index 780b9f8..0000000 --- a/include/SciQLopPlots/Plotables/SciQLopColorMapResampler.hpp +++ /dev/null @@ -1,102 +0,0 @@ -/*------------------------------------------------------------------------------ --- This file is a part of the SciQLop Software --- Copyright (C) 2023, Plasma Physics Laboratory - CNRS --- --- This program is free software; you can redistribute it and/or modify --- it under the terms of the GNU General Public License as published by --- the Free Software Foundation; either version 2 of the License, or --- (at your option) any later version. --- --- This program is distributed in the hope that it will be useful, --- but WITHOUT ANY WARRANTY; without even the implied warranty of --- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the --- GNU General Public License for more details. --- --- You should have received a copy of the GNU General Public License --- along with this program; if not, write to the Free Software --- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA --------------------------------------------------------------------------------*/ -/*-- Author : Alexis Jeandet --- Mail : alexis.jeandet@member.fsf.org -----------------------------------------------------------------------------*/ -#pragma once - -#include "SciQLopPlots/Python/PythonInterface.hpp" - - -#include -#include -#include - - -struct ColormapResampler : public QObject -{ - Q_OBJECT - QMutex _mutex; - QMutex _range_mutex; - PyBuffer _x; - PyBuffer _y; - PyBuffer _z; - QCPRange _data_x_range; - std::size_t _line_cnt; - QCPAxis::ScaleType _scale_type; - QCPColorMapData* _last_data_ptr = nullptr; - std::size_t _max_y_size = 1000; - - - std::vector _optimal_y_scale( - const PyBuffer& x, const PyBuffer& y, QCPAxis::ScaleType scale_type); - - QCPColorMapData* _setDataLinear(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z); - - QCPColorMapData* _setDataLog(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z); - -#ifndef BINDINGS_H - Q_SIGNAL void _resample_sig(const QCPRange& newRange); -#endif // !BINDINGS_H - void _resample_slot(const QCPRange& newRange); - -public: -#ifndef BINDINGS_H - Q_SIGNAL void setGraphData(std::size_t index, QVector data); - Q_SIGNAL void refreshPlot(QCPColorMapData* data); -#endif // !BINDINGS_H - - ColormapResampler(QCPAxis::ScaleType scale_type); - - void resample(const QCPRange& newRange); - - inline QCPRange x_range() - { - QMutexLocker locker(&_mutex); - return this->_data_x_range; - } - - inline void setData(PyBuffer x, PyBuffer y, PyBuffer z, QCPAxis::ScaleType scale_type) - { - const auto len = x.flat_size(); - { - QMutexLocker range_lock { &_range_mutex }; - if (len > 0) - { - _data_x_range.lower = x.data()[0]; - _data_x_range.upper = x.data()[len - 1]; - } - else - { - _data_x_range.lower = std::nan(""); - _data_x_range.upper = std::nan(""); - } - } - { - QMutexLocker data_locker(&_mutex); - - _x = std::move(x); - _y = std::move(y); - _z = std::move(z); - - _scale_type = scale_type; - } - this->resample(_data_x_range); - } -}; diff --git a/include/SciQLopPlots/Plotables/SciQLopCurve.hpp b/include/SciQLopPlots/Plotables/SciQLopCurve.hpp index da1bae3..b6aa608 100644 --- a/include/SciQLopPlots/Plotables/SciQLopCurve.hpp +++ b/include/SciQLopPlots/Plotables/SciQLopCurve.hpp @@ -22,6 +22,7 @@ #pragma once #include "SciQLopPlots/Python/PythonInterface.hpp" +#include "SciQLopPlots/SciQLopPlotAxis.hpp" #include "QCPAbstractPlottableWrapper.hpp" #include "SciQLopLineGraph.hpp" #include "SciQLopPlots/enums.hpp" @@ -34,13 +35,12 @@ class SciQLopCurve : public SQPQCPAbstractPlottableWrapper CurveResampler* _resampler = nullptr; QThread* _resampler_thread = nullptr; - QCPAxis* _keyAxis; - QCPAxis* _valueAxis; + SciQLopPlotAxis* _keyAxis; + SciQLopPlotAxis* _valueAxis; Q_OBJECT - inline QCustomPlot* _plot() const { return qobject_cast(this->parent()); } - + //inline QCustomPlot* _plot() const { return qobject_cast(this->parent()); } void _range_changed(const QCPRange& newRange, const QCPRange& oldRange); @@ -54,46 +54,61 @@ class SciQLopCurve : public SQPQCPAbstractPlottableWrapper void clear_resampler(); void create_resampler(const QStringList& labels); void create_graphs(const QStringList& labels); + inline void create_curves(const QStringList& labels) { create_graphs(labels); } inline QCPCurve* line(std::size_t index) const { if (index < plottable_count()) - return dynamic_cast(m_plottables[index]); + return dynamic_cast(m_components[index]->plottable()); return nullptr; } inline const QList lines() const { QList curves; - for (auto plottable : m_plottables) - curves.append(qobject_cast(plottable)); + for (auto plottable : m_components) + curves.append(qobject_cast(plottable->plottable())); return curves; } public: Q_ENUMS(FractionStyle) - explicit SciQLopCurve( - QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* valueAxis, const QStringList& labels); + explicit SciQLopCurve(QCustomPlot* parent, SciQLopPlotAxis* keyAxis, SciQLopPlotAxis* valueAxis, + const QStringList& labels); - explicit SciQLopCurve(QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* valueAxis); + explicit SciQLopCurve(QCustomPlot* parent, SciQLopPlotAxis *keyAxis, SciQLopPlotAxis* valueAxis); virtual ~SciQLopCurve() override; Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y) override; virtual QList data() const noexcept override; + inline std::size_t line_count() const noexcept { return plottable_count(); } -}; + virtual void set_x_axis(SciQLopPlotAxisInterface* axis) noexcept override; + + virtual void set_y_axis(SciQLopPlotAxisInterface* axis) noexcept override; + + virtual SciQLopPlotAxisInterface* x_axis() const noexcept override { return _keyAxis; } + + virtual SciQLopPlotAxisInterface* y_axis() const noexcept override { return _valueAxis; } + +}; class SciQLopCurveFunction : public SciQLopCurve { Q_OBJECT SimplePyCallablePipeline* m_pipeline; + inline Q_SLOT void _set_data(PyBuffer x, PyBuffer y) { SciQLopCurve::set_data(x, y); } + public: - explicit SciQLopCurveFunction(QCustomPlot* parent, QCPAxis* key_axis, QCPAxis* value_axis, - GetDataPyCallable&& callable, const QStringList& labels); + explicit SciQLopCurveFunction(QCustomPlot* parent, SciQLopPlotAxis* key_axis, SciQLopPlotAxis* value_axis, + GetDataPyCallable&& callable, const QStringList& labels); virtual ~SciQLopCurveFunction() override = default; + + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y) override; + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y, PyBuffer z) override; }; diff --git a/include/SciQLopPlots/Plotables/SciQLopGraphComponent.hpp b/include/SciQLopPlots/Plotables/SciQLopGraphComponent.hpp new file mode 100644 index 0000000..cde95c2 --- /dev/null +++ b/include/SciQLopPlots/Plotables/SciQLopGraphComponent.hpp @@ -0,0 +1,288 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2023, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp" +#include + +inline QCPScatterStyle::ScatterShape _to_qcp_scatter_shape(GraphMarkerShape marker) +{ + switch (marker) + { + case GraphMarkerShape::Circle: + return QCPScatterStyle::ScatterShape::ssCircle; + case GraphMarkerShape::Square: + return QCPScatterStyle::ScatterShape::ssSquare; + case GraphMarkerShape::Triangle: + return QCPScatterStyle::ScatterShape::ssTriangle; + case GraphMarkerShape::Diamond: + return QCPScatterStyle::ScatterShape::ssDiamond; + case GraphMarkerShape::Star: + return QCPScatterStyle::ScatterShape::ssStar; + case GraphMarkerShape::Plus: + return QCPScatterStyle::ScatterShape::ssPlus; + default: + return QCPScatterStyle::ScatterShape::ssNone; + } +} + +inline GraphMarkerShape _from_qcp_scatter_style(QCPScatterStyle::ScatterShape shape) +{ + switch (shape) + { + case QCPScatterStyle::ssCircle: + return GraphMarkerShape::Circle; + case QCPScatterStyle::ssSquare: + return GraphMarkerShape::Square; + case QCPScatterStyle::ssTriangle: + return GraphMarkerShape::Triangle; + case QCPScatterStyle::ssDiamond: + return GraphMarkerShape::Diamond; + case QCPScatterStyle::ssStar: + return GraphMarkerShape::Star; + case QCPScatterStyle::ssPlus: + return GraphMarkerShape::Plus; + default: + return GraphMarkerShape::NoMarker; + } +} + +inline QCPGraph::LineStyle _to_qcp_line_style(GraphLineStyle style) +{ + switch (style) + { + case GraphLineStyle::Line: + return QCPGraph::LineStyle::lsLine; + case GraphLineStyle::StepLeft: + return QCPGraph::LineStyle::lsStepLeft; + case GraphLineStyle::StepRight: + return QCPGraph::LineStyle::lsStepRight; + case GraphLineStyle::StepCenter: + return QCPGraph::LineStyle::lsStepCenter; + default: + return QCPGraph::LineStyle::lsNone; + } +} + +inline GraphLineStyle _from_qcp_line_style(QCPGraph::LineStyle style) +{ + switch (style) + { + case QCPGraph::LineStyle::lsLine: + return GraphLineStyle::Line; + case QCPGraph::LineStyle::lsStepLeft: + return GraphLineStyle::StepLeft; + case QCPGraph::LineStyle::lsStepRight: + return GraphLineStyle::StepRight; + case QCPGraph::LineStyle::lsStepCenter: + return GraphLineStyle::StepCenter; + default: + return GraphLineStyle::NoLine; + } +} + +class SciQLopGraphComponent : public SciQLopGraphComponentInterface +{ + using graph_or_curve = std::variant; + + template + struct visitor : Ts... + { + using Ts::operator()...; + }; + template + visitor(Ts...) -> visitor; + + Q_OBJECT + QPointer m_plottable; + + inline QCustomPlot* _plot() const + { + if (m_plottable) + return m_plottable->parentPlot(); + return nullptr; + } + + inline graph_or_curve to_variant() const + { + if (auto graph = qobject_cast(m_plottable); graph != nullptr) + return graph; + else if (auto curve = qobject_cast(m_plottable); curve != nullptr) + return curve; + return std::monostate(); + } + + inline QCPPlottableLegendItem* _legend_item() + { + if (m_plottable) + { + auto plot = _plot(); + return plot->legend->itemWithPlottable(m_plottable.data()); + } + return nullptr; + } + + bool m_selected = false; + +public: + SciQLopGraphComponent(QCPAbstractPlottable* plottable, QObject* parent = nullptr); + ~SciQLopGraphComponent(); + + inline QCPAbstractPlottable* plottable() const noexcept { return m_plottable; } + + virtual void set_pen(const QPen& pen) noexcept override; + + inline virtual void set_color(const QColor& color) noexcept override + { + if (m_plottable) + { + auto pen = this->pen(); + pen.setColor(color); + this->set_pen(pen); + } + } + + inline virtual void set_line_style(GraphLineStyle style) noexcept override + { + if (m_plottable) + { + std::visit(visitor { [style](QCPGraph* any) + { any->setLineStyle(_to_qcp_line_style(style)); }, + [style](QCPCurve* any) + { + if (style == GraphLineStyle::NoLine) + any->setLineStyle(QCPCurve::lsNone); + else + any->setLineStyle(QCPCurve::lsLine); + }, + [](std::monostate) {} }, + to_variant()); + } + } + + inline virtual void set_marker_shape(GraphMarkerShape marker) noexcept override + { + if (m_plottable) + { + std::visit(visitor { [marker](auto any) + { + auto scatterStyle = any->scatterStyle(); + scatterStyle.setShape(_to_qcp_scatter_shape(marker)); + any->setScatterStyle(scatterStyle); + }, + [](std::monostate) {} }, + to_variant()); + } + } + + inline virtual void set_marker_pen(const QPen& pen) noexcept override + { + if (m_plottable) + { + std::visit(visitor { [pen](auto any) + { + auto scatterStyle = any->scatterStyle(); + scatterStyle.setPen(pen); + any->setScatterStyle(scatterStyle); + }, + [](std::monostate) {} }, + to_variant()); + } + } + + virtual void set_line_width(const qreal width) noexcept override; + + virtual void set_visible(bool visible) noexcept override; + + virtual void set_name(const QString& name) noexcept override; + + virtual void set_selected(bool selected) noexcept override; + + inline virtual QPen pen() const noexcept override + { + if (m_plottable) + return m_plottable->pen(); + return QPen(); + } + + virtual QColor color() const noexcept override; + + inline virtual GraphLineStyle line_style() const noexcept override + { + if (m_plottable) + { + return std::visit(visitor { [](QCPGraph* any) + { return _from_qcp_line_style(any->lineStyle()); }, + [](QCPCurve* any) + { + if (any->lineStyle() == QCPCurve::lsNone) + return GraphLineStyle::NoLine; + return GraphLineStyle::Line; + }, + [](std::monostate) { return GraphLineStyle::NoLine; } }, + to_variant()); + } + return GraphLineStyle::NoLine; + } + + inline virtual GraphMarkerShape marker_shape() const noexcept override + { + if (m_plottable) + { + return std::visit( + visitor { [](auto any) + { return _from_qcp_scatter_style(any->scatterStyle().shape()); }, + [](std::monostate) { return GraphMarkerShape::NoMarker; } }, + to_variant()); + } + return GraphMarkerShape::NoMarker; + } + + inline virtual QPen marker_pen() const noexcept override + { + if (m_plottable) + { + return std::visit(visitor { [](auto any) { return any->scatterStyle().pen(); }, + [](std::monostate) { return QPen(); } }, + to_variant()); + } + return QPen(); + } + + inline virtual qreal line_width() const noexcept override + { + if (m_plottable) + return m_plottable->pen().widthF(); + return 0; + } + + inline virtual bool visible() const noexcept override + { + if (m_plottable) + return m_plottable->visible(); + return false; + } + + inline virtual QString name() const noexcept override { return this->objectName(); } + + inline virtual bool selected() const noexcept override { return m_selected; } +}; diff --git a/include/SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp b/include/SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp new file mode 100644 index 0000000..4efb22e --- /dev/null +++ b/include/SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp @@ -0,0 +1,124 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Debug.hpp" +#include "SciQLopPlots/SciQLopPlotRange.hpp" +#include "SciQLopPlots/enums.hpp" + +#include +#include +#include +#include + +class SciQLopGraphComponentInterface : public QObject +{ + SciQLopPlotRange m_range; + Q_OBJECT + +public: + Q_PROPERTY(bool selected READ selected WRITE set_selected NOTIFY selection_changed) + + SciQLopGraphComponentInterface(QObject* parent = nullptr) : QObject(parent) { } + + virtual ~SciQLopGraphComponentInterface() = default; + + inline virtual void set_pen(const QPen& pen) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_color(const QColor& color) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_line_style(GraphLineStyle style) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_marker_shape(GraphMarkerShape marker) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_marker_pen(const QPen& pen) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_line_width(const qreal width) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_visible(bool visible) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_name(const QString& name) noexcept { this->setObjectName(name); } + + inline virtual void set_selected(bool selected) noexcept + { + WARN_ABSTRACT_METHOD; + Q_UNUSED(selected); + } + + inline virtual QPen pen() const noexcept + { + WARN_ABSTRACT_METHOD; + return QPen(); + } + + inline virtual QColor color() const noexcept + { + WARN_ABSTRACT_METHOD; + return QColor(); + } + + inline virtual GraphLineStyle line_style() const noexcept + { + WARN_ABSTRACT_METHOD; + return GraphLineStyle::NoLine; + } + + inline virtual GraphMarkerShape marker_shape() const noexcept + { + WARN_ABSTRACT_METHOD; + return GraphMarkerShape::NoMarker; + } + + inline virtual QPen marker_pen() const noexcept + { + WARN_ABSTRACT_METHOD; + return QPen(); + } + + inline virtual qreal line_width() const noexcept + { + WARN_ABSTRACT_METHOD; + return 0; + } + + inline virtual bool visible() const noexcept + { + WARN_ABSTRACT_METHOD; + return false; + } + + inline virtual QString name() const noexcept { return this->objectName(); } + + inline virtual bool selected() const noexcept + { + WARN_ABSTRACT_METHOD; + return false; + } + +#ifndef BINDINGS_H + Q_SIGNAL void visible_changed(bool visible); + Q_SIGNAL void name_changed(const QString& name); + Q_SIGNAL void colors_changed(const QList& colors); + Q_SIGNAL void replot(); + Q_SIGNAL void selection_changed(bool selected); +#endif +}; diff --git a/include/SciQLopPlots/Plotables/SciQLopGraphInterface.hpp b/include/SciQLopPlots/Plotables/SciQLopGraphInterface.hpp index 6be865a..20b9600 100644 --- a/include/SciQLopPlots/Plotables/SciQLopGraphInterface.hpp +++ b/include/SciQLopPlots/Plotables/SciQLopGraphInterface.hpp @@ -20,50 +20,212 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #pragma once - #include "SciQLopPlots/Python/PythonInterface.hpp" +#include "SciQLopPlots/Debug.hpp" +#include "SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp" #include "SciQLopPlots/SciQLopPlotRange.hpp" +#include "SciQLopPlots/enums.hpp" #include #include #include +#include #include -class SciQLopGraphInterface : public QObject +class SciQLopPlotAxisInterface; + +class SciQLopPlottableInterface : public QObject { - SciQLopPlotRange m_range; Q_OBJECT + +protected: + SciQLopPlotRange m_range; + public: - SciQLopGraphInterface(QObject* parent = nullptr); - virtual ~SciQLopGraphInterface() = default; + Q_PROPERTY(bool selected READ selected WRITE set_selected NOTIFY selection_changed) + + SciQLopPlottableInterface(QObject* parent = nullptr) : QObject(parent) { } + + virtual ~SciQLopPlottableInterface() = default; virtual void set_range(const SciQLopPlotRange& range); - virtual void set_visible(bool visible) noexcept { } - virtual void set_labels(const QStringList& labels) { } + + virtual void set_visible(bool visible) noexcept { WARN_ABSTRACT_METHOD; } + inline virtual void set_name(const QString& name) noexcept { this->setObjectName(name); } - virtual void set_colors(const QList& colors) { } virtual SciQLopPlotRange range() const noexcept { return m_range; } - virtual bool visible() const noexcept { return false; } - virtual QStringList labels() const noexcept { return QStringList(); } + virtual bool visible() const noexcept + { + WARN_ABSTRACT_METHOD; + return false; + } + virtual QString name() const noexcept { return this->objectName(); } - virtual QList colors() const noexcept { return QList(); } - Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y) {}; - Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y, PyBuffer z) {}; + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y) { WARN_ABSTRACT_METHOD; }; + + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y, PyBuffer z) { WARN_ABSTRACT_METHOD; }; + + Q_SLOT virtual void set_data(const QList& values) { WARN_ABSTRACT_METHOD; } + + virtual QList data() const noexcept + { + WARN_ABSTRACT_METHOD; + return QList(); + } - virtual QList data() const noexcept { return QList(); } + virtual void set_selected(bool selected) noexcept { WARN_ABSTRACT_METHOD; } + + virtual bool selected() const noexcept + { + WARN_ABSTRACT_METHOD; + return false; + } + + inline virtual void set_x_axis(SciQLopPlotAxisInterface* axis) noexcept + { + WARN_ABSTRACT_METHOD; + } + + inline virtual void set_y_axis(SciQLopPlotAxisInterface* axis) noexcept + { + WARN_ABSTRACT_METHOD; + } + + inline virtual void set_z_axis(SciQLopPlotAxisInterface* axis) noexcept + { + WARN_ABSTRACT_METHOD; + } + + inline virtual SciQLopPlotAxisInterface* x_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* y_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* z_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual std::size_t parent_plot_height() const noexcept + { + return qobject_cast(parent())->height(); + } + + inline virtual std::size_t parent_plot_width() const noexcept + { + return qobject_cast(parent())->width(); + } + + inline virtual QSize parent_plot_size() const noexcept + { + return qobject_cast(parent())->size(); + } #ifndef BINDINGS_H Q_SIGNAL void range_changed(SciQLopPlotRange range); Q_SIGNAL void visible_changed(bool visible); - Q_SIGNAL void labels_changed(const QStringList& labels); Q_SIGNAL void name_changed(const QString& name); - Q_SIGNAL void colors_changed(const QList& colors); Q_SIGNAL void replot(); Q_SIGNAL void data_changed(PyBuffer x, PyBuffer y); Q_SIGNAL void data_changed(PyBuffer x, PyBuffer y, PyBuffer z); + Q_SIGNAL void data_changed(const QList& values); + Q_SIGNAL void selection_changed(bool selected); + Q_SIGNAL void parent_plot_resized(const QSize& size); #endif }; + +class SciQLopGraphInterface : public SciQLopPlottableInterface +{ + Q_OBJECT + +public: + Q_PROPERTY(bool selected READ selected WRITE set_selected NOTIFY selection_changed) + + SciQLopGraphInterface(const QString& prefix = "Graph", QObject* parent = nullptr); + virtual ~SciQLopGraphInterface() = default; + + virtual void set_labels(const QStringList& labels) { WARN_ABSTRACT_METHOD; } + + virtual void set_colors(const QList& colors) { WARN_ABSTRACT_METHOD; } + + virtual QStringList labels() const noexcept + { + WARN_ABSTRACT_METHOD; + return QStringList(); + } + + virtual QList colors() const noexcept + { + WARN_ABSTRACT_METHOD; + return QList(); + } + + virtual SciQLopGraphComponentInterface* component(const QString& name) const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + virtual SciQLopGraphComponentInterface* component(int index) const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + virtual QList components() const noexcept + { + WARN_ABSTRACT_METHOD; + return QList(); + } + +#ifndef BINDINGS_H + Q_SIGNAL void labels_changed(const QStringList& labels); + Q_SIGNAL void colors_changed(const QList& colors); + Q_SIGNAL void component_list_changed(); +#endif +}; + +class SciQLopColorMapInterface : public SciQLopPlottableInterface +{ + Q_OBJECT + +public: + SciQLopColorMapInterface(QObject* parent = nullptr); + virtual ~SciQLopColorMapInterface() = default; + + inline virtual ColorGradient gradient() const noexcept + { + WARN_ABSTRACT_METHOD; + return ColorGradient::Jet; + } + + inline virtual void set_gradient(ColorGradient gradient) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_y_log_scale(bool y_log_scale) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual void set_z_log_scale(bool z_log_scale) noexcept { WARN_ABSTRACT_METHOD; } + + inline virtual bool y_log_scale() const noexcept + { + WARN_ABSTRACT_METHOD; + return false; + } + + inline virtual bool z_log_scale() const noexcept + { + WARN_ABSTRACT_METHOD; + return false; + } +}; diff --git a/include/SciQLopPlots/Plotables/SciQLopLineGraph.hpp b/include/SciQLopPlots/Plotables/SciQLopLineGraph.hpp index f0669a2..be8d921 100644 --- a/include/SciQLopPlots/Plotables/SciQLopLineGraph.hpp +++ b/include/SciQLopPlots/Plotables/SciQLopLineGraph.hpp @@ -23,6 +23,7 @@ #include "SciQLopPlots/Python/PythonInterface.hpp" +#include "SciQLopPlots/SciQLopPlotAxis.hpp" #include "../DataProducer/DataProducer.hpp" #include "QCPAbstractPlottableWrapper.hpp" #include @@ -34,12 +35,12 @@ class SciQLopLineGraph : public SQPQCPAbstractPlottableWrapper LineGraphResampler* _resampler = nullptr; QThread* _resampler_thread = nullptr; - QCPAxis* _keyAxis; - QCPAxis* _valueAxis; + SciQLopPlotAxis* _keyAxis; + SciQLopPlotAxis* _valueAxis; Q_OBJECT - inline QCustomPlot* _plot() const { return qobject_cast(this->parent()); } + //inline QCustomPlot* _plot() const { return qobject_cast(this->parent()); } void _setGraphData(QList> data); @@ -50,25 +51,26 @@ class SciQLopLineGraph : public SQPQCPAbstractPlottableWrapper void clear_graphs(bool graph_already_removed = false); void clear_resampler(); void create_resampler(const QStringList& labels); + inline const QList lines() const noexcept { QList graphs; - for (auto plottable : m_plottables) - graphs.append(qobject_cast(plottable)); + for (auto plottable : m_components) + graphs.append(qobject_cast(plottable->plottable())); return graphs; } inline QCPGraph* line(std::size_t index) const { if (index < plottable_count()) - return qobject_cast(m_plottables[index]); + return qobject_cast(m_components[index]->plottable()); return nullptr; } public: Q_ENUMS(FractionStyle) - explicit SciQLopLineGraph(QCustomPlot* parent, QCPAxis* key_axis, QCPAxis* value_axis, - const QStringList& labels = QStringList()); + explicit SciQLopLineGraph(QCustomPlot* parent, SciQLopPlotAxis *key_axis, SciQLopPlotAxis *value_axis, + const QStringList& labels = QStringList()); virtual ~SciQLopLineGraph() override; @@ -77,11 +79,18 @@ class SciQLopLineGraph : public SQPQCPAbstractPlottableWrapper inline std::size_t line_count() const noexcept { return plottable_count(); } + virtual void set_x_axis(SciQLopPlotAxisInterface* axis) noexcept override; + + virtual void set_y_axis(SciQLopPlotAxisInterface* axis) noexcept override; + + virtual SciQLopPlotAxisInterface* x_axis() const noexcept override { return _keyAxis; } + + virtual SciQLopPlotAxisInterface* y_axis() const noexcept override { return _valueAxis; } + private: void create_graphs(const QStringList& labels); }; - class SciQLopLineGraphFunction : public SciQLopLineGraph { Q_OBJECT @@ -90,10 +99,11 @@ class SciQLopLineGraphFunction : public SciQLopLineGraph inline Q_SLOT void _set_data(PyBuffer x, PyBuffer y) { SciQLopLineGraph::set_data(x, y); } public: - explicit SciQLopLineGraphFunction(QCustomPlot* parent, QCPAxis* key_axis, QCPAxis* value_axis, - GetDataPyCallable&& callable, const QStringList& labels); + explicit SciQLopLineGraphFunction(QCustomPlot* parent, SciQLopPlotAxis* key_axis, SciQLopPlotAxis* value_axis, + GetDataPyCallable&& callable, const QStringList& labels); virtual ~SciQLopLineGraphFunction() override = default; Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y) override; + Q_SLOT virtual void set_data(PyBuffer x, PyBuffer y, PyBuffer z) override; }; diff --git a/include/SciQLopPlots/Plotables/SciQLopLineGraphResampler.hpp b/include/SciQLopPlots/Plotables/SciQLopLineGraphResampler.hpp deleted file mode 100644 index d75a40d..0000000 --- a/include/SciQLopPlots/Plotables/SciQLopLineGraphResampler.hpp +++ /dev/null @@ -1,163 +0,0 @@ -/*------------------------------------------------------------------------------ --- This file is a part of the SciQLop Software --- Copyright (C) 2023, Plasma Physics Laboratory - CNRS --- --- This program is free software; you can redistribute it and/or modify --- it under the terms of the GNU General Public License as published by --- the Free Software Foundation; either version 2 of the License, or --- (at your option) any later version. --- --- This program is distributed in the hope that it will be useful, --- but WITHOUT ANY WARRANTY; without even the implied warranty of --- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the --- GNU General Public License for more details. --- --- You should have received a copy of the GNU General Public License --- along with this program; if not, write to the Free Software --- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA --------------------------------------------------------------------------------*/ -/*-- Author : Alexis Jeandet --- Mail : alexis.jeandet@member.fsf.org -----------------------------------------------------------------------------*/ -#pragma once - -#include "SciQLopPlots/Python/PythonInterface.hpp" - - -#include -#include - - -template -static inline QVector resample(const XYView& view, std::size_t column_index) -{ - static_assert(dest_size % 2 == 0); - const auto x_0 = view.x(0); - const auto x_1 = view.x(std::size(view) - 1); - auto dx = 2. * (x_1 - x_0) / dest_size; - QVector data(dest_size); - std::size_t data_index = 0UL; - std::size_t view_index = 0UL; - - for (auto bucket = 0UL; bucket < dest_size / 2; bucket++) - { - { - const auto bucket_start_x = view.x(view_index); - double bucket_max_x = std::min(bucket_start_x + dx, x_1); - double max_value = std::nan(""); - double min_value = std::nan(""); - auto current_x = bucket_start_x; - while (current_x < bucket_max_x && view_index < std::size(view)) - { - current_x = view.x(view_index); - auto v = view.y(view_index++, column_index); - max_value = std::fmax(max_value, v); - min_value = std::fmin(min_value, v); - } - data[data_index++] = QCPGraphData { bucket_start_x, min_value }; - data[data_index++] = QCPGraphData { bucket_start_x + dx / 2., max_value }; - } - } - return data; -} - -static inline QVector copy_data(const XYView& view, std::size_t column_index) -{ - QVector data(std::size(view)); - for (auto i = 0UL; i < std::size(data); i++) - { - data[i] = QCPGraphData { view.x(i), view.y(i, column_index) }; - } - return data; -} - -struct ResamplerData -{ - PyBuffer x; - PyBuffer y; - QCPRange _x_range; - QCPRange _plot_range; - bool new_data = true; -}; - -struct AbstractResampler1d : public QObject -{ -protected: - Q_OBJECT - QRecursiveMutex _data_mutex; - QRecursiveMutex _next_data_mutex; - ResamplerData _data; - ResamplerData _next_data; - std::size_t _line_cnt; -#ifndef BINDINGS_H - Q_SIGNAL void _resample_sig(); -#endif - void _resample_slot(); - - virtual void _resample( - const PyBuffer& x, const PyBuffer& y, const QCPRange new_range, bool new_data) - = 0; - -public: - AbstractResampler1d(std::size_t line_cnt); - - void resample(const QCPRange new_range); - - inline QCPRange x_range() - { - QMutexLocker locker(&_data_mutex); - auto rng = this->_data._x_range; - return rng; - } - - inline void set_line_count(std::size_t line_cnt) - { - QMutexLocker locker(&_data_mutex); - this->_line_cnt = line_cnt; - } - - inline void setData(PyBuffer x, PyBuffer y) - { - { - QCPRange _data_x_range; - const auto len = x.flat_size(); - if (len > 0) - { - _data_x_range.lower = x.data()[0]; - _data_x_range.upper = x.data()[len - 1]; - } - else - { - _data_x_range.lower = std::nan(""); - _data_x_range.upper = std::nan(""); - } - QMutexLocker locker(&_next_data_mutex); - _next_data - = ResamplerData { std::move(x), std::move(y), _data_x_range, _data_x_range, true }; - this->resample(_data_x_range); - } - } - - inline std::size_t line_count() const { return _line_cnt; } - - QList get_data() - { - QMutexLocker locker(&_data_mutex); - return { _data.x, _data.y }; - } -}; - -struct LineGraphResampler : public AbstractResampler1d -{ - Q_OBJECT - - void _resample( - const PyBuffer& x, const PyBuffer& y, const QCPRange new_range, bool new_data) override; - -public: -#ifndef BINDINGS_H - Q_SIGNAL void setGraphData(QList> data); -#endif - - LineGraphResampler(std::size_t line_cnt); -}; diff --git a/include/SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp b/include/SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp new file mode 100644 index 0000000..378208b --- /dev/null +++ b/include/SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp @@ -0,0 +1,72 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Python/PythonInterface.hpp" + +#include "SciQLopPlots/Debug.hpp" +#include "SciQLopPlots/SciQLopPlotInterface.hpp" +#include "SciQLopPlots/SciQLopPlotAxis.hpp" +#include "SciQLopPlots/SciQLopPlot.hpp" +#include "QCPAbstractPlottableWrapper.hpp" +#include "SciQLopLineGraph.hpp" +#include "SciQLopPlots/enums.hpp" +#include + +#include "SciQLopPlots/Plotables/SciQLopCurve.hpp" + + +class SciQLopNDProjectionCurves : public SciQLopGraphInterface +{ + Q_OBJECT + QList m_curves; + + +public: + explicit SciQLopNDProjectionCurves(SciQLopPlotInterface* parent, QList& plots, const QStringList& labels); + virtual ~SciQLopNDProjectionCurves() override = default; + + Q_SLOT virtual void set_data(const QList& data) override; + virtual void set_selected(bool selected) noexcept override; + virtual bool selected() const noexcept override; +}; + + +class SciQLopNDProjectionCurvesFunction : public SciQLopNDProjectionCurves +{ + Q_OBJECT + SimplePyCallablePipeline* m_pipeline; + + inline Q_SLOT void _set_data(QList data) + { + SciQLopNDProjectionCurves::set_data(data); + } + +public: + explicit SciQLopNDProjectionCurvesFunction(SciQLopPlotInterface* parent, QList& plots, + GetDataPyCallable&& callable, const QStringList& labels); + + virtual ~SciQLopNDProjectionCurvesFunction() override = default; + + Q_SLOT virtual void set_data(const QList& data) override; + +}; diff --git a/include/SciQLopPlots/Products/ProductsModel.hpp b/include/SciQLopPlots/Products/ProductsModel.hpp new file mode 100644 index 0000000..82c3978 --- /dev/null +++ b/include/SciQLopPlots/Products/ProductsModel.hpp @@ -0,0 +1,71 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/Products/ProductsNode.hpp" +#include +#include +#include +#include + +inline constexpr auto PRODUCT_FILTER_ROLE = Qt::UserRole + 1; + +class ProductsModel : public QAbstractItemModel +{ + Q_OBJECT + ProductsModelNode* m_rootNode; + QStringListModel* m_completer_model; + + QModelIndex make_index(ProductsModelNode* node); + + void _add_to_completer(const QString& value); + void _add_to_completer(ProductsModelNode* node); + + void _insert_node(ProductsModelNode* node, ProductsModelNode* parent); + + void _add_text_mime_data(QMimeData* mime_data, const QModelIndexList& indexes) const; + +public: + ProductsModel(QObject* parent = nullptr); + ~ProductsModel() = default; + + QModelIndex index(int row, int column, + const QModelIndex& parent = QModelIndex()) const override; + QModelIndex parent(const QModelIndex& index) const override; + int rowCount(const QModelIndex& parent = QModelIndex()) const override; + int columnCount(const QModelIndex& parent = QModelIndex()) const override; + QVariant data(const QModelIndex& index, int role = Qt::DisplayRole) const override; + Qt::ItemFlags flags(const QModelIndex& index) const override; + + QMimeData* mimeData(const QModelIndexList& indexes) const override; + + static QList decode_mime_data(const QMimeData* mime_data); + + inline QStringListModel* completer_model() const { return m_completer_model; } + + Q_SLOT void add_node(QStringList path, ProductsModelNode* obj); + + static ProductsModelNode* node(const QStringList& path); + + inline static QString mime_type() { return "application/x-product"; } + + static ProductsModel* instance(); +}; diff --git a/include/SciQLopPlots/Products/ProductsNode.hpp b/include/SciQLopPlots/Products/ProductsNode.hpp new file mode 100644 index 0000000..55cf613 --- /dev/null +++ b/include/SciQLopPlots/Products/ProductsNode.hpp @@ -0,0 +1,111 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include "SciQLopPlots/enums.hpp" +#include +#include +#include +#include + +enum class ProductsModelNodeType +{ + ROOT, + PARAMETER, + FOLDER +}; + +class ProductsModelNode : public QObject +{ + Q_OBJECT + QList m_children; + ProductsModelNodeType m_node_type; + + ProductsModelNode* _root_node(); + + QMap m_metadata; + + QString m_icon; + QString m_tooltip; + QString m_raw_text; + + ParameterType m_parameter_type; + QString m_provider; + +public: + ProductsModelNode(const QString& name, const QMap& metadata = {}, + const QString& icon = "", QObject* parent = nullptr); + + ProductsModelNode(const QString& name, const QString& provider, + const QMap& metadata, ProductsModelNodeType node_type, + ParameterType parameter_type, const QString& icon = "", + QObject* parent = nullptr); + + virtual ~ProductsModelNode() = default; + + ProductsModelNode* parent_node() { return qobject_cast(parent()); } + + inline ProductsModelNode* child(int row) { return m_children.value(row, nullptr); } + + inline ProductsModelNode* child(const QString& name) + { + for (auto child : m_children) + { + if (child->objectName() == name) + return child; + } + return nullptr; + } + + inline int child_row(ProductsModelNode* child) { return m_children.indexOf(child); } + + inline int children_count() { return m_children.size(); } + + inline QList children_nodes() { return m_children; } + + void add_child(ProductsModelNode* child); + + QStringList path(); + + void set_icon(const QString& name); + + const QIcon& icon(); + + void set_tooltip(const QString& tooltip); + + inline const QString& tooltip() const noexcept { return m_tooltip; } + + const QMap& metadata() const noexcept { return m_metadata; } + + inline const QVariant metadata(const QString& key) const noexcept { return m_metadata[key]; } + + inline ProductsModelNodeType node_type() const noexcept { return m_node_type; } + + inline QString name() const noexcept { return objectName(); } + + inline const QString& raw_text() const noexcept { return m_raw_text; } + + QStringList completions() const noexcept; + + inline ParameterType parameter_type() const noexcept { return m_parameter_type; } + + inline const QString& provider() const noexcept { return m_provider; } +}; diff --git a/include/SciQLopPlots/Products/ProductsView.hpp b/include/SciQLopPlots/Products/ProductsView.hpp new file mode 100644 index 0000000..11703ae --- /dev/null +++ b/include/SciQLopPlots/Products/ProductsView.hpp @@ -0,0 +1,46 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include + +class QLineEdit; +class QTreeView; +class QCompleter; +class QSortFilterProxyModel; +class QTimer; + +class ProductsView : public QWidget +{ + Q_OBJECT + QTreeView* m_tree_view; + QLineEdit* m_search_line_edit; + QCompleter* m_completer; + QSortFilterProxyModel* m_proxy_model; + QTimer* m_search_timer; + + Q_SLOT void update_filter(); + +public: + ProductsView(QWidget* parent = nullptr); + virtual ~ProductsView() = default; +}; diff --git a/include/SciQLopPlots/Profiling.hpp b/include/SciQLopPlots/Profiling.hpp new file mode 100644 index 0000000..3000c79 --- /dev/null +++ b/include/SciQLopPlots/Profiling.hpp @@ -0,0 +1,51 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#ifdef TRACY_ENABLE + +#include +#define PROFILE_HERE ZoneScoped +#define PROFILE_HERE_N(name) ZoneScopedN(name) +#define PROFILE_HERE_NC(name, color) ZoneScopedNC(name, color) +#define PROFILE_PASS_VALUE(value) ZoneValue(value) + + +#ifdef PROFILE_MEMORY + +#include +#include + +void* operator new(std::size_t n); + +void operator delete(void* ptr) noexcept; + +#endif + +#else + +#define PROFILE_HERE +#define PROFILE_HERE_N(name) +#define PROFILE_HERE_NC(name, color) +#define PROFILE_PASS_VALUE(value) + +#endif diff --git a/include/SciQLopPlots/Python/PythonInterface.hpp b/include/SciQLopPlots/Python/PythonInterface.hpp index d2ed78f..f0aa4a8 100644 --- a/include/SciQLopPlots/Python/PythonInterface.hpp +++ b/include/SciQLopPlots/Python/PythonInterface.hpp @@ -21,13 +21,12 @@ ----------------------------------------------------------------------------*/ #pragma once - #include +#include #include #include #include -#include #include #include @@ -42,35 +41,70 @@ extern "C" #endif } - struct ArrayViewBase { virtual ~ArrayViewBase() = default; virtual double operator[](std::pair index) const = 0; - virtual std::unique_ptr view( - std::size_t first_row = 0, std::size_t last_row = 0) const + virtual std::unique_ptr view(std::size_t first_row = 0, + std::size_t last_row = 0) const = 0; virtual std::size_t flat_size() const noexcept = 0; + virtual std::size_t size(int index = 0) const noexcept = 0; +}; + +struct ArrayView1D : public ArrayViewBase +{ +private: + double* ptr; + std::size_t start; // first row + std::size_t stop; // last row + std::size_t _size; + +public: + ArrayView1D(double* ptr, std::size_t start, std::size_t stop) + : ptr(ptr), start(start), stop(stop), _size(stop - start) + { + } + + inline double operator[](std::pair index) const override + { + return ptr[index.first + start]; + } + + std::unique_ptr view(std::size_t first_row = 0, + std::size_t last_row = 0) const override + { + if (last_row == 0) + last_row = stop - start; + return std::make_unique(ptr, first_row + start, last_row + start); + } + + inline std::size_t flat_size() const noexcept override { return _size; } + + inline std::size_t size(int index = 0) const noexcept override { return _size; } }; template struct ArrayView2D : public ArrayViewBase { +private: double* ptr; std::size_t n_rows; std::size_t n_cols; std::size_t start; // first row std::size_t stop; // last row + std::size_t _flat_size; - ArrayView2D( - double* ptr, std::size_t n_rows, std::size_t n_cols, std::size_t start, std::size_t stop) +public: + ArrayView2D(double* ptr, std::size_t n_rows, std::size_t n_cols, std::size_t start, + std::size_t stop) : ptr(ptr) , n_rows(n_rows) , n_cols(std::max(n_cols, std::size_t { 1UL })) , start(start) , stop(stop) + , _flat_size((stop - start) * n_cols) { - assert(stop <= n_rows); } inline double operator[](std::pair index) const override @@ -85,15 +119,23 @@ struct ArrayView2D : public ArrayViewBase } } - std::unique_ptr view( - std::size_t first_row = 0, std::size_t last_row = 0) const override + std::unique_ptr view(std::size_t first_row = 0, + std::size_t last_row = 0) const override { if (last_row == 0) last_row = n_rows; - return std::make_unique>(ptr, n_rows, n_cols, first_row, last_row); + return std::make_unique>(ptr, n_rows, n_cols, first_row + start, + last_row + start); } - inline std::size_t flat_size() const noexcept override { return (stop - start) * n_cols; } + inline std::size_t flat_size() const noexcept override { return _flat_size; } + + inline std::size_t size(int index = 0) const noexcept override + { + if (index == 0) + return stop - start; + return n_cols; + } }; @@ -136,18 +178,18 @@ struct PyBuffer std::size_t ndim() const; - std::size_t size(std::size_t index = 0); + std::size_t size(std::size_t index = 0) const; std::size_t flat_size() const; double* data() const; inline auto operator[](std::size_t position) { return data()[position]; } + inline const auto operator[](std::size_t position) const { return data()[position]; } std::vector to_std_vect(); - inline auto begin() noexcept { return data(); } inline auto end() noexcept { return data() + flat_size(); } @@ -161,17 +203,20 @@ struct PyBuffer inline const auto cend() const noexcept { return data() + flat_size(); } inline auto front() { return *begin(); } + inline auto back() { return *(end() - 1); } bool row_major() const; - inline std::unique_ptr view( - std::size_t first_row = 0, std::size_t last_row = 0) const + inline std::unique_ptr view(std::size_t first_row = 0, + std::size_t last_row = 0) const { if (last_row == 0) last_row = shape()[0]; if (is_valid()) { + if (ndim() == 1) + return std::make_unique(data(), first_row, last_row); if (row_major()) return std::make_unique>( data(), shape()[0], ndim() == 1 ? 0 : shape()[1], first_row, last_row); @@ -181,10 +226,10 @@ struct PyBuffer } return nullptr; } + PyObject* py_object() const; }; - namespace std { @@ -211,44 +256,6 @@ inline auto cend(const PyBuffer& v) } -struct XYView -{ -private: - std::unique_ptr _x; - std::unique_ptr _y; - -public: - explicit XYView( - const PyBuffer& x, const PyBuffer& y, std::size_t start = 0, std::size_t stop = 0) - { - this->_x = x.view(start, stop); - this->_y = y.view(start, stop); - } - - explicit XYView(const PyBuffer& x, const PyBuffer& y, double x_start, double x_stop) - { - std::size_t start_index = std::distance( - x.data(), std::upper_bound(x.data(), x.data() + x.flat_size(), x_start)); - std::size_t stop_index - = std::distance(x.data(), std::lower_bound(x.data(), x.data() + x.flat_size(), x_stop)); - this->_x = x.view(start_index, stop_index); - this->_y = y.view(start_index, stop_index); - } - - inline double x(std::size_t i) const { return (*_x)[{ i, 0 }]; } - inline double y(std::size_t i, std::size_t j) const { return (*_y)[{ i, j }]; } - - inline std::size_t size() const { return std::size(*_x); } -}; - -namespace std -{ -inline std::size_t size(const XYView& view) -{ - return view.size(); -} -} - struct _GetDataPyCallable_impl; struct GetDataPyCallable diff --git a/include/SciQLopPlots/Python/Views.hpp b/include/SciQLopPlots/Python/Views.hpp new file mode 100644 index 0000000..fd8202f --- /dev/null +++ b/include/SciQLopPlots/Python/Views.hpp @@ -0,0 +1,223 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "PythonInterface.hpp" + +#include +#include +#include + +#include +#include +#include +#include + + +struct XYView +{ +private: + std::unique_ptr _x; + std::unique_ptr _y; + +public: + explicit XYView(const PyBuffer& x, const PyBuffer& y, std::size_t start = 0, + std::size_t stop = 0) + { + this->_x = x.view(start, stop); + this->_y = y.view(start, stop); + } + + explicit XYView(const PyBuffer& x, const PyBuffer& y, double x_start, double x_stop) + { + std::size_t start_index = std::distance( + x.data(), std::upper_bound(x.data(), x.data() + x.flat_size(), x_start)); + std::size_t stop_index + = std::distance(x.data(), std::lower_bound(x.data(), x.data() + x.flat_size(), x_stop)); + this->_x = x.view(start_index, stop_index); + this->_y = y.view(start_index, stop_index); + } + + inline double x(std::size_t i) const { return (*_x)[{ i, 0 }]; } + + inline double y(std::size_t i, std::size_t j) const { return (*_y)[{ i, j }]; } + + inline std::size_t size() const { return std::size(*_x); } +}; + +struct XYZView +{ +private: + std::unique_ptr _x; + std::unique_ptr _y; + std::unique_ptr _z; + bool _y_is_2d; + + inline void _init_views(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, + std::size_t start, std::size_t stop) + { + _y_is_2d = (y.ndim() == 2) ? 1 : 0; + this->_x = x.view(start, stop); + this->_z = z.view(start, stop); + if (_y_is_2d) + { + this->_y = y.view(start, stop); + } + else + { + this->_y = y.view(); + } + } + +public: + explicit XYZView(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, std::size_t start = 0, + std::size_t stop = 0) + { + _init_views(x, y, z, start, stop); + } + + explicit XYZView(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, double x_start, + double x_stop) + { + std::size_t start_index = std::distance( + x.data(), std::upper_bound(x.data(), x.data() + x.flat_size(), x_start)); + std::size_t stop_index + = std::distance(x.data(), std::lower_bound(x.data(), x.data() + x.flat_size(), x_stop)); + _init_views(x, y, z, start_index, stop_index); + } + + inline double x(std::size_t i) const { return (*_x)[{ i, 0 }]; } + + inline double y(std::size_t i, std::size_t j) const + { + if (_y_is_2d) + { + return (*_y)[{ i, j }]; + } + return (*_y)[{ j, 0 }]; + } + + inline double z(std::size_t i, std::size_t j) const { return (*_z)[{ i, j }]; } + + inline std::size_t size() const { return std::size(*_x); } + + inline bool y_is_2d() const { return _y_is_2d; } + + inline std::pair y_shape() const + { + if (_y_is_2d) + { + return { _y->size(0), _y->size(1) }; + } + return { 1UL, _y->size(0) }; + } + + inline std::pair z_shape() const + { + return { _z->size(0), _z->size(1) }; + } +}; + +inline double _nan_safe_min(const double a, const double b) +{ + if (std::isnan(a)) + { + return b; + } + if (std::isnan(b)) + { + return a; + } + return std::min(a, b); +} + +inline double _nan_safe_max(const double a, const double b) +{ + if (std::isnan(a)) + { + return b; + } + if (std::isnan(b)) + { + return a; + } + return std::max(a, b); +} + +inline std::pair y_bounds(const XYZView& v, std::size_t row, std::size_t n_cols, + double min = std::nan(""), double max = std::nan("")) +{ + { + auto j = 0UL; + auto val = v.y(row, j); + while (std::isnan(val) && j < n_cols) + { + j++; + val = v.y(row, j); + } + min = _nan_safe_min(val, min); + } + { + auto j = n_cols - 1; + auto val = v.y(row, j); + while (std::isnan(val) && (j > 0)) + { + j--; + val = v.y(row, j); + } + max = _nan_safe_max(val, max); + } + + return { min, max }; +} + +inline std::pair y_bounds(const XYZView& v) +{ + auto shape = v.y_shape(); + if (!v.y_is_2d()) + { + return y_bounds(v, 0, shape.second); + } + else + { + auto b = std::pair { std::nan(""), std::nan("") }; + for (auto i = 0UL; i < shape.first; i++) + { + b = y_bounds(v, i, shape.second, b.first, b.second); + } + return b; + } +} + +namespace std +{ +inline std::size_t size(const XYView& view) +{ + return view.size(); +} + +inline std::size_t size(const XYZView& view) +{ + return view.size(); +} + +} diff --git a/include/SciQLopPlots/SciQLopNDProjectionPlot.hpp b/include/SciQLopPlots/SciQLopNDProjectionPlot.hpp new file mode 100644 index 0000000..e7947ff --- /dev/null +++ b/include/SciQLopPlots/SciQLopNDProjectionPlot.hpp @@ -0,0 +1,77 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + + +#include "SciQLopPlots/SciQLopPlot.hpp" +#include "SciQLopPlots/SciQLopPlotInterface.hpp" + +class SciQLopNDProjectionPlot : public SciQLopPlotInterface +{ + Q_OBJECT + +protected: + SciQLopPlotDummyAxis* m_time_axis = nullptr; + QList m_color_palette; + int m_color_palette_index = 0; + QList m_plots; + bool m_linked_axes = false; + + virtual SciQLopGraphInterface* + plot_impl(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, + QObject* sync_with = nullptr) override; + + virtual SciQLopGraphInterface* + plot_impl(const QList& data, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphType graph_type = ::GraphType::ParametricCurve, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) override; + + +public: + SciQLopNDProjectionPlot(std::size_t projection_count = 3, QWidget* parent = nullptr); + virtual ~SciQLopNDProjectionPlot() Q_DECL_OVERRIDE = default; + + void set_linked_axes(bool linked) noexcept; + + inline bool linked_axes() const noexcept { return m_linked_axes; } + + virtual SciQLopPlottableInterface* plottable(int index = -1) override; + virtual SciQLopPlottableInterface* plottable(const QString& name) override; + virtual QList plottables() const noexcept override; + + inline virtual QList color_palette() const noexcept override { return m_color_palette; } + + inline virtual void set_color_palette(const QList& palette) noexcept override + { + m_color_palette = palette; + for (auto* plot : m_plots) + plot->set_color_palette(palette); + } + + inline virtual SciQLopPlotAxisInterface* time_axis() const noexcept override + { + return m_time_axis; + } +}; diff --git a/include/SciQLopPlots/SciQLopPlot.hpp b/include/SciQLopPlots/SciQLopPlot.hpp index b5594f8..59ce092 100644 --- a/include/SciQLopPlots/SciQLopPlot.hpp +++ b/include/SciQLopPlots/SciQLopPlot.hpp @@ -20,6 +20,7 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #pragma once +#include "SciQLopPlots/Inspector/InspectorBase.hpp" #include "SciQLopPlots/Items/SciQLopPlotItem.hpp" #include "SciQLopPlots/Items/SciQLopTracer.hpp" #include "SciQLopPlots/Plotables/SciQLopColorMap.hpp" @@ -28,6 +29,7 @@ #include "SciQLopPlots/Python/PythonInterface.hpp" #include "SciQLopPlots/SciQLopPlotAxis.hpp" #include "SciQLopPlots/SciQLopPlotInterface.hpp" +#include "SciQLopPlots/SciQLopPlotLegend.hpp" #include "SciQLopPlots/enums.hpp" #include #include @@ -47,7 +49,8 @@ class SciQLopPlot : public QCustomPlot QList m_axes; bool m_replot_pending = false; - QList m_plottables; + QList m_plottables; + SciQLopColorMap* m_color_map = nullptr; public: #ifndef BINDINGS_H @@ -56,6 +59,9 @@ class SciQLopPlot : public QCustomPlot Q_SIGNAL void x2_axis_range_changed(SciQLopPlotRange range); Q_SIGNAL void y_axis_range_changed(SciQLopPlotRange range); Q_SIGNAL void y2_axis_range_changed(SciQLopPlotRange range); + Q_SIGNAL void z_axis_range_changed(SciQLopPlotRange range); + Q_SIGNAL void plotables_list_changed(); + Q_SIGNAL void resized(QSize size); #endif explicit SciQLopPlot(QWidget* parent = nullptr); @@ -65,19 +71,25 @@ class SciQLopPlot : public QCustomPlot template T* add_plottable(Args&&... args) { - return _new_plottable_wrapper(this->xAxis, this->yAxis, std::forward(args)...); + return _new_plottable_wrapper(this->m_axes[0], this->m_axes[1], + std::forward(args)...); } - SQPQCPAbstractPlottableWrapper* sqp_plottable(int index = -1); - SQPQCPAbstractPlottableWrapper* sqp_plottable(const QString& name); + SciQLopPlottableInterface* sqp_plottable(int index = -1); + SciQLopPlottableInterface* sqp_plottable(const QString& name); + const QList& sqp_plottables() const; - SciQLopColorMap* addSciQLopColorMap( - const QString& name, bool y_log_scale = false, bool z_log_scale = false); + SciQLopColorMap* add_color_map(const QString& name, bool y_log_scale = false, + bool z_log_scale = false); + SciQLopColorMapFunction* add_color_map(GetDataPyCallable&& callable, const QString& name, + bool y_log_scale = false, bool z_log_scale = false); inline void set_scroll_factor(double factor) noexcept { m_scroll_factor = factor; } + inline double scroll_factor() const noexcept { return m_scroll_factor; } inline bool has_colormap() { return m_color_scale->visible(); } + inline QCPColorScale* color_scale() const noexcept { return m_color_scale; } void minimize_margins(); @@ -94,7 +106,7 @@ class SciQLopPlot : public QCustomPlot return axisRect()->axis(type); } - inline SciQLopPlotAxis* axis(int index) const noexcept + inline SciQLopPlotAxisInterface* axis(int index) const noexcept { if (index < m_axes.size()) return m_axes[index]; @@ -111,42 +123,6 @@ class SciQLopPlot : public QCustomPlot } } - inline void set_axis_visible(const QCPAxis::AxisType type, bool visible) - { - auto ax = this->axis(type); - if (ax->visible() != visible) - { - ax->setVisible(visible); - replot(rpQueuedReplot); - } - } - - inline void set_axis_log(QCPAxis* axis, bool log) - { - if (log and axis->scaleType() != QCPAxis::stLogarithmic) - { - axis->setScaleType(QCPAxis::stLogarithmic); - axis->setTicker(QSharedPointer(new QCPAxisTickerLog)); - } - else if (not log and axis->scaleType() != QCPAxis::stLinear) - { - axis->setScaleType(QCPAxis::stLinear); - axis->setTicker(QSharedPointer(new QCPAxisTicker)); - } - } - - inline void set_axis_log(const QCPAxis::AxisType type, bool log) - { - auto ax = this->axis(type); - set_axis_log(ax, log); - } - - inline void set_axis_label(const QCPAxis::AxisType type, const QString& label) - { - auto ax = this->axis(type); - ax->setLabel(label); - } - inline std::pair axis_range(const QCPAxis::AxisType type) const noexcept { auto ax = axis(type); @@ -176,6 +152,7 @@ class SciQLopPlot : public QCustomPlot void replot(QCustomPlot::RefreshPriority priority = rpQueuedReplot); + protected: virtual void mousePressEvent(QMouseEvent* event) override; virtual void mouseMoveEvent(QMouseEvent* event) override; @@ -188,24 +165,30 @@ class SciQLopPlot : public QCustomPlot virtual bool event(QEvent* event) override; + virtual void resizeEvent(QResizeEvent* event) override; + bool _update_tracer(const QPointF& pos); bool _update_mouse_cursor(QMouseEvent* event); bool _handle_tool_tip(QEvent* event); QCPGraph* _nearest_graph(const QPointF& pos); - std::optional> _nearest_data_point( - const QPointF& pos, QCPGraph* graph); + std::optional> _nearest_data_point(const QPointF& pos, + QCPGraph* graph); template T* _new_plottable_wrapper(Args&&... args) { - SQPQCPAbstractPlottableWrapper* plottable = new T(this, std::forward(args)...); + SciQLopGraphInterface* plottable = new T(this, std::forward(args)...); _register_plottable_wrapper(plottable); return reinterpret_cast(plottable); } - void _register_plottable_wrapper(SQPQCPAbstractPlottableWrapper* plottable); + void _register_plottable_wrapper(SciQLopPlottableInterface* plottable); void _register_plottable(QCPAbstractPlottable* plotable); + SciQLopGraphInterface* plottable_wrapper(QCPAbstractPlottable* plottable); + + void _ensure_colorscale_is_visible(SciQLopColorMap* cmap); + QCPAbstractPlottable* plottable(const QString& name) const; void _legend_double_clicked(QCPLegend* legend, QCPAbstractLegendItem* item, QMouseEvent* event); @@ -217,17 +200,27 @@ class SciQLopPlot : public QCustomPlot }; } - +/*! + * \brief The SciQLopPlot class + * + */ class SciQLopPlot : public SciQLopPlotInterface { Q_OBJECT + protected: SciQLopPlotDummyAxis* m_time_axis = nullptr; _impl::SciQLopPlot* m_impl = nullptr; - void _connect_callable_sync(SQPQCPAbstractPlottableWrapper* plottable, QObject* sync_with); + QList m_color_palette; + SciQLopPlotLegend* m_legend = nullptr; + int m_color_palette_index = 0; + void _configure_color_map(SciQLopColorMapInterface* cmap, bool y_log_scale, bool z_log_scale); + + void _connect_callable_sync(SciQLopPlottableInterface* plottable, QObject* sync_with); + virtual QList selected_axes() const noexcept override { return m_impl->selected_axes(); @@ -238,25 +231,33 @@ class SciQLopPlot : public SciQLopPlotInterface return m_impl->axis_at(m_impl->mapFrom(this, pos)); } - void _configure_plotable(SQPQCPAbstractPlottableWrapper* plottable, const QStringList& labels, - const QList& colors); + void _configure_plotable(SciQLopGraphInterface* plottable, const QStringList& labels, + const QList& colors, ::GraphType graph_type, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker); - virtual SciQLopGraphInterface* plot_impl(const PyBuffer& x, const PyBuffer& y, - QStringList labels = QStringList(), QList colors = QList(), + virtual SciQLopGraphInterface* + plot_impl(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) override; - ::GraphType graph_type = ::GraphType::Line) override; + virtual SciQLopColorMapInterface* plot_impl(const PyBuffer& x, const PyBuffer& y, + const PyBuffer& z, + QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, + bool z_log_scale = false) override; - virtual SciQLopGraphInterface* plot_impl(const PyBuffer& x, const PyBuffer& y, - const PyBuffer& z, QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, - bool z_log_scale = false) override; + virtual SciQLopGraphInterface* + plot_impl(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, + QObject* sync_with = nullptr) override; - virtual SciQLopGraphInterface* plot_impl(GetDataPyCallable callable, - QStringList labels = QStringList(), QList colors = QList(), - ::GraphType graph_type = ::GraphType::Line, QObject* sync_with = nullptr) override; + virtual SciQLopColorMapInterface* plot_impl(GetDataPyCallable callable, + QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, bool z_log_scale = false, + QObject* sync_with = nullptr) override; - virtual SciQLopGraphInterface* plot_impl(GetDataPyCallable callable, - QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, - bool z_log_scale = false, QObject* sync_with = nullptr) override; + virtual void toggle_selected_objects_visibility() noexcept override; public: explicit SciQLopPlot(QWidget* parent = nullptr); @@ -264,18 +265,37 @@ class SciQLopPlot : public SciQLopPlotInterface inline QCustomPlot* qcp_plot() const noexcept { return m_impl; } + /*! + * \brief set_scroll_factor Set the scroll factor of the plot. + * \param factor The new scroll factor. + * \note The scroll factor is used to adjust the scroll speed of the plot. + * + * \sa scroll_factor + */ void set_scroll_factor(double factor) noexcept override; + + /*! + * \brief scroll_factor Get the scroll factor of the plot. + * \return The scroll factor. + * \note The scroll factor is used to adjust the scroll speed of the plot. + * + * \sa set_scroll_factor + */ double scroll_factor() const noexcept override; + /*! + * \brief enable_cursor Enable or disable the cursor. + * \param enable True to enable the cursor, false to disable it. + * \note The cursor is a round marker that follows the mouse cursor on the plot and displays the + * corresponding graph values. + */ void enable_cursor(bool enable = true) noexcept override; - void enable_legend(bool show = true) noexcept override; - void minimize_margins() override; inline bool has_colormap() { return m_impl->has_colormap(); } - inline QCPColorScale* color_scale() const noexcept { return m_impl->color_scale(); } + inline QCPColorScale* color_scale() const noexcept { return m_impl->color_scale(); } inline int calculateAutoMargin(QCP::MarginSide side) { @@ -299,7 +319,7 @@ class SciQLopPlot : public SciQLopPlotInterface inline virtual SciQLopPlotAxisInterface* z_axis() const noexcept Q_DECL_OVERRIDE { - return nullptr; + return m_impl->axis(4); } inline virtual SciQLopPlotAxisInterface* x2_axis() const noexcept Q_DECL_OVERRIDE @@ -312,13 +332,22 @@ class SciQLopPlot : public SciQLopPlotInterface return m_impl->axis(3); } + inline virtual SciQLopPlotLegendInterface* legend() const noexcept override { return m_legend; } + void replot(bool immediate = false) override; - virtual SciQLopGraphInterface* graph(int index = -1) override; - virtual SciQLopGraphInterface* graph(const QString& name) override; -}; + virtual SciQLopPlottableInterface* plottable(int index = -1) override; + virtual SciQLopPlottableInterface* plottable(const QString& name) override; + virtual QList plottables() const noexcept override; + inline virtual QList color_palette() const noexcept override { return m_color_palette; } + + inline virtual void set_color_palette(const QList& palette) noexcept override + { + m_color_palette = palette; + } +}; inline QList only_sciqlopplots(const QList& plots) { @@ -330,3 +359,18 @@ inline QList only_sciqlopplots(const QList& } return filtered; } + +inline QList> +only_sciqlopplots(const QList>& plots) +{ + QList> filtered; + for (auto& plot : plots) + { + if (!plot.isNull()) + { + if (auto p = dynamic_cast(plot.data())) + filtered.append(p); + } + } + return filtered; +} diff --git a/include/SciQLopPlots/SciQLopPlotAxis.hpp b/include/SciQLopPlots/SciQLopPlotAxis.hpp index 574f4fc..38ef345 100644 --- a/include/SciQLopPlots/SciQLopPlotAxis.hpp +++ b/include/SciQLopPlots/SciQLopPlotAxis.hpp @@ -24,11 +24,14 @@ #include #include class QCPAxis; +class QCPColorScale; class SciQLopPlotAxisInterface : public QObject { Q_OBJECT +protected: + bool _is_time_axis = false; public: SciQLopPlotAxisInterface(QObject* parent = nullptr) : QObject(parent) { } virtual ~SciQLopPlotAxisInterface() = default; @@ -57,6 +60,12 @@ class SciQLopPlotAxisInterface : public QObject inline virtual void rescale() noexcept { } + inline bool is_time_axis() const noexcept { return _is_time_axis; } + inline void set_is_time_axis(bool is_time_axis) noexcept { _is_time_axis = is_time_axis; } + + void couple_range_with(SciQLopPlotAxisInterface* other) noexcept; + void decouple_range_from(SciQLopPlotAxisInterface* other) noexcept; + #ifndef BINDINGS_H Q_SIGNAL void range_changed(SciQLopPlotRange range); Q_SIGNAL void visible_changed(bool visible); @@ -65,6 +74,7 @@ class SciQLopPlotAxisInterface : public QObject #endif }; + class SciQLopPlotDummyAxis : public SciQLopPlotAxisInterface { Q_OBJECT @@ -84,7 +94,7 @@ class SciQLopPlotAxis : public SciQLopPlotAxisInterface QPointer m_axis; public: - explicit SciQLopPlotAxis(QCPAxis* axis, QObject* parent = nullptr); + explicit SciQLopPlotAxis(QCPAxis* axis, QObject* parent = nullptr, bool is_time_axis = false); virtual ~SciQLopPlotAxis() = default; void set_range(const SciQLopPlotRange& range) noexcept override; @@ -102,5 +112,34 @@ class SciQLopPlotAxis : public SciQLopPlotAxisInterface void rescale() noexcept override; - QCPAxis* qcp_axis() const noexcept; + virtual QCPAxis* qcp_axis() const noexcept; +}; + +class SciQLopPlotColorScaleAxis : public SciQLopPlotAxis +{ + Q_OBJECT + QPointer m_axis; + +public: + explicit SciQLopPlotColorScaleAxis(QCPColorScale* axis, QObject* parent = nullptr); + virtual ~SciQLopPlotColorScaleAxis() = default; + + void set_range(const SciQLopPlotRange& range) noexcept override; + void set_visible(bool visible) noexcept override; + void set_log(bool log) noexcept override; + void set_label(const QString& label) noexcept override; + SciQLopPlotRange range() const noexcept override; + bool visible() const noexcept override; + bool log() const noexcept override; + QString label() const noexcept override; + Qt::Orientation orientation() const noexcept override; + Qt::Axis axis() const noexcept override; + Qt::AnchorPoint anchor() const noexcept override; + bool selected() const noexcept override; + + void rescale() noexcept override; + + + QCPAxis* qcp_axis() const noexcept override; + QCPColorScale* qcp_colorscale() const noexcept; }; diff --git a/include/SciQLopPlots/SciQLopPlotInterface.hpp b/include/SciQLopPlots/SciQLopPlotInterface.hpp index d8c9a74..529d61c 100644 --- a/include/SciQLopPlots/SciQLopPlotInterface.hpp +++ b/include/SciQLopPlots/SciQLopPlotInterface.hpp @@ -20,59 +20,127 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #pragma once +#include "SciQLopPlots/Debug.hpp" #include "SciQLopPlots/Plotables/SciQLopGraphInterface.hpp" #include "SciQLopPlots/Python/PythonInterface.hpp" #include "SciQLopPlots/SciQLopPlotAxis.hpp" +#include "SciQLopPlots/SciQLopPlotLegendInterface.hpp" #include "SciQLopPlots/SciQLopPlotRange.hpp" #include "SciQLopPlots/enums.hpp" +#include "SciQLopPlots/unique_names_factory.hpp" +#include #include +#include #include -class SciQLopPlotInterface : public QWidget +class SciQLopPlotInterface : public QFrame { + Q_OBJECT + + protected: QList m_axes_to_rescale; QList m_frozen_axes; + QUuid m_uuid; + bool m_selected = false; + + inline virtual SciQLopGraphInterface* + plot_impl(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) + { + throw std::runtime_error("Not implemented"); + } - inline virtual SciQLopGraphInterface* plot_impl(const PyBuffer& x, const PyBuffer& y, - QStringList labels = QStringList(), QList colors = QList(), - ::GraphType graph_type = ::GraphType::Line) + inline virtual SciQLopGraphInterface* + plot_impl(const QList& values, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) { throw std::runtime_error("Not implemented"); } - inline virtual SciQLopGraphInterface* plot_impl(const PyBuffer& x, const PyBuffer& y, - const PyBuffer& z, QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, - bool z_log_scale = false) + inline virtual SciQLopColorMapInterface* plot_impl(const PyBuffer& x, const PyBuffer& y, + const PyBuffer& z, + QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, + bool z_log_scale = false) { throw std::runtime_error("Not implemented"); } - inline virtual SciQLopGraphInterface* plot_impl(GetDataPyCallable callable, - QStringList labels = QStringList(), QList colors = QList(), - ::GraphType graph_type = ::GraphType::Line, QObject* sync_with = nullptr) + inline virtual SciQLopGraphInterface* + plot_impl(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), ::GraphType graph_type = ::GraphType::Line, + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, + QObject* sync_with = nullptr) { throw std::runtime_error("Not implemented"); } - inline virtual SciQLopGraphInterface* plot_impl(GetDataPyCallable callable, - QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, - bool z_log_scale = false, QObject* sync_with = nullptr) + inline virtual SciQLopColorMapInterface* + plot_impl(GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, bool z_log_scale = false, QObject* sync_with = nullptr) { throw std::runtime_error("Not implemented"); } public: - SciQLopPlotInterface(QWidget* parent = nullptr) : QWidget(parent) { } + Q_PROPERTY(bool selected READ selected WRITE set_selected NOTIFY selection_changed FINAL) + + SciQLopPlotInterface(QWidget* parent = nullptr, const QString& name = "") + : QFrame(parent), m_uuid(QUuid::createUuid()) + { + if (!name.isEmpty()) + setObjectName(name); + else + setObjectName(UniqueNamesFactory::unique_name("Plot")); + } + virtual ~SciQLopPlotInterface() = default; - inline virtual SciQLopPlotAxisInterface* time_axis() const noexcept { return nullptr; } - inline virtual SciQLopPlotAxisInterface* x_axis() const noexcept { return nullptr; } - inline virtual SciQLopPlotAxisInterface* y_axis() const noexcept { return nullptr; } - inline virtual SciQLopPlotAxisInterface* z_axis() const noexcept { return nullptr; } - inline virtual SciQLopPlotAxisInterface* y2_axis() const noexcept { return nullptr; } - inline virtual SciQLopPlotAxisInterface* x2_axis() const noexcept { return nullptr; } + inline QUuid uuid() const noexcept + { + WARN_ABSTRACT_METHOD; + return m_uuid; + } + + inline virtual SciQLopPlotAxisInterface* time_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* x_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* y_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* z_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* y2_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + inline virtual SciQLopPlotAxisInterface* x2_axis() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } inline virtual SciQLopPlotAxisInterface* axis(AxisType axis) const noexcept { @@ -113,19 +181,30 @@ class SciQLopPlotInterface : public QWidget return nullptr; } + virtual SciQLopPlotLegendInterface* legend() const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } - virtual void set_scroll_factor(double factor) noexcept { } - virtual double scroll_factor() const noexcept { return std::nan(""); } + virtual void set_scroll_factor(double factor) noexcept { WARN_ABSTRACT_METHOD; } + + virtual double scroll_factor() const noexcept + { + WARN_ABSTRACT_METHOD; + return std::nan(""); + } - virtual void enable_cursor(bool enable = true) noexcept { } - virtual void enable_legend(bool show = true) noexcept { } + virtual void enable_cursor(bool enable = true) noexcept { WARN_ABSTRACT_METHOD; } - virtual void minimize_margins() { } + virtual void enable_legend(bool show = true) noexcept { WARN_ABSTRACT_METHOD; } - virtual void replot(bool immediate = false) { } + virtual void minimize_margins() { WARN_ABSTRACT_METHOD; } + virtual void replot(bool immediate = false) { WARN_ABSTRACT_METHOD; } inline virtual void rescale_axes() noexcept { rescale_axes(m_axes_to_rescale); } + inline virtual void rescale_axes(const QList& axes) noexcept { for (auto ax : axes) @@ -134,57 +213,109 @@ class SciQLopPlotInterface : public QWidget } } + inline virtual SciQLopGraphInterface* + line(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) + { + return plot_impl(x, y, labels, colors, ::GraphType::Line, marker); + } - inline virtual SciQLopGraphInterface* line(const PyBuffer& x, const PyBuffer& y, - QStringList labels = QStringList(), QList colors = QList()) + inline virtual SciQLopGraphInterface* + scatter(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::Cross) { - return plot_impl(x, y, labels, colors, ::GraphType::Line); + return plot_impl(x, y, labels, colors, ::GraphType::Scatter, marker); } - inline virtual SciQLopGraphInterface* parametric_curve(const PyBuffer& x, const PyBuffer& y, - QStringList labels = QStringList(), QList colors = QList()) + inline virtual SciQLopGraphInterface* + parametric_curve(const PyBuffer& x, const PyBuffer& y, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) { - return plot_impl(x, y, labels, colors, ::GraphType::ParametricCurve); + return plot_impl(x, y, labels, colors, ::GraphType::ParametricCurve, marker); } - inline virtual SciQLopGraphInterface* colormap(const PyBuffer& x, const PyBuffer& y, - const PyBuffer& z, QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, - bool z_log_scale = false) + inline virtual SciQLopGraphInterface* + parametric_curve(const QList& values, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker) + { + return plot_impl(values, labels, colors, ::GraphType::ParametricCurve, marker); + } + + inline virtual SciQLopColorMapInterface* colormap(const PyBuffer& x, const PyBuffer& y, + const PyBuffer& z, + QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, + bool z_log_scale = false) { return plot_impl(x, y, z, name, y_log_scale, z_log_scale); } + inline virtual SciQLopGraphInterface* + line(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, QObject* sync_with = nullptr) + { + return plot_impl(callable, labels, colors, ::GraphType::Line, marker, sync_with); + } - inline virtual SciQLopGraphInterface* line(GetDataPyCallable callable, - QStringList labels = QStringList(), QList colors = QList(), - QObject* sync_with = nullptr) + inline virtual SciQLopGraphInterface* + scatter(GetDataPyCallable callable, QStringList labels = QStringList(), + QList colors = QList(), + GraphMarkerShape marker = ::GraphMarkerShape::Cross, QObject* sync_with = nullptr) { - return plot_impl(callable, labels, colors, ::GraphType::Line, sync_with); + return plot_impl(callable, labels, colors, ::GraphType::Scatter, marker, sync_with); } + inline virtual SciQLopGraphInterface* parametric_curve(GetDataPyCallable callable, - QStringList labels = QStringList(), QList colors = QList(), - QObject* sync_with = nullptr) + QStringList labels = QStringList(), + QList colors = QList(), + ::GraphMarkerShape marker = ::GraphMarkerShape::NoMarker, + QObject* sync_with = nullptr) { - return plot_impl(callable, labels, colors, ::GraphType::ParametricCurve, sync_with); + return plot_impl(callable, labels, colors, ::GraphType::ParametricCurve, + marker, sync_with); } - inline virtual SciQLopGraphInterface* colormap(GetDataPyCallable callable, - QString name = QStringLiteral("ColorMap"), bool y_log_scale = false, - bool z_log_scale = false, QObject* sync_with = nullptr) + + inline virtual SciQLopColorMapInterface* + colormap(GetDataPyCallable callable, QString name = QStringLiteral("ColorMap"), + bool y_log_scale = false, bool z_log_scale = false, QObject* sync_with = nullptr) { return plot_impl(callable, name, y_log_scale, z_log_scale, sync_with); } - - inline virtual SciQLopGraphInterface* graph(int index = -1) + inline virtual SciQLopPlottableInterface* plottable(int index = -1) { throw std::runtime_error("Not implemented"); } - inline virtual SciQLopGraphInterface* graph(const QString& name) + inline virtual SciQLopPlottableInterface* plottable(const QString& name) { throw std::runtime_error("Not implemented"); } + inline bool selected() const noexcept { return m_selected; } + + void set_selected(bool selected) noexcept; + + virtual QList plottables() const noexcept + { + WARN_ABSTRACT_METHOD; + return {}; + } + + virtual QList color_palette() const noexcept + { + WARN_ABSTRACT_METHOD; + return {}; + } + + virtual void set_color_palette(const QList& colors) noexcept { WARN_ABSTRACT_METHOD; } + + #ifndef BINDINGS_H Q_SIGNAL void scroll_factor_changed(double factor); Q_SIGNAL void x_axis_range_changed(SciQLopPlotRange range); @@ -193,12 +324,17 @@ class SciQLopPlotInterface : public QWidget Q_SIGNAL void z_axis_range_changed(SciQLopPlotRange range); Q_SIGNAL void y2_axis_range_changed(SciQLopPlotRange range); Q_SIGNAL void time_axis_range_changed(SciQLopPlotRange range); + Q_SIGNAL void selection_changed(bool selected); + Q_SIGNAL void graph_list_changed(); + Q_SIGNAL void resized(); #endif + protected: inline virtual QList axes_to_rescale() const noexcept { return m_axes_to_rescale; } + inline virtual void set_axes_to_rescale(QList&& axes) { m_axes_to_rescale = axes; @@ -206,8 +342,19 @@ class SciQLopPlotInterface : public QWidget inline void freeze_axis(SciQLopPlotAxisInterface* axis) noexcept { m_frozen_axes.append(axis); } - virtual QList selected_axes() const noexcept { return {}; } - virtual SciQLopPlotAxisInterface* axis_at(const QPointF& pos) const noexcept { return nullptr; } + virtual QList selected_axes() const noexcept + { + WARN_ABSTRACT_METHOD; + return {}; + } + + virtual SciQLopPlotAxisInterface* axis_at(const QPointF& pos) const noexcept + { + WARN_ABSTRACT_METHOD; + return nullptr; + } + + virtual void toggle_selected_objects_visibility() noexcept { WARN_ABSTRACT_METHOD; } inline virtual void keyPressEvent(QKeyEvent* event) override { @@ -238,6 +385,9 @@ class SciQLopPlotInterface : public QWidget event->accept(); replot(); break; + case Qt::Key_H: + toggle_selected_objects_visibility(); + break; default: break; } diff --git a/include/SciQLopPlots/SciQLopPlotLegend.hpp b/include/SciQLopPlots/SciQLopPlotLegend.hpp new file mode 100644 index 0000000..e000247 --- /dev/null +++ b/include/SciQLopPlots/SciQLopPlotLegend.hpp @@ -0,0 +1,46 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/SciQLopPlotLegendInterface.hpp" + +class QCPLegend; + +class SciQLopPlotLegend : public SciQLopPlotLegendInterface +{ + Q_OBJECT + + QCPLegend* m_legend; + +public: + SciQLopPlotLegend(QCPLegend* legend, QObject* parent = nullptr); + + virtual ~SciQLopPlotLegend() = default; + + bool is_visible() const override; + + void set_visible(bool visible) override; + + QPointF position() const override; + + void set_position(const QPointF&) override; +}; diff --git a/include/SciQLopPlots/SciQLopPlotLegendInterface.hpp b/include/SciQLopPlots/SciQLopPlotLegendInterface.hpp new file mode 100644 index 0000000..38a3b6d --- /dev/null +++ b/include/SciQLopPlots/SciQLopPlotLegendInterface.hpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once + +#include "SciQLopPlots/Debug.hpp" +#include +#include + +class SciQLopPlotLegendInterface : public QObject +{ + Q_OBJECT + +public: + SciQLopPlotLegendInterface(QObject* parent = nullptr) : QObject(parent) { } + + virtual ~SciQLopPlotLegendInterface() = default; + + inline virtual bool is_visible() const + { + WARN_ABSTRACT_METHOD; + return false; + } + + inline virtual void set_visible(bool visible) + { + WARN_ABSTRACT_METHOD; + } + + inline virtual QPointF position() const + { + WARN_ABSTRACT_METHOD; + return QPointF(); + } + + inline virtual void set_position(const QPointF&) + { + WARN_ABSTRACT_METHOD; + } + +#ifndef BINDINGS_H + Q_SIGNAL void visibility_changed(bool value); + Q_SIGNAL void position_changed(const QPointF& value); +#endif +}; diff --git a/include/SciQLopPlots/SciQLopPlotRange.hpp b/include/SciQLopPlots/SciQLopPlotRange.hpp index 5e45d44..99e38c4 100644 --- a/include/SciQLopPlots/SciQLopPlotRange.hpp +++ b/include/SciQLopPlots/SciQLopPlotRange.hpp @@ -21,68 +21,154 @@ ----------------------------------------------------------------------------*/ #pragma once +#include +#include #include +#include +#include +#include +#include #include +#include -struct SciQLopPlotRange +inline int _capture_or_default(const QRegularExpressionMatch& match, const QString& name, int def) { -private: - double m_start; - double m_stop; + return match.captured(name).isEmpty() ? def : match.captured(name).toInt(); +} + +inline double str_date_to_double(const QString& str) +{ + static const QRegularExpression date_regex(R"(^(?\d{4})-(?\d{2})-(?\d{2})T? ?(?\d{2})?:?(?\d{2})?:?(?\d{2})?\.?(?\d{3})?)"); + if(auto match = date_regex.match(str); match.hasMatch()) + { + auto year = _capture_or_default(match, "year", 1973); + auto month = _capture_or_default(match, "month", 1); + auto day = _capture_or_default(match, "day", 1); + auto hour = _capture_or_default(match, "hour", 0); + auto minute = _capture_or_default(match, "minute", 0); + auto second = _capture_or_default(match, "second", 0); + auto millisecond = _capture_or_default(match, "millisecond", 0); + QDateTime date(QDate(year, month, day), QTime(hour, minute, second, millisecond)); + date.setTimeZone(QTimeZone::utc()); + return date.toSecsSinceEpoch(); + } + return std::nan(""); +} + +inline double date_to_double(const QDateTime& date) +{ + return static_cast(date.toSecsSinceEpoch())+static_cast(date.time().msec())/1000.0; +} + +inline auto epoch_to_std_time(double epoch) +{ + return std::chrono::system_clock::from_time_t(epoch); +} + + +struct SciQLopPlotRange : QPair +{ +protected: + bool _is_time_range = false; public: - SciQLopPlotRange() : m_start(std::nan("")), m_stop(std::nan("")) { } - SciQLopPlotRange(double start, double stop) - : m_start(std::min(start, stop)), m_stop(std::max(stop, start)) + SciQLopPlotRange() : QPair { std::nan(""), std::nan("") } { } + + SciQLopPlotRange(const SciQLopPlotRange& other) + : QPair { other.first, other.second } + , _is_time_range(other._is_time_range) { } + explicit SciQLopPlotRange(const QDateTime& start, const QDateTime& end) - : m_start(start.toSecsSinceEpoch()), m_stop(end.toSecsSinceEpoch()) + : QPair { date_to_double(start), date_to_double(end) } + , _is_time_range(true) { } - inline double start() const { return m_start; } - inline double stop() const { return m_stop; } - inline double size() const { return m_stop - m_start; } - inline double center() const { return (m_start + m_stop) / 2; } - inline bool is_empty() const { return m_start == m_stop; } - inline bool contains(double value) const { return m_start <= value && value <= m_stop; } + explicit SciQLopPlotRange(const QString& start, const QString& end) + : QPair { str_date_to_double(start), str_date_to_double(end) } + , _is_time_range(true) + { + } + + SciQLopPlotRange(double start, double stop, bool is_time_range = false) + : QPair { std::min(start, stop), std::max(start, stop) } + , _is_time_range(is_time_range) + { + } + + inline QDateTime start_date() const { return QDateTime::fromSecsSinceEpoch(first); } + + inline QDateTime stop_date() const { return QDateTime::fromSecsSinceEpoch(second); } + + inline SciQLopPlotRange& operator=(const SciQLopPlotRange& other) + { + first = other.first; + second = other.second; + return *this; + } + + std::string __repr__() const + { + if (this->_is_time_range) + return fmt::format("SciQLopPlotTimeRange({:%Y-%m-%d %H:%M:%S}, {:%Y-%m-%d %H:%M:%S})", + epoch_to_std_time(first), epoch_to_std_time(second)); + else + return fmt::format("SciQLopPlotRange({}, {})", first, second); + } + + inline double start() const { return first; } + + inline double stop() const { return second; } + + inline double size() const { return second - first; } + + inline double center() const { return (first + second) / 2; } + + inline bool is_empty() const { return first == second; } + + inline bool contains(double value) const { return first <= value && value <= second; } + + inline bool is_null() const { return std::isnan(first) || std::isnan(second); } + + inline bool is_valid() const { return !is_null() && !is_empty(); } inline bool contains(const SciQLopPlotRange& range) const { - return m_start <= range.m_start && range.m_stop <= m_stop; + return first <= range.first && range.second <= second; } inline bool intersects(const SciQLopPlotRange& range) const { - return m_start <= range.m_stop && range.m_start <= m_stop; + return first <= range.second && range.first <= second; } inline SciQLopPlotRange intersection_with(const SciQLopPlotRange& range) const { - return SciQLopPlotRange(std::max(m_start, range.m_start), std::min(m_stop, range.m_stop)); + return SciQLopPlotRange(std::max(first, range.first), std::min(second, range.second)); } inline SciQLopPlotRange union_with(const SciQLopPlotRange& range) const { - return SciQLopPlotRange(std::min(m_start, range.m_start), std::max(m_stop, range.m_stop)); + return SciQLopPlotRange(std::min(first, range.first), std::max(second, range.second)); } inline bool operator==(const SciQLopPlotRange& other) const { - return m_start == other.m_start && m_stop == other.m_stop; + return first == other.first && second == other.second; } inline bool operator!=(const SciQLopPlotRange& other) const { return !(*this == other); } inline SciQLopPlotRange operator+(double value) const { - return SciQLopPlotRange(m_start + value, m_stop + value); + return SciQLopPlotRange(first + value, second + value); } inline SciQLopPlotRange operator-(double value) const { - return SciQLopPlotRange(m_start - value, m_stop - value); + return SciQLopPlotRange(first - value, second - value); } inline SciQLopPlotRange operator*(double value) const @@ -101,9 +187,9 @@ struct SciQLopPlotRange inline void sort() { - if (m_start > m_stop) + if (first > second) { - std::swap(m_start, m_stop); + std::swap(first, second); } } @@ -114,6 +200,7 @@ struct SciQLopPlotRange return copy; } - inline double operator[](int index) const { return index == 0 ? m_start : m_stop; } - inline double& operator[](int index) { return index == 0 ? m_start : m_stop; } + inline double operator[](int index) const { return index == 0 ? first : second; } + + inline double& operator[](int index) { return index == 0 ? first : second; } }; diff --git a/include/SciQLopPlots/SciQLopTimeSeriesPlot.hpp b/include/SciQLopPlots/SciQLopTimeSeriesPlot.hpp index cb59ec6..8ce64ef 100644 --- a/include/SciQLopPlots/SciQLopTimeSeriesPlot.hpp +++ b/include/SciQLopPlots/SciQLopTimeSeriesPlot.hpp @@ -23,7 +23,6 @@ #include "SciQLopPlots/SciQLopPlot.hpp" - class SciQLopTimeSeriesPlot : public SciQLopPlot { Q_OBJECT @@ -33,6 +32,7 @@ class SciQLopTimeSeriesPlot : public SciQLopPlot virtual ~SciQLopTimeSeriesPlot() Q_DECL_OVERRIDE = default; inline QList unity(const QList& views) { return views; } + inline PyBuffer unity(const PyBuffer& view) { return view; } inline virtual SciQLopPlotAxisInterface* time_axis() const noexcept override @@ -67,3 +67,18 @@ inline QList only_sciqlop_timeserieplots( } return filtered; } + +inline QList> only_sciqlop_timeserieplots( + const QList>& plots) +{ + QList> filtered; + for (auto& plot : plots) + { + if (!plot.isNull()) + { + if (auto p = dynamic_cast(plot.data())) + filtered.append(p); + } + } + return filtered; +} diff --git a/include/SciQLopPlots/enums.hpp b/include/SciQLopPlots/enums.hpp index 8f926cc..88823e4 100644 --- a/include/SciQLopPlots/enums.hpp +++ b/include/SciQLopPlots/enums.hpp @@ -20,6 +20,22 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #pragma once +#include +#include + +enum class Coordinates { + Pixels, + Data +}; + +enum class ParameterType +{ + NotAParameter, + Scalar, + Vector, + Multicomponents, + Spectrogram +}; enum class AxisType { @@ -40,11 +56,149 @@ enum class GraphType { Line, ParametricCurve, + Scatter, ColorMap }; enum class PlotType { BasicXY, - TimeSeries + TimeSeries, + Projections, +}; + +enum class GraphMarkerShape +{ + NoMarker, + Circle, + Square, + Triangle, + Diamond, + Star, + Plus, + Cross, + X, + Custom +}; + + +enum class GraphLineStyle +{ + NoLine, + Line, + StepLeft, + StepRight, + StepCenter }; + +Q_DECLARE_METATYPE(GraphLineStyle); + +enum class ColorGradient +{ + Grayscale, + Hot, + Cold, + Night, + Candy, + Geography, + Ion, + Thermal, + Polar, + Spectrum, + Jet, + Hues +}; + +Q_DECLARE_METATYPE(ColorGradient); + +inline GraphLineStyle graph_line_style_from_string(const QString& str) +{ + if (str == "Line") + return GraphLineStyle::Line; + if (str == "StepLeft") + return GraphLineStyle::StepLeft; + if (str == "StepRight") + return GraphLineStyle::StepRight; + if (str == "StepCenter") + return GraphLineStyle::StepCenter; + return GraphLineStyle::NoLine; +} + +inline QString graph_line_style_to_string(GraphLineStyle style) +{ + switch (style) + { + case GraphLineStyle::Line: + return "Line"; + case GraphLineStyle::StepLeft: + return "StepLeft"; + case GraphLineStyle::StepRight: + return "StepRight"; + case GraphLineStyle::StepCenter: + return "StepCenter"; + default: + return "NoLine"; + } +} + +inline ColorGradient color_gradient_from_string(const QString& str) +{ + if (str == "Grayscale") + return ColorGradient::Grayscale; + if (str == "Hot") + return ColorGradient::Hot; + if (str == "Cold") + return ColorGradient::Cold; + if (str == "Night") + return ColorGradient::Night; + if (str == "Candy") + return ColorGradient::Candy; + if (str == "Geography") + return ColorGradient::Geography; + if (str == "Ion") + return ColorGradient::Ion; + if (str == "Thermal") + return ColorGradient::Thermal; + if (str == "Polar") + return ColorGradient::Polar; + if (str == "Spectrum") + return ColorGradient::Spectrum; + if (str == "Jet") + return ColorGradient::Jet; + if (str == "Hues") + return ColorGradient::Hues; + return ColorGradient::Grayscale; +} + +inline QString color_gradient_to_string(ColorGradient gradient) +{ + switch (gradient) + { + case ColorGradient::Grayscale: + return "Grayscale"; + case ColorGradient::Hot: + return "Hot"; + case ColorGradient::Cold: + return "Cold"; + case ColorGradient::Night: + return "Night"; + case ColorGradient::Candy: + return "Candy"; + case ColorGradient::Geography: + return "Geography"; + case ColorGradient::Ion: + return "Ion"; + case ColorGradient::Thermal: + return "Thermal"; + case ColorGradient::Polar: + return "Polar"; + case ColorGradient::Spectrum: + return "Spectrum"; + case ColorGradient::Jet: + return "Jet"; + case ColorGradient::Hues: + return "Hues"; + default: + return "Grayscale"; + } +} diff --git a/include/SciQLopPlots/unique_names_factory.hpp b/include/SciQLopPlots/unique_names_factory.hpp new file mode 100644 index 0000000..6ae284f --- /dev/null +++ b/include/SciQLopPlots/unique_names_factory.hpp @@ -0,0 +1,60 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#pragma once +#include +#include +#include + +class UniqueNamesFactory +{ + UniqueNamesFactory() { } + + QMap> _used_names; + + inline QString _unique_name(const QString& prefix) + { + if (!_used_names.contains(prefix)) + { + _used_names.insert(prefix, QSet()); + } + QString name = prefix; + int i = 0; + while (_used_names[prefix].contains(name)) + { + name = prefix + QString::number(i++); + } + _used_names[prefix].insert(name); + return name; + } + +public: + inline static UniqueNamesFactory& instance() + { + static UniqueNamesFactory instance; + return instance; + } + + inline static QString unique_name(const QString& prefix) + { + return instance()._unique_name(prefix); + } +}; diff --git a/meson.build b/meson.build index 8ff93e1..9f3183a 100644 --- a/meson.build +++ b/meson.build @@ -1,4 +1,4 @@ -project('SciQLopPlots', 'cpp',default_options : ['cpp_std=c++17', 'buildtype=release'], license: 'GPL3', version: '0.9.0') +project('SciQLopPlots', 'cpp',default_options : ['cpp_std=c++20', 'buildtype=release'], license: 'GPL3', version: '0.9.0') add_project_arguments( '-DCATCH_CONFIG_NO_POSIX_SIGNALS', # workaround for this https://github.com/catchorg/Catch2/issues/2192 language: 'cpp', @@ -15,9 +15,25 @@ extra_files=files( 'Docker/build.sh', 'README.md', 'COPYING', 'tests/sanity/signal_and_slots.sh', - 'tests/manual-tests/common.py' + 'tests/manual-tests/common.py', + 'resources/resources.qrc', + 'resources/README.md' ) +if get_option('buildtype').startswith('release') + add_project_arguments('-DNDEBUG', language : ['cpp']) +else + add_project_arguments('-DDEBUG', language : ['cpp']) +endif + +# enables fast-math optimizations +#if meson.get_compiler('c').get_id() == 'msvc' +# add_project_arguments('/fp:fast', language: 'cpp') +#else +# add_project_arguments('-ffast-math', language: 'cpp') +#endif + + subdir('SciQLopPlots') subdir('tests') diff --git a/meson_options.txt b/meson_options.txt index f58a459..a144d9e 100644 --- a/meson_options.txt +++ b/meson_options.txt @@ -1 +1,2 @@ option('trace_refcount', type : 'boolean', value : false) +option('tracy_enable', type : 'boolean', value : false , description : 'Enable profiling') diff --git a/pyproject.toml b/pyproject.toml index 8bf6cd3..b45e002 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,9 +5,9 @@ requires = [ "numpy", "meson-python>=0.14.0", "meson", - "shiboken6==6.7.1", - "pyside6==6.7.1", - "shiboken6_generator==6.7.1" + "shiboken6==6.8.2", + "pyside6==6.8.2", + "shiboken6_generator==6.8.2" ] build-backend = 'mesonpy' @@ -25,13 +25,13 @@ classifiers = [ "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Natural Language :: English", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", ] -dependencies = ['numpy', 'pyside6==6.7.1', 'shiboken6==6.7.1'] +dependencies = ['numpy', 'pyside6==6.8.2', 'shiboken6==6.8.2'] dynamic = [ 'version', ] @@ -40,4 +40,4 @@ homepage = "https://github.com/SciQLop/SciQLopPlots" [tool.meson-python.args] install = ['--tags=runtime,python-runtime'] -setup = ['-Doptimization=3'] +setup = ['-Doptimization=3', '-Dbuildtype=release', '-Dcpp_std=c++20'] diff --git a/qcustomplot-source/qcustomplot.cpp b/qcustomplot-source/qcustomplot.cpp index 6be6b7c..69641fc 100644 --- a/qcustomplot-source/qcustomplot.cpp +++ b/qcustomplot-source/qcustomplot.cpp @@ -16841,7 +16841,8 @@ bool QCustomPlot::setupOpenGl() { #ifdef QCP_OPENGL_FBO freeOpenGl(); - QSurfaceFormat proposedSurfaceFormat; + mGlContext = QSharedPointer(new QOpenGLContext); + QSurfaceFormat proposedSurfaceFormat= mGlContext->format(); proposedSurfaceFormat.setSamples(mOpenGlMultisamples); #ifdef QCP_OPENGL_OFFSCREENSURFACE QOffscreenSurface* surface = new QOffscreenSurface; @@ -16852,7 +16853,6 @@ bool QCustomPlot::setupOpenGl() surface->setFormat(proposedSurfaceFormat); surface->create(); mGlSurface = QSharedPointer(surface); - mGlContext = QSharedPointer(new QOpenGLContext); mGlContext->setFormat(mGlSurface->format()); if (!mGlContext->create()) { diff --git a/resources/README.md b/resources/README.md new file mode 100644 index 0000000..16f1be3 --- /dev/null +++ b/resources/README.md @@ -0,0 +1,3 @@ +# Note about adding new icons: + +Take icons from [here](https://material.io/resources/icons/?style=baseline) and add them to the `icons` folder. 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icons/theme/close_small.png + icons/theme/push_pin.png + icons/theme/push_pin_filled.png + icons/theme/push_pin_grad.png + icons/theme/detach_tab.png + icons/theme/arrow_drop_down.png + icons/theme/arrow_drop_up.png + icons/theme/arrow_right.png + icons/theme/expand_more.png + icons/theme/fullscreen.png + icons/theme/fullscreen_exit.png + icons/theme/radio_button_checked.png + icons/theme/radio_button_unchecked.png + icons/theme/check_box_checked.png + icons/theme/check_box_unchecked.png + icons/SciQLop.png + icons/MPL.png + icons/QCP.png + icons/Python-logo-notext.png + icons/Jupyter_logo.png + icons/JupyterConsole.png + icons/logo_speasy.png + icons/NASA.jpg + icons/amda.png + icons/Cluster_mission_logo_pillars.jpg + icons/plot_panel_128.png + + diff --git a/src/AbstractResampler.cpp b/src/AbstractResampler.cpp new file mode 100644 index 0000000..3efd2e2 --- /dev/null +++ b/src/AbstractResampler.cpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Plotables/Resamplers/AbstractResampler.hpp" + +void AbstractResampler1d::_async_resample() +{ + _async_resample_callback(); +} + +AbstractResampler1d::AbstractResampler1d(SciQLopPlottableInterface* parent, std::size_t line_cnt) + : QObject(), _line_cnt { line_cnt } +{ + connect(this, &AbstractResampler1d::_resample_sig, this, &AbstractResampler1d::_async_resample, + Qt::QueuedConnection); + connect(parent, &SciQLopPlottableInterface::parent_plot_resized, this, + [this](const QSize& size) { this->set_plot_size(size); }); + this->set_plot_size(parent->parent_plot_size()); +} + +void AbstractResampler1d::resample(const QCPRange new_range) +{ + this->set_next_plot_range(new_range); + emit _resample_sig(); +} + +void AbstractResampler2d::_async_resample() +{ + _async_resample_callback(); +} + +AbstractResampler2d::AbstractResampler2d(SciQLopPlottableInterface* parent) : QObject() +{ + connect(this, &AbstractResampler2d::_resample_sig, this, &AbstractResampler2d::_async_resample, + Qt::QueuedConnection); + connect(parent, &SciQLopPlottableInterface::parent_plot_resized, this, + [this](const QSize& size) { this->set_plot_size(size); }); + this->set_plot_size(parent->parent_plot_size()); +} + +void AbstractResampler2d::resample(const QCPRange new_range) +{ + this->set_next_plot_range(new_range); + emit _resample_sig(); +} diff --git a/src/AxisSynchronizer.cpp b/src/AxisSynchronizer.cpp index ad4cf5f..2710bec 100644 --- a/src/AxisSynchronizer.cpp +++ b/src/AxisSynchronizer.cpp @@ -22,89 +22,47 @@ #include "SciQLopPlots/MultiPlots/AxisSynchronizer.hpp" -void AxisSynchronizer::updatePlotList(const QList& plots) +void _set_axis_range(const SciQLopPlotRange& range, const QPointer& plot, + AxisType m_sync_axis) { - for (auto plot : plots) - { - if (!_plots.contains(plot)) + if (auto axis = plot->axis(m_sync_axis)) + axis->set_range(range); +} + +void AxisSynchronizer::updatePlotList(const QList>& plots) +{ + SciQLopPlotCollectionBehavior::_update_plots( + plots, + [this](SciQLopPlotInterface* plot) { - switch (m_sync_axis) - { - case AxisType::XAxis: - connect(plot, &SciQLopPlotInterface::x_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - case AxisType::YAxis: - connect(plot, &SciQLopPlotInterface::y_axis_range_changed, this, + if (auto axis = plot->axis(this->m_sync_axis)) + connect(axis, &SciQLopPlotAxisInterface::range_changed, this, &AxisSynchronizer::set_axis_range); - break; - case AxisType::ZAxis: - connect(plot, &SciQLopPlotInterface::z_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - case AxisType::TimeAxis: - connect(plot, &SciQLopPlotInterface::time_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - default: - break; - } - } - } - for (auto plot : _plots) - { - if (!plots.contains(plot)) + }, + [this](SciQLopPlotInterface* plot) { - switch (m_sync_axis) - { - case AxisType::XAxis: - disconnect(plot, &SciQLopPlotInterface::x_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - case AxisType::YAxis: - disconnect(plot, &SciQLopPlotInterface::y_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - case AxisType::ZAxis: - disconnect(plot, &SciQLopPlotInterface::z_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - case AxisType::TimeAxis: - disconnect(plot, &SciQLopPlotInterface::time_axis_range_changed, this, - &AxisSynchronizer::set_axis_range); - break; - default: - break; - } - } - } - _plots = plots; + if (auto axis = plot->axis(this->m_sync_axis)) + disconnect(axis, &SciQLopPlotAxisInterface::range_changed, this, + &AxisSynchronizer::set_axis_range); + }); +} + +void AxisSynchronizer::plotAdded(SciQLopPlotInterface* plot) +{ + _set_axis_range(_last_range, plot, m_sync_axis); } void AxisSynchronizer::set_axis_range(const SciQLopPlotRange& range) { + if (range == _last_range || range.is_valid() == false) + return; + this->_last_range = range; for (auto plot : _plots) { - switch (m_sync_axis) + if (!plot.isNull()) { - case AxisType::XAxis: - if (auto axis = plot->x_axis()) - axis->set_range(range); - break; - case AxisType::YAxis: - if (auto axis = plot->y_axis()) - axis->set_range(range); - break; - case AxisType::ZAxis: - if (auto axis = plot->z_axis()) - axis->set_range(range); - break; - case AxisType::TimeAxis: - if (auto axis = plot->time_axis()) - axis->set_range(range); - break; - default: - break; + _set_axis_range(range, plot, m_sync_axis); } } + emit range_changed(range); } diff --git a/src/BooleanDelegate.cpp b/src/BooleanDelegate.cpp new file mode 100644 index 0000000..0bad070 --- /dev/null +++ b/src/BooleanDelegate.cpp @@ -0,0 +1,39 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/BooleanDelegate.hpp" + +BooleanDelegate::BooleanDelegate(bool value, QWidget* parent) : QCheckBox(parent) +{ + setChecked(value); + connect(this, &QCheckBox::checkStateChanged, this, + [this](auto state) { emit value_changed(state == Qt::Checked); }); +} + +void BooleanDelegate::set_value(const bool value) +{ + setChecked(value); +} + +bool BooleanDelegate::value() const +{ + return isChecked(); +} diff --git a/src/ColorDelegate.cpp b/src/ColorDelegate.cpp new file mode 100644 index 0000000..7ebf723 --- /dev/null +++ b/src/ColorDelegate.cpp @@ -0,0 +1,73 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorDelegate.hpp" + +#include +#include + +ColorDelegate::ColorDelegate(QColor color, QWidget* parent) : QPushButton(parent) +{ + setAutoFillBackground(false); + setFlat(true); + setColor(color); + connect(this, &QPushButton::clicked, this, &ColorDelegate::pick_color); +} + +void ColorDelegate::setColor(const QColor& color) +{ + if (m_color != color) + { + m_color = color; + QPalette palette; + palette.setColor(QPalette::Button, m_color); + setPalette(palette); + emit colorChanged(m_color); + } +} + +QColor ColorDelegate::color() const +{ + return m_color; +} + +void ColorDelegate::pick_color() +{ + QColorDialog dialog; + dialog.setCurrentColor(m_color); + if (dialog.exec() == QDialog::Accepted) + { + if (dialog.selectedColor().isValid()) + { + setColor(dialog.selectedColor()); + } + } +} + +void ColorDelegate::paintEvent(QPaintEvent* event) +{ + QPushButton::paintEvent(event); + QPainter painter(this); + painter.setRenderHint(QPainter::Antialiasing); + painter.setPen(Qt::black); + painter.setBrush(m_color); + painter.drawRect(rect().adjusted(2, 2, -2, -2)); +} diff --git a/src/ColorGradientDelegate.cpp b/src/ColorGradientDelegate.cpp new file mode 100644 index 0000000..2a9d053 --- /dev/null +++ b/src/ColorGradientDelegate.cpp @@ -0,0 +1,185 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorGradientDelegate.hpp" +#include "qcustomplot.h" +#include + +static QCPColorGradient ColorGradien_to_QCPColorGradient(ColorGradient gradient) +{ + switch (gradient) + { + case ColorGradient::Grayscale: + return QCPColorGradient::gpGrayscale; + case ColorGradient::Hot: + return QCPColorGradient::gpHot; + case ColorGradient::Cold: + return QCPColorGradient::gpCold; + case ColorGradient::Night: + return QCPColorGradient::gpNight; + case ColorGradient::Candy: + return QCPColorGradient::gpCandy; + case ColorGradient::Geography: + return QCPColorGradient::gpGeography; + case ColorGradient::Ion: + return QCPColorGradient::gpIon; + case ColorGradient::Thermal: + return QCPColorGradient::gpThermal; + case ColorGradient::Polar: + return QCPColorGradient::gpPolar; + case ColorGradient::Spectrum: + return QCPColorGradient::gpSpectrum; + case ColorGradient::Jet: + return QCPColorGradient::gpJet; + case ColorGradient::Hues: + return QCPColorGradient::gpHues; + } + return QCPColorGradient::gpJet; +} + +inline QSize expanded(QSize size, int w, int h) +{ + return QSize(size.width() + 2 * w, size.height() + 2 * h); +} + +ColorGradientDelegate::ColorGradientDelegate(ColorGradient gradient, QWidget* parent) + : QComboBox(parent) +{ + setItemDelegate(new ColorGradientItemDelegate(this)); + connect(this, QOverload::of(&QComboBox::currentIndexChanged), this, [this](int index) + { emit gradientChanged(this->itemData(index).value()); }); + addItem(color_gradient_to_string(ColorGradient::Grayscale), + QVariant::fromValue(ColorGradient::Grayscale)); + addItem(color_gradient_to_string(ColorGradient::Hot), QVariant::fromValue(ColorGradient::Hot)); + addItem(color_gradient_to_string(ColorGradient::Cold), + QVariant::fromValue(ColorGradient::Cold)); + addItem(color_gradient_to_string(ColorGradient::Night), + QVariant::fromValue(ColorGradient::Night)); + addItem(color_gradient_to_string(ColorGradient::Candy), + QVariant::fromValue(ColorGradient::Candy)); + addItem(color_gradient_to_string(ColorGradient::Geography), + QVariant::fromValue(ColorGradient::Geography)); + addItem(color_gradient_to_string(ColorGradient::Ion), QVariant::fromValue(ColorGradient::Ion)); + addItem(color_gradient_to_string(ColorGradient::Thermal), + QVariant::fromValue(ColorGradient::Thermal)); + addItem(color_gradient_to_string(ColorGradient::Polar), + QVariant::fromValue(ColorGradient::Polar)); + addItem(color_gradient_to_string(ColorGradient::Spectrum), + QVariant::fromValue(ColorGradient::Spectrum)); + addItem(color_gradient_to_string(ColorGradient::Jet), QVariant::fromValue(ColorGradient::Jet)); + addItem(color_gradient_to_string(ColorGradient::Hues), + QVariant::fromValue(ColorGradient::Hues)); + setGradient(gradient); +} + +void ColorGradientDelegate::setGradient(ColorGradient gradient) +{ + m_gradient = gradient; + setCurrentIndex(findData(QVariant::fromValue(gradient))); + emit gradientChanged(gradient); +} + +ColorGradient ColorGradientDelegate::gradient() const +{ + return m_gradient; +} + +QSize ColorGradientItemDelegate::_text_size_hint(const QString& text) const +{ + return expanded(qobject_cast(parent())->fontMetrics().size(0, text), _h_margin, + _v_margin); +} + +QSize ColorGradientItemDelegate::_gradient_size_hint() const +{ + return _text_size_hint("000000000"); +} + +ColorGradientItemDelegate::ColorGradientItemDelegate(QObject* parent) : QStyledItemDelegate(parent) +{ +} + +void ColorGradientItemDelegate::paint(QPainter* painter, const QStyleOptionViewItem& option, + const QModelIndex& index) const +{ + if (index.isValid()) + { + auto data = index.data(Qt::UserRole); + if (data.canConvert()) + { + auto gradient = ColorGradien_to_QCPColorGradient(data.value()); + auto sh = _gradient_size_hint(); + auto tx = _text_size_hint(index.data().toString()); + auto rect = option.rect; + if (option.state & QStyle::State_Selected) + { + painter->fillRect(rect, option.palette.highlight()); + } + rect.adjust(+5, 0, -5, 0); + painter->save(); + painter->translate(rect.x(), rect.y() + tx.height()); + if (option.state & QStyle::State_Selected) + { + painter->setPen(option.palette.highlightedText().color()); + } + painter->drawText(0, 0, index.data().toString()); + painter->restore(); + painter->resetTransform(); + painter->save(); + painter->translate(rect.width() - _h_margin - sh.width(), rect.y()); + auto width = sh.width(); + for (auto i = 0; i < width; i++) + { + painter->setPen(gradient.color(double(i) / width, QCPRange(0, 1))); + painter->drawLine(i, 0, i, sh.height()); + } + painter->restore(); + } + else + { + QStyledItemDelegate::paint(painter, option, index); + } + } + else + { + QStyledItemDelegate::paint(painter, option, index); + } +} + +QSize ColorGradientItemDelegate::sizeHint(const QStyleOptionViewItem& option, + const QModelIndex& index) const +{ + if (index.isValid()) + { + auto data = index.data(Qt::UserRole); + if (data.canConvert()) + { + auto tx = _text_size_hint(index.data().toString()); + auto sh = _gradient_size_hint(); + return QSize(tx.width() + sh.width(), std::max(tx.height(), sh.height())); + } + else + { + return QStyledItemDelegate::sizeHint(option, index); + } + } + return QStyledItemDelegate::sizeHint(option, index); +} diff --git a/src/DataProducer.cpp b/src/DataProducer.cpp index 494e434..a191958 100644 --- a/src/DataProducer.cpp +++ b/src/DataProducer.cpp @@ -21,6 +21,7 @@ ----------------------------------------------------------------------------*/ #include "SciQLopPlots/DataProducer/DataProducer.hpp" #include +#include "SciQLopPlots/Debug.hpp" void DataProviderInterface::_threaded_update() @@ -47,64 +48,57 @@ void DataProviderInterface::_threaded_update() m_mutex.unlock(); _data_based_update(new_data); } + else if (std::holds_alternative<_NDdata>(m_next_state)) + { + auto new_data = std::get<_NDdata>(m_next_state); + m_has_pending_change = false; + m_mutex.unlock(); + _data_based_update(new_data); + } else { m_mutex.unlock(); } } -void DataProviderInterface::_range_based_update(const SciQLopPlotRange& new_range) +void DataProviderInterface::_notify_new_data(const QList &data) { - if (new_range == std::get(m_current_state)) - return; - auto r = get_data(new_range.start(), new_range.stop()); - m_current_state = new_range; - if (r.size() == 2) + if (data.size() == 2) { - Q_EMIT new_data_2d(r[0], r[1]); + Q_EMIT new_data_2d(data[0], data[1]); } - else if (r.size() == 3) + else if (data.size() == 3) { - Q_EMIT new_data_3d(r[0], r[1], r[2]); + Q_EMIT new_data_3d(data[0], data[1], data[2]); } - else if (r.size() != 0) + else if (data.size() != 0) { - std::cerr << "Data provider returned invalid data" << std::endl; + Q_EMIT new_data_nd(data); } } +void DataProviderInterface::_range_based_update(const SciQLopPlotRange& new_range) +{ + if (new_range == std::get(m_current_state)) + return; + auto r = get_data(new_range.start(), new_range.stop()); + m_current_state = new_range; + _notify_new_data(r); +} + void DataProviderInterface::_data_based_update(const _2D_data& new_data) { - auto r = get_data(new_data.x, new_data.y); - if (r.size() == 2) - { - Q_EMIT new_data_2d(r[0], r[1]); - } - else if (r.size() == 3) - { - Q_EMIT new_data_3d(r[0], r[1], r[2]); - } - else if (r.size() != 0) - { - std::cerr << "Data provider returned invalid data" << std::endl; - } + _notify_new_data(get_data(new_data.x, new_data.y)); } void DataProviderInterface::_data_based_update(const _3D_data& new_data) { - auto r = get_data(new_data.x, new_data.y, new_data.z); - if (r.size() == 2) - { - Q_EMIT new_data_2d(r[0], r[1]); - } - else if (r.size() == 3) - { - Q_EMIT new_data_3d(r[0], r[1], r[2]); - } - else if (r.size() != 0) - { - std::cerr << "Data provider returned invalid data" << std::endl; - } + _notify_new_data(get_data(new_data.x, new_data.y, new_data.z)); +} + +void DataProviderInterface::_data_based_update(const _NDdata &new_data) +{ + _notify_new_data(get_data(new_data)); } @@ -120,22 +114,28 @@ DataProviderInterface::DataProviderInterface(QObject* parent) : QObject(parent) QList DataProviderInterface::get_data(double lower, double upper) { - std::cout << "Not implemented please implement in derived class" << std::endl; + WARN_ABSTRACT_METHOD; return { {}, {}, {} }; } QList DataProviderInterface::get_data(PyBuffer x, PyBuffer y) { - std::cout << "Not implemented please implement in derived class" << std::endl; + WARN_ABSTRACT_METHOD; return { {}, {}, {} }; } QList DataProviderInterface::get_data(PyBuffer x, PyBuffer y, PyBuffer z) { - std::cout << "Not implemented please implement in derived class" << std::endl; + WARN_ABSTRACT_METHOD; return { {}, {}, {} }; } +QList DataProviderInterface::get_data(QList values) +{ + WARN_ABSTRACT_METHOD; + return { {}, {}, {} , {} }; +} + void DataProviderInterface::set_range(SciQLopPlotRange new_state) noexcept { m_mutex.lock(); @@ -172,6 +172,18 @@ void DataProviderInterface::set_data(_3D_data new_state) noexcept m_mutex.unlock(); } +void DataProviderInterface::set_data(_NDdata new_state) noexcept +{ + m_mutex.lock(); + m_next_state = new_state; + if (!m_has_pending_change) + { + m_has_pending_change = true; + Q_EMIT _state_changed(); + } + m_mutex.unlock(); +} + DataProviderWorker::~DataProviderWorker() { m_worker_thread->quit(); @@ -196,4 +208,6 @@ SimplePyCallablePipeline::SimplePyCallablePipeline(GetDataPyCallable&& callable, &SimplePyCallablePipeline::new_data_2d); connect(m_callable_wrapper, &SimplePyCallablePWrapper::new_data_3d, this, &SimplePyCallablePipeline::new_data_3d); + connect(m_callable_wrapper, &SimplePyCallablePWrapper::new_data_nd, this, + &SimplePyCallablePipeline::new_data_nd); } diff --git a/src/InspectorBase.cpp b/src/InspectorBase.cpp new file mode 100644 index 0000000..24f6342 --- /dev/null +++ b/src/InspectorBase.cpp @@ -0,0 +1,79 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" +#include + +REGISTER_INSPECTOR(InspectorBase) + +InspectorBase::InspectorBase(QObject* parent) { } + +QList InspectorBase::children(QObject* obj) +{ + if (obj != nullptr) + return obj->children(); + return {}; +} + +QObject* InspectorBase::child(const QString& name, QObject* obj) +{ + if (obj != nullptr) + return obj->findChild(name); + return nullptr; +} + +QIcon InspectorBase::icon(const QObject* const obj) +{ + Q_UNUSED(obj); + return QIcon(); +} + +QString InspectorBase::tooltip(const QObject* const obj) +{ + Q_UNUSED(obj); + return QString(); +} + +void InspectorBase::connect_node(PlotsModelNode* node, QObject* const obj) +{ + connect(obj, &QObject::destroyed, node, [node]() { delete node; }); + connect(obj, &QObject::objectNameChanged, node, &PlotsModelNode::setName); +} + +void InspectorBase::set_selected(QObject* obj, bool selected) +{ + Q_UNUSED(obj); + Q_UNUSED(selected); +} + +bool InspectorBase::selected(const QObject* obj) +{ + Q_UNUSED(obj); + return false; +} + +bool InspectorBase::deletable(const QObject* obj) +{ + Q_UNUSED(obj); + return true; +} diff --git a/src/InspectorView.cpp b/src/InspectorView.cpp new file mode 100644 index 0000000..a894b87 --- /dev/null +++ b/src/InspectorView.cpp @@ -0,0 +1,75 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/View/InspectorView.hpp" +#include "SciQLopPlots/Inspector/Model/Model.hpp" +#include +#include + +void InspectorView::expand_recursively(const QModelIndex& index) +{ + auto parent = index.parent(); + while (parent.isValid()) + { + m_treeView->setExpanded(parent, true); + parent = parent.parent(); + } +} + +void InspectorView::selectionChanged( + const QItemSelection& selected, const QItemSelection& deselected) +{ + PlotsModel::instance()->set_selected(selected.indexes(), true); + PlotsModel::instance()->set_selected(deselected.indexes(), false); + auto selected_objects = QList(); + for (const auto& index : selected.indexes()) + { + auto object = PlotsModel::object(index); + if (object) + selected_objects.append(object); + } + emit objects_selected(selected_objects); +} + +InspectorView::InspectorView(QWidget* parent) : QWidget(parent) +{ + m_treeView = new PlotsTreeView(this); + m_treeView->setModel(PlotsModel::instance()); + QVBoxLayout* layout = new QVBoxLayout(this); + layout->addWidget(m_treeView); + setLayout(layout); + + auto selectionModel = m_treeView->selectionModel(); + connect(selectionModel, &QItemSelectionModel::selectionChanged, this, + &InspectorView::selectionChanged); + + connect(PlotsModel::instance(), &PlotsModel::item_selection_changed, selectionModel, + [selectionModel, this](const QModelIndex& index, bool selected) + { + if (selected) + { + this->expand_recursively(index); + selectionModel->select(index, QItemSelectionModel::Select); + } + else + selectionModel->select(index, QItemSelectionModel::Deselect); + }); +} diff --git a/src/Inspectors.cpp b/src/Inspectors.cpp new file mode 100644 index 0000000..04919d1 --- /dev/null +++ b/src/Inspectors.cpp @@ -0,0 +1,40 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Debug.hpp" +#include "SciQLopPlots/Inspector/InspectorBase.hpp" + +InspectorBase* Inspectors::inspector(const QObject* obj) +{ + auto metaObject = obj->metaObject(); + InspectorBase* _inspector = nullptr; + do + { + _inspector = inspector(metaObject->className()); + metaObject = metaObject->superClass(); + } while (_inspector == nullptr && metaObject != nullptr); + if (_inspector) + { + DEBUG_MESSAGE("Inspector found:" << _inspector->metaObject()->className()); + } + return _inspector; +} diff --git a/src/LegendDelegate.cpp b/src/LegendDelegate.cpp new file mode 100644 index 0000000..665d339 --- /dev/null +++ b/src/LegendDelegate.cpp @@ -0,0 +1,37 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LegendDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/BooleanDelegate.hpp" + +LegendDelegate::LegendDelegate(bool visible, QWidget* parent) +{ + m_layout = new QFormLayout(); + setLayout(m_layout); + m_visible = new BooleanDelegate(visible, this); + m_layout->addRow("Show Legend", m_visible); + connect(m_visible, &BooleanDelegate::value_changed, this, &LegendDelegate::visibility_changed); +} + +void LegendDelegate::set_visible(bool visible) +{ + m_visible->set_value(visible); +} diff --git a/src/LineDelegate.cpp b/src/LineDelegate.cpp new file mode 100644 index 0000000..408909f --- /dev/null +++ b/src/LineDelegate.cpp @@ -0,0 +1,70 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LineDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorDelegate.hpp" +#include +#include + +LineDelegate::LineDelegate(QPen pen, GraphLineStyle style, QWidget* parent) : QWidget(parent) +{ + m_pen = pen; + m_layout = new QFormLayout(); + setLayout(m_layout); + + auto width = new QSpinBox(); + m_layout->addRow("Width", width); + width->setValue(pen.width()); + connect(width, QOverload::of(&QSpinBox::valueChanged), this, + [this](int value) + { + m_pen.setWidth(value); + emit widthChanged(value); + emit penChanged(m_pen); + }); + + auto style_qcb = new QComboBox(); + m_layout->addRow("Style", style_qcb); + style_qcb->addItem(graph_line_style_to_string(GraphLineStyle::Line), + QVariant::fromValue(GraphLineStyle::Line)); + style_qcb->addItem(graph_line_style_to_string(GraphLineStyle::StepCenter), + QVariant::fromValue(GraphLineStyle::StepCenter)); + style_qcb->addItem(graph_line_style_to_string(GraphLineStyle::StepLeft), + QVariant::fromValue(GraphLineStyle::StepLeft)); + style_qcb->addItem(graph_line_style_to_string(GraphLineStyle::StepRight), + QVariant::fromValue(GraphLineStyle::StepRight)); + style_qcb->addItem(graph_line_style_to_string(GraphLineStyle::NoLine), + QVariant::fromValue(GraphLineStyle::NoLine)); + style_qcb->setCurrentIndex(style_qcb->findData(QVariant::fromValue(style))); + connect(style_qcb, QOverload::of(&QComboBox::currentIndexChanged), this, + [this, style_qcb](int index) + { emit styleChanged(style_qcb->itemData(index).value()); }); + + auto color = new ColorDelegate(pen.color()); + m_layout->addRow("Color", color); + connect(color, &ColorDelegate::colorChanged, this, + [this](const QColor& color) + { + m_pen.setColor(color); + emit colorChanged(color); + emit penChanged(m_pen); + }); +} diff --git a/src/Model.cpp b/src/Model.cpp new file mode 100644 index 0000000..bc09cb4 --- /dev/null +++ b/src/Model.cpp @@ -0,0 +1,196 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Model/Model.hpp" +#include + +void PlotsModel::node_changed(PlotsModelNode* node) +{ + auto index = make_index(node); + if (index.isValid()) + emit dataChanged(index, index); +} + +void PlotsModel::node_selection_changed(PlotsModelNode* node, bool selected) +{ + auto index = make_index(node); + if (index.isValid()) + emit item_selection_changed(index, selected); +} + +void PlotsModel::children_destroyed(PlotsModelNode* parent, int index) +{ + beginRemoveRows(make_index(parent), index, index); + endRemoveRows(); +} + +PlotsModel::PlotsModel(QObject* parent) +{ + m_rootNode = new PlotsModelNode(this); + connect(m_rootNode, &PlotsModelNode::childrenChanged, this, &PlotsModel::node_changed, + Qt::DirectConnection); + connect(m_rootNode, &PlotsModelNode::childrenDestroyed, this, &PlotsModel::children_destroyed, + Qt::DirectConnection); + connect(m_rootNode, &PlotsModelNode::nameChanged, this, &PlotsModel::node_changed); + connect(m_rootNode, &PlotsModelNode::selectionChanged, this, + &PlotsModel::node_selection_changed); +} + +QModelIndex PlotsModel::index(int row, int column, const QModelIndex& parent) const +{ + if (hasIndex(row, column, parent)) + { + PlotsModelNode* parentNode; + if (!parent.isValid()) + parentNode = m_rootNode; + else + parentNode = static_cast(parent.internalPointer()); + PlotsModelNode* childNode = parentNode->child(row); + if (childNode) + return createIndex(row, column, childNode); + } + return QModelIndex(); +} + +QModelIndex PlotsModel::parent(const QModelIndex& index) const +{ + if (index.isValid()) + { + PlotsModelNode* childNode = static_cast(index.internalPointer()); + PlotsModelNode* parentNode = childNode->parent_node(); + if (parentNode != m_rootNode) + { + if (parentNode != nullptr) + { + PlotsModelNode* grandparentNode = parentNode->parent_node(); + if (grandparentNode != nullptr) + return createIndex(grandparentNode->child_row(parentNode), 0, parentNode); + return createIndex(0, 0, parentNode); + } + } + } + return QModelIndex(); +} + +int PlotsModel::rowCount(const QModelIndex& parent) const +{ + if (parent.column() > 0) + return 0; + PlotsModelNode* parentNode; + if (!parent.isValid()) + parentNode = m_rootNode; + else + parentNode = static_cast(parent.internalPointer()); + return parentNode->children_count(); +} + +int PlotsModel::columnCount(const QModelIndex& parent) const +{ + return 1; +} + +QVariant PlotsModel::data(const QModelIndex& index, int role) const +{ + if (index.isValid()) + { + PlotsModelNode* node = static_cast(index.internalPointer()); + switch (role) + { + case Qt::DisplayRole: + return node->name(); + case Qt::UserRole: + return node->name(); + case Qt::DecorationRole: + return node->icon(); + case Qt::ToolTipRole: + return node->tooltip(); + default: + break; + } + } + return QVariant(); +} + +Qt::ItemFlags PlotsModel::flags(const QModelIndex& index) const +{ + if (!index.isValid()) + return Qt::ItemIsEnabled; + return QAbstractItemModel::flags(index); +} + +bool PlotsModel::removeRows(int row, int count, const QModelIndex& parent) +{ + bool result = true; + if (auto node = static_cast(parent.internalPointer()); node != nullptr) + { + beginRemoveRows(parent, row, row + count - 1); + for (int index = row + count - 1; index >= row; --index) + { + auto child = node->child(index); + if (child != nullptr && child->deletable()) + node->remove_child(index); + else + result = false; + } + endRemoveRows(); + } + return result; +} + +void PlotsModel::set_selected(const QList& indexes, bool selected) +{ + for (auto index : indexes) + { + auto node = static_cast(index.internalPointer()); + if (node != nullptr) + node->set_selected(selected); + } +} + +void PlotsModel::addTopLevelNode(QObject* obj) +{ + beginInsertRows(QModelIndex(), m_rootNode->children_count(), m_rootNode->children_count()); + m_rootNode->insert_child(obj); + endInsertRows(); + Q_EMIT top_level_nodes_list_changed(); +} + +Q_APPLICATION_STATIC(PlotsModel, _plots_model); + +PlotsModel* PlotsModel::instance() +{ + return _plots_model(); +} + +QObject* PlotsModel::object(const QModelIndex& index) +{ + if (auto node = static_cast(index.internalPointer()); node != nullptr) + return node->object(); + return nullptr; +} + +QModelIndex PlotsModel::make_index(PlotsModelNode* node) +{ + auto parent_node = node->parent_node(); + if (parent_node == nullptr) + return QModelIndex(); + return createIndex(parent_node->child_row(node), 0, node); +} diff --git a/src/MultiPlotsVSpan.cpp b/src/MultiPlotsVSpan.cpp index 41c8e2c..2cad005 100644 --- a/src/MultiPlotsVSpan.cpp +++ b/src/MultiPlotsVSpan.cpp @@ -21,7 +21,6 @@ ----------------------------------------------------------------------------*/ #include "SciQLopPlots/MultiPlots/MultiPlotsVSpan.hpp" - void MultiPlotsVerticalSpan::select_lower_border(bool selected) { if (_lower_border_selected != selected) @@ -60,15 +59,15 @@ void MultiPlotsVerticalSpan::addObject(SciQLopPlotInterface* plot) new_span->set_read_only(_read_only); new_span->set_tool_tip(_tool_tip); QObject::connect(new_span, &SciQLopVerticalSpan::range_changed, this, - &MultiPlotsVerticalSpan::set_range); + &MultiPlotsVerticalSpan::set_range); QObject::connect(new_span, &SciQLopVerticalSpan::selectionChanged, this, - &MultiPlotsVerticalSpan::set_selected); + &MultiPlotsVerticalSpan::set_selected); QObject::connect(new_span, &SciQLopVerticalSpan::lower_border_selection_changed, this, - &MultiPlotsVerticalSpan::select_lower_border); + &MultiPlotsVerticalSpan::select_lower_border); QObject::connect(new_span, &SciQLopVerticalSpan::upper_border_selection_changed, this, - &MultiPlotsVerticalSpan::select_upper_border); + &MultiPlotsVerticalSpan::select_upper_border); QObject::connect(new_span, &SciQLopVerticalSpan::delete_requested, this, - &MultiPlotsVerticalSpan::delete_requested); + &MultiPlotsVerticalSpan::delete_requested); _spans.append(new_span); } } @@ -77,7 +76,7 @@ void MultiPlotsVerticalSpan::removeObject(SciQLopPlotInterface* plot) { if (auto scp = dynamic_cast(plot); scp) { - for (auto i = 0UL; i < std::size(_spans); ++i) + for (decltype(std::size(_spans)) i = 0UL; i < std::size(_spans); ++i) { if (_spans[i]->parentPlot() == scp->qcp_plot()) { diff --git a/src/Node.cpp b/src/Node.cpp new file mode 100644 index 0000000..095740c --- /dev/null +++ b/src/Node.cpp @@ -0,0 +1,172 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Model/Node.hpp" +#include "SciQLopPlots/Inspector/InspectorBase.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" + +void PlotsModelNode::_child_destroyed(PlotsModelNode* child) +{ + auto index = m_children.indexOf(child); + m_children.removeOne(child); + emit childrenDestroyed(this, index); +} + +PlotsModelNode* PlotsModelNode::_root_node() +{ + PlotsModelNode* node = this; + while (node->parent_node() != nullptr) + node = node->parent_node(); + return node; +} + +PlotsModelNode::PlotsModelNode(QObject* obj, QObject* parent) : QObject(parent), m_obj(obj) +{ + if (obj != nullptr) + { + setObjectName(obj->objectName()); + connect(this, &PlotsModelNode::objectNameChanged, this, + [this]() { emit nameChanged(this); }); + connect(obj, &QObject::destroyed, this, &PlotsModelNode::destroy, Qt::DirectConnection); + m_inspector = Inspectors::inspector(obj); + if (m_inspector != nullptr) + { + set_deletable(m_inspector->deletable(obj)); + m_inspector->connect_node(this, obj); + for (auto child : m_inspector->children(obj)) + { + insert_child(child); + } + } + } +} + +PlotsModelNode* PlotsModelNode::insert_child(QObject* obj, int row) +{ + PlotsModelNode* node = new PlotsModelNode(obj, this); + if (row == -1) + m_children.append(node); + else + m_children.insert(row, node); + connect( + node, &QObject::destroyed, this, [this, node]() { _child_destroyed(node); }, + Qt::DirectConnection); + connect(node, &PlotsModelNode::childrenChanged, _root_node(), &PlotsModelNode::childrenChanged); + connect(node, &PlotsModelNode::nameChanged, _root_node(), &PlotsModelNode::nameChanged); + connect(node, &PlotsModelNode::selectionChanged, _root_node(), + &PlotsModelNode::selectionChanged); + emit childrenChanged(this); + return node; +} + +PlotsModelNode* PlotsModelNode::child_node(const QString& name) +{ + for (auto child : m_children) + { + if (child->name() == name) + return child; + } + return nullptr; +} + +int PlotsModelNode::child_row(QObject* obj) +{ + for (int i = 0; i < children_count(); i++) + { + if (m_children[i]->holds(obj)) + return i; + } + return -1; +} + +bool PlotsModelNode::remove_child(int row) +{ + if (row < 0 || row >= m_children.size()) + return false; + auto child = m_children.at(row); + m_children.removeAt(row); + child->destroy(); + emit childrenDestroyed(this, row); + return true; +} + +QIcon PlotsModelNode::icon() +{ + if (m_inspector == nullptr || m_obj == nullptr) + return QIcon(); + return m_inspector->icon(m_obj); +} + +QString PlotsModelNode::tooltip() +{ + if (m_inspector == nullptr || m_obj == nullptr) + return QString(); + return m_inspector->tooltip(m_obj); +} + +void PlotsModelNode::setName(const QString& name) +{ + if (objectName() != name) + { + setObjectName(name); + } + if (m_obj && m_obj->objectName() != name) + m_obj->setObjectName(name); +} + +void PlotsModelNode::update_children() +{ + if (m_inspector != nullptr) + { + const auto new_children = m_inspector->children(m_obj.data()); + for (auto child : new_children) + { + if (!contains(child)) + insert_child(child); + } + for (auto child : std::as_const(m_children)) + { + if (!new_children.contains(child->m_obj.data())) + delete child; + } + } + emit childrenChanged(this); +} + +void PlotsModelNode::set_selected(bool selected) +{ + if (m_inspector && m_obj) + { + m_inspector->set_selected(m_obj.data(), selected); + emit selectionChanged(this, selected); + } +} + +void PlotsModelNode::destroy() +{ + while (!m_children.isEmpty()) + { + remove_child(0); + } + if (m_obj) + m_obj->deleteLater(); + deleteLater(); +} diff --git a/src/ProductsModel.cpp b/src/ProductsModel.cpp new file mode 100644 index 0000000..96c4aa4 --- /dev/null +++ b/src/ProductsModel.cpp @@ -0,0 +1,247 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Products/ProductsModel.hpp" +#include "SciQLopPlots/Products/ProductsNode.hpp" +#include +#include + +QModelIndex ProductsModel::make_index(ProductsModelNode* node) +{ + auto parent_node = node->parent_node(); + if (parent_node == nullptr) + return QModelIndex(); + return createIndex(parent_node->child_row(node), 0, node); +} + +void ProductsModel::_add_to_completer(const QString& value) +{ + if (m_completer_model->stringList().contains(value)) + return; + m_completer_model->insertRow(m_completer_model->rowCount()); + m_completer_model->setData(m_completer_model->index(m_completer_model->rowCount() - 1), value); +} + +void ProductsModel::_add_to_completer(ProductsModelNode* node) +{ + for (auto str : node->completions()) + _add_to_completer(str); +} + +void ProductsModel::_insert_node(ProductsModelNode* node, ProductsModelNode* parent) +{ + beginInsertRows(make_index(parent), parent->children_count(), parent->children_count()); + parent->add_child(node); + _add_to_completer(node); + endInsertRows(); +} + +void ProductsModel::_add_text_mime_data(QMimeData* mime_data, const QModelIndexList& indexes) const +{ + QStringList paths; + for (const auto& index : indexes) + { + if (index.isValid()) + { + auto node = static_cast(index.internalPointer()); + paths += node->path().join("//"); + } + } + mime_data->setText(paths.join("\n")); +} + +ProductsModel::ProductsModel(QObject* parent) : QAbstractItemModel(parent) +{ + m_rootNode = new ProductsModelNode("root", {}, "", this); + m_completer_model = new QStringListModel(this); +} + +QModelIndex ProductsModel::index(int row, int column, const QModelIndex& parent) const +{ + if (hasIndex(row, column, parent)) + { + ProductsModelNode* parentNode; + if (!parent.isValid()) + parentNode = m_rootNode; + else + parentNode = static_cast(parent.internalPointer()); + ProductsModelNode* childNode = parentNode->child(row); + if (childNode) + return createIndex(row, column, childNode); + } + return QModelIndex(); +} + +QModelIndex ProductsModel::parent(const QModelIndex& index) const +{ + if (index.isValid()) + { + ProductsModelNode* childNode = static_cast(index.internalPointer()); + ProductsModelNode* parentNode = childNode->parent_node(); + if (parentNode != m_rootNode) + { + if (parentNode != nullptr) + { + ProductsModelNode* grandparentNode = parentNode->parent_node(); + if (grandparentNode != nullptr) + return createIndex(grandparentNode->child_row(parentNode), 0, parentNode); + return createIndex(0, 0, parentNode); + } + } + } + return QModelIndex(); +} + +int ProductsModel::rowCount(const QModelIndex& parent) const +{ + if (parent.column() > 0) + return 0; + ProductsModelNode* parentNode; + if (!parent.isValid()) + parentNode = m_rootNode; + else + parentNode = static_cast(parent.internalPointer()); + return parentNode->children_count(); +} + +int ProductsModel::columnCount(const QModelIndex& parent) const +{ + return 1; +} + +QVariant ProductsModel::data(const QModelIndex& index, int role) const +{ + if (index.isValid()) + { + ProductsModelNode* node = static_cast(index.internalPointer()); + switch (role) + { + case Qt::DisplayRole: + return node->name(); + case Qt::UserRole: + return node->name(); + case Qt::DecorationRole: + return node->icon(); + case Qt::ToolTipRole: + return node->tooltip(); + case PRODUCT_FILTER_ROLE: + return node->raw_text(); + default: + break; + } + } + return QVariant(); +} + +Qt::ItemFlags ProductsModel::flags(const QModelIndex& index) const +{ + if (index.isValid()) + { + auto node = static_cast(index.internalPointer()); + if (node->node_type() == ProductsModelNodeType::PARAMETER) + return Qt::ItemIsEnabled | Qt::ItemIsDragEnabled | Qt::ItemIsSelectable; + return Qt::ItemIsEnabled | Qt::ItemIsSelectable; + } + return QAbstractItemModel::flags(index); +} + +QMimeData* ProductsModel::mimeData(const QModelIndexList& indexes) const +{ + if (indexes.isEmpty()) + return nullptr; + auto mimeData = new QMimeData(); + QByteArray encodedData; + QDataStream stream(&encodedData, QIODevice::WriteOnly); + for (const auto& index : indexes) + { + if (index.isValid()) + { + auto node = static_cast(index.internalPointer()); + stream << node->path(); + } + } + mimeData->setData(mime_type(), encodedData); + _add_text_mime_data(mimeData, indexes); + return mimeData; +} + +QList ProductsModel::decode_mime_data(const QMimeData* mime_data) +{ + QList data; + if (mime_data->hasFormat(mime_type())) + { + QByteArray encodedData = mime_data->data(mime_type()); + QDataStream stream(&encodedData, QIODevice::ReadOnly); + while (!stream.atEnd()) + { + QStringList path; + stream >> path; + data.append(path); + } + } + return data; +} + +void ProductsModel::add_node(QStringList path, ProductsModelNode* obj) +{ + auto parent = m_rootNode; + for (const auto& name : path) + { + if (!name.isEmpty()) + { + auto node = parent->child(name); + if (node == nullptr) + { + node = new ProductsModelNode(name); + _insert_node(node, parent); + } + parent = node; + } + } + _insert_node(obj, parent); +} + +ProductsModelNode* ProductsModel::node(const QStringList& path) +{ + if (!path.isEmpty()) + { + auto parent = ProductsModel::instance()->m_rootNode; + auto without_root = path; + if (without_root.first().isEmpty() or without_root.first() == parent->name()) + without_root.removeFirst(); + for (const auto& name : without_root) + { + auto node = parent->child(name); + if (node == nullptr) + return nullptr; + parent = node; + } + return parent; + } + return nullptr; +} + +Q_APPLICATION_STATIC(ProductsModel, _products_model); + +ProductsModel* ProductsModel::instance() +{ + return _products_model(); +} diff --git a/src/ProductsNode.cpp b/src/ProductsNode.cpp new file mode 100644 index 0000000..a602dee --- /dev/null +++ b/src/ProductsNode.cpp @@ -0,0 +1,114 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Products/ProductsNode.hpp" +#include "SciQLopPlots/Icons/icons.hpp" +#include "fmt/core.h" + +ProductsModelNode* ProductsModelNode::_root_node() +{ + ProductsModelNode* node = this; + while (node->parent_node() != nullptr) + node = node->parent_node(); + return node; +} + +ProductsModelNode::ProductsModelNode(const QString& name, const QMap& metadata, + const QString& icon, QObject* parent) + : ProductsModelNode(name, "", metadata, ProductsModelNodeType::FOLDER, + ParameterType::NotAParameter, icon, parent) +{ +} + +ProductsModelNode::ProductsModelNode(const QString& name, const QString& provider, + const QMap& metadata, + ProductsModelNodeType node_type, ParameterType parameter_type, + const QString& icon, QObject* parent) + : QObject(parent) + , m_node_type(node_type) + , m_metadata(metadata) + , m_icon(icon) + , m_parameter_type(parameter_type) + , m_provider(provider) +{ + this->setObjectName(name); + m_tooltip.append(fmt::format("

{}

", name.toStdString()).c_str()); + m_raw_text.append(name); + for (auto [key, value] : metadata.asKeyValueRange()) + { + m_tooltip.append( + fmt::format("
{}: {}", key.toStdString(), value.toString().toStdString()) + .c_str()); + m_raw_text.append(key + ": " + value.toString()); + } +} + +void ProductsModelNode::add_child(ProductsModelNode* child) +{ + for (auto node : m_children) + { + if (node->name() == child->name()) + { + m_children.removeOne(node); + } + } + m_children.append(child); + child->setParent(this); +} + +QStringList ProductsModelNode::path() +{ + QStringList path; + ProductsModelNode* node = this; + while (node != nullptr) + { + path.prepend(node->objectName()); + node = node->parent_node(); + } + return path; +} + +void ProductsModelNode::set_icon(const QString& name) +{ + m_icon = name; +} + +const QIcon& ProductsModelNode::icon() +{ + return Icons::get_icon(m_icon); +} + +void ProductsModelNode::set_tooltip(const QString& tooltip) +{ + m_tooltip = tooltip; +} + +QStringList ProductsModelNode::completions() const noexcept +{ + QStringList completions; + completions.append(this->name()); + for (auto [key, value] : m_metadata.asKeyValueRange()) + { + if (auto v = value.toString(); v.size() < 100) + completions.append(key + ": " + v); + } + return completions; +} diff --git a/src/ProductsView.cpp b/src/ProductsView.cpp new file mode 100644 index 0000000..db72c2d --- /dev/null +++ b/src/ProductsView.cpp @@ -0,0 +1,86 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Products/ProductsView.hpp" +#include "SciQLopPlots/Products/ProductsModel.hpp" +#include +#include +#include +#include +#include +#include +#include + +#include + +void ProductsView::update_filter() +{ + m_proxy_model->setFilterRegularExpression( + QRegularExpression(".*" + QRegularExpression::escape(m_search_line_edit->text()) + ".*")); +} + +ProductsView::ProductsView(QWidget* parent) +{ + this->setWindowTitle("Products"); + auto layout = new QVBoxLayout(this); + m_search_timer = new QTimer(this); + m_search_timer->setSingleShot(true); + m_search_timer->setInterval(500); + connect(m_search_timer, &QTimer::timeout, this, &ProductsView::update_filter); + + m_search_line_edit = new QLineEdit(this); + m_search_line_edit->setClearButtonEnabled(true); + m_search_line_edit->setPlaceholderText("Search..."); + m_search_line_edit->addAction(QIcon(":/icons/theme/search.png"), QLineEdit::LeadingPosition); + m_completer = new QCompleter(this); + m_completer->setModel(ProductsModel::instance()->completer_model()); + m_completer->setCaseSensitivity(Qt::CaseInsensitive); + m_completer->setFilterMode(Qt::MatchContains); + m_completer->setCompletionMode(QCompleter::PopupCompletion); + m_completer->setModelSorting(QCompleter::CaseInsensitivelySortedModel); + m_search_line_edit->setCompleter(m_completer); + layout->addWidget(m_search_line_edit); + + m_proxy_model = new QSortFilterProxyModel(this); + m_proxy_model->setSourceModel(ProductsModel::instance()); + m_proxy_model->setFilterCaseSensitivity(Qt::CaseInsensitive); + m_proxy_model->setFilterKeyColumn(0); + m_proxy_model->setFilterRole(PRODUCT_FILTER_ROLE); + m_proxy_model->setSortCaseSensitivity(Qt::CaseInsensitive); + m_proxy_model->setRecursiveFilteringEnabled(true); + m_proxy_model->setDynamicSortFilter(true); + + connect(m_search_line_edit, &QLineEdit::textChanged, this, + [this]() { m_search_timer->start(); }); + + + m_tree_view = new QTreeView(this); + m_tree_view->setModel(m_proxy_model); + m_tree_view->setHeaderHidden(true); + m_tree_view->setSelectionBehavior(QAbstractItemView::SelectRows); + m_tree_view->setSelectionMode(QAbstractItemView::SingleSelection); + m_tree_view->setEditTriggers(QAbstractItemView::NoEditTriggers); + m_tree_view->setRootIsDecorated(true); + m_tree_view->setAlternatingRowColors(true); + m_tree_view->setDragEnabled(true); + layout->addWidget(m_tree_view); + this->setLayout(layout); +} diff --git a/src/Profiling.cpp b/src/Profiling.cpp new file mode 100644 index 0000000..e3053e9 --- /dev/null +++ b/src/Profiling.cpp @@ -0,0 +1,41 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Profiling.hpp" + +#ifdef TRACY_ENABLE +#ifdef PROFILE_MEMORY +#include + +void* operator new(std::size_t n) +{ + void* ptr = malloc(n); + TracyAlloc(ptr, n); + return ptr; +} + +void operator delete(void* ptr) noexcept +{ + TracyFree(ptr); + free(ptr); +} +#endif +#endif diff --git a/src/PropertiesPanel.cpp b/src/PropertiesPanel.cpp new file mode 100644 index 0000000..227a40e --- /dev/null +++ b/src/PropertiesPanel.cpp @@ -0,0 +1,41 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/View/PropertiesPanel.hpp" +#include "SciQLopPlots/Inspector/View/InspectorView.hpp" +#include "SciQLopPlots/Inspector/View/PropertiesView.hpp" +#include +#include + +PropertiesPanel::PropertiesPanel(QWidget* parent) +{ + this->setWindowTitle("Properties"); + auto splitter = new QSplitter(Qt::Vertical, this); + splitter->setChildrenCollapsible(false); + setLayout(new QVBoxLayout(this)); + layout()->addWidget(splitter); + m_inspectorView = new InspectorView(this); + m_propertiesView = new PropertiesView(this); + splitter->addWidget(m_inspectorView); + splitter->addWidget(m_propertiesView); + connect(m_inspectorView, &InspectorView::objects_selected, m_propertiesView, + &PropertiesView::set_current_objects); +} diff --git a/src/PropertiesView.cpp b/src/PropertiesView.cpp new file mode 100644 index 0000000..455015d --- /dev/null +++ b/src/PropertiesView.cpp @@ -0,0 +1,49 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/View/PropertiesView.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include + +void PropertiesView::set_current_objects(const QList& objects) +{ + if (m_delegateWidget) + { + delete m_delegateWidget; + m_delegateWidget = nullptr; + } + if (!objects.isEmpty()) + { + auto first = objects.first(); + auto delegate = PropertyDelegates::delegate(first, this); + if (delegate) + { + m_delegateWidget = delegate; + this->layout()->addWidget(m_delegateWidget); + } + } +} + +PropertiesView::PropertiesView(QWidget* parent) +{ + this->setLayout(new QVBoxLayout(this)); +} diff --git a/src/PropertyDelegateBase.cpp b/src/PropertyDelegateBase.cpp new file mode 100644 index 0000000..5c19a46 --- /dev/null +++ b/src/PropertyDelegateBase.cpp @@ -0,0 +1,22 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertyDelegateBase.hpp" diff --git a/src/PythonInterface.cpp b/src/PythonInterface.cpp index c0a374a..efafa50 100644 --- a/src/PythonInterface.cpp +++ b/src/PythonInterface.cpp @@ -58,11 +58,12 @@ extern "C" #define SKIP_PYTHON_INTERFACE_CPP #include "SciQLopPlots/Python/PythonInterface.hpp" - struct PyAutoScopedGIL { PyGILState_STATE gstate; + PyAutoScopedGIL() { gstate = PyGILState_Ensure(); } + ~PyAutoScopedGIL() { PyGILState_Release(gstate); } }; @@ -77,7 +78,6 @@ inline void _inc_ref(PyObject* obj) PyGILState_Release(state); } - inline void _dec_ref(PyObject* obj) { auto scoped_gil = PyAutoScopedGIL(); @@ -99,16 +99,21 @@ struct PyObjectWrapper { private: std::shared_ptr _py_obj = nullptr; + inline void share(const PyObjectWrapper& other) { this->_py_obj = other._py_obj; } public: inline PyObjectWrapper() : _py_obj { nullptr } { } + inline PyObjectWrapper(const PyObjectWrapper& other) : _py_obj { nullptr } { this->share(other); } + inline PyObjectWrapper(PyObjectWrapper&& other) : _py_obj { nullptr } { this->share(other); } + explicit PyObjectWrapper(PyObject* obj) : _py_obj { nullptr } { this->set_obj(obj); } + ~PyObjectWrapper() { } inline PyObjectWrapper& operator=(PyObjectWrapper&& other) @@ -116,6 +121,7 @@ struct PyObjectWrapper this->share(other); return *this; } + inline PyObjectWrapper& operator=(const PyObjectWrapper& other) { this->share(other); @@ -131,12 +137,11 @@ struct PyObjectWrapper } } - inline PyObject* py_object() const { return _py_obj.get(); } + inline bool is_null() const { return _py_obj == nullptr; } }; - struct _PyBuffer_impl : PyObjectWrapper { Py_buffer buffer = { 0 }; @@ -146,7 +151,9 @@ struct _PyBuffer_impl : PyObjectWrapper bool is_row_major = true; _PyBuffer_impl() = default; + explicit _PyBuffer_impl(PyObject* obj) { this->init_buffer(obj); } + ~_PyBuffer_impl() { this->release(); } inline void init_buffer(PyObject* obj) @@ -155,7 +162,8 @@ struct _PyBuffer_impl : PyObjectWrapper { auto scoped_gil = PyAutoScopedGIL(); this->is_valid = PyObject_GetBuffer(obj, &this->buffer, - PyBUF_SIMPLE | PyBUF_READ | PyBUF_ANY_CONTIGUOUS | PyBUF_FORMAT) + PyBUF_SIMPLE | PyBUF_READ | PyBUF_ANY_CONTIGUOUS + | PyBUF_FORMAT) == 0; } if (!this->is_valid) @@ -187,7 +195,6 @@ struct _PyBuffer_impl : PyObjectWrapper } }; - void PyBuffer::share(const PyBuffer& other) { this->_impl = other._impl; @@ -250,11 +257,12 @@ std::size_t PyBuffer::ndim() const return 0; } -std::size_t PyBuffer::size(std::size_t index) +std::size_t PyBuffer::size(std::size_t index) const { if (is_valid()) { - if (static_cast(index) < std::size(this->_impl->shape)) + if (static_cast_impl->shape))>(index) + < std::size(this->_impl->shape)) { return this->_impl->shape[index]; } @@ -297,7 +305,6 @@ PyObject* PyBuffer::py_object() const return nullptr; } - void PyBuffer::release() { } std::size_t PyBuffer::flat_size() const @@ -309,7 +316,6 @@ std::size_t PyBuffer::flat_size() const return 0; } - struct _GetDataPyCallable_impl { PyObjectWrapper _py_obj; @@ -318,6 +324,7 @@ struct _GetDataPyCallable_impl _GetDataPyCallable_impl() = default; _GetDataPyCallable_impl(const _GetDataPyCallable_impl&) = default; _GetDataPyCallable_impl(_GetDataPyCallable_impl&&) = default; + _GetDataPyCallable_impl(PyObject* obj) { this->_init_callable(obj); } ~_GetDataPyCallable_impl() { } @@ -325,7 +332,6 @@ struct _GetDataPyCallable_impl _GetDataPyCallable_impl& operator=(const _GetDataPyCallable_impl&) = default; _GetDataPyCallable_impl& operator=(_GetDataPyCallable_impl&&) = default; - inline void _init_callable(PyObject* obj) { this->_py_obj.set_obj(obj); @@ -445,7 +451,6 @@ struct _GetDataPyCallable_impl } }; - void GetDataPyCallable::steal(GetDataPyCallable& other) { if (is_valid()) @@ -484,7 +489,6 @@ GetDataPyCallable::GetDataPyCallable(GetDataPyCallable&& other) steal(other); } - GetDataPyCallable& GetDataPyCallable::operator=(const GetDataPyCallable& other) { if (this != &other) diff --git a/src/QCPAbstractPlottableWrapper.cpp b/src/QCPAbstractPlottableWrapper.cpp index 891fe4a..2065cea 100644 --- a/src/QCPAbstractPlottableWrapper.cpp +++ b/src/QCPAbstractPlottableWrapper.cpp @@ -22,29 +22,30 @@ #include "SciQLopPlots/Plotables/QCPAbstractPlottableWrapper.hpp" -void SQPQCPAbstractPlottableWrapper::_register_plottable(QCPAbstractPlottable* plottable) +void SQPQCPAbstractPlottableWrapper::_register_component(SciQLopGraphComponent* component) { - connect(plottable, &QCPAbstractPlottable::destroyed, this, - [this, plottable]() { m_plottables.removeOne(plottable); }); - m_plottables.append(plottable); + m_components.append(component); + connect(component, &SciQLopGraphComponent::replot, this, + &SQPQCPAbstractPlottableWrapper::replot); + Q_EMIT this->component_list_changed(); } void SQPQCPAbstractPlottableWrapper::set_visible(bool visible) noexcept { - for (auto plottable : m_plottables) + for (auto plottable : m_components) { - plottable->setVisible(visible); + plottable->set_visible(visible); } Q_EMIT visible_changed(visible); } void SQPQCPAbstractPlottableWrapper::set_labels(const QStringList& labels) { - if (std::size(labels) == std::size(m_plottables)) + if (std::size(labels) == std::size(m_components)) { - for (std::size_t i = 0; i < std::size(m_plottables); ++i) + for (decltype(std::size(m_components)) i = 0UL; i < std::size(m_components); ++i) { - m_plottables[i]->setName(labels[i]); + m_components[i]->set_name(labels[i]); } Q_EMIT labels_changed(labels); } @@ -56,13 +57,11 @@ void SQPQCPAbstractPlottableWrapper::set_labels(const QStringList& labels) void SQPQCPAbstractPlottableWrapper::set_colors(const QList& colors) { - if (std::size(colors) == std::size(m_plottables)) + if (std::size(colors) == std::size(m_components)) { - for (std::size_t i = 0; i < std::size(m_plottables); ++i) + for (decltype(std::size(m_components)) i = 0; i < std::size(m_components); ++i) { - auto pen = m_plottables[i]->pen(); - pen.setColor(colors[i]); - m_plottables[i]->setPen(pen); + m_components[i]->set_color(colors[i]); } Q_EMIT colors_changed(colors); } @@ -74,17 +73,47 @@ void SQPQCPAbstractPlottableWrapper::set_colors(const QList& colors) bool SQPQCPAbstractPlottableWrapper::visible() const noexcept { - if (std::empty(m_plottables)) - return false; - return m_plottables[0]->visible(); + // True if at least one plottable is visible + for (const auto& plottable : m_components) + { + if (plottable->visible()) + return true; + } + return false; } QStringList SQPQCPAbstractPlottableWrapper::labels() const noexcept { QStringList labels; - for (const auto plottable : m_plottables) + for (const auto& plottable : m_components) { labels.append(plottable->name()); } return labels; } + +void SQPQCPAbstractPlottableWrapper::set_selected(bool selected) noexcept +{ + bool changed = false; + for (auto plottable : m_components) + { + if (plottable->selected() != selected) + { + plottable->set_selected(selected); + changed = true; + } + } + if (changed) + Q_EMIT selection_changed(selected); +} + +bool SQPQCPAbstractPlottableWrapper::selected() const noexcept +{ + // True if at least one plottable is selected + for (const auto& plottable : m_components) + { + if (plottable->selected()) + return true; + } + return false; +} diff --git a/src/SciQLopColorMap.cpp b/src/SciQLopColorMap.cpp index aab6239..343b367 100644 --- a/src/SciQLopColorMap.cpp +++ b/src/SciQLopColorMap.cpp @@ -21,7 +21,7 @@ ----------------------------------------------------------------------------*/ #include "SciQLopPlots/Plotables/SciQLopColorMap.hpp" -#include "SciQLopPlots/Plotables/SciQLopColorMapResampler.hpp" +#include "SciQLopPlots/Plotables/Resamplers/SciQLopColorMapResampler.hpp" #include void SciQLopColorMap::_cmap_got_destroyed() @@ -29,18 +29,30 @@ void SciQLopColorMap::_cmap_got_destroyed() this->_cmap = nullptr; } -SciQLopColorMap::SciQLopColorMap(QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* valueAxis, - const QString& name, ::DataOrder dataOrder) - : SQPQCPAbstractPlottableWrapper(parent) +void SciQLopColorMap::_setGraphData(QCPColorMapData* data) +{ + if (this->_cmap) + { + this->_cmap->setData(data, false); + Q_EMIT this->replot(); + this->_icon_update_timer->start(); + } +} + +SciQLopColorMap::SciQLopColorMap(QCustomPlot* parent, SciQLopPlotAxis* xAxis, + SciQLopPlotAxis* yAxis, SciQLopPlotColorScaleAxis* zAxis, const QString& name) + : SciQLopColorMapInterface(parent) , _icon_update_timer { new QTimer(this) } - , _keyAxis { keyAxis } - , _valueAxis { valueAxis } - , _dataOrder { dataOrder } + , _keyAxis { xAxis } + , _valueAxis { yAxis } + , _colorScaleAxis { zAxis } { - this->_cmap = this->newPlottable(keyAxis, valueAxis, name); + this->_cmap = new QCPColorMap(this->_keyAxis->qcp_axis(), this->_valueAxis->qcp_axis()); connect(this->_cmap, &QCPColorMap::destroyed, this, &SciQLopColorMap::_cmap_got_destroyed); + SciQLopColorMap::set_gradient(ColorGradient::Jet); + SciQLopColorMap::set_name(name); - this->_resampler = new ColormapResampler(_valueAxis->scaleType()); + this->_resampler = new ColormapResampler(this, _valueAxis->log()); this->_resampler_thread = new QThread(); this->_resampler->moveToThread(this->_resampler_thread); this->_resampler_thread->start(QThread::LowPriority); @@ -50,20 +62,19 @@ SciQLopColorMap::SciQLopColorMap(QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* this->_icon_update_timer, &QTimer::timeout, this->_cmap, [this]() { this->_cmap->updateLegendIcon(); }, Qt::QueuedConnection); connect( - this->_resampler, &ColormapResampler::refreshPlot, this, - [this](QCPColorMapData* data) - { - this->colorMap()->setData(data, false); - if (this->_auto_scale_y) - { - this->_valueAxis->rescale(true); - } - this->_plot()->replot(QCustomPlot::rpQueuedReplot); - this->_icon_update_timer->start(); - }, - Qt::QueuedConnection); + this->_valueAxis, &SciQLopPlotAxis::log_changed, this->_resampler, + [this](bool log) { this->_resampler->set_y_scale_log(log); }, Qt::DirectConnection); + connect(this->_resampler, &ColormapResampler::setGraphData, this, + &SciQLopColorMap::_setGraphData, Qt::QueuedConnection); + this->colorMap()->updateLegendIcon(); this->colorMap()->setLayer(parent->layer("background")); + + if (auto legend_item = _legend_item(); legend_item) + { + connect(legend_item, &QCPAbstractLegendItem::selectionChanged, this, + &SciQLopColorMap::set_selected); + } } SciQLopColorMap::~SciQLopColorMap() @@ -72,19 +83,24 @@ SciQLopColorMap::~SciQLopColorMap() this->_plot()->removePlottable(this->colorMap()); connect(this->_resampler_thread, &QThread::finished, this->_resampler, &QThread::deleteLater); - disconnect(this->_resampler, &ColormapResampler::refreshPlot, nullptr, nullptr); this->_resampler_thread->quit(); this->_resampler_thread->wait(); delete this->_resampler_thread; this->_resampler = nullptr; this->_resampler_thread = nullptr; + + if (auto legend_item = _legend_item(); legend_item) + { + connect(legend_item, &QCPAbstractLegendItem::selectionChanged, this, + &SciQLopColorMap::set_selected); + } } void SciQLopColorMap::set_data(PyBuffer x, PyBuffer y, PyBuffer z) { if (this->_cmap) { - this->_resampler->setData(x, y, z, _valueAxis->scaleType()); + this->_resampler->setData(x, y, z); } Q_EMIT data_changed(x, y, z); } @@ -94,3 +110,61 @@ void SciQLopColorMap::set_auto_scale_y(bool auto_scale_y) _auto_scale_y = auto_scale_y; Q_EMIT auto_scale_y_changed(auto_scale_y); } + +void SciQLopColorMap::set_selected(bool selected) noexcept +{ + if (_selected != selected) + { + _selected = selected; + auto legend_item = _legend_item(); + if (legend_item && legend_item->selected() != selected) + legend_item->setSelected(selected); + emit selection_changed(selected); + } +} + +bool SciQLopColorMap::selected() const noexcept +{ + return _selected; +} + +void SciQLopColorMap::set_x_axis(SciQLopPlotAxisInterface* axis) noexcept +{ + if (auto qcp_axis = dynamic_cast(axis)) + { + this->_keyAxis = qcp_axis; + this->_cmap->setKeyAxis(this->_keyAxis->qcp_axis()); + } +} + +void SciQLopColorMap::set_y_axis(SciQLopPlotAxisInterface* axis) noexcept +{ + if (auto qcp_axis = dynamic_cast(axis)) + { + this->_valueAxis = qcp_axis; + this->_cmap->setValueAxis(this->_valueAxis->qcp_axis()); + } +} + +SciQLopColorMapFunction::SciQLopColorMapFunction(QCustomPlot* parent, SciQLopPlotAxis* xAxis, + SciQLopPlotAxis* yAxis, SciQLopPlotColorScaleAxis* zAxis, + GetDataPyCallable&& callable, const QString& name) + : SciQLopColorMap(parent, xAxis, yAxis, zAxis, name) +{ + m_pipeline = new SimplePyCallablePipeline(std::move(callable), this); + connect(m_pipeline, &SimplePyCallablePipeline::new_data_3d, this, + &SciQLopColorMapFunction::_set_data); + connect(this, &SciQLopColorMap::range_changed, m_pipeline, + &SimplePyCallablePipeline::set_range); + this->set_range({ parent->xAxis->range().lower, parent->xAxis->range().upper }); +} + +void SciQLopColorMapFunction::set_data(PyBuffer x, PyBuffer y, PyBuffer z) +{ + m_pipeline->set_data(x, y, z); +} + +void SciQLopColorMapFunction::set_data(PyBuffer x, PyBuffer y) +{ + m_pipeline->set_data(x, y); +} diff --git a/src/SciQLopColorMapDelegate.cpp b/src/SciQLopColorMapDelegate.cpp new file mode 100644 index 0000000..08e68bf --- /dev/null +++ b/src/SciQLopColorMapDelegate.cpp @@ -0,0 +1,42 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ + +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/SciQLopColorMapDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/ColorGradientDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include "SciQLopPlots/Plotables/SciQLopColorMap.hpp" + +REGISTER_DELEGATE(SciQLopColorMapDelegate); + +SciQLopColorMap* SciQLopColorMapDelegate::colorMap() const +{ + return as_type(m_object); +} + +SciQLopColorMapDelegate::SciQLopColorMapDelegate(SciQLopColorMap* object, QWidget* parent) + : PropertyDelegateBase(object, parent) +{ + ColorGradientDelegate* gradient = new ColorGradientDelegate(colorMap()->gradient(), this); + m_layout->addWidget(gradient); + connect(gradient, &ColorGradientDelegate::gradientChanged, this, + [this](ColorGradient gradient) { colorMap()->set_gradient(gradient); }); +} diff --git a/src/SciQLopColorMapInspector.cpp b/src/SciQLopColorMapInspector.cpp new file mode 100644 index 0000000..dd129d6 --- /dev/null +++ b/src/SciQLopColorMapInspector.cpp @@ -0,0 +1,60 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ + +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopColorMapInspector.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" +#include "SciQLopPlots/Plotables/SciQLopColorMap.hpp" + + +REGISTER_INSPECTOR(SciQLopColorMapInspector); + +QList SciQLopColorMapInspector::children(QObject* obj) +{ + Q_UNUSED(obj); + return {}; +} + +QObject* SciQLopColorMapInspector::child(const QString& name, QObject* obj) +{ + Q_UNUSED(name); + Q_UNUSED(obj); + return nullptr; +} + +void SciQLopColorMapInspector::connect_node(PlotsModelNode* node, QObject* const obj) +{ + InspectorBase::connect_node(node, obj); + if (auto cmap = _colormap(obj); cmap) + { + connect(cmap, &SciQLopColorMap::selection_changed, node, &PlotsModelNode::set_selected); + } +} + +void SciQLopColorMapInspector::set_selected(QObject* obj, bool selected) +{ + auto colormap = _colormap(obj); + if (colormap) + { + colormap->set_selected(selected); + } +} diff --git a/src/SciQLopColorMapResampler.cpp b/src/SciQLopColorMapResampler.cpp index 6f40e3d..495c54f 100644 --- a/src/SciQLopColorMapResampler.cpp +++ b/src/SciQLopColorMapResampler.cpp @@ -20,118 +20,187 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ -#include "SciQLopPlots/Plotables/SciQLopColorMapResampler.hpp" +#include "SciQLopPlots/Plotables/Resamplers/SciQLopColorMapResampler.hpp" #include +#include "SciQLopPlots/Profiling.hpp" -std::vector ColormapResampler::_optimal_y_scale( - const PyBuffer& x, const PyBuffer& y, QCPAxis::ScaleType scale_type) +struct UnprotectQCPColorMapData : public QCPColorMapData { - using namespace cpp_utils; - std::vector new_y(this->_max_y_size); - auto y_min = *containers::min(y); - auto y_max = *containers::max(y); + double* data_ptr() { return mData; } - if (scale_type == QCPAxis::ScaleType::stLinear) + inline double unsafe_cell(int keyIndex, int valueIndex) { - std::generate(std::begin(new_y), std::end(new_y), - [start = y_min, step = (y_max - y_min) / this->_max_y_size, i = 0]() mutable - { - i++; - return start + i * step; - }); + return mData[valueIndex * mKeySize + keyIndex]; } - else if (scale_type == QCPAxis::ScaleType::stLogarithmic) + + inline void unsafe_setCell(int keyIndex, int valueIndex, double value) { - std::generate(std::begin(new_y), std::end(new_y), - [start = y_min, step = (y_max - y_min) / this->_max_y_size, i = 0]() mutable - { - i++; - return start * std::pow(10, i * step); - }); + mData[valueIndex * mKeySize + keyIndex] = value; } - return new_y; -} +}; -QCPColorMapData* ColormapResampler::_setDataLinear( - const PyBuffer& x, const PyBuffer& y, const PyBuffer& z) +inline std::vector _generate_range(double start, double end, std::size_t n, + bool log = false) { + std::vector range(n); + if (log) + { + auto step = (std::log10(end) - std::log10(start)) / static_cast(n-1); + std::generate(std::begin(range), std::end(range), + [start, step, i = 0.]() mutable { return start * std::pow(10, i++ * step); }); + } + else + { + auto step = (end - start) / n; + std::generate(std::begin(range), std::end(range), + [start, step, i = 0.]() mutable { return start + i++ * step; }); + } + return range; +} - using namespace cpp_utils; - auto data = new QCPColorMapData(std::size(x), std::size(y), - { *containers::min(x), *containers::max(x) }, { *containers::min(y), *containers::max(y) }); - auto it = std::cbegin(z); - for (const auto i : x) +template +inline void _divide(QCPColorMapData* data, const T& avg_count, const std::size_t n_x, + const std::size_t n_y) +{ + PROFILE_HERE; + auto udata = static_cast(data); + for (auto i = 0UL; i < n_x; i++) { - for (const auto j : y) + for (auto j = 0UL; j < n_y; j++) { - if (it != std::cend(z)) + auto count = static_cast(avg_count[i * n_y + j]); + if (count != 0) + { + udata->unsafe_setCell(i, j, udata->unsafe_cell(i, j) / count); + } + else { - data->setData(i, j, *it); - it++; + udata->unsafe_setCell(i, j, std::nan("")); } } } - return data; } -QCPColorMapData* ColormapResampler::_setDataLog( - const PyBuffer& x, const PyBuffer& y, const PyBuffer& z) +template +inline void _average_value(const XYZView& view, QCPColorMapData* data, T& avg_count, + std::size_t x_src_idx, std::size_t x_dest_idx, std::size_t y_src_idx, + std::size_t y_dest_idx, std::size_t n_y) { - using namespace cpp_utils; - auto data = new QCPColorMapData(std::size(x), std::size(y), - { *containers::min(x), *containers::max(x) }, { *containers::min(y), *containers::max(y) }); - auto it = std::cbegin(z); - for (auto i = 0UL; i < std::size(x); i++) + auto udata = static_cast(data); + auto z_val = view.z(x_src_idx, y_src_idx); + udata->unsafe_setCell(x_dest_idx, y_dest_idx, + udata->unsafe_cell(x_dest_idx, y_dest_idx) + z_val); + avg_count[x_dest_idx * n_y + y_dest_idx] += 1; +} + +template +inline void _y_loop(const XYZView& view, QCPColorMapData* data, const T& y_axis, U& avg_count, + std::size_t x_src_idx, std::size_t x_dest_idx) +{ + PROFILE_HERE; + auto n_y = std::size(y_axis); + auto y_dest_idx = 0UL; + for (auto y_src_idx = 0UL; y_src_idx < view.z_shape().second; y_src_idx++) { - for (auto j = 0UL; j < std::size(y); j++) + auto y_val = view.y(x_src_idx, y_src_idx); + while (y_dest_idx < (n_y - 1) && y_val > y_axis[y_dest_idx]) { - if (it != std::cend(z)) - { - data->setCell(i, j, *it); - it++; - } + if (y_src_idx > 0 && y_src_idx != view.z_shape().second - 1) + _average_value(view, data, avg_count, x_src_idx, x_dest_idx, y_src_idx - 1, + y_dest_idx, n_y); + y_dest_idx++; } + _average_value(view, data, avg_count, x_src_idx, x_dest_idx, y_src_idx, y_dest_idx, n_y); } - return data; } -void ColormapResampler::_resample_slot(const QCPRange& newRange) +template +inline void _x_loop(const XYZView& view, QCPColorMapData* data, const T& x_axis, const T& y_axis, + U& avg_count) { + PROFILE_HERE; + const auto n_x = std::size(x_axis); + const auto view_size = std::size(view); + auto x_dest_idx = 0UL; + auto x_val = view.x(0); + auto dx = view.x(1) - x_val; + auto prev_x_val = x_val - dx; + auto prev_dx = dx; + for (auto x_src_idx = 0UL; x_src_idx < view_size; x_src_idx++) { - QMutexLocker lock { &_range_mutex }; - if (this->_data_x_range != newRange) - return; - } - _mutex.lock(); - auto x = std::move(_x); - auto y = std::move(_y); - auto z = std::move(_z); - _mutex.unlock(); - if (std::size(x) && std::size(y) && std::size(z)) - { - if (this->_scale_type == QCPAxis::stLinear) - { - emit this->refreshPlot(this->_setDataLinear(x, y, z)); - } - else + x_val = view.x(x_src_idx); + dx = x_val - prev_x_val; + while (x_dest_idx < (n_x - 1) && x_val > x_axis[x_dest_idx]) { - emit this->refreshPlot(this->_setDataLog(x, y, z)); + if (x_src_idx < std::size(view) - 1) + { + auto next_dx = view.x(x_src_idx + 1) - x_val; + if (((next_dx < (1.5 * dx)) && (dx < 1.5 * prev_dx)) + || dx == 0.) // data gap criterion (50%) increase in dx + { + _y_loop(view, data, y_axis, avg_count, x_src_idx, x_dest_idx); + } + } + x_dest_idx++; } + _y_loop(view, data, y_axis, avg_count, x_src_idx, x_dest_idx); + prev_x_val = x_val; + prev_dx = dx; } - else - { - emit this->refreshPlot(new QCPColorMapData(0, 0, { 0., 0. }, { 0., 0. })); - } } -ColormapResampler::ColormapResampler(QCPAxis::ScaleType scale_type) : _scale_type { scale_type } +template +inline void _copy_and_average(const XYZView& view, QCPColorMapData* data, const T& x_axis, + const T& y_axis) +{ + PROFILE_HERE; + auto n_x = std::size(x_axis); + auto n_y = std::size(y_axis); + std::vector avg_count(n_x * n_y, 0); + _x_loop(view, data, x_axis, y_axis, avg_count); + _divide(data, avg_count, n_x, n_y); +} + +auto _generate_axes(const XYZView& view, std::size_t max_x_size, std::size_t max_y_size, bool log) +{ + auto _y_bounds = y_bounds(view); + auto _x_bounds = std::pair { view.x(0), view.x(std::size(view) - 1) }; + auto n_y = std::min(max_y_size, view.y_shape().second); + auto n_x = std::min(max_x_size, std::size(view)); + auto x_axis = _generate_range(_x_bounds.first, _x_bounds.second, n_x); + auto y_axis = _generate_range(_y_bounds.first, _y_bounds.second, n_y, log); + return std::pair { x_axis, y_axis }; +} + +void ColormapResampler::_resample_impl(const ResamplerData2d& data, + const ResamplerPlotInfo& plot_info) { - connect(this, &ColormapResampler::_resample_sig, this, &ColormapResampler::_resample_slot, - Qt::QueuedConnection); + PROFILE_HERE_N("ColormapResampler::_resample_impl"); + PROFILE_PASS_VALUE(data.z.flat_size()); + const auto max_x_size = plot_info.plot_size.width(); + const auto max_y_size = plot_info.plot_size.height(); + if (data.x.data() && data.x.flat_size() && max_x_size && max_y_size) + { + const auto view = make_view(data, plot_info); + if (std::size(view) > 10) // less does not make much sense + { + auto [x_axis, y_axis] + = _generate_axes(view, max_x_size, max_y_size, plot_info.y_is_log); + QCPColorMapData* data = new QCPColorMapData(std::size(x_axis), std::size(y_axis), + { x_axis.front(), x_axis.back() }, + { y_axis.front(), y_axis.back() }); + _copy_and_average(view, data, x_axis, y_axis); + data->recalculateDataBounds(); + Q_EMIT setGraphData(data); + } + } } -void ColormapResampler::resample(const QCPRange& newRange) +ColormapResampler::ColormapResampler(SciQLopPlottableInterface* parent, bool y_scale_is_log) + : AbstractResampler2d { parent } { - emit this->_resample_sig(newRange); + connect(parent->y_axis(), &SciQLopPlotAxisInterface::log_changed, this, + [this](bool log) { set_y_scale_log(log); }); + set_y_scale_log(y_scale_is_log); } diff --git a/src/SciQLopCurve.cpp b/src/SciQLopCurve.cpp index 5fbffd0..a541153 100644 --- a/src/SciQLopCurve.cpp +++ b/src/SciQLopCurve.cpp @@ -20,7 +20,7 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #include "SciQLopPlots/Plotables/SciQLopCurve.hpp" -#include "SciQLopPlots/Plotables/SciQLopCurveResampler.hpp" +#include "SciQLopPlots/Plotables/Resamplers/SciQLopCurveResampler.hpp" void SciQLopCurve::_range_changed(const QCPRange& newRange, const QCPRange& oldRange) { @@ -56,25 +56,28 @@ void SciQLopCurve::clear_resampler() void SciQLopCurve::create_resampler(const QStringList& labels) { - this->_resampler = new CurveResampler(std::size(labels)); + this->_resampler = new CurveResampler(this, std::size(labels)); this->_resampler_thread = new QThread(); this->_resampler->moveToThread(this->_resampler_thread); this->_resampler_thread->start(QThread::LowPriority); connect(this->_resampler, &CurveResampler::setGraphData, this, &SciQLopCurve::_setCurveData, - Qt::QueuedConnection); + Qt::QueuedConnection); } - -SciQLopCurve::SciQLopCurve( - QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* valueAxis, const QStringList& labels) - : SQPQCPAbstractPlottableWrapper(parent), _keyAxis { keyAxis }, _valueAxis { valueAxis } +SciQLopCurve::SciQLopCurve(QCustomPlot* parent, SciQLopPlotAxis* keyAxis, SciQLopPlotAxis* valueAxis, + const QStringList& labels) + : SQPQCPAbstractPlottableWrapper("Curve", parent) + , _keyAxis { keyAxis } + , _valueAxis { valueAxis } { create_resampler(labels); this->create_graphs(labels); } -SciQLopCurve::SciQLopCurve(QCustomPlot* parent, QCPAxis* keyAxis, QCPAxis* valueAxis) - : SQPQCPAbstractPlottableWrapper(parent), _keyAxis { keyAxis }, _valueAxis { valueAxis } +SciQLopCurve::SciQLopCurve(QCustomPlot* parent, SciQLopPlotAxis* keyAxis, SciQLopPlotAxis *valueAxis) + : SQPQCPAbstractPlottableWrapper("Curve", parent) + , _keyAxis { keyAxis } + , _valueAxis { valueAxis } { create_resampler({}); } @@ -96,24 +99,62 @@ QList SciQLopCurve::data() const noexcept return _resampler->get_data(); } +void SciQLopCurve::set_x_axis(SciQLopPlotAxisInterface *axis) noexcept +{ + if (auto qcp_axis = dynamic_cast(axis)) + { + this->_keyAxis = qcp_axis; + for (auto plottable : m_components) + { + auto curve = qobject_cast(plottable->plottable()); + curve->setKeyAxis(qcp_axis->qcp_axis()); + } + } +} + +void SciQLopCurve::set_y_axis(SciQLopPlotAxisInterface *axis) noexcept +{ + if (auto qcp_axis = dynamic_cast(axis)) + { + this->_valueAxis = qcp_axis; + for (auto plottable : m_components) + { + auto curve = qobject_cast(plottable->plottable()); + curve->setValueAxis(qcp_axis->qcp_axis()); + } + } +} + void SciQLopCurve::create_graphs(const QStringList& labels) { if (plottable_count()) clear_curves(); for (const auto& label : labels) { - this->newPlottable(_keyAxis, _valueAxis, label); + this->newComponent(_keyAxis->qcp_axis(), _valueAxis->qcp_axis(), label); } _resampler->set_line_count(plottable_count()); } -SciQLopCurveFunction::SciQLopCurveFunction(QCustomPlot* parent, QCPAxis* key_axis, - QCPAxis* value_axis, GetDataPyCallable&& callable, const QStringList& labels) +SciQLopCurveFunction::SciQLopCurveFunction(QCustomPlot* parent, SciQLopPlotAxis *key_axis, + SciQLopPlotAxis *value_axis, GetDataPyCallable&& callable, + const QStringList& labels) : SciQLopCurve(parent, key_axis, value_axis, labels) { m_pipeline = new SimplePyCallablePipeline(std::move(callable), this); - connect( - m_pipeline, &SimplePyCallablePipeline::new_data_2d, this, &SciQLopCurveFunction::set_data); - connect( - this, &SciQLopLineGraph::range_changed, m_pipeline, &SimplePyCallablePipeline::set_range); + connect(m_pipeline, &SimplePyCallablePipeline::new_data_2d, this, + &SciQLopCurveFunction::_set_data); + connect(this, &SciQLopLineGraph::range_changed, m_pipeline, + &SimplePyCallablePipeline::set_range); + this->set_range({ parent->xAxis->range().lower, parent->xAxis->range().upper }); +} + +void SciQLopCurveFunction::set_data(PyBuffer x, PyBuffer y) +{ + m_pipeline->set_data(x, y); +} + +void SciQLopCurveFunction::set_data(PyBuffer x, PyBuffer y, PyBuffer z) +{ + m_pipeline->set_data(x, y, z); } diff --git a/src/SciQLopCurveResampler.cpp b/src/SciQLopCurveResampler.cpp index c1cbdb4..d17fcd3 100644 --- a/src/SciQLopCurveResampler.cpp +++ b/src/SciQLopCurveResampler.cpp @@ -19,10 +19,10 @@ /*-- Author : Alexis Jeandet -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ -#include "SciQLopPlots/Plotables/SciQLopCurveResampler.hpp" +#include "SciQLopPlots/Plotables/Resamplers/SciQLopCurveResampler.hpp" -QVector curve_copy_data( - const double* x, const double* y, std::size_t x_size, const int y_incr) +QVector curve_copy_data(const double* x, const double* y, std::size_t x_size, + const int y_incr) { QVector data(x_size); const double* current_y_it = y; @@ -34,22 +34,23 @@ QVector curve_copy_data( return data; } - -void CurveResampler::_resample( - const PyBuffer& x, const PyBuffer& y, const QCPRange newRange, bool new_data) +void CurveResampler::_resample_impl(const ResamplerData1d& data, const ResamplerPlotInfo& plot_info) { - if (x.data() != nullptr && x.flat_size() > 0 && new_data) + if (data.x.data() && data.x.flat_size() > 0 && data.new_data) { const auto y_incr = 1UL; - QList> data; + QList> curve_data; for (auto line_index = 0UL; line_index < line_count(); line_index++) { - const auto count = std::size(x); - const auto start_y = y.data() + (line_index * x.flat_size()); - data.emplace_back(curve_copy_data(x.data(), start_y, count, y_incr)); + const auto count = std::size(data.x); + const auto start_y = data.y.data() + (line_index * data.x.flat_size()); + curve_data.emplace_back(curve_copy_data(data.x.data(), start_y, count, y_incr)); } - Q_EMIT setGraphData(data); + Q_EMIT setGraphData(curve_data); } } -CurveResampler::CurveResampler(std::size_t line_cnt) : AbstractResampler1d { line_cnt } { } +CurveResampler::CurveResampler(SciQLopPlottableInterface* parent, std::size_t line_cnt) + : AbstractResampler1d { parent, line_cnt } +{ +} diff --git a/src/SciQLopGraphComponent.cpp b/src/SciQLopGraphComponent.cpp new file mode 100644 index 0000000..13ffbe0 --- /dev/null +++ b/src/SciQLopGraphComponent.cpp @@ -0,0 +1,140 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Plotables/SciQLopGraphComponent.hpp" + +SciQLopGraphComponent::SciQLopGraphComponent(QCPAbstractPlottable* plottable, QObject* parent) + : SciQLopGraphComponentInterface(parent), m_plottable(plottable) +{ + if (m_plottable) + { + this->setObjectName(m_plottable->name()); + if (auto legend_item = _legend_item(); legend_item) + { + connect(legend_item, &QCPAbstractLegendItem::selectionChanged, this, + &SciQLopGraphComponent::set_selected); + } + if (auto graph = qobject_cast(m_plottable); graph) + { + // Disable adaptive sampling because it does not play well with SciQLopPlots resamplers + graph->setAdaptiveSampling(false); + } + connect(plottable, QOverload::of(&QCPAbstractPlottable::selectionChanged), this, + &SciQLopGraphComponent::set_selected); + } +} + +SciQLopGraphComponent::~SciQLopGraphComponent() +{ + if (m_plottable) + { + if (QCustomPlot* plot = dynamic_cast(m_plottable->parentPlot()); + plot && plot->hasPlottable(m_plottable.data())) + { + plot->removePlottable(m_plottable.data()); + } + } +} + +void SciQLopGraphComponent::set_pen(const QPen& pen) noexcept +{ + if (m_plottable) + { + m_plottable->setPen(pen); + QPen selectionPen = pen; + selectionPen.setColor(Qt::darkGray); + selectionPen.setWidthF(pen.widthF() + 3); + m_plottable->selectionDecorator()->setPen(selectionPen); + emit replot(); + } +} + +void SciQLopGraphComponent::set_line_width(const qreal width) noexcept +{ + if (m_plottable) + { + auto pen = m_plottable->pen(); + pen.setWidthF(width); + m_plottable->setPen(pen); + emit replot(); + } +} + +void SciQLopGraphComponent::set_visible(bool visible) noexcept +{ + if (m_plottable) + { + m_plottable->setVisible(visible); + emit visible_changed(visible); + emit replot(); + } +} + +void SciQLopGraphComponent::set_name(const QString& name) noexcept +{ + this->setObjectName(name); + if (m_plottable && m_plottable->name() != name) + { + m_plottable->setName(name); + emit name_changed(name); + } +} + +void SciQLopGraphComponent::set_selected(bool selected) noexcept +{ + if (m_plottable) + { + if (m_selected != selected) + { + m_selected = selected; + std::visit(visitor { [selected](auto any) + { + if (selected) + { + any->setSelection( + QCPDataSelection(any->data()->dataRange())); + } + else + { + any->setSelection(QCPDataSelection()); + } + }, + [](std::monostate) {} }, + to_variant()); + emit selection_changed(selected); + emit replot(); + } + if (auto legend_item = _legend_item(); legend_item && legend_item->selected() != selected) + { + legend_item->setSelected(selected); + emit replot(); + } + } +} + +QColor SciQLopGraphComponent::color() const noexcept +{ + if (m_plottable) + { + return m_plottable->pen().color(); + } + return QColor(); +} diff --git a/src/SciQLopGraphComponentDelegate.cpp b/src/SciQLopGraphComponentDelegate.cpp new file mode 100644 index 0000000..6dc06bf --- /dev/null +++ b/src/SciQLopGraphComponentDelegate.cpp @@ -0,0 +1,45 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphComponentDelegate.hpp" + +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LineDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include "SciQLopPlots/Plotables/SciQLopGraphComponentInterface.hpp" + +REGISTER_DELEGATE(SciQLopGraphComponentDelegate); + +SciQLopGraphComponentInterface* SciQLopGraphComponentDelegate::component() const +{ + return as_type(m_object); +} + +SciQLopGraphComponentDelegate::SciQLopGraphComponentDelegate(SciQLopGraphComponentInterface* object, + QWidget* parent) + : PropertyDelegateBase(object, parent) +{ + m_lineDelegate = new LineDelegate(object->pen(), object->line_style(), this); + m_layout->addWidget(m_lineDelegate); + connect(m_lineDelegate, &LineDelegate::penChanged, object, + &SciQLopGraphComponentInterface::set_pen); + connect(m_lineDelegate, &LineDelegate::styleChanged, object, + &SciQLopGraphComponentInterface::set_line_style); +} diff --git a/src/SciQLopGraphComponentInspector.cpp b/src/SciQLopGraphComponentInspector.cpp new file mode 100644 index 0000000..b10b030 --- /dev/null +++ b/src/SciQLopGraphComponentInspector.cpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopGraphComponentInspector.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" + +REGISTER_INSPECTOR(SciQLopGraphComponentInspector) + +QList SciQLopGraphComponentInspector::children(QObject* obj) +{ + return {}; +} + +QObject* SciQLopGraphComponentInspector::child(const QString& name, QObject* obj) +{ + return nullptr; +} + +void SciQLopGraphComponentInspector::connect_node(PlotsModelNode* node, QObject* const obj) +{ + InspectorBase::connect_node(node, obj); + if (auto component = _component(obj); component) + { + connect(component, &SciQLopGraphComponentInterface::selection_changed, node, + &PlotsModelNode::set_selected); + } +} + +void SciQLopGraphComponentInspector::set_selected(QObject* obj, bool selected) +{ + if (auto component = _component(obj); component) + { + component->set_selected(selected); + } +} + +bool SciQLopGraphComponentInspector::selected(const QObject* obj) +{ + if (auto component = _component(obj); component) + { + return component->selected(); + } + return false; +} diff --git a/src/SciQLopGraphComponentInterface.cpp b/src/SciQLopGraphComponentInterface.cpp new file mode 100644 index 0000000..e69de29 diff --git a/src/SciQLopGraphDelegate.cpp b/src/SciQLopGraphDelegate.cpp new file mode 100644 index 0000000..e3e5eb7 --- /dev/null +++ b/src/SciQLopGraphDelegate.cpp @@ -0,0 +1,36 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/SciQLopGraphDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include "SciQLopPlots/Plotables/SciQLopGraphInterface.hpp" + +REGISTER_DELEGATE(SciQLopGraphDelegate); + +SciQLopGraphInterface* SciQLopGraphDelegate::graph() const +{ + return as_type(m_object); +} + +SciQLopGraphDelegate::SciQLopGraphDelegate(SciQLopGraphInterface* object, QWidget* parent) + : PropertyDelegateBase(object, parent) +{ +} diff --git a/src/SciQLopGraphInterface.cpp b/src/SciQLopGraphInterface.cpp index 87e799b..99b7fdb 100644 --- a/src/SciQLopGraphInterface.cpp +++ b/src/SciQLopGraphInterface.cpp @@ -20,13 +20,16 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #include "SciQLopPlots/Plotables/SciQLopGraphInterface.hpp" +#include "SciQLopPlots/unique_names_factory.hpp" -SciQLopGraphInterface::SciQLopGraphInterface(QObject* parent) : QObject(parent) +SciQLopGraphInterface::SciQLopGraphInterface(const QString& prefix, QObject* parent) + : SciQLopPlottableInterface(parent) { connect(this, &QObject::objectNameChanged, this, &SciQLopGraphInterface::name_changed); + setObjectName(UniqueNamesFactory::unique_name(prefix)); } -void SciQLopGraphInterface::set_range(const SciQLopPlotRange& range) +void SciQLopPlottableInterface::set_range(const SciQLopPlotRange& range) { if (m_range != range) { @@ -34,3 +37,9 @@ void SciQLopGraphInterface::set_range(const SciQLopPlotRange& range) Q_EMIT range_changed(range); } } + +SciQLopColorMapInterface::SciQLopColorMapInterface(QObject* parent) + : SciQLopPlottableInterface(parent) +{ + setObjectName(UniqueNamesFactory::unique_name("ColorMap")); +} diff --git a/src/SciQLopGraphInterfaceInspector.cpp b/src/SciQLopGraphInterfaceInspector.cpp new file mode 100644 index 0000000..64eff6c --- /dev/null +++ b/src/SciQLopGraphInterfaceInspector.cpp @@ -0,0 +1,77 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopGraphInterfaceInspector.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" + +REGISTER_INSPECTOR(SciQLopGraphInterfaceInspector) + +QList SciQLopGraphInterfaceInspector::children(QObject* obj) +{ + QList children; + if (auto graph = _graph(obj); graph) + { + for (auto component : graph->components()) + { + children.append(component); + } + } + return children; +} + +QObject* SciQLopGraphInterfaceInspector::child(const QString& name, QObject* obj) +{ + if (auto graph = _graph(obj); graph) + { + return graph->component(name); + } + return nullptr; +} + +void SciQLopGraphInterfaceInspector::connect_node(PlotsModelNode* node, QObject* const obj) +{ + InspectorBase::connect_node(node, obj); + if (auto graph = _graph(obj); graph) + { + connect(graph, &SciQLopGraphInterface::selection_changed, node, + &PlotsModelNode::set_selected); + connect(graph, &SciQLopGraphInterface::component_list_changed, node, + &PlotsModelNode::update_children); + } +} + +void SciQLopGraphInterfaceInspector::set_selected(QObject* obj, bool selected) +{ + if (auto graph = _graph(obj); graph != nullptr && selected != graph->selected()) + { + graph->set_selected(selected); + } +} + +bool SciQLopGraphInterfaceInspector::selected(const QObject* obj) +{ + if (auto graph = _graph(obj); graph) + { + return graph->selected(); + } + return false; +} diff --git a/src/SciQLopLineGraph.cpp b/src/SciQLopLineGraph.cpp index eaa56ea..04e8a70 100644 --- a/src/SciQLopLineGraph.cpp +++ b/src/SciQLopLineGraph.cpp @@ -20,7 +20,8 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #include "SciQLopPlots/Plotables/SciQLopLineGraph.hpp" -#include "SciQLopPlots/Plotables/SciQLopLineGraphResampler.hpp" +#include "SciQLopPlots/Plotables/Resamplers/SciQLopLineGraphResampler.hpp" +#include void SciQLopLineGraph::create_graphs(const QStringList& labels) { @@ -28,13 +29,11 @@ void SciQLopLineGraph::create_graphs(const QStringList& labels) clear_graphs(); for (const auto& label : labels) { - const auto graph = this->newPlottable(_keyAxis, _valueAxis, label); - graph->setAdaptiveSampling(true); + this->newComponent(_keyAxis->qcp_axis(), _valueAxis->qcp_axis(), label); } _resampler->set_line_count(plottable_count()); } - void SciQLopLineGraph::_setGraphData(QList> data) { for (std::size_t i = 0; i < plottable_count(); i++) @@ -48,17 +47,19 @@ void SciQLopLineGraph::_setGraphData(QList> data) Q_EMIT this->replot(); } -SciQLopLineGraph::SciQLopLineGraph( - QCustomPlot* parent, QCPAxis* key_axis, QCPAxis* value_axis, const QStringList& labels) - : SQPQCPAbstractPlottableWrapper(parent), _keyAxis { key_axis }, _valueAxis { value_axis } +SciQLopLineGraph::SciQLopLineGraph(QCustomPlot* parent, SciQLopPlotAxis* key_axis, SciQLopPlotAxis* value_axis, + const QStringList& labels) + : SQPQCPAbstractPlottableWrapper("Line", parent) + , _keyAxis { key_axis } + , _valueAxis { value_axis } { create_resampler(labels); if (!labels.isEmpty()) { this->create_graphs(labels); } - connect(key_axis, QOverload::of(&QCPAxis::rangeChanged), this->_resampler, - &LineGraphResampler::resample); + connect(key_axis->qcp_axis(), QOverload::of(&QCPAxis::rangeChanged), this->_resampler, + [this](const QCPRange& newRange) { this->_resampler->resample(newRange); }); } void SciQLopLineGraph::clear_graphs(bool graph_already_removed) @@ -70,7 +71,7 @@ void SciQLopLineGraph::clear_resampler() { connect(this->_resampler_thread, &QThread::finished, this->_resampler, &QThread::deleteLater); disconnect(this->_resampler, &LineGraphResampler::setGraphData, this, - &SciQLopLineGraph::_setGraphData); + &SciQLopLineGraph::_setGraphData); this->_resampler_thread->quit(); this->_resampler_thread->wait(); delete this->_resampler_thread; @@ -80,15 +81,14 @@ void SciQLopLineGraph::clear_resampler() void SciQLopLineGraph::create_resampler(const QStringList& labels) { - this->_resampler = new LineGraphResampler(std::size(labels)); + this->_resampler = new LineGraphResampler(this, std::size(labels)); this->_resampler_thread = new QThread(); this->_resampler->moveToThread(this->_resampler_thread); this->_resampler_thread->start(QThread::LowPriority); connect(this->_resampler, &LineGraphResampler::setGraphData, this, - &SciQLopLineGraph::_setGraphData, Qt::QueuedConnection); + &SciQLopLineGraph::_setGraphData, Qt::QueuedConnection); } - SciQLopLineGraph::~SciQLopLineGraph() { clear_graphs(); @@ -106,18 +106,51 @@ QList SciQLopLineGraph::data() const noexcept return _resampler->get_data(); } -SciQLopLineGraphFunction::SciQLopLineGraphFunction(QCustomPlot* parent, QCPAxis* key_axis, - QCPAxis* value_axis, GetDataPyCallable&& callable, const QStringList& labels) + +void SciQLopLineGraph::set_x_axis(SciQLopPlotAxisInterface *axis) noexcept +{ + if (auto qcp_axis = dynamic_cast(axis)) + { + this->_keyAxis = qcp_axis; + for (auto plottable : m_components) + { + qobject_cast(plottable->plottable())->setKeyAxis(qcp_axis->qcp_axis()); + } + } +} + +void SciQLopLineGraph::set_y_axis(SciQLopPlotAxisInterface *axis) noexcept +{ + if (auto qcp_axis = dynamic_cast(axis)) + { + this->_valueAxis = qcp_axis; + for (auto plottable : m_components) + { + qobject_cast(plottable->plottable())->setValueAxis(qcp_axis->qcp_axis()); + } + } +} + +SciQLopLineGraphFunction::SciQLopLineGraphFunction(QCustomPlot* parent, SciQLopPlotAxis* key_axis, + SciQLopPlotAxis* value_axis, + GetDataPyCallable&& callable, + const QStringList& labels) : SciQLopLineGraph(parent, key_axis, value_axis, labels) { m_pipeline = new SimplePyCallablePipeline(std::move(callable), this); connect(m_pipeline, &SimplePyCallablePipeline::new_data_2d, this, - &SciQLopLineGraphFunction::_set_data); - connect( - this, &SciQLopLineGraph::range_changed, m_pipeline, &SimplePyCallablePipeline::set_range); + &SciQLopLineGraphFunction::_set_data); + connect(this, &SciQLopLineGraph::range_changed, m_pipeline, + &SimplePyCallablePipeline::set_range); + this->set_range({ parent->xAxis->range().lower, parent->xAxis->range().upper }); } void SciQLopLineGraphFunction::set_data(PyBuffer x, PyBuffer y) { m_pipeline->set_data(x, y); } + +void SciQLopLineGraphFunction::set_data(PyBuffer x, PyBuffer y, PyBuffer z) +{ + m_pipeline->set_data(x, y, z); +} diff --git a/src/SciQLopLineGraphResampler.cpp b/src/SciQLopLineGraphResampler.cpp index a9f123a..ef2fc3e 100644 --- a/src/SciQLopLineGraphResampler.cpp +++ b/src/SciQLopLineGraphResampler.cpp @@ -20,53 +20,36 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ -#include "SciQLopPlots/Plotables/SciQLopLineGraphResampler.hpp" +#include "SciQLopPlots/Plotables/Resamplers/SciQLopLineGraphResampler.hpp" +#include "SciQLopPlots/Profiling.hpp" -LineGraphResampler::LineGraphResampler(std::size_t line_cnt) : AbstractResampler1d { line_cnt } { } - - -void AbstractResampler1d::_resample_slot() -{ - { - QMutexLocker locker(&_data_mutex); - { - QMutexLocker locker(&_next_data_mutex); - _data = _next_data; - _next_data.new_data = false; - } - this->_resample(_data.x, _data.y, _data._plot_range, _data.new_data); - } -} - -AbstractResampler1d::AbstractResampler1d(std::size_t line_cnt) : _line_cnt { line_cnt } +LineGraphResampler::LineGraphResampler(SciQLopPlottableInterface* parent, std::size_t line_cnt) + : AbstractResampler1d { parent, line_cnt } { - connect(this, &AbstractResampler1d::_resample_sig, this, &AbstractResampler1d::_resample_slot, - Qt::QueuedConnection); -} - -void AbstractResampler1d::resample(const QCPRange new_range) -{ - { - QMutexLocker locker(&_next_data_mutex); - _next_data._plot_range = new_range; - } - emit _resample_sig(); + connect(parent->x_axis(), &SciQLopPlotAxisInterface::log_changed, this, + [this](bool log) { this->set_x_scale_log(log); }); + this->set_x_scale_log(parent->x_axis()->log()); } -void LineGraphResampler::_resample( - const PyBuffer& x, const PyBuffer& y, const QCPRange new_range, bool new_data) +void LineGraphResampler::_resample_impl(const ResamplerData1d& data, + const ResamplerPlotInfo& plot_info) { - if (x.data() != nullptr && x.flat_size() > 0) + PROFILE_HERE_N("LineGraphResampler::_resample_impl"); + PROFILE_PASS_VALUE(data.x.flat_size()); + // 4x the plot width is a reasonable maximum size for the data, + // with anti-aliasing we have to provide a little points than pixels + const auto max_x_size = static_cast(plot_info.plot_size.width() * 4); + if (data.x.data() && data.x.flat_size() && max_x_size) { - const auto view = XYView(x, y, new_range.lower, new_range.upper); + const auto view = make_view(data, plot_info); if (std::size(view)) { QList> data; for (auto line_index = 0UL; line_index < line_count(); line_index++) { - if (std::size(view) > 10000) + if ((std::size(view) > max_x_size) && !plot_info.x_is_log) { - data.emplace_back(::resample<10000>(view, line_index)); + data.emplace_back(::resample(view, line_index, max_x_size)); } else { diff --git a/src/SciQLopMultiPlotObject.cpp b/src/SciQLopMultiPlotObject.cpp index ae440ce..bf9a613 100644 --- a/src/SciQLopMultiPlotObject.cpp +++ b/src/SciQLopMultiPlotObject.cpp @@ -30,9 +30,10 @@ void SciQLopMultiPlotObject::removeObject(SciQLopPlotInterface* plot) { } void SciQLopMultiPlotObject::replotAll() { - for (auto* plot : m_plots) + for (auto& plot : m_plots) { - plot->replot(QCustomPlot::rpQueuedReplot); + if (plot) + plot->replot(false); } } @@ -41,27 +42,27 @@ SciQLopMultiPlotObject::SciQLopMultiPlotObject(SciQLopPlotCollectionInterface* p { if (auto qobj = dynamic_cast(parent); qobj) connect(dynamic_cast(parent), - SIGNAL(plotListChanged(const QList&)), this, - SLOT(updatePlotList(const QList&))); + SIGNAL(plot_list_changed(const QList>&)), this, + SLOT(updatePlotList(const QList>&))); else throw std::runtime_error("Invalid parent type"); } SciQLopMultiPlotObject::~SciQLopMultiPlotObject() { } -void SciQLopMultiPlotObject::updatePlotList(const QList& plots) +void SciQLopMultiPlotObject::updatePlotList(const QList>& plots) { - for (auto* plot : plots) + for (auto& plot : plots) { - if (!m_plots.contains(plot)) + if (!m_plots.contains(plot) && !plot.isNull()) { m_plots.append(plot); addObject(plot); } } - for (auto* plot : m_plots) + for (auto& plot : m_plots) { - if (!plots.contains(plot)) + if (!plots.contains(plot) && !plot.isNull()) { m_plots.removeOne(plot); removeObject(plot); diff --git a/src/SciQLopMultiPlotPanel.cpp b/src/SciQLopMultiPlotPanel.cpp index 95b453a..9906950 100644 --- a/src/SciQLopMultiPlotPanel.cpp +++ b/src/SciQLopMultiPlotPanel.cpp @@ -19,8 +19,15 @@ /*-- Author : Alexis Jeandet -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ +#include "SciQLopPlots/SciQLopNDProjectionPlot.hpp" #include "SciQLopPlots/SciQLopPlot.hpp" #include "SciQLopPlots/SciQLopTimeSeriesPlot.hpp" +#include "SciQLopPlots/unique_names_factory.hpp" + +#include "SciQLopPlots/DragNDrop/PlaceHolderManager.hpp" + +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Model.hpp" #include "SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp" #include "SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp" @@ -29,15 +36,18 @@ #include "SciQLopPlots/MultiPlots/VPlotsAlign.hpp" #include "SciQLopPlots/MultiPlots/XAxisSynchronizer.hpp" +#include + #include -SciQLopMultiPlotPanel::SciQLopMultiPlotPanel( - QWidget* parent, bool synchronize_x, bool synchronize_time) - : QScrollArea { nullptr } +SciQLopMultiPlotPanel::SciQLopMultiPlotPanel(QWidget* parent, bool synchronize_x, + bool synchronize_time) + : QScrollArea { nullptr }, _uuid { QUuid::createUuid() } { _container = new SciQLopPlotContainer(this); - connect(_container, &SciQLopPlotContainer::plotListChanged, this, - &SciQLopMultiPlotPanel::plotListChanged); + _place_holder_manager = new PlaceHolderManager(this); + connect(_container, &SciQLopPlotContainer::plot_list_changed, this, + &SciQLopMultiPlotPanel::plot_list_changed); setWidget(_container); this->setWidgetResizable(true); @@ -45,7 +55,21 @@ SciQLopMultiPlotPanel::SciQLopMultiPlotPanel( if (synchronize_x) ::register_behavior(_container); if (synchronize_time) - ::register_behavior(_container); + { + auto b = ::register_behavior(_container); + _default_plot_type = PlotType::TimeSeries; + connect(b, &TimeAxisSynchronizer::range_changed, this, + &SciQLopMultiPlotPanel::time_range_changed); + } + this->setAcceptDrops(true); + setObjectName(UniqueNamesFactory::unique_name("Panel")); + + PlotsModel::instance()->addTopLevelNode(this); +} + +void SciQLopMultiPlotPanel::replot(bool immediate) +{ + _container->replot(immediate); } void SciQLopMultiPlotPanel::add_plot(SciQLopPlotInterface* plot) @@ -63,7 +87,7 @@ SciQLopPlotInterface* SciQLopMultiPlotPanel::plot_at(int index) const return _container->plot_at(index); } -const QList& SciQLopMultiPlotPanel::plots() const +QList> SciQLopMultiPlotPanel::plots() const { return _container->plots(); } @@ -93,6 +117,16 @@ int SciQLopMultiPlotPanel::index(SciQLopPlotInterface* plot) const return _container->index(plot); } +int SciQLopMultiPlotPanel::index(const QPointF& pos) const +{ + return _container->index(_container->mapFromParent(pos)); +} + +int SciQLopMultiPlotPanel::index_from_global_position(const QPointF& pos) const +{ + return _container->index(_container->mapFromGlobal(pos)); +} + int SciQLopMultiPlotPanel::indexOf(QWidget* widget) const { return _container->indexOf(widget); @@ -149,14 +183,33 @@ void SciQLopMultiPlotPanel::set_x_axis_range(const SciQLopPlotRange& range) _container->set_x_axis_range(range); } +const SciQLopPlotRange& SciQLopMultiPlotPanel::x_axis_range() const +{ + return _container->x_axis_range(); +} + void SciQLopMultiPlotPanel::set_time_axis_range(const SciQLopPlotRange& range) { + if (_container->empty()) + if (auto* time_axis_synchronizer = ::behavior(_container)) + time_axis_synchronizer->set_axis_range(range); _container->set_time_axis_range(range); } -void SciQLopMultiPlotPanel::register_behavior(SciQLopPlotCollectionBehavior* behavior) +const SciQLopPlotRange& SciQLopMultiPlotPanel::time_axis_range() const { - _container->register_behavior(behavior); + return _container->time_axis_range(); +} + +SciQLopPlotCollectionBehavior* +SciQLopMultiPlotPanel::register_behavior(SciQLopPlotCollectionBehavior* behavior) +{ + return _container->register_behavior(behavior); +} + +SciQLopPlotCollectionBehavior* SciQLopMultiPlotPanel::behavior(const QString& type_name) const +{ + return _container->behavior(type_name); } void SciQLopMultiPlotPanel::remove_behavior(const QString& type_name) @@ -164,17 +217,41 @@ void SciQLopMultiPlotPanel::remove_behavior(const QString& type_name) _container->remove_behavior(type_name); } -QPair SciQLopMultiPlotPanel::plot_impl( - const PyBuffer& x, const PyBuffer& y, QStringList labels, QList colors, - PlotType plot_type, GraphType graph_type, int index) +void SciQLopMultiPlotPanel::add_accepted_mime_type(PlotDragNDropCallback* callback) +{ + _accepted_mime_types[callback->mime_type()] = callback; +} + +void SciQLopMultiPlotPanel::setSelected(bool selected) +{ + _selected = selected; + emit selectionChanged(selected); +} + +QList SciQLopMultiPlotPanel::color_palette() const noexcept +{ + return _container->color_palette(); +} + +void SciQLopMultiPlotPanel::set_color_palette(const QList& palette) noexcept +{ + _container->set_color_palette(palette); +} + +QPair +SciQLopMultiPlotPanel::plot_impl(const PyBuffer& x, const PyBuffer& y, QStringList labels, + QList colors, PlotType plot_type, GraphType graph_type, + GraphMarkerShape marker, int index) { switch (plot_type) { case ::PlotType::BasicXY: - return _plot(index, graph_type, x, y, labels, colors); + return _plot(index, graph_type, x, y, labels, + colors, marker); break; case ::PlotType::TimeSeries: - return _plot(index, graph_type, x, y, labels, colors); + return _plot(index, graph_type, x, y, + labels, colors, marker); break; default: break; @@ -182,18 +259,19 @@ QPair SciQLopMultiPlotPanel::plot return { nullptr, nullptr }; } -QPair SciQLopMultiPlotPanel::plot_impl( - const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, QString name, bool y_log_scale, - bool z_log_scale, PlotType plot_type, int index) +QPair +SciQLopMultiPlotPanel::plot_impl(const PyBuffer& x, const PyBuffer& y, const PyBuffer& z, + QString name, bool y_log_scale, bool z_log_scale, + PlotType plot_type, int index) { switch (plot_type) { case ::PlotType::BasicXY: - return _plot( - index, GraphType::ColorMap, x, y, z, name, y_log_scale, z_log_scale); + return _plot(index, GraphType::ColorMap, x, y, z, + name, y_log_scale, z_log_scale); break; case ::PlotType::TimeSeries: - return _plot( + return _plot( index, GraphType::ColorMap, x, y, z, name, y_log_scale, z_log_scale); break; default: @@ -202,37 +280,55 @@ QPair SciQLopMultiPlotPanel::plot return { nullptr, nullptr }; } +QPair +SciQLopMultiPlotPanel::plot_impl(const QList& values, QStringList labels, + QList colors, GraphMarkerShape marker, int index) +{ + auto* plot = new SciQLopNDProjectionPlot(); + if (index == -1) + add_plot(plot); + else + insert_plot(index, plot); + + return { plot, plot->parametric_curve(values, labels, colors) }; +} + QPair SciQLopMultiPlotPanel::plot_impl( GetDataPyCallable callable, QStringList labels, QList colors, GraphType graph_type, - PlotType plot_type, QObject* sync_with, int index) + GraphMarkerShape marker, PlotType plot_type, QObject* sync_with, int index) { switch (plot_type) { case ::PlotType::BasicXY: - return _plot(index, graph_type, callable, labels, colors, sync_with); + return _plot(index, graph_type, callable, labels, + colors, marker, sync_with); break; case ::PlotType::TimeSeries: - return _plot( - index, graph_type, callable, labels, colors, sync_with); + return _plot( + index, graph_type, callable, labels, colors, marker, sync_with); break; + case ::PlotType::Projections: + return _plot( + index, graph_type, callable, labels, colors, marker, sync_with); default: break; } return { nullptr, nullptr }; } -QPair SciQLopMultiPlotPanel::plot_impl( - GetDataPyCallable callable, QString name, bool y_log_scale, bool z_log_scale, - PlotType plot_type, QObject* sync_with, int index) +QPair +SciQLopMultiPlotPanel::plot_impl(GetDataPyCallable callable, QString name, bool y_log_scale, + bool z_log_scale, PlotType plot_type, QObject* sync_with, + int index) { switch (plot_type) { case ::PlotType::BasicXY: - return _plot( + return _plot( index, GraphType::ColorMap, callable, name, y_log_scale, z_log_scale, sync_with); break; case ::PlotType::TimeSeries: - return _plot( + return _plot( index, GraphType::ColorMap, callable, name, y_log_scale, z_log_scale, sync_with); break; default: @@ -241,7 +337,6 @@ QPair SciQLopMultiPlotPanel::plot return { nullptr, nullptr }; } - void SciQLopMultiPlotPanel::keyPressEvent(QKeyEvent* event) { switch (event->key()) @@ -256,3 +351,60 @@ void SciQLopMultiPlotPanel::keyPressEvent(QKeyEvent* event) if (!event->isAccepted()) QScrollArea::keyPressEvent(event); } + +void SciQLopMultiPlotPanel::dragEnterEvent(QDragEnterEvent* event) +{ + using namespace cpp_utils; + const auto formats = event->mimeData()->formats(); + for (const auto& format : formats) + { + if (containers::contains(_accepted_mime_types, format)) + { + event->acceptProposedAction(); + _current_callback = _accepted_mime_types[format]; + if (_current_callback->create_placeholder()) + _place_holder_manager->dragEnterEvent(event); + return; + } + } + _current_callback = nullptr; +} + +void SciQLopMultiPlotPanel::dragMoveEvent(QDragMoveEvent* event) +{ + if (_current_callback) + { + if (_current_callback->create_placeholder()) + _place_holder_manager->dragMoveEvent(event); + event->acceptProposedAction(); + } +} + +void SciQLopMultiPlotPanel::dragLeaveEvent(QDragLeaveEvent* event) +{ + if (_current_callback && _current_callback->create_placeholder()) + _place_holder_manager->dragLeaveEvent(event); + _current_callback = nullptr; +} + +void SciQLopMultiPlotPanel::dropEvent(QDropEvent* event) +{ + if (_current_callback) + { + SciQLopPlotInterface* drop_plot = nullptr; + auto drop_result = _place_holder_manager->dropEvent(event); + if (drop_result.location == DropLocation::NewPlot) + { + drop_plot = create_plot(drop_result.index, _default_plot_type); + } + else + { + drop_plot = plot_at(drop_result.index); + } + + event->acceptProposedAction(); + if (drop_plot) + _current_callback->call(drop_plot, event->mimeData()); + _current_callback = nullptr; + } +} diff --git a/src/SciQLopMultiPlotPanelDelegate.cpp b/src/SciQLopMultiPlotPanelDelegate.cpp new file mode 100644 index 0000000..816999d --- /dev/null +++ b/src/SciQLopMultiPlotPanelDelegate.cpp @@ -0,0 +1,39 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/SciQLopMultiPlotPanelDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include "SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp" +#include +#include + +REGISTER_DELEGATE(SciQLopMultiPlotPanelDelegate); + +SciQLopMultiPlotPanel* SciQLopMultiPlotPanelDelegate::panel() const +{ + return as_type(m_object); +} + +SciQLopMultiPlotPanelDelegate::SciQLopMultiPlotPanelDelegate(SciQLopMultiPlotPanel* object, + QWidget* parent) + : PropertyDelegateBase(object, parent) +{ +} diff --git a/src/SciQLopMultiPlotPanelInspector.cpp b/src/SciQLopMultiPlotPanelInspector.cpp new file mode 100644 index 0000000..62678cd --- /dev/null +++ b/src/SciQLopMultiPlotPanelInspector.cpp @@ -0,0 +1,65 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopMultiPlotPanelInspector.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" +#include "SciQLopPlots/MultiPlots/SciQLopMultiPlotPanel.hpp" + +REGISTER_INSPECTOR(SciQLopMultiPlotPanelInspector) + +QList SciQLopMultiPlotPanelInspector::children(QObject* obj) +{ + QList children; + if (auto panel = _panel(obj); panel) + { + for (auto plot : panel->plots()) + { + children.append(plot); + } + } + return children; +} + +QObject* SciQLopMultiPlotPanelInspector::child(const QString& name, QObject* obj) +{ + if (auto panel = _panel(obj); panel) + { + for (auto plot : panel->plots()) + { + if (plot->objectName() == name) + return plot; + } + } + return nullptr; +} + +void SciQLopMultiPlotPanelInspector::connect_node(PlotsModelNode* node, QObject* const obj) +{ + InspectorBase::connect_node(node, obj); + connect(_panel(obj), &SciQLopMultiPlotPanel::plot_list_changed, node, + &PlotsModelNode::update_children); +} + +void SciQLopMultiPlotPanelInspector::set_selected(QObject* obj, bool selected) +{ + if (auto panel = _panel(obj); panel) + panel->setSelected(selected); +} diff --git a/src/SciQLopNDProjectionCurves.cpp b/src/SciQLopNDProjectionCurves.cpp new file mode 100644 index 0000000..9e95969 --- /dev/null +++ b/src/SciQLopNDProjectionCurves.cpp @@ -0,0 +1,105 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp" + +SciQLopNDProjectionCurves::SciQLopNDProjectionCurves(SciQLopPlotInterface* parent, + QList& plots, + const QStringList& labels) + : SciQLopGraphInterface("Projection", parent) +{ + if (plots.size() != labels.size()) + { + DEBUG_MESSAGE("Invalid input size"); + return; + } + for (int i = 0; i < plots.size(); ++i) + { + auto curve = qobject_cast( + plots[i]->parametric_curve(PyBuffer(), PyBuffer(), { labels[i] })); + m_curves.append(curve); + } +} + +SciQLopNDProjectionCurvesFunction::SciQLopNDProjectionCurvesFunction(SciQLopPlotInterface* parent, + QList& plots, + GetDataPyCallable&& callable, + const QStringList& labels) + : SciQLopNDProjectionCurves(parent, plots, labels) +{ + m_pipeline = new SimplePyCallablePipeline(std::move(callable), this); + connect(m_pipeline, &SimplePyCallablePipeline::new_data_nd, this, + &SciQLopNDProjectionCurvesFunction::_set_data); + connect(this, &SciQLopLineGraph::range_changed, m_pipeline, + &SimplePyCallablePipeline::set_range); +} + +void SciQLopNDProjectionCurvesFunction::set_data(const QList& data) +{ + m_pipeline->set_data(data); +} + +void SciQLopNDProjectionCurves::set_selected(bool selected) noexcept +{ + for (auto curve : std::as_const(m_curves)) + { + curve->set_selected(selected); + } +} + +bool SciQLopNDProjectionCurves::selected() const noexcept +{ + if (!m_curves.isEmpty()) + { + return m_curves[0]->selected(); + } + return false; +} + +void SciQLopNDProjectionCurves::set_data(const QList& data) +{ + const std::size_t curves_count = m_curves.size(); + + if (data.size() == curves_count + 1) + { + auto data_without_time = data.sliced(1); + // Expected sequence for 3 curves: + // Y(x) + // Z(y) + // Z(x) + for (std::size_t i = 0UL; i < curves_count; ++i) + { + m_curves[i]->set_data(data_without_time[i % (curves_count - 1)], + data_without_time[std::min((i + 1), curves_count - 1)]); + } + } + else if (data.size() == 2 * curves_count) + { + for (int i = 0; i < curves_count; ++i) + { + m_curves[i]->set_data(data[2 * i], data[2 * i + 1]); + } + } + else + { + DEBUG_MESSAGE("Invalid data size"); + } +} diff --git a/src/SciQLopNDProjectionCurvesInspector.cpp b/src/SciQLopNDProjectionCurvesInspector.cpp new file mode 100644 index 0000000..0fd8c58 --- /dev/null +++ b/src/SciQLopNDProjectionCurvesInspector.cpp @@ -0,0 +1,65 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionCurvesInspector.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" + +REGISTER_INSPECTOR(SciQLopNDProjectionCurvesInspector) + +QList SciQLopNDProjectionCurvesInspector::children(QObject *obj) +{ + return {}; +} + +QObject *SciQLopNDProjectionCurvesInspector::child(const QString &name, QObject *obj) +{ + return nullptr; +} + +void SciQLopNDProjectionCurvesInspector::connect_node(PlotsModelNode *node, QObject * const obj) +{ + InspectorBase::connect_node(node, obj); + if (auto graph = _graph(obj); graph) + { + connect(graph, &SciQLopGraphInterface::selection_changed, node, + &PlotsModelNode::set_selected); + connect(graph, &SciQLopGraphInterface::component_list_changed, node, + &PlotsModelNode::update_children); + } +} + +void SciQLopNDProjectionCurvesInspector::set_selected(QObject *obj, bool selected) +{ + if (auto graph = _graph(obj); graph != nullptr && graph->selected() != selected) + { + graph->set_selected(selected); + } +} + +bool SciQLopNDProjectionCurvesInspector::selected(const QObject *obj) +{ + if (auto graph = _graph(obj); graph) + { + return graph->selected(); + } + return false; +} diff --git a/src/SciQLopNDProjectionPlot.cpp b/src/SciQLopNDProjectionPlot.cpp new file mode 100644 index 0000000..5870e11 --- /dev/null +++ b/src/SciQLopNDProjectionPlot.cpp @@ -0,0 +1,125 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/SciQLopNDProjectionPlot.hpp" +#include "SciQLopPlots/Plotables/SciQLopNDProjectionCurves.hpp" +#include + +SciQLopGraphInterface* SciQLopNDProjectionPlot::plot_impl(GetDataPyCallable callable, + QStringList labels, QList colors, + GraphType graph_type, GraphMarkerShape marker, QObject* sync_with) +{ + SciQLopGraphInterface* graph + = new SciQLopNDProjectionCurvesFunction(this, this->m_plots, std::move(callable), labels); + + connect(this, &SciQLopPlot::time_axis_range_changed, graph, + &SciQLopNDProjectionCurvesFunction::set_range); + Q_EMIT graph_list_changed(); + return graph; +} + +SciQLopGraphInterface* SciQLopNDProjectionPlot::plot_impl(const QList& data, + QStringList labels, QList colors, + GraphType graph_type,GraphMarkerShape marker) +{ + SciQLopGraphInterface* graph = new SciQLopNDProjectionCurves(this, this->m_plots, labels); + graph->set_data(data); + Q_EMIT graph_list_changed(); + return graph; +} + +SciQLopNDProjectionPlot::SciQLopNDProjectionPlot(std::size_t projection_count, QWidget* parent) +{ + auto layout = new QHBoxLayout(this); + layout->setContentsMargins(0, 0, 0, 0); + this->setLayout(layout); + for (auto i = 0UL; i < projection_count; i++) + { + auto plot = new SciQLopPlot(this); + layout->addWidget(plot); + m_plots.append(plot); + if (i > 0) + { + plot->x_axis()->couple_range_with(m_plots[i - 1]->y_axis()); + } + } + if (projection_count > 2) + { + m_plots[0]->x_axis()->couple_range_with(m_plots.last()->y_axis()); + } + m_time_axis = new SciQLopPlotDummyAxis(this); + connect(m_time_axis, &SciQLopPlotAxis::range_changed, this, + &SciQLopPlot::time_axis_range_changed); +} + +void SciQLopNDProjectionPlot::set_linked_axes(bool linked) noexcept +{ + if (m_linked_axes != linked) + { + m_linked_axes = linked; + for (auto i = 0UL; i < m_plots.size(); i++) + { + auto plot = m_plots[i]; + if (i > 0) + { + if (linked) + plot->x_axis()->couple_range_with(m_plots[i - 1]->y_axis()); + else + plot->x_axis()->decouple_range_from(m_plots[i - 1]->y_axis()); + } + } + if (m_plots.size() > 2) + { + if (linked) + m_plots[0]->x_axis()->couple_range_with(m_plots.last()->y_axis()); + else + m_plots[0]->x_axis()->decouple_range_from(m_plots.last()->y_axis()); + } + } +} + +SciQLopPlottableInterface* SciQLopNDProjectionPlot::plottable(int index) +{ + return plottables().at(index); +} + +SciQLopPlottableInterface* SciQLopNDProjectionPlot::plottable(const QString& name) +{ + for (auto p : plottables()) + { + if (p->name() == name) + return p; + } + return nullptr; +} + +QList SciQLopNDProjectionPlot::plottables() const noexcept +{ + QList plottables; + for (auto c : children()) + { + if (auto p = qobject_cast(c); p) + { + plottables.append(p); + } + } + return plottables; +} diff --git a/src/SciQLopNDProjectionPlotInspector.cpp b/src/SciQLopNDProjectionPlotInspector.cpp new file mode 100644 index 0000000..d7d9957 --- /dev/null +++ b/src/SciQLopNDProjectionPlotInspector.cpp @@ -0,0 +1,66 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopNDProjectionPlotInspector.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" + +REGISTER_INSPECTOR(SciQLopNDProjectionPlotInspector) + + +QList SciQLopNDProjectionPlotInspector::children(QObject *obj) +{ + QList children; + if (auto plot = _plot(obj); plot) + { + for (auto c : plot->plottables()) + { + children.append(c); + } + } + return children; +} + +QObject *SciQLopNDProjectionPlotInspector::child(const QString &name, QObject *obj) +{ + if (auto plot = _plot(obj); plot) + { + return plot->plottable(name); + } + return nullptr; +} + +void SciQLopNDProjectionPlotInspector::connect_node(PlotsModelNode *node, QObject * const obj) +{ + InspectorBase::connect_node(node, obj); + if (auto plot = _plot(obj); plot) + { + connect(plot, &SciQLopPlot::graph_list_changed, node, &PlotsModelNode::update_children); + } +} + +void SciQLopNDProjectionPlotInspector::set_selected(QObject *obj, bool selected) +{ + if (auto plot = _plot(obj); plot) + { + plot->set_selected(selected); + } +} diff --git a/src/SciQLopPixmapItem.cpp b/src/SciQLopPixmapItem.cpp new file mode 100644 index 0000000..48c1518 --- /dev/null +++ b/src/SciQLopPixmapItem.cpp @@ -0,0 +1,30 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Items/SciQLopPixmapItem.hpp" + +void PixmapItem::move(double dx, double dy) +{ + this->topLeft->setPixelPosition({ this->topLeft->pixelPosition().x() + dx, this->topLeft->pixelPosition().y() + dy }); + this->bottomRight->setPixelPosition({ this->bottomRight->pixelPosition().x() + dx, this->bottomRight->pixelPosition().y() + dy }); + this->replot(); + emit moved(this->topLeft->coords().x()); +} diff --git a/src/SciQLopPlot.cpp b/src/SciQLopPlot.cpp index 2af48c9..04dcd3e 100644 --- a/src/SciQLopPlot.cpp +++ b/src/SciQLopPlot.cpp @@ -20,87 +20,79 @@ -- Mail : alexis.jeandet@member.fsf.org ----------------------------------------------------------------------------*/ #include "SciQLopPlots/SciQLopPlot.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Model.hpp" #include "SciQLopPlots/Items/SciQLopPlotItem.hpp" #include "SciQLopPlots/constants.hpp" + #include #include #include #include -#include - -template -inline void _set_selected(T* plottable, bool selected) -{ - if (plottable->selected() != selected) - { - if (selected) - plottable->setSelection(QCPDataSelection(plottable->data()->dataRange())); - else - plottable->setSelection(QCPDataSelection()); - } -} +#include -inline void _set_selected(QCPAbstractPlottable* plottable, bool selected) -{ - if (auto graph = dynamic_cast(plottable); graph != nullptr) - { - _set_selected(graph, selected); - } - else if (auto curve = dynamic_cast(plottable); curve != nullptr) - { - _set_selected(curve, selected); - } -} namespace _impl { SciQLopPlot::SciQLopPlot(QWidget* parent) : QCustomPlot { parent } { + setAttribute(Qt::WA_OpaquePaintEvent); this->m_replot_timer = new QTimer(this); this->m_replot_timer->setSingleShot(true); this->m_replot_timer->setInterval(10); connect(this->m_replot_timer, &QTimer::timeout, this, - [this]() { QCustomPlot::replot(rpQueuedReplot); }); + [this]() { QCustomPlot::replot(rpQueuedReplot); }); connect(this, &QCustomPlot::afterReplot, this, [this]() { m_replot_pending = false; }); using namespace Constants; this->addLayer(LayersNames::Spans, this->layer(LayersNames::Main), QCustomPlot::limAbove); this->layer(LayersNames::Spans)->setMode(QCPLayer::lmBuffered); this->layer(LayersNames::Spans)->setVisible(true); - this->addLayer( - LayersNames::SpansBorders, this->layer(LayersNames::Spans), QCustomPlot::limAbove); + this->addLayer(LayersNames::SpansBorders, this->layer(LayersNames::Spans), + QCustomPlot::limAbove); this->layer(LayersNames::SpansBorders)->setMode(QCPLayer::lmBuffered); this->layer(LayersNames::SpansBorders)->setVisible(true); this->setFocusPolicy(Qt::StrongFocus); - this->grabGesture(Qt::PinchGesture); - this->grabGesture(Qt::PanGesture); + this->grabGesture(Qt::PinchGesture, Qt::DontStartGestureOnChildren); + this->grabGesture(Qt::PanGesture, Qt::DontStartGestureOnChildren); this->m_tracer = new TracerWithToolTip(this); this->setMouseTracking(true); this->setInteractions(QCP::iRangeDrag | QCP::iRangeZoom | QCP::iSelectPlottables - | QCP::iSelectAxes | QCP::iSelectLegend | QCP::iSelectItems | QCP::iMultiSelect); + | QCP::iSelectAxes | QCP::iSelectLegend | QCP::iSelectItems + | QCP::iMultiSelect); connect(this, &QCustomPlot::legendDoubleClick, this, &SciQLopPlot::_legend_double_clicked); connect(this->xAxis, QOverload::of(&QCPAxis::rangeChanged), this, - [this](const QCPRange& range) - { Q_EMIT x_axis_range_changed({ range.lower, range.upper }); }); + [this](const QCPRange& range) + { Q_EMIT x_axis_range_changed({ range.lower, range.upper }); }); connect(this->xAxis2, QOverload::of(&QCPAxis::rangeChanged), this, - [this](const QCPRange& range) - { Q_EMIT x2_axis_range_changed({ range.lower, range.upper }); }); + [this](const QCPRange& range) + { Q_EMIT x2_axis_range_changed({ range.lower, range.upper }); }); connect(this->yAxis, QOverload::of(&QCPAxis::rangeChanged), this, - [this](const QCPRange& range) - { Q_EMIT y_axis_range_changed({ range.lower, range.upper }); }); + [this](const QCPRange& range) + { Q_EMIT y_axis_range_changed({ range.lower, range.upper }); }); connect(this->yAxis2, QOverload::of(&QCPAxis::rangeChanged), this, - [this](const QCPRange& range) - { Q_EMIT y2_axis_range_changed({ range.lower, range.upper }); }); + [this](const QCPRange& range) + { Q_EMIT y2_axis_range_changed({ range.lower, range.upper }); }); + + m_color_scale = new QCPColorScale(this); + m_color_scale->setVisible(false); + m_color_scale->axis()->setNumberFormat("gb"); + + m_color_scale->axis()->setNumberPrecision(0); + + connect(m_color_scale->axis(), QOverload::of(&QCPAxis::rangeChanged), this, + [this](const QCPRange& range) + { Q_EMIT z_axis_range_changed({ range.lower, range.upper }); }); this->m_axes.append(new SciQLopPlotAxis(this->xAxis, this)); this->m_axes.append(new SciQLopPlotAxis(this->yAxis, this)); this->m_axes.append(new SciQLopPlotAxis(this->xAxis2, this)); this->m_axes.append(new SciQLopPlotAxis(this->yAxis2, this)); - m_color_scale = new QCPColorScale(this); - m_color_scale->setVisible(false); + this->m_axes.append(new SciQLopPlotColorScaleAxis(this->m_color_scale, this)); + #ifdef QCUSTOMPLOT_USE_OPENGL setOpenGl(true, 4); #endif @@ -126,14 +118,14 @@ QCPColorMap* SciQLopPlot::addColorMap() return cm; } -SQPQCPAbstractPlottableWrapper* SciQLopPlot::sqp_plottable(int index) +SciQLopPlottableInterface* SciQLopPlot::sqp_plottable(int index) { if (index == -1 || index >= std::size(m_plottables)) index = std::size(m_plottables) - 1; return m_plottables[index]; } -SQPQCPAbstractPlottableWrapper* SciQLopPlot::sqp_plottable(const QString& name) +SciQLopPlottableInterface* SciQLopPlot::sqp_plottable(const QString& name) { for (auto p : m_plottables) { @@ -143,35 +135,38 @@ SQPQCPAbstractPlottableWrapper* SciQLopPlot::sqp_plottable(const QString& name) return nullptr; } +const QList& SciQLopPlot::sqp_plottables() const +{ + return m_plottables; +} -SciQLopColorMap* SciQLopPlot::addSciQLopColorMap( - const QString& name, bool y_log_scale, bool z_log_scale) +SciQLopColorMap* SciQLopPlot::add_color_map(const QString& name, bool y_log_scale, bool z_log_scale) { - if (!m_color_scale->visible()) + if (m_color_map == nullptr) { - if (y_log_scale) - { - set_axis_log(QCPAxis::atRight, true); - } - set_axis_visible(QCPAxis::atRight, true); - auto cmap = this->_new_plottable_wrapper(this->xAxis, this->yAxis2, name); - m_color_scale->setVisible(true); - plotLayout()->addElement(0, 1, m_color_scale); - cmap->colorMap()->setColorScale(m_color_scale); - cmap->colorMap()->setInterpolate(false); - if (z_log_scale) - { - cmap->colorMap()->setDataScaleType(QCPAxis::stLogarithmic); - m_color_scale->setDataScaleType(QCPAxis::stLogarithmic); - m_color_scale->axis()->setTicker( - QSharedPointer(new QCPAxisTickerLog)); - } + m_color_map = new SciQLopColorMap( + this, this->m_axes[0], this->m_axes[3], + reinterpret_cast(this->m_axes[4]), name); + _ensure_colorscale_is_visible(m_color_map); + _register_plottable_wrapper(m_color_map); + return m_color_map; + } + return nullptr; +} - auto gradient = QCPColorGradient(QCPColorGradient::gpJet); - gradient.setNanHandling(QCPColorGradient::nhTransparent); - cmap->colorMap()->setGradient(gradient); - cmap->set_auto_scale_y(true); - return cmap; +SciQLopColorMapFunction* SciQLopPlot::add_color_map(GetDataPyCallable&& callable, + const QString& name, bool y_log_scale, + bool z_log_scale) +{ + if (m_color_map == nullptr) + { + m_color_map = new SciQLopColorMapFunction( + this, this->m_axes[0], this->m_axes[3], + reinterpret_cast(this->m_axes[4]), std::move(callable), + name); + _ensure_colorscale_is_visible(m_color_map); + _register_plottable_wrapper(m_color_map); + return qobject_cast(m_color_map); } return nullptr; } @@ -194,7 +189,7 @@ void SciQLopPlot::minimize_margins() QMargins SciQLopPlot::minimal_axis_margins() { return QMargins(_minimal_margin(QCP::msLeft), _minimal_margin(QCP::msTop), - _minimal_margin(QCP::msRight), _minimal_margin(QCP::msBottom)); + _minimal_margin(QCP::msRight), _minimal_margin(QCP::msBottom)); } void SciQLopPlot::replot(RefreshPriority priority) @@ -213,7 +208,6 @@ void SciQLopPlot::replot(RefreshPriority priority) } } - void SciQLopPlot::mousePressEvent(QMouseEvent* event) { QCustomPlot::mousePressEvent(event); @@ -248,8 +242,8 @@ void SciQLopPlot::mouseReleaseEvent(QMouseEvent* event) void SciQLopPlot::_wheel_zoom(QCPAxis* axis, const double wheelSteps, const QPointF& pos) { const auto factor = qPow(axis->axisRect()->rangeZoomFactor(axis->orientation()), wheelSteps); - axis->scaleRange( - factor, axis->pixelToCoord(axis->orientation() == Qt::Horizontal ? pos.x() : pos.y())); + axis->scaleRange(factor, + axis->pixelToCoord(axis->orientation() == Qt::Horizontal ? pos.x() : pos.y())); } int SciQLopPlot::_minimal_margin(QCP::MarginSide side) @@ -257,11 +251,25 @@ int SciQLopPlot::_minimal_margin(QCP::MarginSide side) return 0; } - void SciQLopPlot::_wheel_pan(QCPAxis* axis, const double wheelSteps, const QPointF& pos) { - axis->moveRange(wheelSteps * m_scroll_factor * QApplication::wheelScrollLines() / 100. - * axis->range().size()); + if (axis->scaleType() == QCPAxis::stLinear) + { + axis->moveRange(wheelSteps * m_scroll_factor * QApplication::wheelScrollLines() / 100. + * axis->range().size()); + } + else + { + auto size = log10(axis->range().upper) - log10(axis->range().lower); + if (wheelSteps > 0) + axis->moveRange(std::pow( + 10, wheelSteps * m_scroll_factor * QApplication::wheelScrollLines() / 100. * size)); + else + axis->moveRange(1. + / std::pow(10, + -wheelSteps * m_scroll_factor + * QApplication::wheelScrollLines() / 100. * size)); + } } void SciQLopPlot::wheelEvent(QWheelEvent* event) @@ -299,14 +307,14 @@ void SciQLopPlot::keyPressEvent(QKeyEvent* event) { auto items = selectedItems(); std::for_each(items.begin(), items.end(), - [event](auto item) - { - if (auto sciItem = dynamic_cast(item); - sciItem != nullptr) - { - sciItem->keyPressEvent(event); - } - }); + [event](auto item) + { + if (auto sciItem = dynamic_cast(item); + sciItem != nullptr) + { + sciItem->keyPressEvent(event); + } + }); if (event->key() == Qt::Key_Escape) { for (auto item : items) @@ -334,7 +342,6 @@ void SciQLopPlot::keyPressEvent(QKeyEvent* event) QCustomPlot::keyPressEvent(event); } - bool SciQLopPlot::event(QEvent* event) { auto r = QCustomPlot::event(event); @@ -364,6 +371,12 @@ bool SciQLopPlot::event(QEvent* event) return r; } +void SciQLopPlot::resizeEvent(QResizeEvent* event) +{ + QCustomPlot::resizeEvent(event); + Q_EMIT resized(event->size()); +} + bool SciQLopPlot::_update_tracer(const QPointF& pos) { auto plotable = plottableAt(pos, false); @@ -418,8 +431,8 @@ QCPGraph* SciQLopPlot::_nearest_graph(const QPointF& pos) return plottableAt(pos, false); } -std::optional> SciQLopPlot::_nearest_data_point( - const QPointF& pos, QCPGraph* graph) +std::optional> SciQLopPlot::_nearest_data_point(const QPointF& pos, + QCPGraph* graph) { QCPGraphDataContainer::const_iterator it = graph->data()->constEnd(); QVariant details; @@ -435,38 +448,29 @@ std::optional> SciQLopPlot::_nearest_data_point( return std::nullopt; } -void SciQLopPlot::_register_plottable_wrapper(SQPQCPAbstractPlottableWrapper* plottable) +void SciQLopPlot::_register_plottable_wrapper(SciQLopPlottableInterface* plottable) { - for (auto qcp_plottable : plottable->qcp_plottables()) - { - _register_plottable(qcp_plottable); - } m_plottables.append(plottable); - connect(plottable, &SQPQCPAbstractPlottableWrapper::plottable_created, this, - &SciQLopPlot::_register_plottable); - connect(plottable, &SQPQCPAbstractPlottableWrapper::destroyed, this, - [this, plottable]() { m_plottables.removeOne(plottable); }); - connect(plottable, &SQPQCPAbstractPlottableWrapper::replot, this, [this]() { this->replot(); }); + connect(plottable, &SciQLopGraphInterface::destroyed, this, + [this, plottable]() + { + m_plottables.removeOne(plottable); + emit this->plotables_list_changed(); + }); + connect(plottable, &SciQLopGraphInterface::replot, this, [this]() { this->replot(); }); + connect(this, &SciQLopPlot::resized, plottable, + &SciQLopPlottableInterface::parent_plot_resized); + emit this->plotables_list_changed(); } -void SciQLopPlot::_register_plottable(QCPAbstractPlottable* plotable) +void _impl::SciQLopPlot::_ensure_colorscale_is_visible(SciQLopColorMap* cmap) { - connect(plotable, QOverload::of(&QCPAbstractPlottable::selectionChanged), this, - [this, plotable](bool selected) - { - auto item = this->legend->itemWithPlottable(plotable); - if (item && item->selected() != selected) - item->setSelected(selected); - }); - - if (auto legend_item = this->legend->itemWithPlottable(plotable); legend_item) + if (!m_color_scale->visible()) { - connect(legend_item, &QCPAbstractLegendItem::selectionChanged, this, - [this, plotable](bool selected) - { - _set_selected(plotable, selected); - this->replot(rpQueuedReplot); - }); + m_color_scale->setVisible(true); + plotLayout()->addElement(0, 1, m_color_scale); + cmap->colorMap()->setColorScale(m_color_scale); + cmap->colorMap()->setInterpolate(false); } } @@ -480,8 +484,8 @@ QCPAbstractPlottable* SciQLopPlot::plottable(const QString& name) const return nullptr; } -void SciQLopPlot::_legend_double_clicked( - QCPLegend* legend, QCPAbstractLegendItem* item, QMouseEvent* event) +void SciQLopPlot::_legend_double_clicked(QCPLegend* legend, QCPAbstractLegendItem* item, + QMouseEvent* event) { if (auto legend_item = dynamic_cast(item); legend_item != nullptr) { @@ -502,28 +506,40 @@ void SciQLopPlot::_legend_double_clicked( } } - -void SciQLopPlot::_configure_plotable(SQPQCPAbstractPlottableWrapper* plottable, - const QStringList& labels, const QList& colors) +void SciQLopPlot::_configure_plotable(SciQLopGraphInterface* plottable, const QStringList& labels, + const QList& colors, ::GraphType graph_type, ::GraphMarkerShape marker) { if (plottable) { - if (std::size(colors) <= plottable->plottable_count()) + if (std::size(colors) == std::size(plottable->components())) + { + plottable->set_colors(colors); + } + else { - for (std::size_t i = 0; i < std::size(colors); i++) + for (auto& component : plottable->components()) { - plottable->qcp_plottables()[i]->setPen(QPen(colors[i])); + component->set_color(m_color_palette[m_color_palette_index]); + component->set_marker_shape(marker); + m_color_palette_index = (m_color_palette_index + 1) % std::size(m_color_palette); + if(graph_type == ::GraphType::Scatter) + { + component->set_line_style(::GraphLineStyle::NoLine); + } } } + if (std::size(labels) == std::size(plottable->components())) + plottable->set_labels(labels); } } -SciQLopPlot::SciQLopPlot(QWidget* parent) +SciQLopPlot::SciQLopPlot(QWidget* parent) : SciQLopPlotInterface(parent) { m_impl = new _impl::SciQLopPlot(this); + this->m_time_axis = new SciQLopPlotDummyAxis(this); connect(this->m_time_axis, &SciQLopPlotDummyAxis::range_changed, this, - &SciQLopPlot::time_axis_range_changed); + &SciQLopPlot::time_axis_range_changed); // connect(m_impl, &_impl::SciQLopPlot::x2_axis_range_changed, this, // &SciQLopPlot::time_axis_range_changed); @@ -531,19 +547,26 @@ SciQLopPlot::SciQLopPlot(QWidget* parent) this->setLayout(new QVBoxLayout); this->layout()->addWidget(m_impl); connect(m_impl, &_impl::SciQLopPlot::x_axis_range_changed, this, - &SciQLopPlot::x_axis_range_changed); + &SciQLopPlot::x_axis_range_changed); connect(m_impl, &_impl::SciQLopPlot::x2_axis_range_changed, this, - &SciQLopPlot::x2_axis_range_changed); + &SciQLopPlot::x2_axis_range_changed); connect(m_impl, &_impl::SciQLopPlot::y_axis_range_changed, this, - &SciQLopPlot::y_axis_range_changed); + &SciQLopPlot::y_axis_range_changed); connect(m_impl, &_impl::SciQLopPlot::y2_axis_range_changed, this, - &SciQLopPlot::y2_axis_range_changed); + &SciQLopPlot::y2_axis_range_changed); + connect(m_impl, &_impl::SciQLopPlot::z_axis_range_changed, this, + &SciQLopPlot::z_axis_range_changed); + connect(m_impl, &_impl::SciQLopPlot::scroll_factor_changed, this, - &SciQLopPlot::scroll_factor_changed); + &SciQLopPlot::scroll_factor_changed); + + connect(m_impl, &_impl::SciQLopPlot::plotables_list_changed, this, + &SciQLopPlot::graph_list_changed); set_axes_to_rescale( - QList { x_axis(), x2_axis(), y_axis(), y2_axis() }); - this->enable_legend(true); + QList { x_axis(), x2_axis(), y_axis(), y2_axis(), z_axis() }); + this->m_legend = new SciQLopPlotLegend(m_impl->legend, this); + m_legend->set_visible(true); this->minimize_margins(); } @@ -562,13 +585,6 @@ double SciQLopPlot::scroll_factor() const noexcept void SciQLopPlot::enable_cursor(bool enable) noexcept { } -void SciQLopPlot::enable_legend(bool show) noexcept -{ - m_impl->legend->setVisible(show); - m_impl->legend->setSelectableParts(QCPLegend::spItems); - replot(); -} - void SciQLopPlot::minimize_margins() { m_impl->minimize_margins(); @@ -589,12 +605,14 @@ void SciQLopPlot::replot(bool immediate) } SciQLopGraphInterface* SciQLopPlot::plot_impl(const PyBuffer& x, const PyBuffer& y, - QStringList labels, QList colors, GraphType graph_type) + QStringList labels, QList colors, + GraphType graph_type, GraphMarkerShape marker) { SQPQCPAbstractPlottableWrapper* plottable = nullptr; switch (graph_type) { case GraphType::Line: + case GraphType::Scatter: plottable = m_impl->add_plottable(labels); break; case GraphType::ParametricCurve: @@ -607,58 +625,81 @@ SciQLopGraphInterface* SciQLopPlot::plot_impl(const PyBuffer& x, const PyBuffer& if (plottable) { plottable->set_data(std::move(x), std::move(y)); - _configure_plotable(plottable, labels, colors); + _configure_plotable(plottable, labels, colors, graph_type, marker); } return plottable; } -SciQLopGraphInterface* SciQLopPlot::plot_impl(const PyBuffer& x, const PyBuffer& y, - const PyBuffer& z, QString name, bool y_log_scale, bool z_log_scale) +SciQLopColorMapInterface* SciQLopPlot::plot_impl(const PyBuffer& x, const PyBuffer& y, + const PyBuffer& z, QString name, bool y_log_scale, + bool z_log_scale) { - auto cm = m_impl->addSciQLopColorMap(name, y_log_scale, z_log_scale); + auto cm = m_impl->add_color_map(name, y_log_scale, z_log_scale); cm->set_data(std::move(x), std::move(y), std::move(z)); + _configure_color_map(cm, y_log_scale, z_log_scale); return cm; } -void SciQLopPlot::_connect_callable_sync( - SQPQCPAbstractPlottableWrapper* plottable, QObject* sync_with) +void SciQLopPlot::_configure_color_map(SciQLopColorMapInterface* cmap, bool y_log_scale, + bool z_log_scale) +{ + if (cmap) + { + { + auto y_axis = cmap->y_axis(); + y_axis->set_log(y_log_scale); + y_axis->set_visible(true); + } + { + if (auto z_axis = reinterpret_cast(cmap->z_axis())) + { + z_axis->set_log(z_log_scale); + z_axis->set_visible(true); + } + } + cmap->set_gradient(ColorGradient::Jet); + } +} + +void SciQLopPlot::_connect_callable_sync(SciQLopPlottableInterface* plottable, QObject* sync_with) { if (sync_with != nullptr) { if (auto axis = qobject_cast(sync_with); axis != nullptr) { connect(axis, &SciQLopPlotAxisInterface::range_changed, plottable, - &SQPQCPAbstractPlottableWrapper::set_range); + &SciQLopGraphInterface::set_range); } if (auto graph = qobject_cast(sync_with); graph != nullptr) { connect(graph, QOverload::of(&SciQLopGraphInterface::data_changed), - plottable, - QOverload::of(&SQPQCPAbstractPlottableWrapper::set_data), - Qt::QueuedConnection); + plottable, QOverload::of(&SciQLopGraphInterface::set_data), + Qt::QueuedConnection); - connect(graph, + connect( + graph, QOverload::of(&SciQLopGraphInterface::data_changed), plottable, - QOverload::of( - &SQPQCPAbstractPlottableWrapper::set_data), + QOverload::of(&SciQLopGraphInterface::set_data), Qt::QueuedConnection); } } else { connect(this->x_axis(), &SciQLopPlotAxisInterface::range_changed, plottable, - &SQPQCPAbstractPlottableWrapper::set_range); + &SQPQCPAbstractPlottableWrapper::set_range); } } SciQLopGraphInterface* SciQLopPlot::plot_impl(GetDataPyCallable callable, QStringList labels, - QList colors, GraphType graph_type, QObject* sync_with) + QList colors, GraphType graph_type, GraphMarkerShape marker, + QObject* sync_with) { SQPQCPAbstractPlottableWrapper* plottable = nullptr; switch (graph_type) { case GraphType::Line: + case GraphType::Scatter: plottable = m_impl->add_plottable(std::move(callable), labels); break; @@ -671,26 +712,46 @@ SciQLopGraphInterface* SciQLopPlot::plot_impl(GetDataPyCallable callable, QStrin if (plottable) { _connect_callable_sync(plottable, sync_with); - _configure_plotable(plottable, labels, colors); + _configure_plotable(plottable, labels, colors, graph_type, marker); } return plottable; } -SciQLopGraphInterface* SciQLopPlot::plot_impl(GetDataPyCallable callable, QString name, - bool y_log_scale, bool z_log_scale, QObject* sync_with) +SciQLopColorMapInterface* SciQLopPlot::plot_impl(GetDataPyCallable callable, QString name, + bool y_log_scale, bool z_log_scale, + QObject* sync_with) { - SQPQCPAbstractPlottableWrapper* plotable = nullptr; - plotable = m_impl->addSciQLopColorMap(name, y_log_scale, z_log_scale); + SciQLopColorMapInterface* plotable = nullptr; + plotable = m_impl->add_color_map(std::move(callable), name, y_log_scale, z_log_scale); + + if (plotable) + { + _configure_color_map(plotable, y_log_scale, z_log_scale); + _connect_callable_sync(plotable, sync_with); + } return plotable; } +void SciQLopPlot::toggle_selected_objects_visibility() noexcept +{ + for (auto item : m_impl->selectedItems()) + { + item->setVisible(!item->visible()); + } + replot(); +} -SciQLopGraphInterface* SciQLopPlot::graph(int index) +SciQLopPlottableInterface* SciQLopPlot::plottable(int index) { return m_impl->sqp_plottable(index); } -SciQLopGraphInterface* SciQLopPlot::graph(const QString& name) +SciQLopPlottableInterface* SciQLopPlot::plottable(const QString& name) { return m_impl->sqp_plottable(name); } + +QList SciQLopPlot::plottables() const noexcept +{ + return m_impl->sqp_plottables(); +} diff --git a/src/SciQLopPlotAxis.cpp b/src/SciQLopPlotAxis.cpp index 53692ee..50f826c 100644 --- a/src/SciQLopPlotAxis.cpp +++ b/src/SciQLopPlotAxis.cpp @@ -23,18 +23,18 @@ #include "qcustomplot.h" -SciQLopPlotAxis::SciQLopPlotAxis(QCPAxis* axis, QObject* parent) +SciQLopPlotAxis::SciQLopPlotAxis(QCPAxis* axis, QObject* parent, bool is_time_axis) : SciQLopPlotAxisInterface(parent), m_axis(axis) { + _is_time_axis = is_time_axis; connect(axis, QOverload::of(&QCPAxis::rangeChanged), this, - [this](const QCPRange& range) - { Q_EMIT range_changed(SciQLopPlotRange { range.lower, range.upper }); }); + [this](const QCPRange& range) + { Q_EMIT range_changed(SciQLopPlotRange { range.lower, range.upper }); }); } void SciQLopPlotAxis::set_range(const SciQLopPlotRange& range) noexcept { - if (!m_axis.isNull() - && (m_axis->range().lower != range.start() || m_axis->range().upper != range.stop())) + if (!m_axis.isNull() && range.is_valid()) { m_axis->setRange(range.start(), range.stop()); m_axis->parentPlot()->replot(QCustomPlot::rpQueuedReplot); @@ -53,7 +53,7 @@ void SciQLopPlotAxis::set_visible(bool visible) noexcept void SciQLopPlotAxis::set_log(bool log) noexcept { - if (!m_axis.isNull() && m_axis->scaleType() == QCPAxis::stLogarithmic != log) + if (!m_axis.isNull() && (m_axis->scaleType() == QCPAxis::stLogarithmic) != log) { if (log) { @@ -84,7 +84,7 @@ SciQLopPlotRange SciQLopPlotAxis::range() const noexcept { if (m_axis.isNull()) return SciQLopPlotRange(); - return SciQLopPlotRange(m_axis->range().lower, m_axis->range().upper); + return SciQLopPlotRange(m_axis->range().lower, m_axis->range().upper, _is_time_axis); } bool SciQLopPlotAxis::visible() const noexcept @@ -177,3 +177,140 @@ void SciQLopPlotDummyAxis::set_range(const SciQLopPlotRange& range) noexcept Q_EMIT this->range_changed(range); } } + +SciQLopPlotColorScaleAxis::SciQLopPlotColorScaleAxis(QCPColorScale* axis, QObject* parent) + : SciQLopPlotAxis(axis->axis(), parent), m_axis(axis) +{ + connect(axis, QOverload::of(&QCPColorScale::dataRangeChanged), this, + [this](const QCPRange& range) + { Q_EMIT range_changed(SciQLopPlotRange { range.lower, range.upper }); }); +} + +void SciQLopPlotColorScaleAxis::set_range(const SciQLopPlotRange& range) noexcept +{ + if (!m_axis.isNull() + && (m_axis->dataRange().lower != range.start() + || m_axis->dataRange().upper != range.stop())) + { + m_axis->setDataRange(QCPRange(range.start(), range.stop())); + m_axis->parentPlot()->replot(QCustomPlot::rpQueuedReplot); + } +} + +void SciQLopPlotColorScaleAxis::set_visible(bool visible) noexcept +{ + if (!m_axis.isNull() && m_axis->visible() != visible) + { + m_axis->setVisible(visible); + m_axis->parentPlot()->replot(QCustomPlot::rpQueuedReplot); + Q_EMIT visible_changed(visible); + } +} + +void SciQLopPlotColorScaleAxis::set_log(bool log) noexcept +{ + if (!m_axis.isNull() && (m_axis->dataScaleType() == QCPAxis::stLogarithmic) != log) + { + if (log) + { + m_axis->setDataScaleType(QCPAxis::stLogarithmic); + m_axis.data()->axis()->setTicker( + QSharedPointer(new QCPAxisTickerLog)); + } + else + { + m_axis->setDataScaleType(QCPAxis::stLinear); + m_axis.data()->axis()->setTicker(QSharedPointer(new QCPAxisTicker)); + } + m_axis->parentPlot()->replot(QCustomPlot::rpQueuedReplot); + Q_EMIT log_changed(log); + } +} + +void SciQLopPlotColorScaleAxis::set_label(const QString& label) noexcept +{ + if (!m_axis.isNull() && m_axis->label() != label) + { + m_axis->setLabel(label); + m_axis->parentPlot()->replot(QCustomPlot::rpQueuedReplot); + Q_EMIT label_changed(label); + } +} + +SciQLopPlotRange SciQLopPlotColorScaleAxis::range() const noexcept +{ + if (m_axis.isNull()) + return SciQLopPlotRange(); + return SciQLopPlotRange(m_axis->dataRange().lower, m_axis->dataRange().upper); +} + +bool SciQLopPlotColorScaleAxis::visible() const noexcept +{ + if (m_axis.isNull()) + return false; + return m_axis->visible(); +} + +bool SciQLopPlotColorScaleAxis::log() const noexcept +{ + if (m_axis.isNull()) + return false; + return m_axis->dataScaleType() == QCPAxis::stLogarithmic; +} + +QString SciQLopPlotColorScaleAxis::label() const noexcept +{ + if (m_axis.isNull()) + return QString(); + return m_axis->label(); +} + +Qt::Orientation SciQLopPlotColorScaleAxis::orientation() const noexcept +{ + return Qt::Vertical; +} + +Qt::Axis SciQLopPlotColorScaleAxis::axis() const noexcept +{ + return Qt::ZAxis; +} + +Qt::AnchorPoint SciQLopPlotColorScaleAxis::anchor() const noexcept +{ + return Qt::AnchorLeft; +} + +bool SciQLopPlotColorScaleAxis::selected() const noexcept +{ + if (m_axis.isNull()) + return false; + return m_axis->axis()->selectedParts().testFlag(QCPAxis::spAxis); +} + +void SciQLopPlotColorScaleAxis::rescale() noexcept +{ + if (!m_axis.isNull()) + { + m_axis->rescaleDataRange(true); + m_axis->parentPlot()->replot(QCustomPlot::rpQueuedReplot); + } +} + +QCPAxis* SciQLopPlotColorScaleAxis::qcp_axis() const noexcept +{ + if (m_axis.isNull()) + return nullptr; + return m_axis->axis(); +} + +void SciQLopPlotAxisInterface::couple_range_with(SciQLopPlotAxisInterface *other) noexcept +{ + QObject::connect(this, &SciQLopPlotAxisInterface::range_changed, other, QOverload::of(&SciQLopPlotAxisInterface::set_range)); + QObject::connect(other, &SciQLopPlotAxisInterface::range_changed, this, QOverload::of(&SciQLopPlotAxisInterface::set_range)); +} + +void SciQLopPlotAxisInterface::decouple_range_from(SciQLopPlotAxisInterface *other) noexcept +{ + QObject::disconnect(this, &SciQLopPlotAxisInterface::range_changed, other, QOverload::of(&SciQLopPlotAxisInterface::set_range)); + QObject::disconnect(other, &SciQLopPlotAxisInterface::range_changed, this, QOverload::of(&SciQLopPlotAxisInterface::set_range)); +} diff --git a/src/SciQLopPlotAxisDelegate.cpp b/src/SciQLopPlotAxisDelegate.cpp new file mode 100644 index 0000000..280aaf7 --- /dev/null +++ b/src/SciQLopPlotAxisDelegate.cpp @@ -0,0 +1,31 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotAxisDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include "SciQLopPlots/SciQLopPlotAxis.hpp" + +SciQLopPlotAxisDelegate::SciQLopPlotAxisDelegate(SciQLopPlotAxisInterface* object, QWidget* parent) + : PropertyDelegateBase(object, parent) +{ +} + +REGISTER_DELEGATE(SciQLopPlotAxisDelegate) diff --git a/src/SciQLopPlotCollection.cpp b/src/SciQLopPlotCollection.cpp index a281199..ba63418 100644 --- a/src/SciQLopPlotCollection.cpp +++ b/src/SciQLopPlotCollection.cpp @@ -24,89 +24,26 @@ #include "SciQLopPlots/MultiPlots/SciQLopPlotCollection.hpp" -SciQLopPlotCollection::SciQLopPlotCollection(QObject* parent) : QObject(parent) { } - -void SciQLopPlotCollection::add_plot(SciQLopPlotInterface* plot) -{ - insert_plot(_plots.size(), plot); -} - -void SciQLopPlotCollection::insert_plot(int index, SciQLopPlotInterface* plot) -{ - _plots.insert(index, plot); - emit plotListChanged(_plots); -} - -void SciQLopPlotCollection::remove_plot(SciQLopPlotInterface* plot) -{ - _plots.removeOne(plot); - emit plotListChanged(_plots); -} - -SciQLopPlotInterface* SciQLopPlotCollection::plot_at(int index) const -{ - return _plots.at(index); -} - -void SciQLopPlotCollection::set_x_axis_range(const SciQLopPlotRange& range) -{ - for (auto* plot : _plots) - { - plot->x_axis()->set_range(range); - } -} - -void SciQLopPlotCollection::set_time_axis_range(const SciQLopPlotRange& range) -{ - for (auto* plot : _plots) - { - plot->time_axis()->set_range(range); - } -} - -void SciQLopPlotCollection::register_behavior(SciQLopPlotCollectionBehavior* behavior) -{ - behavior->setParent(this); - _behaviors[behavior->metaObject()->className()] = behavior; - behavior->updatePlotList(_plots); - connect(this, &SciQLopPlotCollection::plotListChanged, behavior, - &SciQLopPlotCollectionBehavior::updatePlotList); -} - -void SciQLopPlotCollection::remove_behavior(const QString& type_name) +void SciQLopPlotCollectionInterface::set_x_axis_range(const SciQLopPlotRange& range) { - if (_behaviors.contains(type_name)) - { - disconnect(this, &SciQLopPlotCollection::plotListChanged, _behaviors[type_name], - &SciQLopPlotCollectionBehavior::updatePlotList); - delete _behaviors[type_name]; - _behaviors.remove(type_name); - } + WARN_ABSTRACT_METHOD; } - -void SciQLopPlotCollection::clear() +const SciQLopPlotRange& SciQLopPlotCollectionInterface::x_axis_range() const { - _plots.clear(); - emit plotListChanged(_plots); + WARN_ABSTRACT_METHOD; + static SciQLopPlotRange r {}; + return r; } -int SciQLopPlotCollection::index(SciQLopPlotInterface* plot) const +void SciQLopPlotCollectionInterface::set_time_axis_range(const SciQLopPlotRange& range) { - return _plots.indexOf(plot); + WARN_ABSTRACT_METHOD; } -void SciQLopPlotCollection::move_plot(int from, int to) +const SciQLopPlotRange& SciQLopPlotCollectionInterface::time_axis_range() const { - _plots.move(from, to); - emit plotListChanged(_plots); + WARN_ABSTRACT_METHOD; + static SciQLopPlotRange r {}; + return r; } - -void SciQLopPlotCollection::move_plot(SciQLopPlotInterface* plot, int to) -{ - move_plot(_plots.indexOf(plot), to); -} - -void SciQLopPlotCollectionInterface::set_x_axis_range(const SciQLopPlotRange& range) { } - -void SciQLopPlotCollectionInterface::set_time_axis_range(const SciQLopPlotRange& range) { } diff --git a/src/SciQLopPlotContainer.cpp b/src/SciQLopPlotContainer.cpp index 4cc856b..48d40d9 100644 --- a/src/SciQLopPlotContainer.cpp +++ b/src/SciQLopPlotContainer.cpp @@ -24,8 +24,7 @@ #include "SciQLopPlots/MultiPlots/SciQLopPlotContainer.hpp" -SciQLopPlotContainer::SciQLopPlotContainer(QWidget* parent) - : QSplitter(Qt::Vertical, parent), _plots(new SciQLopPlotCollection(this)) +SciQLopPlotContainer::SciQLopPlotContainer(QWidget* parent) : QSplitter(Qt::Vertical, parent) { this->setLayout(new QVBoxLayout(this)); this->setContentsMargins(0, 0, 0, 0); @@ -33,16 +32,22 @@ SciQLopPlotContainer::SciQLopPlotContainer(QWidget* parent) this->layout()->setSpacing(0); this->setChildrenCollapsible(false); setProperty("empty", true); - connect(_plots, &SciQLopPlotCollection::plotListChanged, this, - &SciQLopPlotContainer::plotListChanged); } +SciQLopPlotContainer::~SciQLopPlotContainer() { } + void SciQLopPlotContainer::insertWidget(int index, QWidget* widget) { QSplitter::insertWidget(index, widget); if (auto* plot = qobject_cast(widget); plot) { - _plots->insert_plot(index, plot); + if (plot->color_palette().empty()) + plot->set_color_palette(_color_palette); + emit plot_list_changed(plots()); + emit plot_added(plot); + connect( + plot, &SciQLopPlotInterface::destroyed, this, [this, plot]() { remove_plot(plot); }, + Qt::QueuedConnection); } } @@ -63,14 +68,13 @@ void SciQLopPlotContainer::add_plot(SciQLopPlotInterface* plot) void SciQLopPlotContainer::move_plot(int from, int to) { - auto* plot = _plots->plot_at(from); - _plots->move_plot(from, to); - QSplitter::insertWidget(to, plot); + move_plot(plot_at(from), to); } void SciQLopPlotContainer::move_plot(SciQLopPlotInterface* plot, int to) { - move_plot(_plots->plots().indexOf(plot), to); + QSplitter::insertWidget(to, plot); + emit plot_list_changed(plots()); } void SciQLopPlotContainer::remove_plot(SciQLopPlotInterface* plot) @@ -80,13 +84,14 @@ void SciQLopPlotContainer::remove_plot(SciQLopPlotInterface* plot) void SciQLopPlotContainer::remove_plot(SciQLopPlotInterface* plot, bool destroy) { - if (_plots->contains(plot)) + if (indexOf(plot) != -1) { - removeWidget(plot, destroy); + plot->setParent(nullptr); if (destroy) plot->deleteLater(); - if (_plots->empty()) + if (empty()) setProperty("empty", true); + emit plot_list_changed(plots()); } } @@ -104,13 +109,43 @@ void SciQLopPlotContainer::removeWidget(QWidget* widget, bool destroy) void SciQLopPlotContainer::clear() { - _plots->clear(); while (QSplitter::count()) { auto* widget = this->widget(0); widget->setParent(nullptr); widget->deleteLater(); } + setProperty("empty", true); + emit plot_list_changed({}); +} + +SciQLopPlotCollectionBehavior* +SciQLopPlotContainer::register_behavior(SciQLopPlotCollectionBehavior* behavior) +{ + behavior->setParent(this); + _behaviors[behavior->metaObject()->className()] = behavior; + behavior->updatePlotList(plots()); + connect(this, &SciQLopPlotContainer::plot_list_changed, behavior, + &SciQLopPlotCollectionBehavior::updatePlotList); + connect(this, &SciQLopPlotContainer::plot_added, behavior, + &SciQLopPlotCollectionBehavior::plotAdded); + return behavior; +} + +SciQLopPlotCollectionBehavior* SciQLopPlotContainer::behavior(const QString& type_name) const +{ + return _behaviors.value(type_name, nullptr); +} + +void SciQLopPlotContainer::remove_behavior(const QString& type_name) +{ + if (_behaviors.contains(type_name)) + { + disconnect(this, &SciQLopPlotContainer::plot_list_changed, _behaviors[type_name], + &SciQLopPlotCollectionBehavior::updatePlotList); + delete _behaviors[type_name]; + _behaviors.remove(type_name); + } } void SciQLopPlotContainer::organize_plots() @@ -119,6 +154,6 @@ void SciQLopPlotContainer::organize_plots() const auto total_height = std::accumulate(std::cbegin(_sizes), std::cend(_sizes), 0); const auto per_widget_height = total_height / std::size(_sizes); std::transform(std::cbegin(_sizes), std::cend(_sizes), std::begin(_sizes), - [per_widget_height](int height) { return per_widget_height; }); + [per_widget_height](int height) { return per_widget_height; }); setSizes(_sizes); } diff --git a/src/SciQLopPlotDelegate.cpp b/src/SciQLopPlotDelegate.cpp new file mode 100644 index 0000000..467ea5e --- /dev/null +++ b/src/SciQLopPlotDelegate.cpp @@ -0,0 +1,46 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ + +#include "SciQLopPlots/Inspector/PropertiesDelegates/SciQLopPlotDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertiesDelegates/Delegates/LegendDelegate.hpp" +#include "SciQLopPlots/Inspector/PropertyDelegates.hpp" +#include "SciQLopPlots/SciQLopPlot.hpp" + +REGISTER_DELEGATE(SciQLopPlotDelegate); + +SciQLopPlot* SciQLopPlotDelegate::plot() const +{ + return as_type(m_object); +} + +SciQLopPlotDelegate::SciQLopPlotDelegate(SciQLopPlot* object, QWidget* parent) + : PropertyDelegateBase(object, parent) +{ + auto legend = object->legend(); + auto legend_delegate = new LegendDelegate(legend->is_visible(), this); + m_layout->addWidget(legend_delegate); + connect(legend_delegate, &LegendDelegate::visibility_changed, legend, + &SciQLopPlotLegendInterface::set_visible); + connect(legend, &SciQLopPlotLegendInterface::visibility_changed, legend_delegate, + &LegendDelegate::set_visible); + +} diff --git a/src/SciQLopPlotInspector.cpp b/src/SciQLopPlotInspector.cpp new file mode 100644 index 0000000..7524d1a --- /dev/null +++ b/src/SciQLopPlotInspector.cpp @@ -0,0 +1,64 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/Inspectors/SciQLopPlotInspector.hpp" +#include "SciQLopPlots/Inspector/Inspectors.hpp" +#include "SciQLopPlots/Inspector/Model/Node.hpp" +#include "SciQLopPlots/SciQLopPlot.hpp" + +REGISTER_INSPECTOR(SciQLopPlotInspector) + +QList SciQLopPlotInspector::children(QObject* obj) +{ + QList children; + if (auto plot = _plot(obj); plot) + { + for (auto c : plot->plottables()) + { + children.append(c); + } + } + return children; +} + +QObject* SciQLopPlotInspector::child(const QString& name, QObject* obj) +{ + if (auto plot = _plot(obj); plot) + { + return plot->plottable(name); + } + return nullptr; +} + +void SciQLopPlotInspector::connect_node(PlotsModelNode* node, QObject* const obj) +{ + InspectorBase::connect_node(node, obj); + if (auto plot = _plot(obj); plot) + { + connect(plot, &SciQLopPlot::graph_list_changed, node, &PlotsModelNode::update_children); + } +} + +void SciQLopPlotInspector::set_selected(QObject* obj, bool selected) +{ + if (auto plot = _plot(obj); plot) + plot->set_selected(selected); +} diff --git a/src/SciQLopPlotInterface.cpp b/src/SciQLopPlotInterface.cpp new file mode 100644 index 0000000..ff7f456 --- /dev/null +++ b/src/SciQLopPlotInterface.cpp @@ -0,0 +1,36 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ + +#include "SciQLopPlots/SciQLopPlotInterface.hpp" + +void SciQLopPlotInterface::set_selected(bool selected) noexcept +{ + if (m_selected != selected) + { + m_selected = selected; + if(selected) + this->setStyleSheet("border: 3px solid black;border-style: dashed;"); + else + this->setStyleSheet("border: 0px;"); + Q_EMIT selection_changed(selected); + } +} diff --git a/src/SciQLopPlotLegend.cpp b/src/SciQLopPlotLegend.cpp new file mode 100644 index 0000000..966a8f7 --- /dev/null +++ b/src/SciQLopPlotLegend.cpp @@ -0,0 +1,57 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2025, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ + +#include "SciQLopPlots/SciQLopPlotLegend.hpp" +#include "SciQLopPlots/Debug.hpp" +#include + +SciQLopPlotLegend::SciQLopPlotLegend(QCPLegend* legend, QObject* parent) + : SciQLopPlotLegendInterface(parent), m_legend(legend) +{ + legend->setSelectableParts(QCPLegend::spItems); +} + +bool SciQLopPlotLegend::is_visible() const +{ + return m_legend->visible(); +} + +void SciQLopPlotLegend::set_visible(bool visible) +{ + if (visible != is_visible()) + { + m_legend->setVisible(visible); + m_legend->parentPlot()->replot(QCustomPlot::rpQueuedReplot); + Q_EMIT visibility_changed(visible); + } +} + +QPointF SciQLopPlotLegend::position() const +{ + WARN_UNSUPPORTED_FUNCTIONALITY; + return QPointF(); +} + +void SciQLopPlotLegend::set_position(const QPointF&) +{ + WARN_UNSUPPORTED_FUNCTIONALITY; +} diff --git a/src/SciQLopTimeSeriesPlot.cpp b/src/SciQLopTimeSeriesPlot.cpp index 238874d..d259f72 100644 --- a/src/SciQLopTimeSeriesPlot.cpp +++ b/src/SciQLopTimeSeriesPlot.cpp @@ -27,8 +27,9 @@ SciQLopTimeSeriesPlot::SciQLopTimeSeriesPlot(QWidget* parent) : SciQLopPlot { pa date_ticker->setDateTimeFormat("yyyy/MM/dd \nhh:mm:ss.zzz"); date_ticker->setDateTimeSpec(Qt::UTC); qcp_plot()->xAxis->setTicker(date_ticker); - set_axes_to_rescale(QList { y_axis(), y2_axis() }); + set_axes_to_rescale(QList { y_axis(), y2_axis(), z_axis() }); freeze_axis(x_axis()); + x_axis()->set_is_time_axis(true); connect(this, &SciQLopTimeSeriesPlot::x_axis_range_changed, this, - &SciQLopTimeSeriesPlot::time_axis_range_changed); + &SciQLopTimeSeriesPlot::time_axis_range_changed); } diff --git a/src/SciQLopTracer.cpp b/src/SciQLopTracer.cpp index 7a68cdd..245a94d 100644 --- a/src/SciQLopTracer.cpp +++ b/src/SciQLopTracer.cpp @@ -51,15 +51,15 @@ std::string _render_value(const double value, const QCPAxis* const axis) if (duration > 60 * 60 * 24) return fmt::format("{:%Y-%m-%d %H:%M}", datetime); if (duration > 60 * 60) - return fmt::format( - "{:%H:%M:%S}", std::chrono::floor(datetime)); + return fmt::format("{:%H:%M:%S}", + std::chrono::floor(datetime)); return fmt::format("{:%M:%S}", std::chrono::floor(datetime)); } return _render_value(value); } -std::optional> _nearest_data_point( - const QPointF& pos, const QCPGraph* graph) +std::optional> _nearest_data_point(const QPointF& pos, + const QCPGraph* graph) { QCPGraphDataContainer::const_iterator it = graph->data()->constEnd(); QVariant details; @@ -75,9 +75,8 @@ std::optional> _nearest_data_point( return std::nullopt; } - -std::optional> _nearest_data_point( - const QPointF& pos, const QCPCurve* curve) +std::optional> _nearest_data_point(const QPointF& pos, + const QCPCurve* curve) { auto it = curve->data()->constEnd(); QVariant details; @@ -99,8 +98,8 @@ double _discretize(const double value, const double lower, const double upper, c return (floor((value - lower) / q) + 0.5) * q + lower; } -double _nearest_axis_value( - const double value, const QCPRange& range, const QCPAxis::ScaleType scale_type, const int count) +double _nearest_axis_value(const double value, const QCPRange& range, + const QCPAxis::ScaleType scale_type, const int count) { if (scale_type == QCPAxis::stLinear) { @@ -108,26 +107,50 @@ double _nearest_axis_value( } else // log scale { - return std::pow( - 10., _discretize(log10(value), log10(range.lower), log10(range.upper), count)); + return std::pow(10., + _discretize(log10(value), log10(range.lower), log10(range.upper), count)); } } -std::optional> _nearest_data_point( - const QPointF& pos, const QCPColorMap* colormap) +int _log_scale_index(const double value, const QCPRange& range, const int count) { + return static_cast(count * (log10(value) - log10(range.lower)) + / (log10(range.upper) - log10(range.lower))); +} + +std::optional> _nearest_data_point(const QPointF& pos, + const QCPColorMap* colormap) +{ + + const auto key = _nearest_axis_value( + colormap->keyAxis()->pixelToCoord(pos.x()), colormap->data()->keyRange(), + colormap->keyAxis()->scaleType(), colormap->data()->keySize()); + const auto value = _nearest_axis_value( + colormap->valueAxis()->pixelToCoord(pos.y()), colormap->data()->valueRange(), + colormap->valueAxis()->scaleType(), colormap->data()->valueSize()); - const auto key = _nearest_axis_value(colormap->keyAxis()->pixelToCoord(pos.x()), - colormap->data()->keyRange(), colormap->keyAxis()->scaleType(), - colormap->data()->keySize()); - const auto value = _nearest_axis_value(colormap->valueAxis()->pixelToCoord(pos.y()), - colormap->data()->valueRange(), colormap->valueAxis()->scaleType(), - colormap->data()->valueSize()); - const auto data = colormap->data()->data(key, value); + int keyIndex, valueIndex; + if (colormap->keyAxis()->scaleType() == QCPAxis::stLogarithmic) + { + keyIndex = _log_scale_index(key, colormap->data()->keyRange(), colormap->data()->keySize()); + } + else + { + colormap->data()->coordToCell(key, value, &keyIndex, nullptr); + } + if (colormap->valueAxis()->scaleType() == QCPAxis::stLogarithmic) + { + valueIndex = _log_scale_index(value, colormap->data()->valueRange(), + colormap->data()->valueSize()); + } + else + { + colormap->data()->coordToCell(key, value, nullptr, &valueIndex); + } + const auto data = colormap->data()->cell(keyIndex, valueIndex); return std::make_tuple(key, value, data); } - PlotQuadrant _quadrant(const QPointF& pos, const QCPAxisRect* axisRect) { const auto rect = axisRect->rect(); @@ -165,7 +188,6 @@ void _update_tooltip_alignment(QCPItemRichText* tooltip, const PlotQuadrant quad } // namespace _impl - TracerWithToolTip::TracerWithToolTip(QCustomPlot* parent) : m_tooltip(new QCPItemRichText(parent)), m_tracer(new SciQLopTracer(parent)) { @@ -198,12 +220,13 @@ void TracerWithToolTip::update_position(const QPointF& pos, bool replot) auto keyAxis = m_tracer->plotable()->keyAxis(); auto valueAxis = m_tracer->plotable()->valueAxis(); if (!std::isnan(m_data)) - m_tooltip->setHtml(fmt::format("x: {}
y: {}
z: {}", - _impl::_render_value(m_x, keyAxis), _impl::_render_value(m_y, valueAxis), - _impl::_render_value(m_data))); + m_tooltip->setHtml(fmt::format( + "x: {}
y: {}
z: {}", _impl::_render_value(m_x, keyAxis), + _impl::_render_value(m_y, valueAxis), _impl::_render_value(m_data))); else m_tooltip->setHtml(fmt::format("x: {}
y: {}", - _impl::_render_value(m_x, keyAxis), _impl::_render_value(m_y, valueAxis))); + _impl::_render_value(m_x, keyAxis), + _impl::_render_value(m_y, valueAxis))); if (replot) this->replot(); } @@ -275,19 +298,19 @@ double SciQLopTracer::selectTest(const QPointF& pos, bool onlySelectable, QVaria { if (clipRect().intersects( QRectF(center - QPointF(w, w), center + QPointF(w, w)).toRect())) - return qSqrt(qMin(QCPVector2D(pos).distanceSquaredToLine( - center + QPointF(-w, 0), center + QPointF(w, 0)), - QCPVector2D(pos).distanceSquaredToLine( - center + QPointF(0, -w), center + QPointF(0, w)))); + return qSqrt(qMin(QCPVector2D(pos).distanceSquaredToLine(center + QPointF(-w, 0), + center + QPointF(w, 0)), + QCPVector2D(pos).distanceSquaredToLine(center + QPointF(0, -w), + center + QPointF(0, w)))); break; } case TracerStyle::tsCrosshair: { - return qSqrt( - qMin(QCPVector2D(pos).distanceSquaredToLine(QCPVector2D(clip.left(), center.y()), - QCPVector2D(clip.right(), center.y())), - QCPVector2D(pos).distanceSquaredToLine(QCPVector2D(center.x(), clip.top()), - QCPVector2D(center.x(), clip.bottom())))); + return qSqrt(qMin( + QCPVector2D(pos).distanceSquaredToLine(QCPVector2D(clip.left(), center.y()), + QCPVector2D(clip.right(), center.y())), + QCPVector2D(pos).distanceSquaredToLine(QCPVector2D(center.x(), clip.top()), + QCPVector2D(center.x(), clip.bottom())))); } case TracerStyle::tsCircle: { @@ -425,8 +448,8 @@ void QCPAbstractPlottableDataLocator::setPosition(const QPointF& pos) } } -std::tuple QCPAbstractPlottableDataLocator::locate_data_graph( - const QPointF& pos, QCPGraph* graph) +std::tuple +QCPAbstractPlottableDataLocator::locate_data_graph(const QPointF& pos, QCPGraph* graph) { if (auto data = _impl::_nearest_data_point(pos, graph); data.has_value()) { @@ -435,8 +458,8 @@ std::tuple QCPAbstractPlottableDataLocator::locate_data_ return std::make_tuple(std::nan(""), std::nan(""), std::nan("")); } -std::tuple QCPAbstractPlottableDataLocator::locate_data_curve( - const QPointF& pos, QCPCurve* curve) +std::tuple +QCPAbstractPlottableDataLocator::locate_data_curve(const QPointF& pos, QCPCurve* curve) { if (auto data = _impl::_nearest_data_point(pos, curve); data.has_value()) { @@ -445,8 +468,8 @@ std::tuple QCPAbstractPlottableDataLocator::locate_data_ return std::make_tuple(std::nan(""), std::nan(""), std::nan("")); } -std::tuple QCPAbstractPlottableDataLocator::locate_data_colormap( - const QPointF& pos, QCPColorMap* colormap) +std::tuple +QCPAbstractPlottableDataLocator::locate_data_colormap(const QPointF& pos, QCPColorMap* colormap) { return *_impl::_nearest_data_point(pos, colormap); } diff --git a/src/TimeAxisSynchronizer.cpp b/src/TimeAxisSynchronizer.cpp index 4546c4e..9e98d03 100644 --- a/src/TimeAxisSynchronizer.cpp +++ b/src/TimeAxisSynchronizer.cpp @@ -26,7 +26,7 @@ void TimeAxisSynchronizer::_display_x_axis_only_last_plot() { auto ts_plots = only_sciqlop_timeserieplots(_plots); - for (auto* plot : ts_plots) + for (auto& plot : ts_plots) { plot->x_axis()->set_visible(false); } @@ -36,7 +36,7 @@ void TimeAxisSynchronizer::_display_x_axis_only_last_plot() } } -void TimeAxisSynchronizer::updatePlotList(const QList& plots) +void TimeAxisSynchronizer::updatePlotList(const QList>& plots) { AxisSynchronizer::updatePlotList(plots); _display_x_axis_only_last_plot(); diff --git a/src/TreeView.cpp b/src/TreeView.cpp new file mode 100644 index 0000000..3e74de0 --- /dev/null +++ b/src/TreeView.cpp @@ -0,0 +1,50 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Inspector/View/TreeView.hpp" +#include +#include + +PlotsTreeView::PlotsTreeView(QWidget* parent) : QTreeView(parent) +{ + header()->setVisible(false); + setAlternatingRowColors(true); + setSelectionMode(QAbstractItemView::SingleSelection); +} + +void PlotsTreeView::keyPressEvent(QKeyEvent* event) +{ + if (event->key() == Qt::Key_Delete) + { + QModelIndexList indexes = selectionModel()->selectedIndexes(); + for (const QModelIndex& index : indexes) + { + if (index.isValid()) + { + model()->removeRow(index.row(), index.parent()); + } + } + } + else + { + QTreeView::keyPressEvent(event); + } +} diff --git a/src/VPlotsAlign.cpp b/src/VPlotsAlign.cpp index ef38ffb..d78860f 100644 --- a/src/VPlotsAlign.cpp +++ b/src/VPlotsAlign.cpp @@ -32,62 +32,82 @@ class UnProtectedQCPAxisRect : public QCPAxisRect } }; - void VPlotsAlign::_recompute_margins() { std::size_t max_left_margin = 0UL; std::size_t max_right_pos = 1000000000UL; - for (auto p : _plots) + for (auto& _p : _plots) { - auto ar = reinterpret_cast(p->qcp_plot()->axisRect()); - std::size_t left_margin = ar->calculateAutoMargin(QCP::MarginSide::msLeft); - std::size_t cmw = 0UL; - if (p->has_colormap()) + if (auto p = qobject_cast(_p)) { - cmw = p->color_scale()->outerRect().width(); - cmw += ar->calculateAutoMargin(QCP::MarginSide::msRight); + auto ar = reinterpret_cast(p->qcp_plot()->axisRect()); + std::size_t left_margin = ar->calculateAutoMargin(QCP::MarginSide::msLeft); + std::size_t cmw = 0UL; + if (p->has_colormap()) + { + + cmw = p->color_scale()->outerRect().width(); + cmw += ar->calculateAutoMargin(QCP::MarginSide::msRight); + } + max_left_margin = std::max(max_left_margin, left_margin); + max_right_pos = std::min(max_right_pos, p->width() - cmw); } - max_left_margin = std::max(max_left_margin, left_margin); - max_right_pos = std::min(max_right_pos, p->width() - cmw); } - for (auto p : _plots) + for (auto& _p : _plots) { - auto ar = reinterpret_cast(p->qcp_plot()->axisRect()); - std::size_t new_right_margin = p->width() - max_right_pos; - if (p->has_colormap()) - { - new_right_margin -= p->color_scale()->outerRect().width(); - } - else - { - new_right_margin += p->qcp_plot()->plotLayout()->columnSpacing(); - } - auto new_margins - = QMargins(max_left_margin, ar->calculateAutoMargin(QCP::MarginSide::msTop), - new_right_margin, ar->calculateAutoMargin(QCP::MarginSide::msTop)); - if (ar->minimumMargins() != new_margins) + if (auto p = qobject_cast(_p)) { - ar->setMinimumMargins(new_margins); - p->replot(); + auto ar = reinterpret_cast(p->qcp_plot()->axisRect()); + std::size_t new_right_margin = p->width() - max_right_pos; + if (p->has_colormap()) + { + new_right_margin -= p->color_scale()->outerRect().width(); + } + else + { + new_right_margin += p->qcp_plot()->plotLayout()->columnSpacing(); + } + auto new_margins + = QMargins(max_left_margin, ar->calculateAutoMargin(QCP::MarginSide::msTop), + new_right_margin, ar->calculateAutoMargin(QCP::MarginSide::msTop)); + if (ar->minimumMargins() != new_margins) + { + ar->setMinimumMargins(new_margins); + p->replot(); + } } } } VPlotsAlign::VPlotsAlign(QObject* parent) : SciQLopPlotCollectionBehavior(parent) { } -void VPlotsAlign::updatePlotList(const QList& plots) +void VPlotsAlign::updatePlotList(const QList>& plots) { - _plots = only_sciqlopplots(plots); + SciQLopPlotCollectionBehavior::_update_plots( + plots, + [this](SciQLopPlotInterface* plot) + { + if (auto p = qobject_cast(plot)) + { + connect(p, &SciQLopPlot::y_axis_range_changed, this, + [this](SciQLopPlotRange) { _recompute_margins(); }); + connect(p, &SciQLopPlot::y2_axis_range_changed, this, + [this](SciQLopPlotRange) { _recompute_margins(); }); + connect(p, &SciQLopPlot::z_axis_range_changed, this, + [this](SciQLopPlotRange) { _recompute_margins(); }); + } + }, + [this](SciQLopPlotInterface* plot) + { + if (auto p = qobject_cast(plot)) + { + + this->disconnect(p); + } + }); if (!_plots.isEmpty()) { _recompute_margins(); } - for (auto p : _plots) - { - connect(p, &SciQLopPlot::y_axis_range_changed, this, - [this](SciQLopPlotRange) { _recompute_margins(); }); - connect(p, &SciQLopPlot::y2_axis_range_changed, this, - [this](SciQLopPlotRange) { _recompute_margins(); }); - } } diff --git a/src/XAxisSynchronizer.cpp b/src/XAxisSynchronizer.cpp index 5a88542..03e2627 100644 --- a/src/XAxisSynchronizer.cpp +++ b/src/XAxisSynchronizer.cpp @@ -25,9 +25,10 @@ void XAxisSynchronizer::_display_x_axis_only_last_plot() { - for (auto* plot : _plots) + for (auto& plot : _plots) { - plot->x_axis()->set_visible(false); + if (!plot.isNull()) + plot->x_axis()->set_visible(false); } if (!_plots.isEmpty()) { @@ -35,8 +36,13 @@ void XAxisSynchronizer::_display_x_axis_only_last_plot() } } -void XAxisSynchronizer::updatePlotList(const QList& plots) +void XAxisSynchronizer::updatePlotList(const QList>& plots) { AxisSynchronizer::updatePlotList(plots); _display_x_axis_only_last_plot(); } + +void XAxisSynchronizer::plotAdded(SciQLopPlotInterface *plot) +{ + AxisSynchronizer::plotAdded(plot); +} diff --git a/src/icons.cpp b/src/icons.cpp new file mode 100644 index 0000000..4c53528 --- /dev/null +++ b/src/icons.cpp @@ -0,0 +1,63 @@ +/*------------------------------------------------------------------------------ +-- This file is a part of the SciQLop Software +-- Copyright (C) 2024, Plasma Physics Laboratory - CNRS +-- +-- This program is free software; you can redistribute it and/or modify +-- it under the terms of the GNU General Public License as published by +-- the Free Software Foundation; either version 2 of the License, or +-- (at your option) any later version. +-- +-- This program is distributed in the hope that it will be useful, +-- but WITHOUT ANY WARRANTY; without even the implied warranty of +-- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +-- GNU General Public License for more details. +-- +-- You should have received a copy of the GNU General Public License +-- along with this program; if not, write to the Free Software +-- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA +-------------------------------------------------------------------------------*/ +/*-- Author : Alexis Jeandet +-- Mail : alexis.jeandet@member.fsf.org +----------------------------------------------------------------------------*/ +#include "SciQLopPlots/Icons/icons.hpp" +#include +#include +#include + +Icons::Icons(QObject* parent) : QObject(parent) +{ + m_icons[""] = QIcon(); + for (const auto& entry : QDir(":/icons/theme").entryInfoList(QDir::Files)) + { + m_icons[entry.fileName()] = QIcon(entry.filePath()); + m_icons[entry.baseName()] = QIcon(entry.filePath()); + m_icons[entry.filePath()] = QIcon(entry.filePath()); + } +} + +const QIcon& Icons::get_icon(const QString& name) +{ + if (!instance()->m_icons.contains(name)) + { + if (!QFile::exists(name)) + return instance()->m_icons[""]; + instance()->m_icons[name] = QIcon(name); + } + return instance()->m_icons[name]; +} + +void Icons::add_icon(const QString& name, const QIcon& icon, const QStringList& aliases) +{ + instance()->m_icons[name] = icon; + for (const auto& alias : aliases) + { + instance()->m_icons[alias] = icon; + } +} + +Q_APPLICATION_STATIC(Icons, _icons); + +Icons* Icons::instance() +{ + return _icons(); +} diff --git a/subprojects/fmt.wrap b/subprojects/fmt.wrap index 42b6159..89661cc 100644 --- a/subprojects/fmt.wrap +++ b/subprojects/fmt.wrap @@ -1,13 +1,13 @@ [wrap-file] -directory = fmt-11.0.1 -source_url = https://github.com/fmtlib/fmt/archive/11.0.1.tar.gz -source_filename = fmt-11.0.1.tar.gz -source_hash = 7d009f7f89ac84c0a83f79ed602463d092fbf66763766a907c97fd02b100f5e9 -patch_filename = fmt_11.0.1-1_patch.zip -patch_url = https://wrapdb.mesonbuild.com/v2/fmt_11.0.1-1/get_patch -patch_hash = 0a8b93d1ee6d84a82d3872a9bfb4c3977d8a53f7f484d42d1f7ed63ed496d549 -source_fallback_url = https://github.com/mesonbuild/wrapdb/releases/download/fmt_11.0.1-1/fmt-11.0.1.tar.gz -wrapdb_version = 11.0.1-1 +directory = fmt-11.1.1 +source_url = https://github.com/fmtlib/fmt/archive/11.1.1.tar.gz +source_filename = fmt-11.1.1.tar.gz +source_hash = 482eed9efbc98388dbaee5cb5f368be5eca4893456bb358c18b7ff71f835ae43 +patch_filename = fmt_11.1.1-2_patch.zip +patch_url = https://wrapdb.mesonbuild.com/v2/fmt_11.1.1-2/get_patch +patch_hash = eee2e90d5d43061a0a1f0b9f8eb188c5b8820ef3e1b15e4b8a4eb791ef82b325 +source_fallback_url = https://github.com/mesonbuild/wrapdb/releases/download/fmt_11.1.1-2/fmt-11.1.1.tar.gz +wrapdb_version = 11.1.1-2 [provide] fmt = fmt_dep diff --git a/subprojects/qcustomplot.wrap b/subprojects/qcustomplot.wrap new file mode 100644 index 0000000..22dec51 --- /dev/null +++ b/subprojects/qcustomplot.wrap @@ -0,0 +1,7 @@ +[wrap-git] +url = https://github.com/jeandet/QCustomPlot.git +revision = v2.1.1-meson +depth = 1 + +[provide] +qcustomplot = QCustomPlot_dep diff --git a/subprojects/tracy.wrap b/subprojects/tracy.wrap new file mode 100644 index 0000000..eb13e77 --- /dev/null +++ b/subprojects/tracy.wrap @@ -0,0 +1,7 @@ +[wrap-git] +url = https://github.com/wolfpld/tracy.git +revision = HEAD +depth = 1 + +[provide] +tracy = tracy_dep diff --git a/tests/manual-tests/All/main.py b/tests/manual-tests/All/main.py old mode 100644 new mode 100755 index ac9758f..ce703ce --- a/tests/manual-tests/All/main.py +++ b/tests/manual-tests/All/main.py @@ -1,8 +1,10 @@ -from SciQLopPlots import SciQLopPlot, MultiPlotsVerticalSpan,SciQLopMultiPlotPanel, SciQLopVerticalSpan, \ - SciQLopTimeSeriesPlot, GraphType, PlotType, AxisType, SciQLopPlotRange -from PySide6.QtWidgets import QMainWindow, QApplication, QScrollArea,QWidget, QVBoxLayout, QTabWidget, QDockWidget -from PySide6.QtGui import QPen, QColorConstants, QColor, QBrush -from PySide6.QtCore import Qt, QTimer, QObject, QThread, Signal +from SciQLopPlots import (SciQLopPlot, MultiPlotsVerticalSpan,SciQLopMultiPlotPanel, SciQLopVerticalSpan, + SciQLopTimeSeriesPlot, GraphType, PlotType, AxisType, SciQLopPlotRange, PlotsModel, + InspectorView, SciQLopPixmapItem, + Coordinates) +from PySide6.QtWidgets import QMainWindow, QApplication, QScrollArea,QWidget, QVBoxLayout, QTabWidget, QDockWidget, QTreeView +from PySide6.QtGui import QPen, QColorConstants, QColor, QBrush, QPixmap +from PySide6.QtCore import Qt, QTimer, QObject, QThread, Signal, QRectF import sys, os import math import numpy as np @@ -39,8 +41,8 @@ def make_plot(parent, time_axis=False): return plot def add_graph(plot, time_axis=False, offset=0.): - start, stop = plot.x_axis().range() - x=np.arange(start=start, stop=stop, dtype=np.float64) + r = plot.x_axis().range() + x=np.arange(start=r.start(), stop=r.stop(), dtype=np.float64) y=np.cos(np.array([x/6.,x/60.,x/600.])) * np.cos(np.array([x,x/6.,x/60.])) * [[100.],[1300],[17000]] y+=offset y=np.array(y.T, copy=True) @@ -70,7 +72,7 @@ def add_colormap(plot, time_axis=False): sig = np.cos(np.arange(NPOINTS*64, dtype=np.float64)*6.28/(NPOINTS*10)).reshape(NPOINTS,64) z = (v_mod * sig * h_mod + noise) z = (z*sig)/(z + 1) - return plot.plot(x,y,z, labels = "Cmap", y_log_scale=True, z_log_scale=True) + return plot.plot(x,y,z, name = "Cmap", y_log_scale=True, z_log_scale=True) class SimpleGraph(QWidget): @@ -89,6 +91,7 @@ def __init__(self,parent): self.plot = make_plot(self) self.setLayout(QVBoxLayout()) self.layout().addWidget(self.plot) + self.pix = SciQLopPixmapItem(self.plot, QPixmap("://icons/SciQLop.png"), QRectF(-1, -1, 2, 2), True, Coordinates.Data) self.curve = add_curve(self.plot) class TimeSerieGraph(QWidget): @@ -167,19 +170,21 @@ def fft(x, y, fft_size=2**12): if x is None or y is None: return np.array([]), np.array([]) y = y[:, -1] - spec = np.zeros(fft_size, dtype='complex128') + freq = np.fft.rfftfreq(fft_size, x[1]-x[0]) + spec = np.zeros(len(freq), dtype='complex128') han = np.hanning(fft_size) nw = len(y)//fft_size - if nw != 0: - for i in range(nw): - y_w = y[i*fft_size:(i+1)*fft_size] - y_w = y_w-np.mean(y_w) - y_w = y_w*han - spec += (np.fft.fft(y_w)/len(y_w))**2 - spec = np.abs(np.sqrt(spec/nw)) - freq = np.fft.fftfreq(len(spec), x[1]-x[0])[1:len(spec)//2] - spec = spec[1:len(spec)//2] - return freq, spec + try: + if nw != 0: + for i in range(nw): + y_w = y[i*fft_size:(i+1)*fft_size] + y_w = y_w-np.mean(y_w) + y_w = y_w*han + spec += (np.fft.rfft(y_w)/len(y_w))**2 + spec = np.abs(np.sqrt(spec/nw)) + return freq, spec + except Exception as e: + print(f"Error: {e}") class TsAndFFT(SciQLopMultiPlotPanel): def __init__(self,parent): @@ -195,15 +200,16 @@ def __init__(self,parent): class RealTimeAudio(SciQLopMultiPlotPanel): class AudioDataProducer(QThread): - update_signal = Signal(np.ndarray, np.ndarray) - def __init__(self,parent=None, size=2**10): + update_signal = Signal(object, object) + def __init__(self,parent=None, size=2**10, sample_rate=48000): super().__init__(parent) self.moveToThread(self) try: import sounddevice as sd self._sd = sd - sd.default.samplerate = 44100 + sd.default.samplerate = sample_rate sd.default.channels = 1 + #sd.default.device = 'pipewire' self._size = size self.x = np.arange(self._size, dtype=np.float64) self.index = 0 @@ -224,18 +230,47 @@ def run(self): while True: self.sleep(1) - - def __init__(self,parent): + class AudioSpectrogram: + def __init__(self, size, fft_size, sample_rate, roll=True): + self._size = size + self._x = np.arange(size, dtype=np.float64) + self._y = np.fft.rfftfreq(fft_size, 1./sample_rate) + self._cutof = np.where(self._y>20000)[0][0] + self._y = self._y[:self._cutof] + self._z = np.zeros((size,len(self._y)), dtype=np.float64) + self._last_x = len(self._z)-1 + self._roll = roll + + def __call__(self, x, y, *args): + try: + self._z[self._last_x] = y[:self._cutof] + if self._roll: + self._z = np.roll(self._z, -1, axis=0) + else: + self._last_x = (self._last_x + 1) % self._size + return self._x, self._y, self._z + except Exception as e: + print(f"Error: {e}") + return None + + def _update_data(self, x, y): + self._graph.set_data(x, y) + + def __init__(self, parent): SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) (self._plot,self._graph) = self.plot(np.arange(10)*1., np.arange(10)*1.,labels=["Audio"], colors=[QColorConstants.Blue]) - size = 2**10 - plot, _ = self.plot(lambda x,y:fft(x,y,size),index=0,labels=["FFT"], colors=[QColorConstants.Red], sync_with=self._graph) + size = 2**12 + sample_rate = 192000 + plot, self._fft_graph = self.plot(lambda x,y:fft(x,y,size),index=0,labels=["FFT"], colors=[QColorConstants.Red], sync_with=self._graph) plot.x_axis().set_log(True) plot.x_axis().set_range(0.01, 1) plot.y_axis().set_log(True) plot.y_axis().set_range(1., 1e-4) - self._data_producer = RealTimeAudio.AudioDataProducer(size=size) - self._data_producer.update_signal.connect(lambda x,y: self._graph.set_data(x,y)) + self._audio_spec = RealTimeAudio.AudioSpectrogram(300,size,sample_rate) + plot, _ = self.plot(self._audio_spec, name="Spectrogram",graph_type=GraphType.ColorMap, plot_type=PlotType.BasicXY, sync_with=self._fft_graph,y_log_scale=False,z_log_scale=True) + self._data_producer = RealTimeAudio.AudioDataProducer(size=size, sample_rate=sample_rate) + + self._data_producer.update_signal.connect(self._update_data) diff --git a/tests/manual-tests/DragNDrop/main.py b/tests/manual-tests/DragNDrop/main.py new file mode 100644 index 0000000..fd5dd34 --- /dev/null +++ b/tests/manual-tests/DragNDrop/main.py @@ -0,0 +1,74 @@ +from SciQLopPlots import SciQLopPlot, \ + MultiPlotsVerticalSpan ,SciQLopMultiPlotPanel, SciQLopVerticalSpan, \ + SciQLopTimeSeriesPlot, PlotType, AxisType, GraphType, PlotDragNDropCallback +from PySide6.QtWidgets import QMainWindow, QApplication, QListWidget ,QWidget, QSplitter, QHBoxLayout, QTabWidget, QDockWidget +from PySide6.QtGui import QColorConstants +from PySide6.QtCore import Qt, QMimeData +import sys, os +import numpy as np +from datetime import datetime, timezone +import threading +from typing import Dict, Any + +sys.path.append(os.path.join(os.path.dirname(__file__), "..")) +from common import MainWindow + + +os.environ['QT_API'] = 'PySide6' + +class DNDSource(QListWidget): + def __init__(self, parent=None): + super().__init__(parent) + self.addItems(["Cos", "Sin", "Rand"]) + self.setDragEnabled(True) + + def mimeData(self, items): + mime_data = QMimeData() + mime_data.setData("text/plain", (";".join([item.text() for item in items])).encode()) + return mime_data + + +class MyCallback(PlotDragNDropCallback): + def __init__(self,parent, source): + super().__init__("text/plain", True, parent) + self.source = source + + def call(self, plot, mime_data:QMimeData): + print(f"Called with plot {plot}, {mime_data}") + data = mime_data.data("text/plain").data().decode() + print(data) + x = np.linspace(0, 2*np.pi, 100) + if data == "Cos": + plot.plot(x, np.cos(x), labels=["cos"], colors=[QColorConstants.DarkGreen]) + elif data == "Sin": + plot.plot(x, np.sin(x), labels=["sin"], colors=[QColorConstants.DarkBlue]) + elif data == "Rand": + plot.plot(x, np.random.rand(len(x)), labels=["rand"], colors=[QColorConstants.DarkRed]) + + + +class DNDTarget(SciQLopMultiPlotPanel): + def __init__(self, parent=None, source=None): + super().__init__(parent,synchronize_x=False, synchronize_time=True) + self._callback = MyCallback(self, source=source) + self.add_accepted_mime_type(self._callback) + + +class DNDTest(QSplitter): + def __init__(self, parent=None): + super().__init__(parent) + self.setAcceptDrops(True) + self.source = DNDSource(self) + self.addWidget(self.source) + self.target = DNDTarget(self, source=self.source) + self.addWidget(self.target) + + +if __name__ == '__main__': + QApplication.setAttribute(Qt.AA_UseDesktopOpenGL, True) + QApplication.setAttribute(Qt.AA_ShareOpenGLContexts, True) + app = QApplication(sys.argv) + w = MainWindow() + w.add_tab(DNDTest(w), "DND Test") + w.show() + app.exec() diff --git a/tests/manual-tests/ForProfiling/main.py b/tests/manual-tests/ForProfiling/main.py new file mode 100755 index 0000000..3d1c57d --- /dev/null +++ b/tests/manual-tests/ForProfiling/main.py @@ -0,0 +1,116 @@ +from SciQLopPlots import SciQLopPlot, MultiPlotsVerticalSpan,SciQLopMultiPlotPanel, SciQLopVerticalSpan, \ + SciQLopTimeSeriesPlot, GraphType, PlotType, AxisType, SciQLopPlotRange, PlotsModel, InspectorView +from PySide6.QtWidgets import QMainWindow, QApplication, QScrollArea,QWidget, QVBoxLayout, QTabWidget, QDockWidget, QTreeView +from PySide6.QtGui import QPen, QColorConstants, QColor, QBrush +from PySide6.QtCore import Qt, QTimer, QObject, QThread, Signal +import sys, os +import math +import numpy as np +from datetime import datetime +from types import SimpleNamespace +import humanize + +from qtconsole.rich_jupyter_widget import RichJupyterWidget +from qtconsole.inprocess import QtInProcessKernelManager + +os.environ['QT_API'] = 'PySide6' + +sys.path.append(os.path.join(os.path.dirname(__file__), "..")) +from common import MainWindow + + + +def fft(x, y, fft_size=2**12): + if x is None or y is None: + return np.array([]), np.array([]) + try: + freq = np.fft.rfftfreq(fft_size, x[1]-x[0]) + spec = np.zeros(len(freq), dtype='complex128') + han = np.hanning(fft_size) + nw = len(y)//fft_size + if nw != 0: + for i in range(nw): + y_w = y[i*fft_size:(i+1)*fft_size] + y_w = y_w-np.mean(y_w) + y_w = y_w*han + spec += (np.fft.rfft(y_w)/len(y_w))**2 + spec = np.abs(np.sqrt(spec/nw)) + return freq, spec + except Exception as e: + print(f"Error: {e}") + print(f"line: {sys.exc_info()[-1].tb_lineno}") + + +class RealTime(SciQLopMultiPlotPanel): + class DataProducer(QThread): + update_signal = Signal(object, object) + def __init__(self,parent=None, size=2**10): + super().__init__(parent) + self.moveToThread(self) + self._gen_size = size * 16 + gen_x = np.arange(self._gen_size, dtype=np.float64) + self._size = size + self._x = np.arange(size, dtype=np.float64) + noise = np.random.rand(self._gen_size)*20. + self._base = np.cos(gen_x/180.+noise) * (np.cos(gen_x**2/18.**2+noise) * np.cos(gen_x/90.) * 100. + np.sin(gen_x/50.) * 50. +noise) + self._index = 0 + self.start() + + def run(self): + while True: + self._index += 5 + self._index %= (len(self._base)-self._size) + self.update_signal.emit(self._x, self._base[self._index:self._index+self._size]) + self.msleep(1) + + class Spectrogram: + def __init__(self, size, fft_size, roll=True): + sample_rate = 1. + self._size = size + self._x = np.arange(size, dtype=np.float64) + self._freq = np.fft.rfftfreq(fft_size, sample_rate) + self._z = np.zeros((size,len(self._freq)), dtype=np.float64) + self._last_x = len(self._z)-1 + self._roll = roll + + def __call__(self, x, y, *args): + try: + self._z[self._last_x] = y + if self._roll: + self._z = np.roll(self._z, -1, axis=0) + else: + self._last_x = (self._last_x + 1) % self._size + return self._x, self._freq, self._z + except Exception as e: + print(f"Error: {e}") + print(f"line: {sys.exc_info()[-1].tb_lineno}") + return None + + def _update_data(self, x, y): + self._graph.set_data(x, y) + + def __init__(self, parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + (self._plot,self._graph) = self.plot(np.arange(10)*1., np.arange(10)*1.,labels=["Audio"], colors=[QColorConstants.Blue]) + size = 2**10 + plot, self._fft_graph = self.plot(lambda x,y:fft(x,y,size),index=0,labels=["FFT"], colors=[QColorConstants.Red], sync_with=self._graph) + plot.x_axis().set_log(True) + plot.x_axis().set_range(0.01, 1) + plot.y_axis().set_log(True) + plot.y_axis().set_range(1., 1e-4) + self._spec = RealTime.Spectrogram(500,size) + plot, _ = self.plot(self._spec, name="Spectrogram",graph_type=GraphType.ColorMap, plot_type=PlotType.BasicXY, sync_with=self._fft_graph,y_log_scale=False,z_log_scale=True) + self._data_producer = RealTime.DataProducer(size=size) + + self._data_producer.update_signal.connect(self._update_data, Qt.QueuedConnection) + + + +if __name__ == '__main__': + QApplication.setAttribute(Qt.AA_UseDesktopOpenGL, True) + QApplication.setAttribute(Qt.AA_ShareOpenGLContexts, True) + app = QApplication(sys.argv) + w = MainWindow() + w.add_tab(RealTime(w), "RealTime") + w.show() + app.exec() diff --git a/tests/manual-tests/MicroSciQLop/main.py b/tests/manual-tests/MicroSciQLop/main.py index 96d6a5e..69df1d0 100644 --- a/tests/manual-tests/MicroSciQLop/main.py +++ b/tests/manual-tests/MicroSciQLop/main.py @@ -1,6 +1,6 @@ from SciQLopPlots import SciQLopPlot, \ MultiPlotsVerticalSpan ,SciQLopMultiPlotPanel, SciQLopVerticalSpan, \ - SciQLopTimeSeriesPlot, PlotType, AxisType + SciQLopTimeSeriesPlot, PlotType, AxisType, GraphType from PySide6.QtWidgets import QMainWindow, QApplication, QScrollArea,QWidget, QVBoxLayout, QTabWidget, QDockWidget from PySide6.QtGui import QColorConstants from PySide6.QtCore import Qt @@ -47,7 +47,7 @@ def __setattr__(self, key, value): exit() -def spz_get_data(start, stop): +def mms1_fgm_b_gse_srvy_l2(start, stop): try: v=spz.get_data(spz.inventories.tree.cda.MMS.MMS1.FGM.MMS1_FGM_SRVY_L2.mms1_fgm_b_gse_srvy_l2, start, stop) if v is None: @@ -59,6 +59,29 @@ def spz_get_data(start, stop): print(f"Error: {e}") return None +def speasy_spectro(product, start, stop, invert_y=False): + try: + v=spz.get_data(product, start, stop) + if v is None: + return None + x=(v.time.astype(np.int64)/1e9).astype(np.float64) + if invert_y: + return x, v.axes[1].values.astype(np.float64)[::-1].copy() ,v.values.astype(np.float64)[:,::-1].copy() + return x, v.axes[1].values.astype(np.float64) ,v.values.astype(np.float64) + except Exception as e: + print(f"Error: {e}") + return None + +def mms1_edp_hmfe_dsl_brst_l2(start, stop): + try: + v=spz.get_data(spz.inventories.tree.cda.MMS.MMS1.ADP_SDP.MMS1_EDP_BRST_L2_HMFE.mms1_edp_hmfe_dsl_brst_l2, start, stop) + if v is None: + return None + x=(v.time.astype(np.int64)/1e9).astype(np.float64) + return x, v.values.astype(np.float64) + except Exception as e: + print(f"Error: {e}") + return None class Spectrum: def __init__(self, fft_size): @@ -89,18 +112,62 @@ def __call__(self, x, y): class MMS(SciQLopMultiPlotPanel): def __init__(self,parent): SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) - _, graph = self.plot(spz_get_data, + self.plot(lambda start, stop: speasy_spectro('cda/MMS1_FPI_FAST_L2_DIS-MOMS/mms1_dis_energyspectr_omni_fast', start, stop), + name="mms1_dis_energyspectr_omni_fast", + graph_type=GraphType.ColorMap, + plot_type=PlotType.TimeSeries, + y_log_scale=True, + z_log_scale=True) + _, graph = self.plot(mms1_fgm_b_gse_srvy_l2, labels=['Bx GSE', 'By GSE', 'Bz GSE', 'Bt'], colors=[QColorConstants.Red, QColorConstants.Green, QColorConstants.Blue, QColorConstants.Black], plot_type=PlotType.TimeSeries) self._fft = Spectrum(2**9) - p,_=self.plot(self._fft, index=0, labels=['Spectrum'], colors=[QColorConstants.Red], plot_type=PlotType.BasicXY, sync_with=graph) + p,_=self.plot(self._fft, index=1, labels=['Spectrum'], colors=[QColorConstants.Red], plot_type=PlotType.BasicXY, sync_with=graph) p.x_axis().set_log(True) p.x_axis().set_range(0.1, 2) p.y_axis().set_log(True) p.y_axis().set_range(1., 1e-4) self.set_time_axis_range(datetime(2019,2,17,12,33,0,0,timezone.utc), datetime(2019,2,17,12,34,0,0,timezone.utc)) +class MMS_Spectro_Only(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + self.plot(lambda start, stop: speasy_spectro('cda/MMS1_FPI_FAST_L2_DIS-MOMS/mms1_dis_energyspectr_omni_fast', start, stop), + name="mms1_dis_energyspectr_omni_fast", + graph_type=GraphType.ColorMap, + plot_type=PlotType.TimeSeries, + y_log_scale=True, + z_log_scale=True) + self.plot(lambda start, stop: speasy_spectro('cda/MMS1_FPI_BRST_L2_DIS-MOMS/mms1_dis_energyspectr_omni_brst', start, stop), + name="mms1_dis_energyspectr_omni_brst", + graph_type=GraphType.ColorMap, + plot_type=PlotType.TimeSeries, + y_log_scale=True, + z_log_scale=True) + self.set_time_axis_range(datetime(2019,2,17,12,33,0,0,timezone.utc), datetime(2019,2,17,12,34,0,0,timezone.utc)) + +class MMS_edp_hmfe(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + _, graph = self.plot(mms1_edp_hmfe_dsl_brst_l2, + labels=['Ex', 'Ey', 'Ez'], + colors=[QColorConstants.Red, QColorConstants.Green, QColorConstants.Blue], + plot_type=PlotType.TimeSeries) + + self.set_time_axis_range(datetime(2023,10,20,7,0,0,0,timezone.utc), datetime(2023,10,20,9,0,0,0,timezone.utc)) + +class Maven_swia_spectra_diff_en_fluxes(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + self.plot(lambda start, stop: speasy_spectro('cda/MVN_SWI_L2_ONBOARDSVYSPEC/spectra_diff_en_fluxes', start, stop, True), + name="spectra_diff_en_fluxes", + graph_type=GraphType.ColorMap, + plot_type=PlotType.TimeSeries, + y_log_scale=True, + z_log_scale=True) + + self.set_time_axis_range(datetime(2022,2,13,0,0,0,0,timezone.utc), datetime(2022,2,14,0,0,0,0,timezone.utc)) if __name__ == '__main__': from speasy.core.cache import _cache @@ -110,5 +177,8 @@ def __init__(self,parent): app = QApplication(sys.argv) w = MainWindow() w.add_tab(MMS(w), "MMS") + w.add_tab(MMS_Spectro_Only(w), "MMS Spectro Only") + w.add_tab(MMS_edp_hmfe(w), "MMS EDP HMFE") + w.add_tab(Maven_swia_spectra_diff_en_fluxes(w), "Maven SWIA Spectra Diff En Fluxes") w.show() app.exec() diff --git a/tests/manual-tests/Products/main.py b/tests/manual-tests/Products/main.py new file mode 100644 index 0000000..07fa449 --- /dev/null +++ b/tests/manual-tests/Products/main.py @@ -0,0 +1,57 @@ +from SciQLopPlots import SciQLopPlot, SciQLopMultiPlotPanel, ProductsModel, Icons, ProductsModelNode, ProductsModelNodeType, ProductsView, ParameterType +from PySide6.QtWidgets import QMainWindow, QApplication +from PySide6.QtCore import Qt +import sys +import os +import json + +os.environ['QT_API'] = 'PySide6' + +sys.path.append(os.path.join(os.path.dirname(__file__), "..")) +from common import MainWindow + +__HERE__ = os.path.dirname(__file__) + + +def filter_metadata(json_node): + meta = {} + for k, v in json_node.items(): + if k.startswith("__spz_"): + continue + if not isinstance(v, dict): + meta[k] = v + return meta + +def filter_children(json_node): + children = {} + for k, v in json_node.items(): + if isinstance(v, dict): + children[k] = v + return children + +def load_node(path, json_node): + if json_node["__spz_type__"] == "ParameterIndex": + node = ProductsModelNode(json_node["__spz_uid__"],"", filter_metadata(json_node), ProductsModelNodeType.PARAMETER, ParameterType.Multicomponents, "", None) + else: + node = ProductsModelNode(json_node["__spz_uid__"], filter_metadata(json_node), "folder_open") + + ProductsModel.instance().add_node(path, node) + for k, v in filter_children(json_node).items(): + load_node(path + [k], v) + +def load_products(): + with open(os.path.join(__HERE__, "products.json")) as f: + products = json.load(f) + load_node([], products) + + +if __name__ == '__main__': + QApplication.setAttribute(Qt.AA_UseDesktopOpenGL, True) + QApplication.setAttribute(Qt.AA_ShareOpenGLContexts, True) + app = QApplication(sys.argv) + w = MainWindow() + w.add_tab(ProductsView(w), "Products") + load_products() + + w.show() + app.exec() diff --git a/tests/manual-tests/Products/products.json b/tests/manual-tests/Products/products.json new file mode 100644 index 0000000..01bc32f --- /dev/null +++ b/tests/manual-tests/Products/products.json @@ -0,0 +1 @@ +{"Catalogs": {"SharedCatalogs": {"BepiColombo_Cruise_Science_WG": {"BepiCoordObs_Windows_of_Opportunities": {"__spz_name__": "BepiCoordObs_Windows_of_Opportunities", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_21", "created": "2020-07-03T14:48:14", "description": " BepiColombo coordinated observations catalogue is made in the framework of the ESA/JAXA working group: \"BepiColombo's cruise phase coordinated observations\". It includes potential windows of opportunities for coordinated measurements with different spacecraft in the inner and outer heliosphere from 01/10/2020 until 31/12/2025. The spacecraft comprise of BepiColombo (Bepi), Solar Orbiter (SolO), Parker Solar Probe (PSP), Stereo A and Juice. In addition to these missions, planets were also added: Venus, Earth, Mars and Jupiter. This investigation was done using AMDA's \"Data Mining\" and \"Statistics\" tools. The latest kernels for the objects ephemeris were used at the time the catalogue was generated (june 2020).\n \n Columns of the catalogue are:\n \n Start_time End_time Geometry Spacecraft SolarWind_speed BepiColombo_flybys SolarOrbiter_flybys Juice_flybys min_bepi_r_sun max_bepi_r_sun avg_bepi_r_sun min_bepi_lon_hee max_bepi_lon_hee avg_bepi_lon_hee min_bepi_lat_hee max_bepi_lat_hee avg_bepi_lat_hee min_so_r_sun max_so_r_sun avg_so_r_sun min_so_lon_hee max_so_lon_hee avg_so_lon_hee min_so_lat_hee max_so_lat_hee avg_so_lat_hee min_psp_r_sun max_psp_r_sun avg_psp_r_sun min_psp_lon_hee max_psp_lon_hee avg_psp_lon_hee min_psp_lat_hee max_psp_lat_hee avg_psp_lat_hee min_sta_r_hee max_sta_r_hee avg_sta_r_hee min_sta_lon_hee max_sta_lon_hee avg_sta_lon_hee min_sta_lat_hee max_sta_lat_hee avg_sta_lat_hee min_juice_cruise_r max_juice_cruise_r avg_juice_cruise_r min_juice_cruise_lon_hee max_juice_cruise_lon_hee avg_juice_cruise_lon_hee min_juice_cruise_lat_hee max_juice_cruise_lat_hee avg_juice_cruise_lat_hee min_r_venus max_r_venus avg_r_venus min_venus_lon_hee max_venus_lon_hee avg_venus_lon_hee min_venus_lat_hee max_venus_lat_hee avg_venus_lat_hee min_r_earth max_r_earth avg_r_earth min_earth_lon_hee max_earth_lon_hee avg_earth_lon_hee min_earth_lat_hee max_earth_lat_hee avg_earth_lat_hee min_r_mars max_r_mars avg_r_mars min_mars_lon_hee max_mars_lon_hee avg_mars_lon_hee min_mars_lat_hee max_mars_lat_hee avg_mars_lat_hee min_r_jupiter max_r_jupiter avg_r_jupiter min_jupiter_lon_hee max_jupiter_lon_hee avg_jupiter_lon_hee min_jupiter_lat_hee max_jupiter_lat_hee avg_jupiter_lat_hee", "id": "sharedcatalog_21", "is_public": "True", "name": "BepiCoordObs_Windows_of_Opportunities", "nbIntervals": "1174", "nbParam": "87", "sharedBy": "genot", "sharedDate": "2020-07-03T14:48:41+00:00", "surveyStart": "2020-09-01T00:00:00", "surveyStop": "2025-10-30T18:30:00", "xmlid": "sharedcatalog_21"}, "__spz_name__": "BepiColombo_Cruise_Science_WG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "BepiColombo_Cruise_Science_WG_catalog", "is_public": "True", "name": "BepiColombo_Cruise_Science_WG", "xmlid": "BepiColombo_Cruise_Science_WG_catalog"}, "EARTH": {"Dst_Ji2012": {"__spz_name__": "Dst_Ji2012", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_38", "contact": "vincent.genot@irap.omp.eu", "created": "2022-10-18T12:59:13.000000", "description": "Catalogue from Ji et al., 2012 J. Geophys. Res., 117, A03209\nhttps://doi.org/10.1029/2011JA016872\n\nThe start times are defined as the times when there were noticeable decrease of Dst values after the corresponding interplanetary shocks (Storm Sudden Commencements, SSC) by checking the variation of the solar wind data (velocity, density, and magnetic field). The end times are defined as the times when the Dst just recovers to above \u221250 nT after the minimum Dst.\n\nDst min values are in nT.\nAbbreviations are sMC, MC preceded by a fast shock; SH, sheath field; CIR, corotating interaction region; nonMC, ICME that does not show the signature of a magnetic cloud.", "id": "sharedcatalog_38", "is_public": "True", "name": "Dst_Ji2012", "nbIntervals": "63", "nbParam": "2", "sharedBy": "genot", "sharedDate": "2022-10-18T13:07:27+00:00", "surveyStart": "1998-02-17T12:00:00", "surveyStop": "2006-12-16T03:00:00", "xmlid": "sharedcatalog_38"}, "Dst_Li2020": {"__spz_name__": "Dst_Li2020", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_36", "contact": "vincent.genot@irap.omp.eu", "created": "2022-10-18T10:47:53.000000", "description": "Catalogue from Dongni Li and Shuo Yao 2020 ApJ 891 79\nhttps://doi.org/10.3847/1538-4357/ab7197\n\nStart Time corresponds to the Main phase start time\nStop Time corresponds to the Recovery phase end time\n\nColumns are:\n- ICME start time\n- Magnetic clouds? (Y)es or (N)o\n- Carbon Cold? (Y)es or (N)o\n- Helium enhanced? (Y)es or (N)o\n- Magnetic field z component minimum (nT)\n- Dst index minimum time\n- Dst minimum value (nT)\n\nOriginal catalogue is at https://cfn-live-content-bucket-iop-org.s3.amazonaws.com/journals/0004-637X/891/1/79/revision1/apjab7197t2_mrt.txt?AWSAccessKeyId=AKIAYDKQL6LTV7YY2HIK&Expires=1666616600&Signature=nsKncw9FH%2Fdyh67B6nEmW9Su5b8%3D", "id": "sharedcatalog_36", "is_public": "True", "name": "Dst_Li2020", "nbIntervals": "95", "nbParam": "7", "sharedBy": "genot", "sharedDate": "2022-10-18T13:06:58+00:00", "surveyStart": "1998-03-04T12:30:00", "surveyStop": "2011-08-08T08:30:00", "xmlid": "sharedcatalog_36"}, "Dst_Lu2016": {"__spz_name__": "Dst_Lu2016", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_37", "contact": "vincent.genot@irap.omp.eu", "created": "2022-10-18T11:58:55.000000", "description": "Catalogue from Lu et al., PSS, Volume 120, January 2016, p.48-55\nhttps://doi.org/10.1016/j.pss.2015.11.004\n\nThe start time is determined by checking the significant decrease of Dst value from a relatively stable state. The end time is determined by checking the Dst value rising above \u221250 nT after the minimum Dst.\n\nColumn is:\n- Dst minimum value (nT)", "id": "sharedcatalog_37", "is_public": "True", "name": "Dst_Lu2016", "nbIntervals": "80", "nbParam": "1", "sharedBy": "genot", "sharedDate": "2022-10-18T13:07:13+00:00", "surveyStart": "1995-03-26T05:00:00", "surveyStop": "2014-02-19T16:00:00", "xmlid": "sharedcatalog_37"}, "EDR_catalogue": {"__spz_name__": "EDR_catalogue", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_40", "contact": "genot", "created": "2023-09-06T14:44:01.000000", "description": "from https://zenodo.org/record/8319481\nList of Electron Diffusion Regions (EDR) during the phases 1a & 1b of the NASA/MMS mission.\nEDR from Lenouvel_et_al._[2021] and Lenouvel_(unpublished) were detected with two distinct machine learning algorithms. The first algorithm (MLP) is detailed in Lenouvel_et_al._[2021]. Both algorithms (MLP and CNN) are described in Q. Lenouvel's PhD manuscript and in \"Advanced Methods for Analyzing In-Situ Observations of Magnetic Reconnection\" submitted to Space Science Reviews by Hasegawa et al..\nFor completeness, other EDR events reported in the literature are added to the list. Note that some events were observed by other MMS spacecraft at slightly different times.", "id": "sharedcatalog_40", "is_public": "True", "name": "EDR_catalogue", "nbIntervals": "72", "nbParam": "2", "sharedBy": "genot", "sharedDate": "2023-09-06T14:45:43+00:00", "surveyStart": "2015-09-08T11:01:20", "surveyStop": "2017-01-27T12:05:43", "xmlid": "sharedcatalog_40"}, "LPP_bowshock_list": {"__spz_name__": "LPP_bowshock_list", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_43", "contact": "aunai", "created": "2024-02-08T11:31:00.000000", "description": "Bow shock crossings observed by MMS obtained from ML algorithm at LPP. The start/stop times correspond to +-1min from the original central time. Following columns are X Y Z R theta phi", "id": "sharedcatalog_43", "is_public": "True", "name": "LPP_bowshock_list", "nbIntervals": "2025", "nbParam": "6", "sharedBy": "genot", "sharedDate": "2024-02-08T11:35:54+00:00", "surveyStart": "2015-10-07T11:18:00", "surveyStop": "2021-05-24T01:29:00", "xmlid": "sharedcatalog_43"}, "MMS_Lalti_BScrossings_2015_2020": {"__spz_name__": "MMS_Lalti_BScrossings_2015_2020", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_44", "contact": "genot", "created": "2024-02-14T14:08:28.000000", "description": "Bowshock crossings by MMS from Lalti et al., 2022 https://doi.org/10.1029/2022JA030454\nThis catalogue and the overview plots are at https://doi.org/10.5281/zenodo.6343989\nThe start/stop times correspond to +-1min from the original central time. Following columns are:\nburst_start\nburst_end\nBx_us\nBy_us\nBz_us\nB_us_abs\nsB_us_abs\nDelta_theta_B\nNi_us\nTi_us\nVx_us\nVy_us\nVz_us\nbeta_i_us\nPdyn_us\nthBn\nsthBn\nnormal_x\nnormal_y\nnormal_z\nMA\nsMA\nMf\nsMf\nB_jump\nNi_jump\nTe_jump\npos_x\npos_y\npos_z\nsc_sep_min\nsc_sep_max\nsc_sep_mean\nTQF", "id": "sharedcatalog_44", "is_public": "True", "name": "MMS_Lalti_BScrossings_2015_2020", "nbIntervals": "2797", "nbParam": "34", "sharedBy": "genot", "sharedDate": "2024-02-14T14:09:40+00:00", "surveyStart": "2015-10-07T11:19:10", "surveyStop": "2020-12-12T11:47:40", "xmlid": "sharedcatalog_44"}, "THEMIS_MPcrossings_2007_2016_V1": {"__spz_name__": "THEMIS_MPcrossings_2007-2016_V1", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_39", "contact": "vincent.genot@irap.omp.eu", "created": "2022-10-21T15:17:07.000000", "description": "THEMIS magnetopause crossings, including time and location of each THEMIS between 2007 and 2016 (inclusive).\n\nArchived data for the manuscript \u201cDo statistical models capture the dynamics of the magnetopause during sudden magnetospheric compressions?\u201d by Staples et al., 2020, Journal of Geophysical Research: Space Physics.\nhttps://doi.org/10.1029/2019JA027289\n\nData can also be found at https://zenodo.org/record/3700504\n\nParameters are:\n- time of each THEMIS probe crossing (start=stop)\n- X coordinate of THEMIS crossing location (GSE) (Re)\n- Y coordinate of THEMIS crossing location (GSE) (Re)\n- Z coordinate of THEMIS crossing location (GSE) (Re)\n- X coordinate of THEMIS crossing location (GSM) (Re)\n- Y coordinate of THEMIS crossing location (GSM) (Re)\n- Z coordinate of THEMIS crossing location (GSM) (Re)\n- THEMIS probe which crosses the magnetopause", "id": "sharedcatalog_39", "is_public": "True", "name": "THEMIS_MPcrossings_2007-2016_V1", "nbIntervals": "33946", "nbParam": "7", "sharedBy": "genot", "sharedDate": "2022-10-21T15:20:00+00:00", "surveyStart": "2007-04-08T21:46:41", "surveyStop": "2016-11-12T12:11:59", "xmlid": "sharedcatalog_39"}, "THEMIS_MPcrossings_2007_2016_V2": {"__spz_name__": "THEMIS_MPcrossings_2007-2016_V2", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_45", "contact": "genot", "created": "2024-02-14T14:36:08.000000", "description": "THEMIS magnetopause crossings, including time and location of each THEMIS between 2007 and 2016 (inclusive).\n\nArchived data for the manuscript \u201cDo statistical models capture the dynamics of the magnetopause during sudden magnetospheric compressions?\u201d by Staples et al., 2020, Journal of Geophysical Research: Space Physics.\nhttps://doi.org/10.1029/2019JA027289\n\nThis catalogue is also at https://zenodo.org/records/10655312\nNote this is the Version 2 without duplicated records\n\nParameters are:\n- time of each THEMIS probe crossing (start=stop)\n- X coordinate of THEMIS crossing location (GSE) (Re)\n- Y coordinate of THEMIS crossing location (GSE) (Re)\n- Z coordinate of THEMIS crossing location (GSE) (Re)\n- X coordinate of THEMIS crossing location (GSM) (Re)\n- Y coordinate of THEMIS crossing location (GSM) (Re)\n- Z coordinate of THEMIS crossing location (GSM) (Re)\n- THEMIS probe which crosses the magnetopause", "id": "sharedcatalog_45", "is_public": "True", "name": "THEMIS_MPcrossings_2007-2016_V2", "nbIntervals": "29141", "nbParam": "7", "sharedBy": "genot", "sharedDate": "2024-02-14T14:39:15+00:00", "surveyStart": "2007-04-08T21:46:41", "surveyStop": "2016-11-12T12:11:59", "xmlid": "sharedcatalog_45"}, "__spz_name__": "EARTH", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EARTH_catalog", "is_public": "True", "model_regions_plasmas_cluster_2005": {"__spz_name__": "model_regions_plasmas_cluster_2005", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_23", "contact": "renard", "created": "2021-12-08T08:05:10", "description": "Prediction from:\nBreuillard Hugo et al. - Automatic Classification of Plasma Regions in Near-Earth Space With Supervised Machine Learning: Application to Magnetospheric Multi Scale 20162019 Observations - 2020\nhttp://dx.doi.org/10.3389/fspas.2020.00055\n\nGenerated by the CDPP/AMDA team by using:\n* 'Cluster 1/FGM/4 sec' and 'Cluster 1/CIS-HIA/ion moments' datasets published in AMDA\n* Pre-trained model publicly available in Gitlab: https://gitlab.com/aidaspace/notebooks_aida/-/tree/master/04_sitl_classification_region\n\n** This catalog has not been validated by the corresponding author. Please, use it with care. **\n\nThe predicted region is given by \"classes\" with the following mapping: \n* 0 : SW\n* 1 : FS\n* 2 : BS\n* 3 : MSH\n* 4 : MP\n* 5 : BL\n* 6 : MSP\n* 7 : PS\n* 8 : PSBL\n* 9 : LOBE\n", "id": "sharedcatalog_23", "is_public": "True", "name": "model_regions_plasmas_cluster_2005", "nbIntervals": "27244", "nbParam": "1", "parameters": "", "sharedBy": "renard", "sharedDate": "2021-12-08T08:19:41+00:00", "surveyStart": "2005-01-01T00:00:04", "surveyStop": "2005-12-31T23:55:52", "xmlid": "sharedcatalog_23"}, "model_regions_plasmas_mms_2019": {"__spz_name__": "model_regions_plasmas_mms_2019", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_22", "contact": "renard", "created": "2021-12-08T07:01:12", "description": "Prediction from:\nBreuillard Hugo et al. - Automatic Classification of Plasma Regions in Near-Earth Space With Supervised Machine Learning: Application to Magnetospheric Multi Scale 20162019 Observations - 2020\nhttp://dx.doi.org/10.3389/fspas.2020.00055\n\nGenerated by the CDPP/AMDA team by using:\n* 'MMS1/FGM/survey' and 'MMS1/FPI/fast mode/DIS : ions' datasets published in AMDA\n* Pre-trained model publicly available in Gitlab: https://gitlab.com/aidaspace/notebooks_aida/-/tree/master/04_sitl_classification_region\n\n** This catalog has not been validated by the corresponding author. Please, use it with care. **\n\nThe predicted region is given by \"classes\" with the following mapping: \n* 0 : SW\n* 1 : FS\n* 2 : BS\n* 3 : MSH\n* 4 : MP\n* 5 : BL\n* 6 : MSP\n* 7 : PS\n* 8 : PSBL\n* 9 : LOBE\n", "id": "sharedcatalog_22", "is_public": "True", "name": "model_regions_plasmas_mms_2019", "nbIntervals": "12691", "nbParam": "1", "parameters": "", "sharedBy": "renard", "sharedDate": "2021-12-08T07:04:52+00:00", "surveyStart": "2019-01-01T00:00:04", "surveyStop": "2019-12-31T23:56:37", "xmlid": "sharedcatalog_22"}, "name": "EARTH", "xmlid": "EARTH_catalog"}, "JUPITER": {"TailXing_opportunities_Europa": {"__spz_name__": "TailXing_opportunities_Europa", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_27", "contact": "renard", "created": "2022-02-23T12:31:49", "description": " Generated by the CDPP team from TailXing_opportunities_v12.csv\n Times for the expected footprint tail crossings by Juno, according to magnetic model JRM09\n Version 12: Put together on Apr 2021, Vincent Hue, SwRI. Contact vhue@swri.org for any suggestions/improvements\n Kernel list:\n - naif0012.tls\n - JNO_SCLKSCET.00112.tsc\n - jup230.bsp\n - rbsp_general010.tf\n - spk_ref_180429_210731_180509.bsp\n - spk_rec_110805_111026_120302.bsp\n - spk_rec_111026_120308_120726.bsp\n - spk_rec_120308_120825_121109.bsp\n - spk_rec_120825_130515_130708.bsp\n - spk_rec_130515_131005_151210.bsp\n - spk_rec_131005_131014_131101.bsp\n - spk_rec_131014_131114_140222.bsp\n - spk_rec_131114_140918_141208.bsp\n - spk_rec_140903_151003_160118.bsp\n - spk_rec_151003_160312_160418.bsp\n - spk_rec_160312_160522_160614.bsp\n - spk_rec_160522_160729_160909.bsp\n - spk_rec_160729_160923_161027.bsp\n - spk_rec_160923_161115_161121.bsp\n - spk_rec_161115_170106_170113.bsp\n - spk_rec_170106_170228_170307.bsp\n - spk_rec_170228_170422_170427.bsp\n - spk_rec_170422_170608_170621.bsp\n - spk_rec_170608_170728_170803.bsp\n - spk_rec_170728_170918_170922.bsp\n - spk_rec_170918_171121_171127.bsp\n - spk_rec_171121_180113_180117.bsp\n - spk_rec_180113_180307_180312.bsp\n - spk_rec_180307_180429_180504.bsp\n - spk_rec_180429_180621_180626.bsp\n - spk_rec_180620_180812_180821.bsp\n - spk_rec_180812_181004_181011.bsp\n - spk_rec_181004_181126_181205.bsp\n - spk_rec_181126_190118_190124.bsp\n - spk_rec_190118_190312_190319.bsp\n - spk_rec_190312_190504_190509.bsp\n - spk_rec_190504_190626_190627.bsp\n - spk_rec_190626_190817_190822.bsp\n - spk_rec_190817_191010_191022.bsp\n - spk_rec_191010_191201_191210.bsp", "id": "sharedcatalog_27", "is_public": "True", "name": "TailXing_opportunities_Europa", "nbIntervals": "218", "nbParam": "9", "parameters": "", "sharedBy": "renard", "sharedDate": "2022-02-23T12:35:52+00:00", "surveyStart": "2016-08-27T12:15:21", "surveyStop": "2025-08-15T20:48:57", "xmlid": "sharedcatalog_27"}, "TailXing_opportunities_Ganymede": {"__spz_name__": "TailXing_opportunities_Ganymede", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_28", "contact": "renard", "created": "2022-02-23T12:32:03", "description": " Generated by the CDPP team from TailXing_opportunities_v12.csv\n Times for the expected footprint tail crossings by Juno, according to magnetic model JRM09\n Version 12: Put together on Apr 2021, Vincent Hue, SwRI. Contact vhue@swri.org for any suggestions/improvements\n Kernel list:\n - naif0012.tls\n - JNO_SCLKSCET.00112.tsc\n - jup230.bsp\n - rbsp_general010.tf\n - spk_ref_180429_210731_180509.bsp\n - spk_rec_110805_111026_120302.bsp\n - spk_rec_111026_120308_120726.bsp\n - spk_rec_120308_120825_121109.bsp\n - spk_rec_120825_130515_130708.bsp\n - spk_rec_130515_131005_151210.bsp\n - spk_rec_131005_131014_131101.bsp\n - spk_rec_131014_131114_140222.bsp\n - spk_rec_131114_140918_141208.bsp\n - spk_rec_140903_151003_160118.bsp\n - spk_rec_151003_160312_160418.bsp\n - spk_rec_160312_160522_160614.bsp\n - spk_rec_160522_160729_160909.bsp\n - spk_rec_160729_160923_161027.bsp\n - spk_rec_160923_161115_161121.bsp\n - spk_rec_161115_170106_170113.bsp\n - spk_rec_170106_170228_170307.bsp\n - spk_rec_170228_170422_170427.bsp\n - spk_rec_170422_170608_170621.bsp\n - spk_rec_170608_170728_170803.bsp\n - spk_rec_170728_170918_170922.bsp\n - spk_rec_170918_171121_171127.bsp\n - spk_rec_171121_180113_180117.bsp\n - spk_rec_180113_180307_180312.bsp\n - spk_rec_180307_180429_180504.bsp\n - spk_rec_180429_180621_180626.bsp\n - spk_rec_180620_180812_180821.bsp\n - spk_rec_180812_181004_181011.bsp\n - spk_rec_181004_181126_181205.bsp\n - spk_rec_181126_190118_190124.bsp\n - spk_rec_190118_190312_190319.bsp\n - spk_rec_190312_190504_190509.bsp\n - spk_rec_190504_190626_190627.bsp\n - spk_rec_190626_190817_190822.bsp\n - spk_rec_190817_191010_191022.bsp\n - spk_rec_191010_191201_191210.bsp", "id": "sharedcatalog_28", "is_public": "True", "name": "TailXing_opportunities_Ganymede", "nbIntervals": "197", "nbParam": "9", "parameters": "", "sharedBy": "renard", "sharedDate": "2022-02-23T12:36:04+00:00", "surveyStart": "2016-08-27T12:12:24", "surveyStop": "2025-08-15T21:19:27", "xmlid": "sharedcatalog_28"}, "TailXing_opportunities_Io": {"__spz_name__": "TailXing_opportunities_Io", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_29", "contact": "renard", "created": "2022-02-23T12:32:21", "description": " Generated by the CDPP team from TailXing_opportunities_v12.csv\n Times for the expected footprint tail crossings by Juno, according to magnetic model JRM09\n Version 12: Put together on Apr 2021, Vincent Hue, SwRI. Contact vhue@swri.org for any suggestions/improvements\n Kernel list:\n - naif0012.tls\n - JNO_SCLKSCET.00112.tsc\n - jup230.bsp\n - rbsp_general010.tf\n - spk_ref_180429_210731_180509.bsp\n - spk_rec_110805_111026_120302.bsp\n - spk_rec_111026_120308_120726.bsp\n - spk_rec_120308_120825_121109.bsp\n - spk_rec_120825_130515_130708.bsp\n - spk_rec_130515_131005_151210.bsp\n - spk_rec_131005_131014_131101.bsp\n - spk_rec_131014_131114_140222.bsp\n - spk_rec_131114_140918_141208.bsp\n - spk_rec_140903_151003_160118.bsp\n - spk_rec_151003_160312_160418.bsp\n - spk_rec_160312_160522_160614.bsp\n - spk_rec_160522_160729_160909.bsp\n - spk_rec_160729_160923_161027.bsp\n - spk_rec_160923_161115_161121.bsp\n - spk_rec_161115_170106_170113.bsp\n - spk_rec_170106_170228_170307.bsp\n - spk_rec_170228_170422_170427.bsp\n - spk_rec_170422_170608_170621.bsp\n - spk_rec_170608_170728_170803.bsp\n - spk_rec_170728_170918_170922.bsp\n - spk_rec_170918_171121_171127.bsp\n - spk_rec_171121_180113_180117.bsp\n - spk_rec_180113_180307_180312.bsp\n - spk_rec_180307_180429_180504.bsp\n - spk_rec_180429_180621_180626.bsp\n - spk_rec_180620_180812_180821.bsp\n - spk_rec_180812_181004_181011.bsp\n - spk_rec_181004_181126_181205.bsp\n - spk_rec_181126_190118_190124.bsp\n - spk_rec_190118_190312_190319.bsp\n - spk_rec_190312_190504_190509.bsp\n - spk_rec_190504_190626_190627.bsp\n - spk_rec_190626_190817_190822.bsp\n - spk_rec_190817_191010_191022.bsp\n - spk_rec_191010_191201_191210.bsp", "id": "sharedcatalog_29", "is_public": "True", "name": "TailXing_opportunities_Io", "nbIntervals": "233", "nbParam": "9", "parameters": "", "sharedBy": "renard", "sharedDate": "2022-02-23T12:36:25+00:00", "surveyStart": "2016-08-27T12:19:27", "surveyStop": "2025-08-15T20:10:40", "xmlid": "sharedcatalog_29"}, "__spz_name__": "JUPITER", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "JUPITER_catalog", "is_public": "True", "name": "JUPITER", "xmlid": "JUPITER_catalog"}, "MARS": {"MAVENShockCrossings": {"__spz_name__": "MAVENShockCrossings", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_32", "contact": "amda@irap.omp.eu", "created": "2022-02-28T06:56:30", "description": " Generated by the CDPP team from Data_MAVEN.txt\n DOI : https://doi.org/10.5281/zenodo.6240624\n Lists of martian bow shock crossings with the corresponding extrapolated terminator altitudes (RTD).\n DATA_MAVEN.txt includes 3837 shock crossings by the Mars Atmosphere and Volatile EvolutioN spacecraft from November 2014 to April 2017 published by Fang et al. (2017) and Gruesbeck et al. (2018).\n The crossing time is the start time. The stop time is the crossing time + 1 min.", "id": "sharedcatalog_32", "is_public": "True", "name": "MAVENShockCrossings", "nbIntervals": "3837", "nbParam": "1", "parameters": "", "sharedBy": "amda@irap.omp.eu", "sharedDate": "2022-02-28T06:58:17+00:00", "surveyStart": "2014-11-12T12:37:00", "surveyStop": "2017-04-03T23:41:44", "xmlid": "sharedcatalog_32"}, "MEXShockCrossings": {"__spz_name__": "MEXShockCrossings", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_30", "contact": "amda@irap.omp.eu", "created": "2022-02-28T06:55:51", "description": " Generated by the CDPP team from Data_MEX.txt\n DOI : https://doi.org/10.5281/zenodo.6240624\n Lists of martian bow shock crossings with the corresponding extrapolated terminator altitudes (RTD).\n DATA_MEX.txt includes 11820 shock crossings by the Mars express spacecraft published by Hall et al. (2016) and Sanchez-Cano et al. (2019).\n The crossing time is the start time. The stop time is the crossing time + 1 min.", "id": "sharedcatalog_30", "is_public": "True", "name": "MEXShockCrossings", "nbIntervals": "11820", "nbParam": "1", "parameters": "", "sharedBy": "amda@irap.omp.eu", "sharedDate": "2022-02-28T06:57:23+00:00", "surveyStart": "2004-04-17T17:42:03", "surveyStop": "2015-05-23T21:09:14", "xmlid": "sharedcatalog_30"}, "MGSShockCrossings": {"__spz_name__": "MGSShockCrossings", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_31", "contact": "amda@irap.omp.eu", "created": "2022-02-28T06:56:10", "description": " Generated by the CDPP team from Data_MGS.txt\n DOI : https://doi.org/10.5281/zenodo.6240624\n Lists of martian bow shock crossings with the corresponding extrapolated terminator altitudes (RTD).\n DATA_MGS.txt includes 544 bow shock crossings from the Mars Global Surveyor spacecraft from September 1997 to September 1998.\n The crossing time is the start time. The stop time is the crossing time + 1 min.", "id": "sharedcatalog_31", "is_public": "True", "name": "MGSShockCrossings", "nbIntervals": "544", "nbParam": "1", "parameters": "", "sharedBy": "amda@irap.omp.eu", "sharedDate": "2022-02-28T06:58:03+00:00", "surveyStart": "1997-09-15T18:49:00", "surveyStop": "1998-09-13T19:56:00", "xmlid": "sharedcatalog_31"}, "__spz_name__": "MARS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MARS_catalog", "is_public": "True", "name": "MARS", "xmlid": "MARS_catalog"}, "SATURN": {"__spz_name__": "SATURN", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SATURN_catalog", "is_public": "True", "name": "SATURN", "xmlid": "SATURN_catalog"}, "SOLAR_WIND": {"ICME_multi_catalog": {"__spz_name__": "ICME_multi-catalog", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_41", "contact": "genot", "created": "2023-11-23T15:19:02.000000", "description": "source : https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21950/XGUIYX\nName: Carlos Larrodera\nInstitution: University of Alcal\u00e1\nEmail: carlos.larrodera@uah.es\nORCID: 0000-0003-4231-7690\n\nDescription of the project\nThe main idea of the project is to gather the information of different Interplanetary Coronal Mass Ejections (ICMEs) seen by different spacecraft to obtain a combined catalog that ranges between 0.25 to 5 AU and between 1975 and 2022.\nThis allows us to study statistically the different structures present in the ICMEs along with their evolution with distance and time.\n\nDescription of the dataset\nWe have obtained a list of around 2000 separate ICMEs detailed in this file. It should be noted that the only inherited information from the original catalogs are the dates\nThe file contains the following fields:\n\n- icme_start: Date of the beginning of the ICME (*) ; this is the Start Time of the catalogue\n- mo_start: Date of the beginning of the magnetic obstacle (MO) (**)\n- mo_end: Date of the end of the ICME; this is the Stop Time of the catalogue\n- r_heliodist: Heliocentric distance of the spacecraft that detected the ICME (units=Km)\n- spacecraft: Spacecraft that detected the ICME\n- theta: Longitude (HCI reference system)\n- lati: Latitude (HCI reference system)\n- cat_source: Original catalog from which the ICME belongs (***)\n- flg_sheath: Flag for presence of sheath: (1) ICME has a sheath (0) ICME has no sheath\n- v_aver_0048_sw: Upstream average solar wind speed. Time range covered: Between 0h and 48h before the ICME (units=Km/s)\n- v_std_0048_sw: Upstream standard deviation solar wind speed. Time range covered: Between 0h and 48h before the ICME (units=Km/s)\n- B_aver_0048_sw: Upstream average solar wind magnetic field. Time range covered: Between 0h and 48h before the ICME (units=nT)\n- B_std_0048_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 0h and 48h before the ICME (units= nT)\n- N_aver_0048_sw: Upstream average solar wind density. Time range covered: Between 0h and 48h before the ICME (units= cm-3)\n- N_std_0048_sw: Upstream standard deviation solar wind density. Time range covered: Between 0h and 48h before the ICME (units=cm-3)\n- T_aver_0048_sw: Upstream average solar wind temperature. Time range covered: Between 0h and 48h before the ICME (units=K)\n- T_std_0048_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 0h and 48h before the ICME (units=K)\n- v_aver_0024_sw: Upstream average solar wind speed. Time range covered: Between 0h and 24h before the ICME (units=Km/s)\n- v_std_0024sw: Upstream standard deviation solar wind speed. Time range covered: Between 0h and 24h before the ICME (units=Km/s)\n- B_aver_0024_sw: Upstream average solar wind magnetic field. Time range covered: Between 0h and 24h before the ICME (units=nT)\n- B_std_0024_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 0h and 24h before the ICME (units= nT)\n- N_aver_0024_sw: Upstream average solar wind density. Time range covered: Between 0h and 24h before the ICME (units= cm-3)\n- N_std_0024_sw: Upstream standard deviation solar wind density. Time range covered: Between 0h and 24h before the ICME (units=cm-3)\n- T_aver_0024_sw: Upstream average solar wind temperature. Time range covered: Between 0h and 24h before the ICME (units=K)\n- T_std_0024_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 0h and 24h before the ICME (units=K)\n- v_aver_2448_sw: Upstream average solar wind speed. Time range covered: Between 24h and 48h before the ICME (units=Km/s)\n- v_std_2448_sw: Upstream standar deviation solar wind speed. Time range covered: Between 24h and 48h before the ICME (units=Km/s)\n- B_aver_2448_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 24h and 48h before the ICME (units=Km/s)\n- B_std_2448_sw: Upstream average solar wind magnetic field. Time range covered: Between 24h and 48h before the ICME (units=nT)\n- N_aver_2448_sw: Upstream standard deviation solar wind density. Time range covered: Between 24h and 48h before the ICME (units= nT)\n- N_std_2448_sw: Upstream average solar wind density. Time range covered: Between 24h and 48h before the ICME (units= cm-3)\n- T_aver_2448_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 24h and 48h before the ICME (units=cm-3)\n- T_std_2448_sw: Upstream average solar wind temperature. Time range covered: Between 24h and 48h before the ICME (units=K)\n- v_aver_0012h_sw: Upstream average solar wind speed. Time range covered: Between 0h and 12h before the ICME (units=Km/s)\n- v_std_0012h_sw: Upstream standard deviation solar wind speed. Time range covered: Between 0h and 12h before the ICME (units=Km/s)\n- B_aver_0012h_sw: Upstream average solar wind magnetic field. Time range covered: Between 0h and 12h before the ICME (units=nT)\n- B_std_0012h_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 0h and 12h before the ICME (units= nT)\n- N_aver_0012h_sw: Upstream average solar wind density. Time range covered: Between 0h and 12h before the ICME (units= cm-3)\n- N_std_0012h_sw: Upstream standard deviation solar wind density. Time range covered: Between 0h and 12h before the ICME (units=cm-3)\n- T_aver_0012h_sw: Upstream average solar wind temperature. Time range covered: Between 0h and 12h before the ICME (units=K)\n- T_std_0012h_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 0h and 12h before the ICME (units=K)\n- v_aver_1224h_sw: Upstream average solar wind speed. Time range covered: Between 12h and 24h before the ICME (units=Km/s)\n- v_std_1224h_sw: Upstream standard deviation solar wind speed. Time range covered: Between 12h and 24h before the ICME (units=Km/s)\n- B_aver_1224h_sw: Upstream average solar wind magnetic field. Time range covered: Between 12h and 24h before the ICME (units=nT)\n- B_std_1224h_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 12h and 24h before the ICME (units= nT)\n- N_aver_1224h_sw: Upstream average solar wind density. Time range covered: Between 12h and 24h before the ICME (units= cm-3)\n- N_std_1224h_sw: Upstream standard deviation solar wind density. Time range covered: Between 12h and 24h before the ICME (units=cm-3)\n- T_aver_1224h_sw: Upstream average solar wind temperature. Time range covered: Between 12h and 24h before the ICME (units=K)\n- T_std_1224h_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 12h and 24h before the ICME (units=K)\n- v_aver_2436h_sw: Upstream average solar wind speed. Time range covered: Between 24h and 36h before the ICME (units=Km/s)\n- v_std_2436h_sw: Upstream standard deviation solar wind speed. Time range covered: Between 24h and 36h before the ICME (units=Km/s)\n- B_aver_2436h_sw: Upstream average solar wind magnetic field. Time range covered: Between 24h and 36h before the ICME (units=nT)\n- B_std_2436h_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 24h and 36h before the ICME (units= nT)\n- N_aver_2436h_sw: Upstream average solar wind density. Time range covered: Between 24h and 36h before the ICME (units= cm-3)\n- N_std_2436h_sw: Upstream standard deviation solar wind density. Time range covered: Between 24h and 36h before the ICME (units=cm-3)\n- T_aver_2436h_sw: Upstream average solar wind temperature. Time range covered: Between 24h and 36h before the ICME (units=K)\n- T_std_2436h_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 24h and 36h before the ICME (units=K)\n- v_aver_3648h_sw: Upstream average solar wind speed. Time range covered: Between 36h and 48h before the ICME (units=Km/s)\n- v_std_3648h_sw: Upstream standard deviation solar wind speed. Time range covered: Between 36h and 48h before the ICME (units=Km/s)\n- B_aver_3648h_sw: Upstream average solar wind magnetic field. Time range covered: Between 36h and 48h before the ICME (units=nT)\n- B_std_3648h_sw: Upstream standard deviation solar wind magnetic field. Time range covered: Between 36h and 48h before the ICME (units= nT)\n- N_aver_3648h_sw: Upstream average solar wind density. Time range covered: Between 36h and 48h before the ICME (units= cm-3)\n- N_std_3648h_sw: Upstream standard deviation solar wind density. Time range covered: Between 36h and 48h before the ICME (units=cm-3)\n- T_aver_3648h_sw: Upstream average solar wind temperature. Time range covered: Between 36h and 48h before the ICME (units=K)\n- T_std_3648h_sw: Upstream standard deviation solar wind temperature. Time range covered: Between 36h and 48h before the ICME (units=K)\n- v_aver_sh: Sheath average speed (units=km/s)\n- v_std_sh: Sheath standard deviation speed (units=km/s)\n- B_aver_sh: Sheath average magnetic field (units=nT)\n- B_std_sh: Sheath standard deviation magnetic field (units=nT)\n- N_aver_sh: Sheath average density (units=cm-3)\n- N_std_sh: Sheath standard deviation density (units=cm-3)\n- T_aver_sh: Sheath average temperature (units=K)\n- T_std_sh: Sheath standard deviation temperature (units=K)\n- v_aver_mo_cat_II: Magnetic Obstacle Cat II average speed (units=km/s)\n- v_std_mo_cat_II: Magnetic Obstacle Cat II standard deviation speed (units=km/s)\n- B_aver_mo_cat_II: Magnetic Obstacle Cat II average magnetic field (units=nT)\n- B_std_mo_cat_II: Magnetic Obstacle Cat II standard deviation magnetic field (units=nT)\n- N_aver_mo_cat_II: Magnetic Obstacle Cat II average density (units=cm-3)\n- N_std_mo_cat_II: Magnetic Obstacle Cat II standard deviation density (units=cm-3)\n- T_aver_mo_cat_II: Magnetic Obstacle Cat II average temperature (units=K)\n- T_std_mo_cat_II: Magnetic Obstacle Cat II standard deviation temperature (units=K)\n- v_aver_mo_cat_I: Magnetic Obstacle Cat I average speed (units=km/s)\n- v_std_mo_cat_I: Magnetic Obstacle Cat I standard deviation speed (units=km/s)\n- B_aver_mo_cat_I: Magnetic Obstacle Cat I average magnetic field (units=nT)\n- B_std_mo_cat_I: Magnetic Obstacle Cat I standard deviation magnetic field (units=nT)\n- N_aver_mo_cat_I: Magnetic Obstacle Cat I average density (units=cm-3)\n- N_std_mo_cat_I: Magnetic Obstacle Cat I standard deviation density (units=cm-3)\n- T_aver_mo_cat_I: Magnetic Obstacle Cat I average temperature (units=K)\n- T_std_mo_cat_I: Magnetic Obstacle Cat I standard deviation temperature (units=K)\n- dur_sh: Duration of the sheath (units=hours)\n- dur_mo_cat_II: Duration of the magnetic obstacle Cat II (units=hours)\n- dur_mo_cat_I: Duration of the magnetic obstacle Cat I (units=hours)\n- scycle: Solar cycle to which it belongs the ICME according to the icme_start date\n- v_sh_bg_mean: Average speed at the beginning of the sheath (units=km/s) (****)\n- v_sh_bg_std: Standard deviation of the speed at the beginning of the sheath (units=km/s) (****)\n- v_sh_end_mean: Average speed at the end of the sheath (units=km/s) (****)\n- v_sh_end_std: Standard deviation of the speed at the end of the sheath (units=km/s) (****)\n- v_sh_max: Maximum value of speed in the sheath (units=km/s)\n- v_sh_min: Minimum value of speed in the sheath (units=km/s)\n- B_sh_bg_mean: Average magnetic field at the beginning of the sheath (units=nT) (****)\n- B_sh_bg_std: Standard deviation of the magnetic field at the beginning of the sheath (units=nT) (****)\n- B_sh_end_mean: Average magnetic field at the end of the sheath (units=nT) (****)\n- B_sh_end_std: Standard deviation of the magnetic field at the end of the sheath (units=nT) (****)\n- B_sh_max: Maximum value of magnetic field in the sheath (units=nT)\n- B_sh_min: Minimum value of magnetic field in the sheath (units=nT)\n- N_sh_bg_mean: Average density at the beginning of the sheath (units=cm-3) (****)\n- N_sh_bg_std: Standard deviation of the density at the beginning of the sheath (units=cm-3) (****)\n- N_sh_end_mean: Average density at the end of the sheath (units=cm-3) (****)\n- N_sh_end_std: Standard deviation of the density at the end of the sheath (units=cm-3) (****)\n- N_sh_max: Maximum value of density in the sheath (units=cm-3)\n- N_sh_min: Minimum value of density in the sheath (units=cm-3)\n- T_sh_bg_mean: Average temperature at the beginning of the sheath (units=K) (****)\n- T_sh_bg_std: Standard deviation of the temperature at the beginning of the sheath (units=K) (****)\n- T_sh_end_mean: Average temperature at the end of the sheath (units=K) (****)\n- T_sh_end_std: Standard deviation of the temperature at the end of the sheath (units=K) (****)\n- T_sh_max: Maximum value of temperature in the sheath (units=K)\n- T_sh_min: Minimum value of temperature in the sheath (units=K)\n- v_mo_bg_mean: Average speed at the beginning of the magnetic obstacle (units=km/s) (*****)\n- v_mo_bg_std: Standard deviation of the speed at the beginning of the magnetic obstacle (units=km/s) (*****)\n- v_mo_end_mean: Average speed at the end of the magnetic obstacle (units=km/s) (*****)\n- v_mo_end_std: Standard deviation of the speed at the end of the magnetic obstacle (units=km/s) (*****)\n- v_mo_max: Maximum value of speed in the magnetic obstacle (units=km/s) (*****)\n- v_mo_min: Minimum value of speed in the magnetic obstacle (units=km/s) (*****)\n- B_mo_bg_mean: Average magnetic field at the beginning of the magnetic obstacle (units=nT) (*****)\n- B_mo_bg_std: Standard deviation of the magnetic field at the beginning of the magnetic obstacle (units=nT) (*****)\n- B_mo_end_mean: Average magnetic field at the end of the magnetic obstacle (units=nT) (*****)\n- B_mo_end_std: Standard deviation of the magnetic field at the end of the magnetic obstacle (units=nT) (*****)\n- B_mo_max: Maximum value of magnetic field in the magnetic obstacle (units=nT) (*****)\n- B_mo_min: Minimum value of magnetic field in the magnetic obstacle (units=nT) (*****)\n- N_mo_bg_mean: Average density at the beginning of the magnetic obstacle (units=cm-3) (*****)\n- N_mo_bg_std: Standard deviation of the density at the beginning of the magnetic obstacle (units=cm-3) (*****)\n- N_mo_end_mean: Average density at the end of the magnetic obstacle (units=cm-3) (*****)\n- N_mo_end_std: Standard deviation of the density at the end of the magnetic obstacle (units=cm-3) (*****)\n- N_mo_max: Maximum value of density in the magnetic obstacle (units=cm-3) (*****)\n- N_mo_min: Minimum value of density in the magnetic obstacle (units=cm-3) (*****)\n- T_mo_bg_mean: Average temperature at the beginning of the magnetic obstacle (units=K) (*****)\n- T_mo_bg_std: Standard deviation of the temperature at the beginning of the magnetic obstacle (units=K) (*****)\n- T_mo_end_mean: Average temperature at the end of the magnetic obstacle (units=K) (*****)\n- T_mo_end_std: Standard deviation of the temperature at the end of the magnetic obstacle (units=K) (*****)\n- T_mo_max: Maximum value of temperature in the magnetic obstacle (units=K) (*****)\n- T_mo_min: Minimum value of temperature in the magnetic obstacle (units=K) (*****)\n- size_mo: Size of the magnetic obstacle (units=km) (*****)\n- size_sh: Size of the sheath (units=km)\n\nNotes\n(*) The term ICME define, sheath (if present) and the magnetic obstacle. If the ICME does not present a sheath, the ICME will be the magnetic obstacle. \n(**) If the ICME does not have a sheath, the 'icme_start' and 'mo_start' will be the same. The 'magnetic obstacle Cat I', refers to the magnetic obstacle that follows a sheath, while 'magnetic obstacle Cat II', refers to the magnetic obstacle of ICMEs without a sheath.\n(***) List of catalogs\ncat_1: M\u00f6stl et al. (2020). doi: 10.3847/1538-4357/abb9a1 \ncat_2: Nieves-Chinchilla et al. (2008) doi: 10.1007/s11207-018-1247-z\ncat_3: STEREO ICME List (https://parker.gsfc.nasa.gov/ICME_catalogs/STEREO/ICME_catalog_viewer_STEREO.php)\ncat_5: Helios ICME List (https://parker.gsfc.nasa.gov/ICME_catalogs/Helios/ICME_catalog_viewer_Helios.php)\ncat_6: Solar Orbiter ICME List (https://parker.gsfc.nasa.gov/ICME_catalogs/SO/ICME_catalog_viewer_SO.php)\ncat_7: Parker Solar Probe List (https://parker.gsfc.nasa.gov/ICME_catalogs/PSP/ICME_catalog_viewer_PSP.php)\ncat_8: Commission et al. (2014) doi: 10.2769/88565\ncat_9: Regnault et al (2010) doi: 10.1029/2020JA028150\ncat_10: Richardson and Cane (2010) doi: 10.1007/s11207-010-9568-6\ncat_11: Jian et al. (2018) doi: 10.3847/1538-4357/aab189 \ncat_12: Jian et al. (2006) doi: 10.1007/s11207-006-0133-2 \ncat_13: Du et al. (2010) doi: 10.1007/s11207-009-9505-8 \n(****) These values have been computed by averaging the values from the boundary (beginning or end) \u00b1 10 minutes. Therefore, a standard deviation is also obtained.\n(*****) These values have been computed by averaging the values from the boundary (beginning or end) \u00b1 10 minutes. Therefore, a standard deviation is also obtained. MO represent the magnetic obstacle that it is present in all the ICMEs, not specifically to those with or without sheaths.\n", "id": "sharedcatalog_41", "is_public": "True", "name": "ICME_multi-catalog", "nbIntervals": "2003", "nbParam": "141", "sharedBy": "genot", "sharedDate": "2023-11-23T15:20:14+00:00", "surveyStart": "1975-01-08T12:00:00", "surveyStop": "2022-10-21T22:39:00", "xmlid": "sharedcatalog_41"}, "__spz_name__": "SOLAR_WIND", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SOLAR_WIND_catalog", "is_public": "True", "listOfICMEs_Nguyen": {"__spz_name__": "listOfICMEs_Nguyen", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_33", "created": "2019-04-18T13:19:33", "description": "List of ICMEs from Nguyen et al., 2019 https://doi.org/10.3847/1538-4357/ab0d24\nSee also:\nhttps://github.com/gautiernguyen/Automatic-detection-of-ICMEs-at-1-AU-a-deep-learning-approach.\nThe catalog consists of the union of the different WIND ICME lists ('LJ': Jian et al. 2006; 'Lepping': Lepping et al. 2006; 'RC': Richardson & Cane 2010; 'Chi': Chi et al. 2016; 'Chinchilla': Nieves-Chinchilla et al. 2018), of newly discovered events ('FP') and of extra events ('Turc').\n", "id": "sharedcatalog_33", "is_public": "True", "name": "listOfICMEs_Nguyen", "nbIntervals": "653", "nbParam": "1", "parameters": "", "sharedBy": "genot", "sharedDate": "2022-03-09T10:08:39+00:00", "surveyStart": "1997-09-03T13:40:00", "surveyStop": "2015-12-31T23:59:00", "xmlid": "sharedcatalog_33"}, "name": "SOLAR_WIND", "xmlid": "SOLAR_WIND_catalog"}, "SPACECRAFT_ORBIT_NUMBERS": {"__spz_name__": "SPACECRAFT_ORBIT_NUMBERS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SPACECRAFT_ORBIT_NUMBERS_catalog", "cassini": {"__spz_name__": "cassini", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_9", "contact": "None", "created": "2020-06-04T14:49:26", "description": "The orbit numbers for cassini are presented following the names given to successive revolutions of the cassini mission around Saturn. \n Following scientific publications, the orbit numbers are given as : \n * Saturn Orbit Insertion (rev 0) - not specified\n * Rev. A\n * Rev. B\n * Rev. C\n * Rev. 3 ~ orbit number 3\n * Rev. 4 ~ orbit number 4 \n * ... \n ", "history": "", "id": "sharedcatalog_9", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "cassini", "nbIntervals": "297", "nbParam": "6", "sharedBy": "AMDA", "sharedDate": "2024-08-21T09:08:45+00:00", "surveyStart": "2004-06-27T02:00:00", "surveyStop": "2017-09-15T11:58:00", "xmlid": "sharedcatalog_9"}, "is_public": "True", "juicecr51": {"__spz_name__": "juicecr51", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_46", "contact": "None", "created": "2024-02-22T14:27:52", "description": "The Jupiter Icy Moons Explorer (JUICE) is an interplanetary spacecraft that was launched on 14 April 2023 the European Space Agency (ESA). The mission is planned to study Ganymede, Callisto, and Europa, three of Jupiter's Galilean moons. They are thought to have significant bodies of liquid water beneath their icy surfaces which would make them potentially habitable environments. This catalog has been created using spice kernels provided by https://s2e2.cosmos.esa.int/bitbucket/projects/spice_kernels/repos/juice/browse (CReMA 5.1) and the JPL's orbnum tool (https://naif.jpl.nasa.gov/pub/naif/utilities/PC_Linux_64bit/orbnum.ug)", "history": "", "id": "sharedcatalog_46", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "juicecr51", "nbIntervals": "65", "nbParam": "6", "sharedBy": "AMDA", "sharedDate": "2024-08-21T09:08:51+00:00", "surveyStart": "2031-11-02T02:33:58", "surveyStop": "2034-12-13T00:52:36", "xmlid": "sharedcatalog_46"}, "juno": {"__spz_name__": "juno", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_10", "contact": "None", "created": "2024-08-21T09:10:38", "description": "Juno will improve our understanding of the solar system's begninnings by revealing the origin and evolution of Jupiter. Mission starts on august 5th 2011 and will reach Jupiter on July 4yj 2016. This catalog has been created using spice kernels provided by spdf and the JPL's orbnum tool (https://naif.jpl.nasa.gov/pub/naif/utilities/PC_Linux_64bit/orbnum.ug)", "history": "", "id": "sharedcatalog_10", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "juno", "nbIntervals": "58", "nbParam": "6", "sharedBy": "AMDA", "sharedDate": "2024-08-21T09:08:55+00:00", "surveyStart": "2016-07-31T19:46:02", "surveyStop": "2024-02-20T06:47:07", "xmlid": "sharedcatalog_10"}, "maven": {"__spz_name__": "maven", "__spz_provider__": "amda", "__spz_type__": "CatalogIndex", "__spz_uid__": "sharedcatalog_11", "contact": "None", "created": "2024-08-21T09:21:19", "description": "Mars Atmosphere And Volatile Evolution Mission (MAVEN) is a satellite optimised for determining the role that loss of volatile compounds-such as carbon dioxide, nitrogen dioxide, and water-from Mars' atmisphere to space has played through time, giving insight into the history of Mars' atmosphere and climate, liquid water, and planetary habitability. The mission was launched on November 18th 2013 and reached Mars in September 2014 where it continued operating more than 2 years. 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Sampling: 5M
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Sampling: 60S
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Sampling: 5M
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MinSampling: 60S; MaxSampling:
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MinSampling: 22S; MaxSampling: 60S
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Sampling: 20S
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Sampling: 0.18S
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Sampling: 0.18S
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Sampling: 0.18S
Provider: JHU/APL", "is_public": "True", "lastModificationDate": "2020-02-14T17:17:24Z", "lastUpdate": "2020-01-30T20:43:20Z", "measurement_type": "ThermalPlasma", "name": "TOF head", "processing_level": "Calibrated", "sampling": "0.18S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/CCE/MEPA/cce-mepa-tof", "start_date": "1984-08-29T13:02:44Z", "stop_date": "1989-01-11T00:00:09Z", "target": "Earth.Magnetosheath", "xmlid": "cce-mepa-tof"}, "is_public": "True", "name": "ion flux : 32 sectors", "xmlid": "mepa-ion-fl"}, "is_public": "True", "name": "MEPA", "xmlid": "CCE_mepa"}, "MFE": {"__spz_name__": "MFE", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "CCE_mag", "att": "auto/CCE_mag", "cce_mag_all": {"__spz_name__": "b field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cce-mag-all", "att": "auto/cce-mag-all", "cce_b_all": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cce_b_all", "cce_b_all0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "cce_b_all(0)", "dataset": "cce-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "cce_b_all", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "xmlid": "cce_b_all(0)"}, "cce_b_all1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "cce_b_all(1)", "dataset": "cce-mag-all", "index1": "1", "is_public": "True", "name": "by", "parameter": "cce_b_all", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "xmlid": "cce_b_all(1)"}, "cce_b_all2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "cce_b_all(2)", "dataset": "cce-mag-all", "index1": "2", "is_public": "True", "name": "bz", "parameter": "cce_b_all", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "xmlid": "cce_b_all(2)"}, "dataset": "cce-mag-all", "description": "Magnetic field vector in GSE Cartesian coordinates", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "ucd": "phys.magField", "units": "nT", "xmlid": "cce_b_all"}, "cce_b_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cce_b_gsm", "cce_b_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "cce_b_gsm(0)", "dataset": "cce-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "cce_b_gsm", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "xmlid": "cce_b_gsm(0)"}, "cce_b_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "cce_b_gsm(1)", "dataset": "cce-mag-all", "index1": "1", "is_public": "True", "name": "by", "parameter": "cce_b_gsm", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "xmlid": "cce_b_gsm(1)"}, "cce_b_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "cce_b_gsm(2)", "dataset": "cce-mag-all", "index1": "2", "is_public": "True", "name": "bz", "parameter": "cce_b_gsm", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "xmlid": "cce_b_gsm(2)"}, "dataset": "cce-mag-all", "description": "Magnetic field vector in GSM Cartesian coordinates", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "ucd": "phys.magField", "units": "nT", "xmlid": "cce_b_gsm"}, "cce_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cce_b_tot", "dataset": "cce-mag-all", "description": "Magnetic field magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "ucd": "phys.magField", "units": "nT", "xmlid": "cce_b_tot"}, "dataSource": "JHUAPL", "desc": "Magnetic Field
MinSampling: 5.2S; MaxSampling: 5.4S
Provider: JHUAPL", "is_public": "True", "lastModificationDate": "2024-03-28T17:01:28Z", "lastUpdate": "2024-03-28T17:01:16Z", "maxSampling": "5.4S", "measurement_type": "MagneticField", "name": "b field", "processing_level": "Calibrated", "sampling": "5.2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/CCE/MAG/cce-mag-all", "start_date": "1984-08-20T23:59:54Z", "stop_date": "1989-01-09T23:59:34Z", "target": "Earth.Magnetosheath", "xmlid": "cce-mag-all"}, "desc": "Magnetic Field Experiment
Magnetometer", "is_public": "True", "name": "MFE", "xmlid": "CCE_mag"}, "__spz_name__": "CCE", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "CCE", "att": "auto/CCE", "desc": "Charge Composition Explorer
1984-08-16T07:31:00 - 1989-01-11T12:00:00", "is_public": "True", "name": "CCE", "target": "Earth.Magnetosheath", "xmlid": "CCE"}, "IRM": {"Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IRM_ephemeris", "att": "auto/IRM_ephemeris", "desc": "", "irm_orb_all": {"__spz_name__": "orbit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "irm-orb-all", "att": "auto/irm-orb-all", "dataSource": "", "desc": "ephemeris
Sampling: 60S", "irm_orb_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_orb_gsm", "dataset": "irm-orb-all", "description": "Spacecraft position in GSM Cartesian coordinates", "display_type": "timeseries", "irm_orb_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_orb_gsm(0)", "dataset": "irm-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "irm_orb_gsm", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "xmlid": "irm_orb_gsm(0)"}, "irm_orb_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_orb_gsm(1)", "dataset": "irm-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "irm_orb_gsm", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "xmlid": "irm_orb_gsm(1)"}, "irm_orb_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_orb_gsm(2)", "dataset": "irm-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "irm_orb_gsm", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "xmlid": "irm_orb_gsm(2)"}, "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "units": "Re", "xmlid": "irm_orb_gsm"}, "irm_orb_mag": {"__spz_name__": "distance irm-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_orb_mag", "dataset": "irm-orb-all", "description": "Spacecraft distance to earth center", "display_type": "timeseries", "is_public": "True", "name": "distance irm-earth", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "units": "Re", "xmlid": "irm_orb_mag"}, "irm_orb_xyz": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_orb_xyz", "dataset": "irm-orb-all", "description": "Spacecraft position in GSE Cartesian coordinates", "display_type": "timeseries", "irm_orb_xyz0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_orb_xyz(0)", "dataset": "irm-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "irm_orb_xyz", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "xmlid": "irm_orb_xyz(0)"}, "irm_orb_xyz1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_orb_xyz(1)", "dataset": "irm-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "irm_orb_xyz", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "xmlid": "irm_orb_xyz(1)"}, "irm_orb_xyz2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_orb_xyz(2)", "dataset": "irm-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "irm_orb_xyz", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "xmlid": "irm_orb_xyz(2)"}, "is_public": "True", "name": "xyz_gse", "size": "3", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "units": "Re", "xmlid": "irm_orb_xyz"}, "is_public": "True", "lastModificationDate": "2020-02-14T17:21:08Z", "lastUpdate": "2020-02-07T16:35:31Z", "measurement_type": "Ephemeris", "name": "orbit", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/IRM/ORBIT/irm-orb-all", "start_date": "1984-09-12T00:13:00Z", "stop_date": "1986-08-29T23:59:00Z", "target": "Earth.Magnetosheath", "xmlid": "irm-orb-all"}, "is_public": "True", "name": "Ephemeris", "xmlid": "IRM_ephemeris"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IRM_mag", "att": "auto/IRM_mag", "desc": "Triaxial Fluxgate magnetometer (MAG)
Magnetometer", "irm_mag_all": {"__spz_name__": "b field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "irm-mag-all", "att": "auto/irm-mag-all", "dataSource": "", "desc": "Magnetic Field
Sampling: 5.0S", "irm_b_all": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_b_all", "dataset": "irm-mag-all", "description": "Magnetic field vector in GSE Cartesian coordinates", "display_type": "timeseries", "irm_b_all0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_b_all(0)", "dataset": "irm-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "irm_b_all", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "xmlid": "irm_b_all(0)"}, "irm_b_all1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_b_all(1)", "dataset": "irm-mag-all", "index1": "1", "is_public": "True", "name": "by", "parameter": "irm_b_all", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "xmlid": "irm_b_all(1)"}, "irm_b_all2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_b_all(2)", "dataset": "irm-mag-all", "index1": "2", "is_public": "True", "name": "bz", "parameter": "irm_b_all", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "xmlid": "irm_b_all(2)"}, "is_public": "True", "name": "b_gse", "size": "3", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "ucd": "phys.magField", "units": "nT", "xmlid": "irm_b_all"}, "irm_b_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_b_gsm", "dataset": "irm-mag-all", "description": "Magnetic field vector in GSM Cartesian coordinates", "display_type": "timeseries", "irm_b_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "irm_b_gsm(0)", "dataset": "irm-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "irm_b_gsm", "start_date": "1984-09-01T05:51:40Z", "stop_date": 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"start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "xmlid": "irm_b_nsig"}, "irm_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_b_tot", "dataset": "irm-mag-all", "description": "Magnetic field magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "nT", "xmlid": "irm_b_tot"}, "is_public": "True", "lastModificationDate": "2020-02-14T17:21:06Z", "lastUpdate": "2020-01-28T14:27:05Z", "measurement_type": "MagneticField", "name": "b field", "processing_level": "Calibrated", "sampling": "5.0S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/IRM/MAG/irm-mag-all", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "target": "Earth.Magnetosheath", "xmlid": "irm-mag-all"}, "is_public": "True", "name": "MAG", "xmlid": "IRM_mag"}, "PLA": {"__spz_name__": "PLA", 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Sampling: 5.0S", "irm_sul_a10": {"__spz_name__": "he++ 10-17 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_a10", "dataset": "irm-sul-all", "description": "Differential helium flux 10-17 keV", "display_type": "timeseries", "is_public": "True", "name": "he++ 10-17 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_a10"}, "irm_sul_a160": {"__spz_name__": "he++ 160-270 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_a160", "dataset": "irm-sul-all", "description": "Differential helium flux (up + down), 160 - 270 keV", "display_type": "timeseries", "is_public": "True", "name": "he++ 160-270 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_a160"}, "irm_sul_a40": {"__spz_name__": "he++ 40-68 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_a40", "dataset": "irm-sul-all", "description": "Differential helium flux 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "he++ 40-68 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_a40"}, "irm_sul_an": {"__spz_name__": "anisotropy", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_an", "dataset": "irm-sul-all", "description": "First order anisotropy magnitude", "display_type": "timeseries", "is_public": "True", "name": "anisotropy", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_an"}, "irm_sul_ansec": {"__spz_name__": "anisotropy sector", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_ansec", "dataset": "irm-sul-all", "description": "First order anisotropy sector", "display_type": "timeseries", "is_public": "True", "name": "anisotropy sector", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "sector number", "xmlid": "irm_sul_ansec"}, "irm_sul_bg": {"__spz_name__": "background 40-68 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_bg", "dataset": "irm-sul-all", "description": "Background, 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "background 40-68 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_bg"}, "irm_sul_cno": {"__spz_name__": "cno 40-68 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_cno", "dataset": "irm-sul-all", "description": "Differential CNO flux, 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "cno 40-68 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_cno"}, "irm_sul_fe": {"__spz_name__": "fe 40-68 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_fe", "dataset": "irm-sul-all", "description": "Differential iron (Q=14-26) flux, 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "fe 40-68 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_fe"}, "irm_sul_four": {"__spz_name__": "4he+ 40-68 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_four", "dataset": "irm-sul-all", "description": "Differential 4He+ flux, 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "4he+ 40-68 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_four"}, "irm_sul_h10": {"__spz_name__": "h+ 10-17 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_h10", "dataset": "irm-sul-all", "description": "Differential proton flux 10-17 keV", "display_type": "timeseries", "is_public": "True", "name": "h+ 10-17 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_h10"}, "irm_sul_h160": {"__spz_name__": "h+ 160-270 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_h160", "dataset": "irm-sul-all", "description": "Differential proton flux (up + down), 160 - 270 keV", "display_type": "timeseries", "is_public": "True", "name": "h+ 160-270 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_h160"}, "irm_sul_h40": {"__spz_name__": "h+ rate", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_h40", "dataset": "irm-sul-all", "description": "Proton omni rate 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "h+ rate", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_h40"}, "irm_sul_o": {"__spz_name__": "o+ 40-68 keV", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "irm_sul_o", "dataset": "irm-sul-all", "description": "Differential O+ flux, 40-68 keV", "display_type": "timeseries", "is_public": "True", "name": "o+ 40-68 keV", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "units": "1/(cm\u00b2 s ster keV/Q)", "xmlid": "irm_sul_o"}, "is_public": "True", "lastModificationDate": "2020-02-14T17:21:35Z", "lastUpdate": "2020-01-31T14:05:06Z", "measurement_type": "EnergeticParticles", "name": "ion flux", "processing_level": "Calibrated", "sampling": "5.0S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/IRM/SUL/irm-sul-all", "start_date": "1984-09-01T05:51:40Z", "stop_date": "1986-04-10T04:20:10Z", "target": "Earth.Magnetosheath", "xmlid": "irm-sul-all"}, "is_public": "True", "name": "SUL", "xmlid": "IRM_sul"}, "__spz_name__": "IRM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IRM", "att": "auto/IRM", "desc": "Ion Release Module
1984-08-16T07:31:00 - 1986-08-14T23:59:59", "is_public": "True", "name": "IRM", "target": "Earth.Magnetosheath", "xmlid": "IRM"}, "UKS": {"ELX": {"__spz_name__": "ELX", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "UKS_elx", "att": "auto/UKS_elx", "desc": "Electron Instrument
ElectrostaticAnalyser", "is_public": "True", "name": "ELX", "uks_elx_all": {"__spz_name__": "electrons", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "uks-elx-all", "att": "auto/uks-elx-all", "dataSource": "", "desc": "Electron moments and spectrogram
Sampling: 5S", "is_public": "True", "lastModificationDate": "2020-02-14T17:11:47Z", "lastUpdate": "2020-01-27T11:16:44Z", "measurement_type": "ThermalPlasma", "name": "electrons", "processing_level": "Calibrated", "sampling": "5S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/UKS/ELX/uks-elx-all", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "target": "Earth.Magnetosheath", "uks_elx_Ppara": {"__spz_name__": "e- press_para", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_Ppara", "dataset": "uks-elx-all", "description": "Parallel pressure", "display_type": "timeseries", "is_public": "True", "name": "e- press_para", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "units": "Pa", "xmlid": "uks_elx_Ppara"}, "uks_elx_Pper": {"__spz_name__": "e- press_perp", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_Pper", "dataset": "uks-elx-all", "description": "Perpendicular pressure", "display_type": "timeseries", "is_public": "True", "name": "e- press_perp", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "units": "Pa", "xmlid": "uks_elx_Pper"}, "uks_elx_fl": {"__spz_name__": "flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_fl", "dataset": "uks-elx-all", "description": "Validity flag: \n * unvalidated = 1\n * validated = 0\n * requires reprocessing = 2\n * bad data, cannot reprocess = 3\n * may contain noise or outliers = 4\n * systematic instrumental effects = 5\n * PI quality flags) = 6\n * fill value = 7", "display_type": "timeseries", "is_public": "True", "name": "flag", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "xmlid": "uks_elx_fl"}, "uks_elx_flx": {"__spz_name__": "e- number flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_flx", "dataset": "uks-elx-all", "description": "Electron number flux", "display_type": "timeseries", "is_public": "True", "name": "e- number flux", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "units": "s-1.m-2", "xmlid": "uks_elx_flx"}, "uks_elx_ne": {"__spz_name__": "e- density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_ne", "dataset": "uks-elx-all", "description": "Electron density", "display_type": "timeseries", "is_public": "True", "name": "e- density", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "units": "cm-3", "xmlid": "uks_elx_ne"}, "uks_elx_tb": {"__spz_name__": "table nb", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_tb", "dataset": "uks-elx-all", "description": "Number of corresponding energy table in the calculation of velocity space density", "display_type": "timeseries", "is_public": "True", "name": "table nb", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "xmlid": "uks_elx_tb"}, "uks_elx_vsd": {"__spz_name__": "e- dist func", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_vsd", "dataset": "uks-elx-all", "description": "Velocity space density", "display_type": "spectrogram", "is_public": "True", "name": "e- dist func", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "units": "s\u00b3/km\u2076", "xmlid": "uks_elx_vsd"}, "uks_elx_wflx": {"__spz_name__": "e- heat flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_elx_wflx", "dataset": "uks-elx-all", "description": "Electron heat flux", "display_type": "timeseries", "is_public": "True", "name": "e- heat flux", "start_date": "1984-08-26T13:55:35Z", "stop_date": "1985-01-15T08:01:00Z", "units": "W/m2", "xmlid": "uks_elx_wflx"}, "xmlid": "uks-elx-all"}, "xmlid": "UKS_elx"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "UKS_ephemeris", "att": "auto/UKS_ephemeris", "desc": "", "is_public": "True", "name": "Ephemeris", "uks_orb_all": {"__spz_name__": "orbit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "uks-orb-all", "att": "auto/uks-orb-all", "dataSource": "", "desc": "ephemeris
Sampling: 300S", "is_public": "True", "lastModificationDate": "2020-02-14T17:11:36Z", "lastUpdate": "2020-02-04T16:16:40Z", "measurement_type": "Ephemeris", "name": "orbit", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/UKS/ORBIT/uks-orb-all", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "target": "Earth.Magnetosheath", "uks_orb_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_orb_gsm", "dataset": "uks-orb-all", "description": "Spacecraft position in GSM Cartesian coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "uks_orb_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "uks_orb_gsm(0)", "dataset": "uks-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "uks_orb_gsm", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "xmlid": "uks_orb_gsm(0)"}, "uks_orb_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "uks_orb_gsm(1)", "dataset": "uks-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "uks_orb_gsm", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "xmlid": "uks_orb_gsm(1)"}, "uks_orb_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "uks_orb_gsm(2)", "dataset": "uks-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "uks_orb_gsm", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "xmlid": "uks_orb_gsm(2)"}, "units": "Re", "xmlid": "uks_orb_gsm"}, "uks_orb_mag": {"__spz_name__": "distance uks-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_orb_mag", "dataset": "uks-orb-all", "description": "Spacecraft distance to earth center", "display_type": "timeseries", "is_public": "True", "name": "distance uks-earth", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "units": "Re", "xmlid": "uks_orb_mag"}, "uks_orb_scdist": {"__spz_name__": "IRM_to_UKS_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_orb_scdist", "dataset": "uks-orb-all", "description": "UKS Spacecraft position relative to IRM in GSE Cartesian coordinates", "display_type": "timeseries", "is_public": "True", "name": "IRM_to_UKS_gse", "size": "3", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "uks_orb_scdist0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "uks_orb_scdist(0)", "dataset": "uks-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "uks_orb_scdist", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "xmlid": "uks_orb_scdist(0)"}, "uks_orb_scdist1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "uks_orb_scdist(1)", "dataset": "uks-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "uks_orb_scdist", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "xmlid": "uks_orb_scdist(1)"}, "uks_orb_scdist2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "uks_orb_scdist(2)", "dataset": "uks-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "uks_orb_scdist", "start_date": "1984-08-18T23:55:00Z", "stop_date": "1985-01-15T08:00:00Z", "xmlid": "uks_orb_scdist(2)"}, "units": "km", "xmlid": "uks_orb_scdist"}, "uks_orb_v": {"__spz_name__": "vel_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_orb_v", "dataset": "uks-orb-all", "description": "Spacecraft velocity in GSE 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MinSampling: 2.992S; MaxSampling: 7.496S", "is_public": "True", "lastModificationDate": "2020-02-14T17:11:49Z", "lastUpdate": "2020-01-28T16:45:22Z", "maxSampling": "7.496S", "measurement_type": "Waves", "name": "power spectral density", "processing_level": "Calibrated", "sampling": "2.992S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/UKS/WAV/uks-wav-acc", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "target": "Earth.Magnetosheath", "uks_acc_fl": {"__spz_name__": "flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_acc_fl", "dataset": "uks-wav-acc", "description": "Validity flag: \n * unvalidated = 1\n * validated = 0\n * requires reprocessing = 2\n * bad data, cannot reprocess = 3\n * may contain noise or outliers = 4\n * systematic instrumental effects = 5\n * PI quality flags) = 6\n * fill value = 7", "display_type": "timeseries", "is_public": "True", "name": "flag", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "xmlid": "uks_acc_fl"}, "uks_acc_sp": {"__spz_name__": "e field spectral density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_acc_sp", "dataset": "uks-wav-acc", "description": "Electric field power spectral density 10.07 Hz to 523.84 Hz", "display_type": "spectrogram", "is_public": "True", "name": "e field spectral density", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "units": "V\u00b2/m\u00b2/Hz", "xmlid": "uks_acc_sp"}, "xmlid": "uks-wav-acc"}, "uks_wav_pow": {"__spz_name__": "mean / peak values", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "uks-wav-pow", "att": "auto/uks-wav-pow", "dataSource": "", "desc": "Average and peak e field wave power over .11 to 3.9 kHz
MinSampling: 2.524S; MaxSampling: 7.496S", "is_public": "True", "lastModificationDate": "2020-02-14T17:11:41Z", "lastUpdate": "2020-01-21T16:19:31Z", "maxSampling": "7.496S", "measurement_type": "Waves", "name": "mean / peak values", "processing_level": "Calibrated", "sampling": "2.524S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/UKS/WAV/uks-wav-pow", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "target": "Earth.Magnetosheath", "uks_pow_fl": {"__spz_name__": "flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_pow_fl", "dataset": "uks-wav-pow", "description": "Validity flag: \n * unvalidated = 1\n * validated = 0\n * requires reprocessing = 2\n * bad data, cannot reprocess = 3\n * may contain noise or outliers = 4\n * systematic instrumental effects = 5\n * PI quality flags) = 6\n * fill value = 7", "display_type": "timeseries", "is_public": "True", "name": "flag", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "xmlid": "uks_pow_fl"}, "uks_pow_m": {"__spz_name__": "p_mean", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_pow_m", "dataset": "uks-wav-pow", "description": "Average wave power over .11 to 3.9 kHz", "display_type": "timeseries", "is_public": "True", "name": "p_mean", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "units": "V\u00b2/m\u00b2", "xmlid": "uks_pow_m"}, "uks_pow_pk": {"__spz_name__": "p_peak", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "uks_pow_pk", "dataset": "uks-wav-pow", "description": "Peak wave power over .11 to 3.9 kHz", "display_type": "timeseries", "is_public": "True", "name": "p_peak", "start_date": "1984-08-26T13:51:45Z", "stop_date": "1985-01-15T08:01:07Z", "units": "V\u00b2/m\u00b2", "xmlid": "uks_pow_pk"}, "xmlid": "uks-wav-pow"}, "uks_wav_sfa": {"__spz_name__": "power", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "uks-wav-sfa", "att": "auto/uks-wav-sfa", "dataSource": "", "desc": "Electric field power spectrum
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MinSampling: 96.27S; MaxSampling: 551.0S
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2007-02-15T00:00:00
Initial phase : apogee 15.4Re : 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 1.3 x 30 Re : 2007-12-15 - 2009-09-30
ARTEMIS: Translunar Injection Phase: complex orbits, deep tail and solar wind : 2009-10-01 \u2013 2010-10-01
ARTEMIS: Lunar Lissajous: orbiting around lunar L1 and L2 Lagrangian points : 2010-10-01 \u2013 2011-04-01
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Sampling: 60S
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Sampling: 60S
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Sampling: 60S
Provider: University of Iowa", "is_public": "True", "lastModificationDate": "2012-03-06T22:48:45Z", "lastUpdate": "2012-03-06T22:48:52Z", "measurement_type": "Ephemeris", "name": "wl sls4 south", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Ephemeris/cass-sls4-south", "start_date": "2004-09-12T00:00:00Z", "stop_date": "2011-01-10T00:00:00Z", "target": "Saturn", "xmlid": "cass-sls4-south"}, "is_public": "True", "name": "orbit saturn : special", "xmlid": "cass-orb-spec"}, "xmlid": "Cassini_ephemeris"}, "Ephemeris__Saturn_Moons___special": {"Dione": {"__spz_name__": "Dione", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "dione-orb-spec", "dione_ephem_polar": {"__spz_name__": "polar", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "dione-ephem-polar", "att": "auto/dione-ephem-polar", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "dione_l": {"__spz_name__": "L-shell", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dione_l", "dataset": "dione-ephem-polar", "is_public": "True", "name": "L-shell", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "xmlid": "dione_l"}, "dione_lat": {"__spz_name__": "lat iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dione_lat", "dataset": "dione-ephem-polar", "is_public": "True", "name": "lat iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "dione_lat"}, "dione_lt": {"__spz_name__": "local time", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dione_lt", "dataset": "dione-ephem-polar", "is_public": "True", "name": "local time", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "hours", "xmlid": "dione_lt"}, "dione_r_polar": {"__spz_name__": "distance dione-saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dione_r_polar", "dataset": "dione-ephem-polar", "is_public": "True", "name": "distance dione-saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "Rs", "xmlid": "dione_r_polar"}, "dione_wl_iau": {"__spz_name__": "wl iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dione_wl_iau", "dataset": "dione-ephem-polar", "is_public": "True", "name": "wl iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "dione_wl_iau"}, "is_public": "True", "lastModificationDate": "2018-02-02T16:21:54Z", "lastUpdate": "2018-02-02T14:53:07Z", "measurement_type": "Ephemeris", "name": "polar", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/dione-ephem-polar", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "target": "Saturn", "xmlid": "dione-ephem-polar"}, "dione_orb_sls3": {"__spz_name__": "wl sls3", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "dione-orb-sls3", "att": "auto/dione-orb-sls3", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "dione_wl_sls3": {"__spz_name__": "lon_sls3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dione_wl_sls3", "dataset": "dione-orb-sls3", "is_public": "True", "name": "lon_sls3", "start_date": "2004-01-01T00:10:00Z", "stop_date": "2007-08-11T00:00:00Z", "units": "deg", "xmlid": "dione_wl_sls3"}, "is_public": "True", "lastModificationDate": "2018-02-02T16:12:51Z", "lastUpdate": "2018-02-02T16:12:04Z", "measurement_type": "Ephemeris", "name": "wl sls3", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/dione-orb-sls3", "start_date": "2004-01-01T00:10:00Z", "stop_date": "2007-08-11T00:00:00Z", "target": "Saturn", "xmlid": "dione-orb-sls3"}, "is_public": "True", "name": "Dione", "xmlid": "dione-orb-spec"}, "Enceladus": {"__spz_name__": "Enceladus", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "encelad-orb-spec", "encelad_ephem_pol": {"__spz_name__": "polar", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "encelad-ephem-pol", "att": "auto/encelad-ephem-pol", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "encelad_l": {"__spz_name__": "L-shell", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "encelad_l", "dataset": "encelad-ephem-pol", "is_public": "True", "name": "L-shell", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "xmlid": "encelad_l"}, "encelad_lat": {"__spz_name__": "lat iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "encelad_lat", "dataset": "encelad-ephem-pol", "is_public": "True", "name": "lat iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "encelad_lat"}, "encelad_lt": {"__spz_name__": "local time", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "encelad_lt", "dataset": "encelad-ephem-pol", "is_public": "True", "name": "local time", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "hours", "xmlid": "encelad_lt"}, "encelad_r_polar": {"__spz_name__": "distance enceladus-saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "encelad_r_polar", "dataset": "encelad-ephem-pol", "is_public": "True", "name": "distance enceladus-saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "Rs", "xmlid": "encelad_r_polar"}, "encelad_wl_iau": {"__spz_name__": "wl iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "encelad_wl_iau", "dataset": "encelad-ephem-pol", "is_public": "True", "name": "wl iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "encelad_wl_iau"}, "is_public": "True", "lastModificationDate": "2018-02-02T16:22:06Z", "lastUpdate": "2018-02-02T15:02:35Z", "measurement_type": "Ephemeris", "name": "polar", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/encelad-ephem-pol", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "target": "Saturn", "xmlid": "encelad-ephem-pol"}, "encelad_orb_sls3": {"__spz_name__": "wl sls3", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "encelad-orb-sls3", "att": "auto/encelad-orb-sls3", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "encelad_wl_sls3": {"__spz_name__": "lon_sls3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "encelad_wl_sls3", "dataset": "encelad-orb-sls3", "is_public": "True", "name": "lon_sls3", "start_date": "2004-01-01T00:10:00Z", "stop_date": "2007-08-11T00:00:00Z", "units": "deg", "xmlid": "encelad_wl_sls3"}, "is_public": "True", "lastModificationDate": "2018-02-02T16:24:27Z", "lastUpdate": "2018-02-02T16:23:37Z", "measurement_type": "Ephemeris", "name": "wl sls3", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/encelad-orb-sls3", "start_date": "2004-01-01T00:10:00Z", "stop_date": "2007-08-11T00:00:00Z", "target": "Saturn", "xmlid": "encelad-orb-sls3"}, "is_public": "True", "name": "Enceladus", "xmlid": "encelad-orb-spec"}, "Mimas": {"__spz_name__": "Mimas", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mimas-orb-spec", "is_public": "True", "mimas_ephem_polar": {"__spz_name__": "polar", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mimas-ephem-polar", "att": "auto/mimas-ephem-polar", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "is_public": "True", "lastModificationDate": "2018-02-02T16:22:13Z", "lastUpdate": "2018-02-02T15:10:18Z", "measurement_type": "Ephemeris", "mimas_l": {"__spz_name__": "L-shell", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mimas_l", "dataset": "mimas-ephem-polar", "is_public": "True", "name": "L-shell", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "xmlid": "mimas_l"}, "mimas_lat": {"__spz_name__": "lat iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mimas_lat", "dataset": "mimas-ephem-polar", "is_public": "True", "name": "lat iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "mimas_lat"}, "mimas_lt": {"__spz_name__": "local time", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mimas_lt", "dataset": "mimas-ephem-polar", "is_public": "True", "name": "local time", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "hours", "xmlid": "mimas_lt"}, "mimas_r_polar": {"__spz_name__": "distance mimas-saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mimas_r_polar", "dataset": "mimas-ephem-polar", "is_public": "True", "name": "distance mimas-saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "Rs", "xmlid": "mimas_r_polar"}, "mimas_wl_iau": {"__spz_name__": "wl iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mimas_wl_iau", "dataset": "mimas-ephem-polar", "is_public": "True", "name": "wl iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "mimas_wl_iau"}, "name": "polar", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/mimas-ephem-polar", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "target": "Saturn", "xmlid": "mimas-ephem-polar"}, "mimas_orb_sls3": {"__spz_name__": "wl sls3", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mimas-orb-sls3", "att": "auto/mimas-orb-sls3", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "is_public": "True", "lastModificationDate": "2018-02-02T16:34:32Z", "lastUpdate": "2018-02-02T16:33:47Z", "measurement_type": "Ephemeris", "mimas_wl_sls3": {"__spz_name__": "lon_sls3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mimas_wl_sls3", "dataset": "mimas-orb-sls3", "is_public": "True", "name": "lon_sls3", "start_date": "2004-01-01T00:10:00Z", "stop_date": "2007-08-11T00:00:00Z", "units": "deg", "xmlid": "mimas_wl_sls3"}, "name": "wl sls3", "processing_level": "Calibrated", "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/mimas-orb-sls3", "start_date": "2004-01-01T00:10:00Z", "stop_date": "2007-08-11T00:00:00Z", "target": "Saturn", "xmlid": "mimas-orb-sls3"}, "name": "Mimas", "xmlid": "mimas-orb-spec"}, "Rhea": {"__spz_name__": "Rhea", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "rhea-orb-spec", "is_public": "True", "name": "Rhea", "rhea_ephem_polar": {"__spz_name__": "polar", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "rhea-ephem-polar", "att": "auto/rhea-ephem-polar", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
Provider: University of Iowa", "is_public": "True", "lastModificationDate": "2018-02-02T16:22:19Z", "lastUpdate": "2018-02-02T15:16:41Z", "measurement_type": "Ephemeris", "name": "polar", "processing_level": "Calibrated", "rhea_l": {"__spz_name__": "L-shell", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "rhea_l", "dataset": "rhea-ephem-polar", "is_public": "True", "name": "L-shell", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "xmlid": "rhea_l"}, "rhea_lat": {"__spz_name__": "lat iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "rhea_lat", "dataset": "rhea-ephem-polar", "is_public": "True", "name": "lat iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "rhea_lat"}, "rhea_lt": {"__spz_name__": "local time", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "rhea_lt", "dataset": "rhea-ephem-polar", "is_public": "True", "name": "local time", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "hours", "xmlid": "rhea_lt"}, "rhea_r_polar": {"__spz_name__": "distance rhea-saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "rhea_r_polar", "dataset": "rhea-ephem-polar", "is_public": "True", "name": "distance rhea-saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "Rs", "xmlid": "rhea_r_polar"}, "rhea_wl_iau": {"__spz_name__": "wl iau_saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "rhea_wl_iau", "dataset": "rhea-ephem-polar", "is_public": "True", "name": "wl iau_saturn", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "units": "deg", "xmlid": "rhea_wl_iau"}, "sampling": "300S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/Moons_Ephemeris/rhea-ephem-polar", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2018-01-01T00:00:00Z", "target": "Saturn", "xmlid": "rhea-ephem-polar"}, "rhea_orb_sls3": {"__spz_name__": "wl sls3", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "rhea-orb-sls3", "att": "auto/rhea-orb-sls3", "dataSource": "University of Iowa", "desc": "
Sampling: 300S
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Sampling: 300S
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Sampling: 60S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-10-03T18:53:23Z", "lastUpdate": "2024-10-03T18:53:22Z", "measurement_type": "MagneticField", "name": "60 sec", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/MAG/Saturn_Orbit/cass-mag-orb60", "start_date": "2004-01-01T00:00:30Z", "stop_date": "2017-09-15T10:30:31Z", "target": "Saturn", "xmlid": "cass-mag-orb60"}, "is_public": "True", "name": "orbit saturn", "xmlid": "cass-mag-orb"}, "xmlid": "Cassini_mag"}, "MIMI_LEMMS": {"__spz_name__": "MIMI-LEMMS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Cassini_mimi-lemms", "att": "auto/Cassini_mimi-lemms", "desc": "Magnetosperic IMaging Instrument
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Sampling: 1H
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Sampling: 60S
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Sampling: 60S
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Sampling: 8S
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Sampling: 8S
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Sampling: 8S
Provider: PDS", "is_public": "True", "lastModificationDate": "2020-06-22T16:26:43Z", "lastUpdate": "2020-06-22T16:00:16Z", "measurement_type": "ThermalPlasma", "name": "electron density derived @ jupiter", "processing_level": "Calibrated", "sampling": "8S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-fpe-jup", "start_date": "2001-01-09T08:00:32Z", "stop_date": "2001-02-18T23:58:31Z", "target": "Jupiter", "xmlid": "cass-fpe-jup"}, "cass_fpe_sat": {"__spz_name__": "electron density derived @ saturn", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-fpe-sat", "att": "auto/cass-fpe-sat", "cass_sat_ne": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_sat_ne", "dataset": "cass-fpe-sat", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "2004-06-30T20:34:57Z", "stop_date": "2017-09-15T10:31:33Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "cass_sat_ne"}, "cass_sat_nerr": {"__spz_name__": "density error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_sat_nerr", "dataset": "cass-fpe-sat", "display_type": "timeseries", "is_public": "True", "name": "density error", "start_date": "2004-06-30T20:34:57Z", "stop_date": "2017-09-15T10:31:33Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "cass_sat_nerr"}, "dataSource": "PDS", "desc": "Electron Densities from Upper Hybrid and Plasma Wave Frequencies
Sampling: 8S
Provider: PDS", "is_public": "True", "lastModificationDate": "2020-06-22T16:27:36Z", "lastUpdate": "2020-06-22T16:00:59Z", "measurement_type": "ThermalPlasma", "name": "electron density derived @ saturn", "processing_level": "Calibrated", "sampling": "8S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-fpe-sat", "start_date": "2004-06-30T20:34:57Z", "stop_date": "2017-09-15T10:31:33Z", "target": "Saturn", "xmlid": "cass-fpe-sat"}, "cass_lp_ni": {"__spz_name__": "ion proxy", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-lp-ni", "att": "auto/cass-lp-ni", "cass_lp_ni": {"__spz_name__": "ion density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_lp_ni", "dataset": "cass-lp-ni", "display_type": "timeseries", "is_public": "True", "name": "ion density", "start_date": "2005-02-16T05:10:50Z", "stop_date": "2016-06-29T19:36:05Z", "units": "cm-3", "xmlid": "cass_lp_ni"}, "cass_lp_ni_err": {"__spz_name__": "ion density error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_lp_ni_err", "dataset": "cass-lp-ni", "display_type": "timeseries", "is_public": "True", "name": "ion density error", "start_date": "2005-02-16T05:10:50Z", "stop_date": "2016-06-29T19:36:05Z", "units": "%", "xmlid": "cass_lp_ni_err"}, "dataSource": "IRAP", "desc": "Langmuir Probe : ion density proxy
MinSampling: 24S; MaxSampling: 1H
Provider: IRAP", "is_public": "True", "lastModificationDate": "2017-10-06T16:25:04Z", "lastUpdate": "2017-10-06T16:23:53Z", "maxSampling": "1H", "measurement_type": "ThermalPlasma", "name": "ion proxy", "processing_level": "Calibrated", "sampling": "24S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-lp-ni", "start_date": "2005-02-16T05:10:50Z", "stop_date": "2016-06-29T19:36:05Z", "target": "Saturn", "xmlid": "cass-lp-ni"}, "cass_rpws_encelad": {"__spz_name__": "electron proxy @ enceladus", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-encelad", "att": "auto/cass-rpws-encelad", "cass_encelad_density": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_encelad_density", "dataset": "cass-rpws-encelad", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "2008-03-12T18:40:37Z", "stop_date": "2008-10-31T17:35:51Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "cass_encelad_density"}, "cass_encelad_radius": {"__spz_name__": "distance cassini-enceladus", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_encelad_radius", "dataset": "cass-rpws-encelad", "display_type": "timeseries", "is_public": "True", "name": "distance cassini-enceladus", "start_date": "2008-03-12T18:40:37Z", "stop_date": "2008-10-31T17:35:51Z", "ucd": "pos.distance;instr.obsty", "units": "Titan radius", "xmlid": "cass_encelad_radius"}, "cass_encelad_scpot": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_encelad_scpot", "dataset": "cass-rpws-encelad", "display_type": "timeseries", "is_public": "True", "name": "s/c potential", "start_date": "2008-03-12T18:40:37Z", "stop_date": "2008-10-31T17:35:51Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "cass_encelad_scpot"}, "cass_encelad_temperature": {"__spz_name__": "temperature e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_encelad_temperature", "dataset": "cass-rpws-encelad", "is_public": "True", "name": "temperature e-", "start_date": "2008-03-12T18:40:37Z", "stop_date": "2008-10-31T17:35:51Z", "ucd": "phys.temperature;phys.atmol.ionStage", "units": "eV", "xmlid": "cass_encelad_temperature"}, "dataSource": "PDS", "desc": "Langmuir Probe : electron proxy @ enceladus
Sampling: 24S
Provider: PDS", "is_public": "True", "lastModificationDate": "2018-01-24T09:53:14Z", "lastUpdate": "2018-01-24T09:52:50Z", "measurement_type": "ThermalPlasma", "name": "electron proxy @ enceladus", "processing_level": "Calibrated", "sampling": "24S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-encelad", "start_date": "2008-03-12T18:40:37Z", "stop_date": "2008-10-31T17:35:51Z", "target": "Saturn", "xmlid": "cass-rpws-encelad"}, "cass_rpws_neproxy": {"__spz_name__": "electron proxy", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-neproxy", "att": "auto/cass-rpws-neproxy", "cass_neproxy_e": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_neproxy_e", "dataset": "cass-rpws-neproxy", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "2004-08-27T00:03:27Z", "stop_date": "2015-12-31T22:28:25Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "cass_neproxy_e"}, "cass_neproxy_fpot": {"__spz_name__": "floating potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_neproxy_fpot", "dataset": "cass-rpws-neproxy", "display_type": "timeseries", "is_public": "True", "name": "floating potential", "start_date": "2004-08-27T00:03:27Z", "stop_date": "2015-12-31T22:28:25Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "cass_neproxy_fpot"}, "cass_neproxy_scpot": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_neproxy_scpot", "dataset": "cass-rpws-neproxy", "display_type": "timeseries", "is_public": "True", "name": "s/c potential", "start_date": "2004-08-27T00:03:27Z", "stop_date": "2015-12-31T22:28:25Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "cass_neproxy_scpot"}, "dataSource": "PDS", "desc": "Langmuir Probe : electron proxy
Sampling: 640S
Provider: PDS", "is_public": "True", "lastModificationDate": "2018-01-23T16:20:08Z", "lastUpdate": "2018-01-23T16:12:07Z", "measurement_type": "ThermalPlasma", "name": "electron proxy", "processing_level": "Calibrated", "sampling": "640S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-neproxy", "start_date": "2004-08-27T00:03:27Z", "stop_date": "2015-12-31T22:28:25Z", "target": "Saturn", "xmlid": "cass-rpws-neproxy"}, "cass_rpws_qtn": {"__spz_name__": "qtn", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-qtn", "att": "auto/cass-rpws-qtn", "cass_qtn_dne": {"__spz_name__": "density e- : error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_qtn_dne", "dataset": "cass-rpws-qtn", "display_type": "timeseries", "is_public": "True", "name": "density e- : error", "start_date": "2004-06-30T15:05:05Z", "stop_date": "2012-04-15T04:15:42Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "cass_qtn_dne"}, "cass_qtn_dte": {"__spz_name__": "temperature e- : error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_qtn_dte", "dataset": "cass-rpws-qtn", "display_type": "timeseries", "is_public": "True", "name": "temperature e- : error", "start_date": "2004-06-30T15:05:05Z", "stop_date": "2012-04-15T04:15:42Z", "ucd": "phys.temperature;phys.electron", "units": "eV", "xmlid": "cass_qtn_dte"}, "cass_qtn_ne": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_qtn_ne", "dataset": "cass-rpws-qtn", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "2004-06-30T15:05:05Z", "stop_date": "2012-04-15T04:15:42Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "cass_qtn_ne"}, "cass_qtn_qfte": {"__spz_name__": "quality flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_qtn_qfte", "dataset": "cass-rpws-qtn", "display_type": "timeseries", "is_public": "True", "name": "quality flag", "start_date": "2004-06-30T15:05:05Z", "stop_date": "2012-04-15T04:15:42Z", "ucd": "meta.code.qual", "xmlid": "cass_qtn_qfte"}, "cass_qtn_te": {"__spz_name__": "temperature e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_qtn_te", "dataset": "cass-rpws-qtn", "display_type": "timeseries", "is_public": "True", "name": "temperature e-", "start_date": "2004-06-30T15:05:05Z", "stop_date": "2012-04-15T04:15:42Z", "ucd": "phys.temperature;phys.electron", "units": "eV", "xmlid": "cass_qtn_te"}, "dataSource": "LESIA-OBSPM", "desc": "quasi thermal noise
Sampling: 8S
Provider: LESIA-OBSPM", "is_public": "True", "lastModificationDate": "2014-11-17T13:48:27Z", "lastUpdate": "2014-11-17T13:40:57Z", "measurement_type": "ThermalPlasma", "name": "qtn", "processing_level": "Calibrated", "sampling": "8S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-qtn", "start_date": "2004-06-30T15:05:05Z", "stop_date": "2012-04-15T04:15:42Z", "target": "Saturn", "xmlid": "cass-rpws-qtn"}, "cass_rpws_saturn": {"__spz_name__": "electron proxy @ saturn", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-saturn", "att": "auto/cass-rpws-saturn", "cass_saturn_density": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_saturn_density", "dataset": "cass-rpws-saturn", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "2004-12-14T00:02:06Z", "stop_date": "2016-01-30T16:04:08Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "cass_saturn_density"}, "cass_saturn_radius": {"__spz_name__": "distance cassini-saturn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_saturn_radius", "dataset": "cass-rpws-saturn", "display_type": "timeseries", "is_public": "True", "name": "distance cassini-saturn", "start_date": "2004-12-14T00:02:06Z", "stop_date": "2016-01-30T16:04:08Z", "ucd": "pos.distance;instr.obsty", "units": "Titan radius", "xmlid": "cass_saturn_radius"}, "cass_saturn_scpot": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_saturn_scpot", "dataset": "cass-rpws-saturn", "display_type": "timeseries", "is_public": "True", "name": "s/c potential", "start_date": "2004-12-14T00:02:06Z", "stop_date": "2016-01-30T16:04:08Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "cass_saturn_scpot"}, "cass_saturn_temperature": {"__spz_name__": "temperature e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_saturn_temperature", "dataset": "cass-rpws-saturn", "is_public": "True", "name": "temperature e-", "start_date": "2004-12-14T00:02:06Z", "stop_date": "2016-01-30T16:04:08Z", "ucd": "phys.temperature;phys.atmol.ionStage", "units": "eV", "xmlid": "cass_saturn_temperature"}, "dataSource": "PDS", "desc": "Langmuir Probe : electron proxy @ saturn
Sampling: 600S
Provider: PDS", "is_public": "True", "lastModificationDate": "2018-01-23T18:02:15Z", "lastUpdate": "2018-01-23T18:01:52Z", "measurement_type": "ThermalPlasma", "name": "electron proxy @ saturn", "processing_level": "Calibrated", "sampling": "600S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-saturn", "start_date": "2004-12-14T00:02:06Z", "stop_date": "2016-01-30T16:04:08Z", "target": "Saturn", "xmlid": "cass-rpws-saturn"}, "cass_rpws_skr": {"__spz_name__": "skr", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-skr", "att": "auto/cass-rpws-skr", "dataSource": "LESIA-OBSPM", "desc": "saturn kilometric radiation
Sampling: 180S
Provider: LESIA-OBSPM", "is_public": "True", "lastModificationDate": "2018-06-08T19:40:18Z", "lastUpdate": "2018-06-08T19:40:16Z", "measurement_type": "Waves", "name": "skr", "processing_level": "Calibrated", "sampling": "180S", "skr_e": {"__spz_name__": "total emitted power", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "skr_e", "dataset": "cass-rpws-skr", "description": "SKR total emitted power", "display_type": "timeseries", "is_public": "True", "name": "total emitted power", "size": "4", "skr_e0": {"__spz_name__": "RH:100-400kHz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "skr_e(0)", "dataset": "cass-rpws-skr", "index1": "0", "is_public": "True", "name": "RH:100-400kHz", "parameter": "skr_e", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "xmlid": "skr_e(0)"}, "skr_e1": {"__spz_name__": "LH:100-400kHz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "skr_e(1)", "dataset": "cass-rpws-skr", "index1": "1", "is_public": "True", "name": "LH:100-400kHz", "parameter": "skr_e", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "xmlid": "skr_e(1)"}, "skr_e2": {"__spz_name__": "RH:10-1000kHz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "skr_e(2)", "dataset": "cass-rpws-skr", "index1": "2", "is_public": "True", "name": "RH:10-1000kHz", "parameter": "skr_e", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "xmlid": "skr_e(2)"}, "skr_e3": {"__spz_name__": "LH:10-1000kHz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "skr_e(3)", "dataset": "cass-rpws-skr", "index1": "3", "is_public": "True", "name": "LH:10-1000kHz", "parameter": "skr_e", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "xmlid": "skr_e(3)"}, "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "ucd": "phys.flux;em.radio", "units": "W/sr", "xmlid": "skr_e"}, "skr_lh": {"__spz_name__": "flux LH", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "skr_lh", "dataset": "cass-rpws-skr", "description": "SKR flux densities in Left-Hand Circular polarization", "display_type": "spectrogram", "is_public": "True", "name": "flux LH", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "ucd": "phys.flux;phys.polarization.circular.LL;phys.electField;em.radio", "units": "W/m\u00b2/Hz", "xmlid": "skr_lh"}, "skr_rh": {"__spz_name__": "flux RH", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "skr_rh", "dataset": "cass-rpws-skr", "description": "SKR flux densities in Right-Hand Circular polarization", "display_type": "spectrogram", "is_public": "True", "name": "flux RH", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "ucd": "phys.flux;phys.polarization.circular.RR;phys.electField;em.radio", "units": "W/m\u00b2/Hz", "xmlid": "skr_rh"}, "skr_v": {"__spz_name__": "polarisation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "skr_v", "dataset": "cass-rpws-skr", "description": "SKR Circular polarization degree", "display_type": "spectrogram", "is_public": "True", "name": "polarisation", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "ucd": "phys.polarization.circular;phys.electField;em.radio", "xmlid": "skr_v"}, "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-skr", "start_date": "2003-01-01T00:00:00Z", "stop_date": "2017-09-15T23:59:59Z", "target": "Saturn", "xmlid": "cass-rpws-skr"}, "cass_rpws_titan": {"__spz_name__": "electron proxy @ titan", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-titan", "att": "auto/cass-rpws-titan", "cass_titan_density": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_titan_density", "dataset": "cass-rpws-titan", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "2004-10-26T15:08:31Z", "stop_date": "2016-02-17T00:01:09Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "cass_titan_density"}, "cass_titan_radius": {"__spz_name__": "distance cassini-titan", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_titan_radius", "dataset": "cass-rpws-titan", "display_type": "timeseries", "is_public": "True", "name": "distance cassini-titan", "start_date": "2004-10-26T15:08:31Z", "stop_date": "2016-02-17T00:01:09Z", "ucd": "pos.distance;instr.obsty", "units": "Titan radius", "xmlid": "cass_titan_radius"}, "cass_titan_scpot": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_titan_scpot", "dataset": "cass-rpws-titan", "display_type": "timeseries", "is_public": "True", "name": "s/c potential", "start_date": "2004-10-26T15:08:31Z", "stop_date": "2016-02-17T00:01:09Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "cass_titan_scpot"}, "cass_titan_temperature": {"__spz_name__": "temperature e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_titan_temperature", "dataset": "cass-rpws-titan", "is_public": "True", "name": "temperature e-", "start_date": "2004-10-26T15:08:31Z", "stop_date": "2016-02-17T00:01:09Z", "ucd": "phys.temperature;phys.atmol.ionStage", "units": "eV", "xmlid": "cass_titan_temperature"}, "dataSource": "PDS", "desc": "Langmuir Probe : electron proxy @ titan
Sampling: 24S
Provider: PDS", "is_public": "True", "lastModificationDate": "2018-01-23T17:44:14Z", "lastUpdate": "2018-01-23T17:25:30Z", "measurement_type": "ThermalPlasma", "name": "electron proxy @ titan", "processing_level": "Calibrated", "sampling": "24S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-titan", "start_date": "2004-10-26T15:08:31Z", "stop_date": "2016-02-17T00:01:09Z", "target": "Saturn", "xmlid": "cass-rpws-titan"}, "cass_rpws_ui": {"__spz_name__": "u-i", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-rpws-ui", "att": "auto/cass-rpws-ui", "cass_ui_curr": {"__spz_name__": "current", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_ui_curr", "dataset": "cass-rpws-ui", "display_type": "timeseries", "is_public": "True", "name": "current", "start_date": "1997-10-25T00:09:18Z", "stop_date": "2014-04-29T23:59:23Z", "units": "A", "xmlid": "cass_ui_curr"}, "cass_ui_pot": {"__spz_name__": "potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_ui_pot", "dataset": "cass-rpws-ui", "display_type": "timeseries", "is_public": "True", "name": "potential", "start_date": "1997-10-25T00:09:18Z", "stop_date": "2014-04-29T23:59:23Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "cass_ui_pot"}, "dataSource": "PDS", "desc": "Langmuir Probe : voltage - current
Sampling: 0.001S
Provider: PDS", "is_public": "True", "lastModificationDate": "2014-11-18T12:53:08Z", "lastUpdate": "2014-11-18T11:42:57Z", "measurement_type": "Waves", "name": "u-i", "processing_level": "Calibrated", "sampling": "0.001S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-rpws-ui", "start_date": "1997-10-25T00:09:18Z", "stop_date": "2014-04-29T23:59:23Z", "target": "Saturn", "xmlid": "cass-rpws-ui"}, "cass_skr_phase": {"__spz_name__": "skr phase", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "cass-skr-phase", "att": "auto/cass-skr-phase", "cass_skr_driftn": {"__spz_name__": "drift north", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_skr_driftn", "dataset": "cass-skr-phase", "description": "Northern SKR phase drift from fixed 10.6h period)", "display_type": "timeseries", "is_public": "True", "name": "drift north", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "ucd": "time.phase", "units": "deg", "xmlid": "cass_skr_driftn"}, "cass_skr_drifts": {"__spz_name__": "drift south", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_skr_drifts", "dataset": "cass-skr-phase", "description": "Southern SKR phase drift from fixed 10.7928h period)", "display_type": "timeseries", "is_public": "True", "name": "drift south", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "ucd": "time.phase", "units": "deg", "xmlid": "cass_skr_drifts"}, "cass_skr_phin": {"__spz_name__": "phi north", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_skr_phin", "dataset": "cass-skr-phase", "description": "Northern SKR phase", "display_type": "timeseries", "is_public": "True", "name": "phi north", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "ucd": "time.phase", "units": "deg", "xmlid": "cass_skr_phin"}, "cass_skr_phis": {"__spz_name__": "phi south", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_skr_phis", "dataset": "cass-skr-phase", "description": "Southern SKR phase", "display_type": "timeseries", "is_public": "True", "name": "phi south", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "ucd": "time.phase", "units": "deg", "xmlid": "cass_skr_phis"}, "cass_skr_pn": {"__spz_name__": "period north", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_skr_pn", "dataset": "cass-skr-phase", "description": "Northern SKR dominant period", "display_type": "timeseries", "is_public": "True", "name": "period north", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "ucd": "time.period", "units": "hours", "xmlid": "cass_skr_pn"}, "cass_skr_ps": {"__spz_name__": "period south", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "cass_skr_ps", "dataset": "cass-skr-phase", "description": "Southern SKR dominant period", "display_type": "timeseries", "is_public": "True", "name": "period south", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "ucd": "time.period", "units": "hours", "xmlid": "cass_skr_ps"}, "dataSource": "LESIA-OBSPM", "desc": "southern and northern skr phase systems
Sampling: 180S
Provider: LESIA-OBSPM", "is_public": "True", "lastModificationDate": "2012-03-06T22:48:40Z", "lastUpdate": "2012-03-06T22:48:42Z", "measurement_type": "Waves", "name": "skr phase", "processing_level": "Calibrated", "sampling": "180S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cassini/RPWS/cass-skr-phase", "start_date": "2004-01-01T00:00:00Z", "stop_date": "2010-07-12T00:00:00Z", "target": "Saturn", "xmlid": "cass-skr-phase"}, "desc": "Radio and Plasma Wave Science
Antenna", "is_public": "True", "name": "RPWS", "xmlid": "Cassini_rpws"}, "__spz_name__": "Cassini", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Cassini", "att": "auto/Cassini", "desc": "Cassini-Huygens, NASA/ESA mission to Saturn
1997-10-15T00:00:00 - 2017-09-15T00:00:00
Saturn arrival : 2004-07-01", "is_public": "True", "name": "Cassini", "rank": "91", "target": "Saturn", "xmlid": "Cassini"}, "Cluster": {"Cluster_1": {"Analytical_Models": {"__spz_name__": "Analytical Models", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Cluster1_models", "att": "auto/Cluster1_models", "c1_msph_models": {"PriorID": "clust1-orb-all", "__spz_name__": "distance to neutral sheet", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "c1-msph-models", "att": "auto/c1-msph-models", "dataSource": "IRAP", "desc": "Distance to model neutral sheet
Sampling: 1M
Provider: IRAP", "dz_fairfield70_c1_xyz_gse": {"__spz_name__": "dZ Fairfield70", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dz_fairfield70_c1_xyz_gse", "dataset": "c1-msph-models", "description": "Distance (Re) from s/c location to Fairfield1970 neutral sheet position. Depends on spacecraft location in SM coordinates and dipole tilt angle. Valid for Ysm less than 15 Re.", "is_public": "True", "name": "dZ Fairfield70", "predefined": "1", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "template": "dz_fairfield70_##ORBIT##", "units": "Re", "xmlid": "dz_fairfield70_c1_xyz_gse"}, "dz_fairfield80_c1_xyz_gse": {"__spz_name__": "dZ Fairfield80", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dz_fairfield80_c1_xyz_gse", "dataset": "c1-msph-models", "description": "Distance (Re) from s/c location to Fairfield1980 neutral sheet position. Depends on spacecraft location in SM coordinates and dipole tilt angle.", "is_public": "True", "name": "dZ Fairfield80", "predefined": "1", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "template": "dz_fairfield80_##ORBIT##", "units": "Re", "xmlid": "dz_fairfield80_c1_xyz_gse"}, "is_public": "True", "lastModificationDate": "2024-10-06T22:08:27Z", "lastUpdate": "2024-10-06T22:08:27Z", "measurement_type": "Ephemeris", "name": "distance to neutral sheet", "processing_level": "Calibrated", "sampling": "1M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/Models/c1-msph-models", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "target": "Earth", "xmlid": "c1-msph-models"}, "c1_t96_model": {"PriorID": "clust1-orb-all", "__spz_name__": "T96 field model", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "c1-t96-model", "att": "auto/c1-t96-model", "b_t96gse_c1_xyz_gse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "b_t96gse_c1_xyz_gse", "b_t96gse_c1_xyz_gse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gse_c1_xyz_gse(0)", "dataset": "c1-t96-model", "index1": "0", "is_public": "True", "name": "bx", "parameter": "b_t96gse_c1_xyz_gse", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "xmlid": "b_t96gse_c1_xyz_gse(0)"}, "b_t96gse_c1_xyz_gse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gse_c1_xyz_gse(1)", "dataset": "c1-t96-model", "index1": "1", "is_public": "True", "name": "by", "parameter": "b_t96gse_c1_xyz_gse", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "xmlid": "b_t96gse_c1_xyz_gse(1)"}, "b_t96gse_c1_xyz_gse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gse_c1_xyz_gse(2)", "dataset": "c1-t96-model", "index1": "2", "is_public": "True", "name": "bz", "parameter": "b_t96gse_c1_xyz_gse", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "xmlid": "b_t96gse_c1_xyz_gse(2)"}, "dataset": "c1-t96-model", "is_public": "True", "name": "b_gse", "predefined": "1", "size": "3", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "template": "b_t96gse_##ORBIT##", "units": "nT", "xmlid": "b_t96gse_c1_xyz_gse"}, "b_t96gsm_c1_xyz_gse": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "b_t96gsm_c1_xyz_gse", "b_t96gsm_c1_xyz_gse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gsm_c1_xyz_gse(0)", "dataset": "c1-t96-model", "index1": "0", "is_public": "True", "name": "bx", "parameter": "b_t96gsm_c1_xyz_gse", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "xmlid": "b_t96gsm_c1_xyz_gse(0)"}, "b_t96gsm_c1_xyz_gse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gsm_c1_xyz_gse(1)", "dataset": "c1-t96-model", "index1": "1", "is_public": "True", "name": "by", "parameter": "b_t96gsm_c1_xyz_gse", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "xmlid": "b_t96gsm_c1_xyz_gse(1)"}, "b_t96gsm_c1_xyz_gse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gsm_c1_xyz_gse(2)", "dataset": "c1-t96-model", "index1": "2", "is_public": "True", "name": "bz", "parameter": "b_t96gsm_c1_xyz_gse", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "xmlid": "b_t96gsm_c1_xyz_gse(2)"}, "dataset": "c1-t96-model", "is_public": "True", "name": "b_gsm", "predefined": "1", "size": "3", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "template": "b_t96gsm_##ORBIT##", "units": "nT", "xmlid": "b_t96gsm_c1_xyz_gse"}, "b_t96tot_c1_xyz_gse": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "b_t96tot_c1_xyz_gse", "dataset": "c1-t96-model", "description": "Average Magnetic Field magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "predefined": "1", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "template": "b_t96tot_##ORBIT##", "ucd": "phys.magField", "units": "nT", "xmlid": "b_t96tot_c1_xyz_gse"}, "dataSource": "IRAP", "desc": "Tsyganenko96 geomagnetospheric magnetic field model
Sampling: 1M
Provider: IRAP", "is_public": "True", "lastModificationDate": "2024-10-06T22:08:27Z", "lastUpdate": "2024-10-06T22:08:27Z", "measurement_type": "MagneticField", "name": "T96 field model", "processing_level": "Calibrated", "sampling": "1M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/Models/c1-t96-model", "start_date": "2000-08-22T00:00:00Z", "stop_date": "2024-10-02T00:00:00Z", "target": "Earth", "xmlid": "c1-t96-model"}, "desc": "", "is_public": "True", "name": "Analytical Models", "xmlid": "Cluster1_models"}, "CIS_CODIF": {"__spz_name__": "CIS-CODIF", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Cluster1_cis-codif", "att": "auto/Cluster1_cis-codif", "clust1_cis_prp": {"__spz_name__": "prime parameters", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust1-cis-prp", "att": "auto/clust1-cis-prp", "c1_h_dens": {"__spz_name__": "h+ density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", 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Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:10:48Z", "lastUpdate": "2024-08-27T11:19:33Z", "measurement_type": "ThermalPlasma", "name": "ion moments", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/CIS-HIA/clust1-hia-mom", "start_date": "2001-01-10T16:57:51Z", "stop_date": "2020-06-16T19:03:12Z", "target": "Earth.Magnetosheath", "xmlid": "clust1-hia-mom"}, "clust1_hia_pad": {"__spz_name__": "pitch-angle/energy distribution", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust1-hia-pad", "att": "auto/clust1-hia-pad", "c1_hia_pad": {"__spz_name__": "ion flux : 2D pa/energy", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_hia_pad", "dataset": "clust1-hia-pad", "description": "Hot ion pitch angle distribution", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : 2D pa/energy", "start_date": "2001-01-31T01:02:11Z", "stop_date": "2020-06-16T19:03:48Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "c1_hia_pad"}, "c1_hia_pad_angle": {"__spz_name__": "ion flux : sum over energy", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_hia_pad_angle", "dataset": "clust1-hia-pad", "description": "Hot ion pitch angle distribution (sum over all energy bins)", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : sum over energy", "start_date": "2001-01-31T01:02:11Z", "stop_date": "2020-06-16T19:03:48Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "c1_hia_pad_angle"}, "c1_hia_pad_omni": {"__spz_name__": "ion flux : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_hia_pad_omni", "dataset": "clust1-hia-pad", "description": "Hot ion pitch angle distribution (sum over all angle bins)", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : omni", "start_date": "2001-01-31T01:02:11Z", "stop_date": "2020-06-16T19:03:48Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "c1_hia_pad_omni"}, "dataSource": "CSA", "desc": "2D Pitch-Angle/Energy distribution
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:11:54Z", "lastUpdate": "2024-08-28T18:10:07Z", "measurement_type": "ThermalPlasma", "name": "pitch-angle/energy distribution", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/CIS-HIA/clust1-hia-pad", "start_date": "2001-01-31T01:02:11Z", "stop_date": "2020-06-16T19:03:48Z", "target": "Earth.Magnetosheath", "xmlid": "clust1-hia-pad"}, "desc": "Cluster Ion Spectrometry : Hot Ion Analyser
ElectrostaticAnalyser", "is_public": "True", "name": "CIS-HIA", "xmlid": "Cluster1_cis-hia"}, "EFW": {"__spz_name__": "EFW", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Cluster1_efw", "att": "auto/Cluster1_efw", "clust1_efw_ppp": {"__spz_name__": "prime parameters", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust1-efw-ppp", "att": "auto/clust1-efw-ppp", "c1_edusk": {"__spz_name__": "e_dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_edusk", "dataset": "clust1-efw-ppp", "description": "Duskward Electric Field, In spin plane perp to x-gse at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "e_dusk", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:58Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c1_edusk"}, "c1_efw_f1": {"__spz_name__": "e_spectral_density_F1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_efw_f1", "dataset": "clust1-efw-ppp", "description": "E-field spectral density [0.3-10] Hz, from EFW waveform at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "e_spectral_density_F1", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:58Z", "ucd": "phys.density", "units": "(V/m)\u00b2/Hz", "xmlid": "c1_efw_f1"}, "c1_efw_f2": {"__spz_name__": "e_spectral_density_F2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_efw_f2", "dataset": "clust1-efw-ppp", "description": "E-field spectral density [10-180] Hz, from EFW waveform at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "e_spectral_density_F2", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:58Z", "ucd": "phys.density", "units": "(V/m)\u00b2/Hz", "xmlid": "c1_efw_f2"}, "c1_pot": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_pot", "dataset": "clust1-efw-ppp", "description": "Probe potential, Relative to Spacecraft at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:58Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "c1_pot"}, "dataSource": "CSA", "desc": "Cluster 1 Prime Parameters EFW Data
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:09:10Z", "lastUpdate": "2024-08-29T21:58:46Z", "measurement_type": "ElectricField", "name": "prime parameters", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/EFW/clust1-efw-ppp", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:58Z", "target": "Earth.Magnetosheath", "xmlid": "clust1-efw-ppp"}, "desc": "Electric Field and Waves
LongWire", "electric_field": {"__spz_name__": "electric field", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "c1-efw-efield", "clust1_efw_gse": {"__spz_name__": "3D gse", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust1-efw-gse", "att": "auto/clust1-efw-gse", "c1_e_gse": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_e_gse", "c1_e_gse0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_gse(0)", "dataset": "clust1-efw-gse", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c1_e_gse", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_gse(0)"}, "c1_e_gse1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_gse(1)", "dataset": "clust1-efw-gse", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c1_e_gse", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_gse(1)"}, "c1_e_gse2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_gse(2)", "dataset": "clust1-efw-gse", "index1": "2", "is_public": "True", "name": "ez", "parameter": "c1_e_gse", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_gse(2)"}, "dataset": "clust1-efw-gse", "description": "Electric Field in GSE at spin time (4s) resolution (3 components)", "display_type": "timeseries", "is_public": "True", "name": "e_gse", "size": "3", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c1_e_gse"}, "c1_e_gse_qual": {"__spz_name__": "e_quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_e_gse_qual", "dataset": "clust1-efw-gse", "description": "Data quality: 0 (Bad data) to 4 (Excellent data)", "display_type": "timeseries", "is_public": "True", "name": "e_quality", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "meta.code.qual", "xmlid": "c1_e_gse_qual"}, "c1_e_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_e_gsm", "c1_e_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_gsm(0)", "dataset": "clust1-efw-gse", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c1_e_gsm", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_gsm(0)"}, "c1_e_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_gsm(1)", "dataset": "clust1-efw-gse", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c1_e_gsm", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_gsm(1)"}, "c1_e_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_gsm(2)", "dataset": "clust1-efw-gse", "index1": "2", "is_public": "True", "name": "ez", "parameter": "c1_e_gsm", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_gsm(2)"}, "dataset": "clust1-efw-gse", "description": "Electric Field in GSM at spin time (4s) resolution (3 components)", "display_type": "timeseries", "is_public": "True", "name": "e_gsm", "size": "3", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c1_e_gsm"}, "c1_etot": {"__spz_name__": "|e|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_etot", "dataset": "clust1-efw-gse", "description": "Electric Field Magnitude at spin time (4s) resolution", "display_type": "timeseries", "is_public": "True", "name": "|e|", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c1_etot"}, "c1_ez_error": {"__spz_name__": "ez_error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_ez_error", "dataset": "clust1-efw-gse", "description": "Error on the (reconstructed) Z component of the electric field", "display_type": "timeseries", "is_public": "True", "name": "ez_error", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "stat.error", "xmlid": "c1_ez_error"}, "dataSource": "CSA", "desc": "Cluster 1 3D electric field (L3)
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:09:05Z", "lastUpdate": "2024-08-29T10:28:50Z", "measurement_type": "ElectricField", "name": "3D gse", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/EFW/clust1-efw-gse", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "target": "Earth.Magnetosheath", "xmlid": "clust1-efw-gse"}, "clust1_efw_sr2": {"__spz_name__": "2D isr2", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust1-efw-sr2", "att": "auto/clust1-efw-sr2", "c1_e_sr2": {"__spz_name__": "e_sr2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_e_sr2", "c1_e_sr20": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_sr2(0)", "dataset": "clust1-efw-sr2", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c1_e_sr2", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_sr2(0)"}, "c1_e_sr21": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c1_e_sr2(1)", "dataset": "clust1-efw-sr2", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c1_e_sr2", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "xmlid": "c1_e_sr2(1)"}, "dataset": "clust1-efw-sr2", "description": "Electric Field in ISR2 at spin time (4s) resolution (2 components)", "display_type": "timeseries", "is_public": "True", "name": "e_sr2", "size": "2", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c1_e_sr2"}, "c1_e_sr2_qual": {"__spz_name__": "e_quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_e_sr2_qual", "dataset": "clust1-efw-sr2", "description": "Data quality: 0 (Bad data) to 4 (Excellent data)", "display_type": "timeseries", "is_public": "True", "name": "e_quality", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "ucd": "meta.code.qual", "xmlid": "c1_e_sr2_qual"}, "dataSource": "CSA", "desc": "Cluster 1 2D electric field (L3)
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:09:29Z", "lastUpdate": "2024-08-28T10:49:10Z", "measurement_type": "ElectricField", "name": "2D isr2", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster1/EFW/clust1-efw-sr2", "start_date": "2000-12-05T19:32:46Z", "stop_date": "2018-12-10T03:00:14Z", "target": "Earth.Magnetosheath", "xmlid": "clust1-efw-sr2"}, "is_public": "True", "name": "electric field", "xmlid": "c1-efw-efield"}, "is_public": "True", "name": "EFW", "sc_potential": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "c1-efw-pot", "clust1_pot_full": {"__spz_name__": "0.2 sec (full)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust1-pot-full", "att": "auto/clust1-pot-full", "c1_potfull": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c1_potfull", "dataset": "clust1-pot-full", "description": "Probe potential, Relative to Spacecraft at full resolution (0.2s)", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2000-12-05T18:17:00Z", "stop_date": "2024-05-31T23:59:59Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "c1_potfull"}, "dataSource": "CSA", "desc": "Cluster 1 Spacecraft Potential (L2)
Sampling: 0.2S
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Sampling: 4S
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Sampling: 4S
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Sampling: 4S
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Sampling: 4S
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Sampling: 0.2S
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Sampling: 4S
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Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:10:48Z", "lastUpdate": "2024-08-27T13:17:22Z", "measurement_type": "ThermalPlasma", "name": "ion moments", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster3/CIS-HIA/clust3-hia-mom", "start_date": "2001-01-09T17:50:48Z", "stop_date": "2009-11-10T23:59:12Z", "target": "Earth.Magnetosheath", "xmlid": "clust3-hia-mom"}, "clust3_hia_pad": {"__spz_name__": "pitch-angle/energy distribution", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust3-hia-pad", "att": "auto/clust3-hia-pad", "c3_hia_pad": {"__spz_name__": "ion flux : 2D pa/energy", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_hia_pad", "dataset": "clust3-hia-pad", "description": "Hot ion pitch angle distribution", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : 2D pa/energy", "start_date": "2001-01-31T01:02:10Z", "stop_date": "2009-11-10T23:59:43Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "c3_hia_pad"}, "c3_hia_pad_angle": {"__spz_name__": "ion flux : sum over energy", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_hia_pad_angle", "dataset": "clust3-hia-pad", "description": "Hot ion pitch angle distribution (sum over all energy bins)", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : sum over energy", "start_date": "2001-01-31T01:02:10Z", "stop_date": "2009-11-10T23:59:43Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "c3_hia_pad_angle"}, "c3_hia_pad_omni": {"__spz_name__": "ion flux : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_hia_pad_omni", "dataset": "clust3-hia-pad", "description": "Hot ion pitch angle distribution (sum over all angle bins)", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : omni", "start_date": "2001-01-31T01:02:10Z", "stop_date": "2009-11-10T23:59:43Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "c3_hia_pad_omni"}, "dataSource": "CSA", "desc": "2D Pitch-Angle/Energy distribution
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:11:55Z", "lastUpdate": "2024-08-27T20:43:28Z", "measurement_type": "ThermalPlasma", "name": "pitch-angle/energy distribution", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster3/CIS-HIA/clust3-hia-pad", "start_date": "2001-01-31T01:02:10Z", "stop_date": "2009-11-10T23:59:43Z", "target": "Earth.Magnetosheath", "xmlid": "clust3-hia-pad"}, "desc": "Cluster Ion Spectrometry : Hot Ion Analyser
ElectrostaticAnalyser", "is_public": "True", "name": "CIS-HIA", "xmlid": "Cluster3_cis-hia"}, "EFW": {"__spz_name__": "EFW", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Cluster3_efw", "att": "auto/Cluster3_efw", "clust3_efw_ppp": {"__spz_name__": "prime parameters", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust3-efw-ppp", "att": "auto/clust3-efw-ppp", "c3_edusk": {"__spz_name__": "e_dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_edusk", "dataset": "clust3-efw-ppp", "description": "Duskward Electric Field, In spin plane perp to x-gse at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "e_dusk", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:54Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c3_edusk"}, "c3_efw_f1": {"__spz_name__": "e_spectral_density_F1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_efw_f1", "dataset": "clust3-efw-ppp", "description": "E-field spectral density [0.3-10] Hz, from EFW waveform at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "e_spectral_density_F1", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:54Z", "ucd": "phys.density", "units": "(V/m)\u00b2/Hz", "xmlid": "c3_efw_f1"}, "c3_efw_f2": {"__spz_name__": "e_spectral_density_F2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_efw_f2", "dataset": "clust3-efw-ppp", "description": "E-field spectral density [10-180] Hz, from EFW waveform at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "e_spectral_density_F2", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:54Z", "ucd": "phys.density", "units": "(V/m)\u00b2/Hz", "xmlid": "c3_efw_f2"}, "c3_pot": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_pot", "dataset": "clust3-efw-ppp", "description": "Probe potential, Relative to Spacecraft at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:54Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "c3_pot"}, "dataSource": "CSA", "desc": "Cluster 3 Prime Parameters EFW Data
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:09:11Z", "lastUpdate": "2024-08-30T07:57:01Z", "measurement_type": "ElectricField", "name": "prime parameters", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster3/EFW/clust3-efw-ppp", "start_date": "2001-01-01T00:00:02Z", "stop_date": "2019-09-30T23:59:54Z", "target": "Earth.Magnetosheath", "xmlid": "clust3-efw-ppp"}, "desc": "Electric Field and Waves
LongWire", "electric_field": {"__spz_name__": "electric field", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "c3-efw-efield", "clust3_efw_gse": {"__spz_name__": "3D gse", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust3-efw-gse", "att": "auto/clust3-efw-gse", "c3_e_gse": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_e_gse", "c3_e_gse0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_gse(0)", "dataset": "clust3-efw-gse", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c3_e_gse", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_gse(0)"}, "c3_e_gse1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_gse(1)", "dataset": "clust3-efw-gse", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c3_e_gse", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_gse(1)"}, "c3_e_gse2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_gse(2)", "dataset": "clust3-efw-gse", "index1": "2", "is_public": "True", "name": "ez", "parameter": "c3_e_gse", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_gse(2)"}, "dataset": "clust3-efw-gse", "description": "Electric Field in GSE at spin time (4s) resolution (3 components)", "display_type": "timeseries", "is_public": "True", "name": "e_gse", "size": "3", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c3_e_gse"}, "c3_e_gse_qual": {"__spz_name__": "e_quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_e_gse_qual", "dataset": "clust3-efw-gse", "description": "Data quality: 0 (Bad data) to 4 (Excellent data)", "display_type": "timeseries", "is_public": "True", "name": "e_quality", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "meta.code.qual", "xmlid": "c3_e_gse_qual"}, "c3_e_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_e_gsm", "c3_e_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_gsm(0)", "dataset": "clust3-efw-gse", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c3_e_gsm", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_gsm(0)"}, "c3_e_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_gsm(1)", "dataset": "clust3-efw-gse", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c3_e_gsm", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_gsm(1)"}, "c3_e_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_gsm(2)", "dataset": "clust3-efw-gse", "index1": "2", "is_public": "True", "name": "ez", "parameter": "c3_e_gsm", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_gsm(2)"}, "dataset": "clust3-efw-gse", "description": "Electric Field in GSM at spin time (4s) resolution (3 components)", "display_type": "timeseries", "is_public": "True", "name": "e_gsm", "size": "3", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c3_e_gsm"}, "c3_etot": {"__spz_name__": "|e|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_etot", "dataset": "clust3-efw-gse", "description": "Electric Field Magnitude at spin time (4s) resolution", "display_type": "timeseries", "is_public": "True", "name": "|e|", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c3_etot"}, "c3_ez_error": {"__spz_name__": "ez_error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_ez_error", "dataset": "clust3-efw-gse", "description": "Error on the (reconstructed) Z component of the electric field", "display_type": "timeseries", "is_public": "True", "name": "ez_error", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "stat.error", "xmlid": "c3_ez_error"}, "dataSource": "CSA", "desc": "Cluster 3 3D electric field (L3)
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-08-29T14:03:37Z", "lastUpdate": "2024-08-29T14:03:00Z", "measurement_type": "ElectricField", "name": "3D gse", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster3/EFW/clust3-efw-gse", "start_date": "2000-12-02T15:13:02Z", "stop_date": "2014-11-03T20:58:14Z", "target": "Earth.Magnetosheath", "xmlid": "clust3-efw-gse"}, "clust3_efw_sr2": {"__spz_name__": "2D isr2", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust3-efw-sr2", "att": "auto/clust3-efw-sr2", "c3_e_sr2": {"__spz_name__": "e_sr2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_e_sr2", "c3_e_sr20": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_sr2(0)", "dataset": "clust3-efw-sr2", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c3_e_sr2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_sr2(0)"}, "c3_e_sr21": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c3_e_sr2(1)", "dataset": "clust3-efw-sr2", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c3_e_sr2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2014-11-03T20:58:14Z", "xmlid": "c3_e_sr2(1)"}, "dataset": "clust3-efw-sr2", "description": "Electric Field in ISR2 at spin time (4s) resolution (2 components)", "display_type": "timeseries", "is_public": "True", "name": "e_sr2", "size": "2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c3_e_sr2"}, "c3_e_sr2_qual": {"__spz_name__": "e_quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_e_sr2_qual", "dataset": "clust3-efw-sr2", "description": "Data quality: 0 (Bad data) to 4 (Excellent data)", "display_type": "timeseries", "is_public": "True", "name": "e_quality", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2014-11-03T20:58:14Z", "ucd": "meta.code.qual", "xmlid": "c3_e_sr2_qual"}, "dataSource": "CSA", "desc": "Cluster 3 2D electric field (L3)
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-08-28T14:12:23Z", "lastUpdate": "2024-08-28T14:11:13Z", "measurement_type": "ElectricField", "name": "2D isr2", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster3/EFW/clust3-efw-sr2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2014-11-03T20:58:14Z", "target": "Earth.Magnetosheath", "xmlid": "clust3-efw-sr2"}, "is_public": "True", "name": "electric field", "xmlid": "c3-efw-efield"}, "is_public": "True", "name": "EFW", "sc_potential": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "c3-efw-pot", "clust3_pot_full": {"__spz_name__": "0.2 sec (full)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust3-pot-full", "att": "auto/clust3-pot-full", "c3_potfull": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c3_potfull", "dataset": "clust3-pot-full", "description": "Probe potential, Relative to Spacecraft at full resolution (0.2s)", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2000-12-01T00:00:00Z", "stop_date": "2024-05-31T23:59:59Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "c3_potfull"}, "dataSource": "CSA", "desc": "Cluster 3 Spacecraft Potential (L2)
Sampling: 0.2S
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Sampling: 4S
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LongWire", "electric_field": {"__spz_name__": "electric field", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "c4-efw-efield", "clust4_efw_gse": {"__spz_name__": "3D gse", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust4-efw-gse", "att": "auto/clust4-efw-gse", "c4_e_gse": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_e_gse", "c4_e_gse0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_gse(0)", "dataset": "clust4-efw-gse", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c4_e_gse", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_gse(0)"}, "c4_e_gse1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_gse(1)", "dataset": "clust4-efw-gse", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c4_e_gse", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_gse(1)"}, "c4_e_gse2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_gse(2)", "dataset": "clust4-efw-gse", "index1": "2", "is_public": "True", "name": "ez", "parameter": "c4_e_gse", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_gse(2)"}, "dataset": "clust4-efw-gse", "description": "Electric Field in GSE at spin time (4s) resolution (3 components)", "display_type": "timeseries", "is_public": "True", "name": "e_gse", "size": "3", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c4_e_gse"}, "c4_e_gse_qual": {"__spz_name__": "e_quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_e_gse_qual", "dataset": "clust4-efw-gse", "description": "Data quality: 0 (Bad data) to 4 (Excellent data)", "display_type": "timeseries", "is_public": "True", "name": "e_quality", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "meta.code.qual", "xmlid": "c4_e_gse_qual"}, "c4_e_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_e_gsm", "c4_e_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_gsm(0)", "dataset": "clust4-efw-gse", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c4_e_gsm", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_gsm(0)"}, "c4_e_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_gsm(1)", "dataset": "clust4-efw-gse", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c4_e_gsm", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_gsm(1)"}, "c4_e_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_gsm(2)", "dataset": "clust4-efw-gse", "index1": "2", "is_public": "True", "name": "ez", "parameter": "c4_e_gsm", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_gsm(2)"}, "dataset": "clust4-efw-gse", "description": "Electric Field in GSM at spin time (4s) resolution (3 components)", "display_type": "timeseries", "is_public": "True", "name": "e_gsm", "size": "3", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c4_e_gsm"}, "c4_etot": {"__spz_name__": "|e|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_etot", "dataset": "clust4-efw-gse", "description": "Electric Field Magnitude at spin time (4s) resolution", "display_type": "timeseries", "is_public": "True", "name": "|e|", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c4_etot"}, "c4_ez_error": {"__spz_name__": "ez_error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_ez_error", "dataset": "clust4-efw-gse", "description": "Error on the (reconstructed) Z component of the electric field", "display_type": "timeseries", "is_public": "True", "name": "ez_error", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "stat.error", "xmlid": "c4_ez_error"}, "dataSource": "CSA", "desc": "Cluster 4 3D electric field (L3)
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:09:09Z", "lastUpdate": "2024-08-29T16:11:31Z", "measurement_type": "ElectricField", "name": "3D gse", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster4/EFW/clust4-efw-gse", "start_date": "2001-01-07T00:17:02Z", "stop_date": "2022-12-31T23:59:58Z", "target": "Earth.Magnetosheath", "xmlid": "clust4-efw-gse"}, "clust4_efw_sr2": {"__spz_name__": "2D isr2", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust4-efw-sr2", "att": "auto/clust4-efw-sr2", "c4_e_sr2": {"__spz_name__": "e_sr2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_e_sr2", "c4_e_sr20": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_sr2(0)", "dataset": "clust4-efw-sr2", "index1": "0", "is_public": "True", "name": "ex", "parameter": "c4_e_sr2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_sr2(0)"}, "c4_e_sr21": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "c4_e_sr2(1)", "dataset": "clust4-efw-sr2", "index1": "1", "is_public": "True", "name": "ey", "parameter": "c4_e_sr2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2022-12-31T23:59:58Z", "xmlid": "c4_e_sr2(1)"}, "dataset": "clust4-efw-sr2", "description": "Electric Field in ISR2 at spin time (4s) resolution (2 components)", "display_type": "timeseries", "is_public": "True", "name": "e_sr2", "size": "2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "phys.electField", "units": "mV/m", "xmlid": "c4_e_sr2"}, "c4_e_sr2_qual": {"__spz_name__": "e_quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_e_sr2_qual", "dataset": "clust4-efw-sr2", "description": "Data quality: 0 (Bad data) to 4 (Excellent data)", "display_type": "timeseries", "is_public": "True", "name": "e_quality", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2022-12-31T23:59:58Z", "ucd": "meta.code.qual", "xmlid": "c4_e_sr2_qual"}, "dataSource": "CSA", "desc": "Cluster 4 2D electric field (L3)
Sampling: 4S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:09:33Z", "lastUpdate": "2024-08-28T16:15:38Z", "measurement_type": "ElectricField", "name": "2D isr2", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster4/EFW/clust4-efw-sr2", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2022-12-31T23:59:58Z", "target": "Earth.Magnetosheath", "xmlid": "clust4-efw-sr2"}, "is_public": "True", "name": "electric field", "xmlid": "c4-efw-efield"}, "is_public": "True", "name": "EFW", "sc_potential": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "c4-efw-pot", "clust4_pot_full": {"__spz_name__": "0.2 sec (full)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust4-pot-full", "att": "auto/clust4-pot-full", "c4_potfull": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_potfull", "dataset": "clust4-pot-full", "description": "Probe potential, Relative to Spacecraft at full resolution (0.2s)", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2000-12-01T00:00:00Z", "stop_date": "2024-05-31T23:59:59Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "c4_potfull"}, "dataSource": "CSA", "desc": "Cluster 4 Spacecraft Potential (L2)
Sampling: 0.2S
Provider: CSA", "is_public": "True", "lastModificationDate": "2024-10-06T22:12:04Z", "lastUpdate": "2024-09-30T10:16:16Z", "measurement_type": "ElectricField", "name": "0.2 sec (full)", "processing_level": "Calibrated", "sampling": "0.2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Cluster/Cluster4/EFW/clust4-pot-full", "start_date": "2000-12-01T00:00:00Z", "stop_date": "2024-05-31T23:59:59Z", "target": "Earth.Magnetosheath", "xmlid": "clust4-pot-full"}, "clust4_pot_spin": {"__spz_name__": "4 sec (spin)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "clust4-pot-spin", "att": "auto/clust4-pot-spin", "c4_potspin": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "c4_potspin", "dataset": "clust4-pot-spin", "description": "Probe potential, Relative to Spacecraft at spin time resolution (4s)", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2000-12-01T00:00:02Z", "stop_date": "2024-05-31T23:59:58Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "c4_potspin"}, "dataSource": "CSA", "desc": "Cluster 4 Spacecraft Potential (L3)
Sampling: 4S
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Sampling: 1M
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Sampling: 3S
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Sampling: 60S
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Sampling: 4S
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"2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_t(0)"}, "ds1_t1": {"__spz_name__": "t_perp", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_t(1)", "dataset": "dstar1-hia-prp", "index1": "1", "is_public": "True", "name": "t_perp", "parameter": "ds1_t", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_t(1)"}, "is_public": "True", "name": "temperature", "size": "2", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "ucd": "phys.temperature;phys.atmol.ionStage", "units": "eV", "xmlid": "ds1_t"}, "ds1_v": {"__spz_name__": "v_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ds1_v", "dataset": "dstar1-hia-prp", "description": "Double Star 1 HIA ion bulk velocity at spin resolution in GSE Coordinates in units of km/s.", "display_type": "timeseries", "ds1_v0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_v(0)", "dataset": "dstar1-hia-prp", "index1": "0", "is_public": "True", "name": "vx", "parameter": "ds1_v", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_v(0)"}, "ds1_v1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_v(1)", "dataset": "dstar1-hia-prp", "index1": "1", "is_public": "True", "name": "vy", "parameter": "ds1_v", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_v(1)"}, "ds1_v2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_v(2)", "dataset": "dstar1-hia-prp", "index1": "2", "is_public": "True", "name": "vz", "parameter": "ds1_v", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_v(2)"}, "is_public": "True", "name": "v_gse", "size": "3", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "ds1_v"}, "ds1_v_gsm": {"__spz_name__": "v_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ds1_v_gsm", "dataset": "dstar1-hia-prp", "description": "Double Star 1 HIA ion bulk velocity at spin resolution in GSM Coordinates in units of km/s.", "display_type": "timeseries", "ds1_v_gsm0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_v_gsm(0)", "dataset": "dstar1-hia-prp", "index1": "0", "is_public": "True", "name": "vx", "parameter": "ds1_v_gsm", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_v_gsm(0)"}, "ds1_v_gsm1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_v_gsm(1)", "dataset": "dstar1-hia-prp", "index1": "1", "is_public": "True", "name": "vy", "parameter": "ds1_v_gsm", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_v_gsm(1)"}, "ds1_v_gsm2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ds1_v_gsm(2)", "dataset": "dstar1-hia-prp", "index1": "2", "is_public": "True", "name": "vz", "parameter": "ds1_v_gsm", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "xmlid": "ds1_v_gsm(2)"}, "is_public": "True", "name": "v_gsm", "size": "3", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "ds1_v_gsm"}, "is_public": "True", "lastModificationDate": "2012-03-06T22:13:17Z", "lastUpdate": "2012-03-06T22:14:03Z", "measurement_type": "ThermalPlasma", "name": "prime parameters", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/DoubleStar1/HIA/dstar1-hia-prp", "start_date": "2004-02-04T02:40:38Z", "stop_date": "2007-09-29T06:38:33Z", "target": "Earth.Magnetosheath", "xmlid": "dstar1-hia-prp"}, "is_public": "True", "name": "HIA", "xmlid": "DoubleStar1_hia"}, "__spz_name__": "DoubleStar 1", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "DoubleStar1", "att": "auto/DoubleStar1", "desc": "TanCe 1
2003-12-29T19:06:00 - 2007-10-10T00:00:00", "is_public": "True", "name": "DoubleStar 1", "target": "Earth.Magnetosphere.Main", "xmlid": "DoubleStar1"}, "__spz_name__": "Double Star", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "DoubleStar", "att": "auto/DoubleStar", "desc": "Chinese/ESA Magnetospheric mission
2003-12-29T19:06:00 - 2007-10-10T00:00:00", "is_public": "True", "name": "Double Star", "rank": "6", "target": "Earth.Magnetosphere", "xmlid": "DoubleStar"}, "EISCAT": {"ESR_32M": {"__spz_name__": "ESR 32M", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EISCAT_32m", "att": "auto/EISCAT_32m", "desc": "Longyearbyen 32m
Radar", "eiscat_32m_all": {"__spz_name__": "all modes", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "eiscat-32m-all", "att": "auto/eiscat-32m-all", "dataSource": "Madrigal", "desc": "eiscat 32m : all operation modes
Sampling: 22S
Provider: Madrigal", "eiscat_esr32m_az": {"__spz_name__": "azimuth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_az", "dataset": "eiscat-32m-all", "display_type": "timeseries", "is_public": "True", "name": "azimuth", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "units": "deg", "xmlid": "eiscat_esr32m_az"}, "eiscat_esr32m_el": {"__spz_name__": "elevation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_el", "dataset": "eiscat-32m-all", "display_type": "timeseries", "is_public": "True", "name": "elevation", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "units": "deg", "xmlid": "eiscat_esr32m_el"}, "eiscat_esr32m_mode": {"__spz_name__": "mode", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_mode", "dataset": "eiscat-32m-all", "display_type": "timeseries", "is_public": "True", "name": "mode", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "xmlid": "eiscat_esr32m_mode"}, "eiscat_esr32m_ne": {"__spz_name__": "electron density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_ne", "dataset": "eiscat-32m-all", "display_type": "spectrogram", "is_public": "True", "name": "electron density", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "template": "eiscat_esr32m_ne_##mode##_##corrected##_##yaxis##", "units": "m-3", "xmlid": "eiscat_esr32m_ne"}, "eiscat_esr32m_te": {"__spz_name__": "electron temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_te", "dataset": "eiscat-32m-all", "display_type": "spectrogram", "is_public": "True", "name": "electron temperature", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "template": "eiscat_esr32m_te_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_esr32m_te"}, "eiscat_esr32m_ti": {"__spz_name__": "ion temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_ti", "dataset": "eiscat-32m-all", "display_type": "spectrogram", "is_public": "True", "name": "ion temperature", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "template": "eiscat_esr32m_ti_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_esr32m_ti"}, "eiscat_esr32m_vi": {"__spz_name__": "ion velocity", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr32m_vi", "dataset": "eiscat-32m-all", "display_type": "spectrogram", "is_public": "True", "name": "ion velocity", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "template": "eiscat_esr32m_vi_##mode##_##corrected##_##yaxis##", "units": "m/s", "xmlid": "eiscat_esr32m_vi"}, "is_public": "True", "lastModificationDate": "2018-04-13T18:11:56Z", "lastUpdate": "2018-04-13T18:11:33Z", "measurement_type": "ThermalPlasma", "name": "all modes", "processing_level": "Calibrated", "sampling": "22S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/EISCAT/32M/eiscat-32m-all", "start_date": "2007-12-04T11:35:08Z", "stop_date": "2012-02-16T00:23:41Z", "target": "Earth", "xmlid": "eiscat-32m-all"}, "is_public": "True", "name": "ESR 32M", "xmlid": "EISCAT_32m"}, "ESR_42M": {"__spz_name__": "ESR 42M", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EISCAT_42m", "att": "auto/EISCAT_42m", "desc": "Longyearbyen 42m
Radar", "eiscat_42m_all": {"__spz_name__": "field-aligned", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "eiscat-42m-all", "att": "auto/eiscat-42m-all", "dataSource": "Madrigal", "desc": "eiscat 42m : field-aligned mode
Sampling: 60S
Provider: Madrigal", "eiscat_esr42m_az": {"__spz_name__": "azimuth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_az", "dataset": "eiscat-42m-all", "display_type": "timeseries", "is_public": "True", "name": "azimuth", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "units": "deg", "xmlid": "eiscat_esr42m_az"}, "eiscat_esr42m_el": {"__spz_name__": "elevation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_el", "dataset": "eiscat-42m-all", "display_type": "timeseries", "is_public": "True", "name": "elevation", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "units": "deg", "xmlid": "eiscat_esr42m_el"}, "eiscat_esr42m_mode": {"__spz_name__": "mode", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_mode", "dataset": "eiscat-42m-all", "display_type": "timeseries", "is_public": "True", "name": "mode", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "xmlid": "eiscat_esr42m_mode"}, "eiscat_esr42m_ne": {"__spz_name__": "electron density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_ne", "dataset": "eiscat-42m-all", "display_type": "spectrogram", "is_public": "True", "name": "electron density", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "template": "eiscat_esr42m_ne_##mode##_##corrected##_##yaxis##", "units": "m-3", "xmlid": "eiscat_esr42m_ne"}, "eiscat_esr42m_te": {"__spz_name__": "electron temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_te", "dataset": "eiscat-42m-all", "display_type": "spectrogram", "is_public": "True", "name": "electron temperature", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "template": "eiscat_esr42m_te_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_esr42m_te"}, "eiscat_esr42m_ti": {"__spz_name__": "ion temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_ti", "dataset": "eiscat-42m-all", "display_type": "spectrogram", "is_public": "True", "name": "ion temperature", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "template": "eiscat_esr42m_ti_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_esr42m_ti"}, "eiscat_esr42m_vi": {"__spz_name__": "ion velocity", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_esr42m_vi", "dataset": "eiscat-42m-all", "display_type": "spectrogram", "is_public": "True", "name": "ion velocity", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "template": "eiscat_esr42m_vi_##mode##_##corrected##_##yaxis##", "units": "m/s", "xmlid": "eiscat_esr42m_vi"}, "is_public": "True", "lastModificationDate": "2018-04-13T18:22:44Z", "lastUpdate": "2018-04-13T18:21:37Z", "measurement_type": "ThermalPlasma", "name": "field-aligned", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/EISCAT/42M/eiscat-42m-all", "start_date": "2003-11-01T00:00:48Z", "stop_date": "2012-02-16T01:59:34Z", "target": "Earth", "xmlid": "eiscat-42m-all"}, "is_public": "True", "name": "ESR 42M", "xmlid": "EISCAT_42m"}, "UHF": {"__spz_name__": "UHF", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EISCAT_uhf", "att": "auto/EISCAT_uhf", "desc": "Tromso UHF
Radar", "eiscat_uhf_all": {"__spz_name__": "all modes", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "eiscat-uhf-all", "att": "auto/eiscat-uhf-all", "dataSource": "Madrigal", "desc": "eiscat uhf : all operation modes
Sampling: 60S
Provider: Madrigal", "eiscat_uhf_az": {"__spz_name__": "azimuth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_az", "dataset": "eiscat-uhf-all", "display_type": "timeseries", "is_public": "True", "name": "azimuth", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "units": "deg", "xmlid": "eiscat_uhf_az"}, "eiscat_uhf_el": {"__spz_name__": "elevation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_el", "dataset": "eiscat-uhf-all", "display_type": "timeseries", "is_public": "True", "name": "elevation", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "units": "deg", "xmlid": "eiscat_uhf_el"}, "eiscat_uhf_mode": {"__spz_name__": "mode", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_mode", "dataset": "eiscat-uhf-all", "display_type": "timeseries", "is_public": "True", "name": "mode", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "xmlid": "eiscat_uhf_mode"}, "eiscat_uhf_ne": {"__spz_name__": "electron density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_ne", "dataset": "eiscat-uhf-all", "display_type": "spectrogram", "is_public": "True", "name": "electron density", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "template": "eiscat_uhf_ne_##mode##_##corrected##_##yaxis##", "units": "m-3", "xmlid": "eiscat_uhf_ne"}, "eiscat_uhf_te": {"__spz_name__": "electron temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_te", "dataset": "eiscat-uhf-all", "display_type": "spectrogram", "is_public": "True", "name": "electron temperature", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "template": "eiscat_uhf_te_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_uhf_te"}, "eiscat_uhf_ti": {"__spz_name__": "ion temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_ti", "dataset": "eiscat-uhf-all", "display_type": "spectrogram", "is_public": "True", "name": "ion temperature", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "template": "eiscat_uhf_ti_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_uhf_ti"}, "eiscat_uhf_vi": {"__spz_name__": "ion velocity", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_uhf_vi", "dataset": "eiscat-uhf-all", "display_type": "spectrogram", "is_public": "True", "name": "ion velocity", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "template": "eiscat_uhf_vi_##mode##_##corrected##_##yaxis##", "units": "m/s", "xmlid": "eiscat_uhf_vi"}, "is_public": "True", "lastModificationDate": "2018-02-07T16:31:57Z", "lastUpdate": "2018-02-07T16:31:57Z", "measurement_type": "ThermalPlasma", "name": "all modes", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/EISCAT/UHF/eiscat-uhf-all", "start_date": "2003-10-29T09:09:52Z", "stop_date": "2011-02-18T23:59:30Z", "target": "Earth", "xmlid": "eiscat-uhf-all"}, "is_public": "True", "name": "UHF", "xmlid": "EISCAT_uhf"}, "VHF": {"__spz_name__": "VHF", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EISCAT_vhf", "att": "auto/EISCAT_vhf", "desc": "Tromso VHF
Radar", "eiscat_vhf_all": {"__spz_name__": "all modes", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "eiscat-vhf-all", "att": "auto/eiscat-vhf-all", "dataSource": "Madrigal", "desc": "eiscat vhf : all operation modes
Sampling: 60S
Provider: Madrigal", "eiscat_vhf_az": {"__spz_name__": "azimuth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_az", "dataset": "eiscat-vhf-all", "display_type": "timeseries", "is_public": "True", "name": "azimuth", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "units": "deg", "xmlid": "eiscat_vhf_az"}, "eiscat_vhf_el": {"__spz_name__": "elevation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_el", "dataset": "eiscat-vhf-all", "display_type": "timeseries", "is_public": "True", "name": "elevation", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "units": "deg", "xmlid": "eiscat_vhf_el"}, "eiscat_vhf_mode": {"__spz_name__": "mode", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_mode", "dataset": "eiscat-vhf-all", "display_type": "timeseries", "is_public": "True", "name": "mode", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "xmlid": "eiscat_vhf_mode"}, "eiscat_vhf_ne": {"__spz_name__": "electron density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_ne", "dataset": "eiscat-vhf-all", "display_type": "spectrogram", "is_public": "True", "name": "electron density", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "template": "eiscat_vhf_ne_##mode##_##corrected##_##yaxis##", "units": "m-3", "xmlid": "eiscat_vhf_ne"}, "eiscat_vhf_te": {"__spz_name__": "electron temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_te", "dataset": "eiscat-vhf-all", "display_type": "spectrogram", "is_public": "True", "name": "electron temperature", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "template": "eiscat_vhf_te_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_vhf_te"}, "eiscat_vhf_ti": {"__spz_name__": "ion temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_ti", "dataset": "eiscat-vhf-all", "display_type": "spectrogram", "is_public": "True", "name": "ion temperature", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "template": "eiscat_vhf_ti_##mode##_##corrected##_##yaxis##", "units": "K", "xmlid": "eiscat_vhf_ti"}, "eiscat_vhf_vi": {"__spz_name__": "ion velocity", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "eiscat_vhf_vi", "dataset": "eiscat-vhf-all", "display_type": "spectrogram", "is_public": "True", "name": "ion velocity", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "template": "eiscat_vhf_vi_##mode##_##corrected##_##yaxis##", "units": "m/s", "xmlid": "eiscat_vhf_vi"}, "is_public": "True", "lastModificationDate": "2018-04-13T18:25:45Z", "lastUpdate": "2018-04-13T18:24:21Z", "measurement_type": "ThermalPlasma", "name": "all modes", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/EISCAT/VHF/eiscat-vhf-all", "start_date": "2007-12-05T06:08:32Z", "stop_date": "2011-02-19T00:59:10Z", "target": "Earth", "xmlid": "eiscat-vhf-all"}, "is_public": "True", "name": "VHF", "xmlid": "EISCAT_vhf"}, "__spz_name__": "EISCAT", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EISCAT", "att": "auto/EISCAT", "desc": "European Incoherent Scatter Scientific Association
1984-01-17T00:00:00
1984-01-17 : UHF (Tromso, Kiruna, Sodankyl\u00e4)
1990-06-12 : VHF (Tromso)
1997-03-11 : ESR (Svalbard)", "is_public": "True", "name": "EISCAT", "rank": "6", "target": "Earth", "xmlid": "EISCAT"}, "Freja": {"ESP": {"__spz_name__": "ESP", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Freja_esp", "att": "auto/Freja_esp", "desc": "Electron Spectrometers
Spectrometer", "fja_sc_charg": {"__spz_name__": "charging events", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "fja-sc-charg", "att": "auto/fja-sc-charg", "dataSource": "ESA", "desc": "
Sampling: 60S
Provider: ESA", "fja_sc_ang": {"__spz_name__": "angle", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_ang", "dataset": "fja-sc-charg", "description": "Freja spin axis angle vs. magnetic field direction", "display_type": "timeseries", "is_public": "True", "name": "angle", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "units": "deg", "xmlid": "fja_sc_ang"}, "fja_sc_df": {"__spz_name__": "e- distr. fun.", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_df", "dataset": "fja-sc-charg", "description": "Electron spectra", "display_type": "spectrogram", "is_public": "True", "name": "e- distr. fun.", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "units": "1/(cm\u00b2 s\u00b2 str eV)", "xmlid": "fja_sc_df"}, "fja_sc_dur": {"__spz_name__": "duration", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_dur", "dataset": "fja-sc-charg", "description": "Event duration", "display_type": "timeseries", "is_public": "True", "name": "duration", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "units": "s", "xmlid": "fja_sc_dur"}, "fja_sc_n": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_n", "dataset": "fja-sc-charg", "description": "Electron density", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "units": "cm-3", "xmlid": "fja_sc_n"}, "fja_sc_orb": {"__spz_name__": "orbit nb", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_orb", "dataset": "fja-sc-charg", "description": "Orbit number", "display_type": "timeseries", "is_public": "True", "name": "orbit nb", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "xmlid": "fja_sc_orb"}, "fja_sc_q": {"__spz_name__": "q_peak", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_q", "dataset": "fja-sc-charg", "description": "peak charging level", "display_type": "timeseries", "is_public": "True", "name": "q_peak", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "units": "V", "xmlid": "fja_sc_q"}, "fja_sc_sun": {"__spz_name__": "sun conditions", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_sc_sun", "dataset": "fja-sc-charg", "description": "Sunlight conditions (eclpise=1, Sunlight = 0, Both = 2)", "display_type": "timeseries", "is_public": "True", "name": "sun conditions", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "xmlid": "fja_sc_sun"}, "is_public": "True", "lastModificationDate": "2023-04-26T14:47:27Z", "lastUpdate": "2023-04-26T14:47:21Z", "measurement_type": "EnergeticParticles", "name": "charging events", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/FREJA/ESP/fja-sc-charg", "start_date": "1992-11-03T09:33:39Z", "stop_date": "1994-04-10T01:39:40Z", "target": "Earth.Magnetosphere", "xmlid": "fja-sc-charg"}, "is_public": "True", "name": "ESP", "xmlid": "Freja_esp"}, "MFE": {"__spz_name__": "MFE", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Freja_mfe", "att": "auto/Freja_mfe", "desc": "Magnetic Field Experiment
Magnetometer", "fja_mfe_1hz": {"__spz_name__": "1 Hz data", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "fja-mfe-1hz", "att": "auto/fja-mfe-1hz", "dataSource": "JHUPL", "desc": "
Sampling: 1S
Provider: JHUPL", "fja_mfe_alt": {"__spz_name__": "altitude", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_mfe_alt", "dataset": "fja-mfe-1hz", "description": "spacecraft altitude in geographic coordinates", "display_type": "timeseries", "is_public": "True", "name": "altitude", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "units": "km", "xmlid": "fja_mfe_alt"}, "fja_mfe_b": {"__spz_name__": "b_geo", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_mfe_b", "dataset": "fja-mfe-1hz", "description": "magnetic field in geographic coordinates", "display_type": "timeseries", "fja_mfe_b0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "fja_mfe_b(0)", "dataset": "fja-mfe-1hz", "index1": "0", "is_public": "True", "name": "bx", "parameter": "fja_mfe_b", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "xmlid": "fja_mfe_b(0)"}, "fja_mfe_b1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "fja_mfe_b(1)", "dataset": "fja-mfe-1hz", "index1": "1", "is_public": "True", "name": "by", "parameter": "fja_mfe_b", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "xmlid": "fja_mfe_b(1)"}, "fja_mfe_b2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "fja_mfe_b(2)", "dataset": "fja-mfe-1hz", "index1": "2", "is_public": "True", "name": "bz", "parameter": "fja_mfe_b", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "xmlid": "fja_mfe_b(2)"}, "is_public": "True", "name": "b_geo", "size": "3", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "units": "nT", "xmlid": "fja_mfe_b"}, "fja_mfe_lat": {"__spz_name__": "latitude_geo", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_mfe_lat", "dataset": "fja-mfe-1hz", "description": "spacecraft latitude in geographic coordinates", "display_type": "timeseries", "is_public": "True", "name": "latitude_geo", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "units": "deg", "xmlid": "fja_mfe_lat"}, "fja_mfe_lon": {"__spz_name__": "longitude_geo", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_mfe_lon", "dataset": "fja-mfe-1hz", "description": "spacecraft longitude in geographic coordinates", "display_type": "timeseries", "is_public": "True", "name": "longitude_geo", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "units": "deg", "xmlid": "fja_mfe_lon"}, "fja_mfe_pert": {"__spz_name__": "perturbation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "fja_mfe_pert", "dataset": "fja-mfe-1hz", "description": "DC perturbaton magnetic field, North, East and Parallel components", "display_type": "timeseries", "fja_mfe_pert0": {"__spz_name__": "north", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "fja_mfe_pert(0)", "dataset": "fja-mfe-1hz", "index1": "0", "is_public": "True", "name": "north", "parameter": "fja_mfe_pert", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "xmlid": "fja_mfe_pert(0)"}, "fja_mfe_pert1": {"__spz_name__": "east", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "fja_mfe_pert(1)", "dataset": "fja-mfe-1hz", "index1": "1", "is_public": "True", "name": "east", "parameter": "fja_mfe_pert", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "xmlid": "fja_mfe_pert(1)"}, "fja_mfe_pert2": {"__spz_name__": "parallel", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "fja_mfe_pert(2)", "dataset": "fja-mfe-1hz", "index1": "2", "is_public": "True", "name": "parallel", "parameter": "fja_mfe_pert", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "xmlid": "fja_mfe_pert(2)"}, "is_public": "True", "name": "perturbation", "size": "3", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "units": "nT", "xmlid": "fja_mfe_pert"}, "is_public": "True", "lastModificationDate": "2023-04-26T13:44:03Z", "lastUpdate": "2023-04-26T13:38:45Z", "measurement_type": "MagneticField", "name": "1 Hz data", "processing_level": "Calibrated", "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/FREJA/MFE/fja-mfe-1hz", "start_date": "1992-10-24T22:22:10Z", "stop_date": "1995-02-15T18:33:00Z", "target": "Earth.Magnetosphere", "xmlid": "fja-mfe-1hz"}, "is_public": "True", "name": "MFE", "xmlid": "Freja_mfe"}, "__spz_name__": "Freja", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Freja", "att": "auto/Freja", "desc": "The Freja magnetospheric satellite
1992-10-06T00:00:00 - 1995-02-15T23:59:59", "is_public": "True", "name": "Freja", "rank": "6", "target": "Earth.Magnetosphere", "xmlid": "Freja"}, "Galileo": {"EPD": {"__spz_name__": "EPD", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Galileo_epd", "att": "auto/Galileo_epd", "desc": "Energetic Particles Detector
EnergeticParticleInstrument", "is_public": "True", "name": "EPD", "realtime_mode": {"__spz_name__": "realtime mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "gll-epd-realtime", "gll_epd_ert": {"__spz_name__": "electron channels", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-epd-ert", "att": "auto/gll-epd-ert", "dataSource": "JHU/APL", "desc": "Energetic electrons : omnidirectional
MinSampling: 600S; MaxSampling: 720S
Provider: JHU/APL", "gll_epd_bcnts_e": {"__spz_name__": "e- : B1 : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_bcnts_e", "dataset": "gll-epd-ert", "display_type": "timeseries", "is_public": "True", "name": "e- : B1 : cnts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_bcnts_e"}, "gll_epd_dccounts": {"__spz_name__": "e- : DC[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_dccounts", "dataset": "gll-epd-ert", "display_type": "timeseries", "gll_epd_dccounts0": {"__spz_name__": "DC0 : > 14 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_dccounts(0)", "dataset": "gll-epd-ert", "index1": "0", "is_public": "True", "name": "DC0 : > 14 MeV", "parameter": "gll_epd_dccounts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "xmlid": "gll_epd_dccounts(0)"}, "gll_epd_dccounts1": {"__spz_name__": "DC1 : > 30 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_dccounts(1)", "dataset": "gll-epd-ert", "index1": "1", "is_public": "True", "name": "DC1 : > 30 MeV", "parameter": "gll_epd_dccounts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "xmlid": "gll_epd_dccounts(1)"}, "gll_epd_dccounts2": {"__spz_name__": "DC2 : > 1.8 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_dccounts(2)", "dataset": "gll-epd-ert", "index1": "2", "is_public": "True", "name": "DC2 : > 1.8 MeV", "parameter": "gll_epd_dccounts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "xmlid": "gll_epd_dccounts(2)"}, "gll_epd_dccounts3": {"__spz_name__": "DC3 : > 10.8 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_dccounts(3)", "dataset": "gll-epd-ert", "index1": "2", "is_public": "True", "name": "DC3 : > 10.8 MeV", "parameter": "gll_epd_dccounts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "xmlid": "gll_epd_dccounts(3)"}, "is_public": "True", "name": "e- : DC[0-3] : cnts", "size": "4", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_dccounts"}, "gll_epd_ecounts": {"__spz_name__": "e- : E[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_ecounts", "dataset": "gll-epd-ert", "display_type": "spectrogram", "is_public": "True", "name": "e- : E[0-3] : cnts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_ecounts"}, "gll_epd_eflux": {"__spz_name__": "e- : E[0-3] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_eflux", "dataset": "gll-epd-ert", "display_type": "spectrogram", "is_public": "True", "name": "e- : E[0-3] : flux", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "cm\u207b\u00b2.s\u207b\u00b9.sr\u207b\u00b9.keV\u207b\u00b9", "xmlid": "gll_epd_eflux"}, "gll_epd_fcounts": {"__spz_name__": "e- : F[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_fcounts", "dataset": "gll-epd-ert", "display_type": "spectrogram", "is_public": "True", "name": "e- : F[0-3] : cnts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_fcounts"}, "gll_epd_fflux": {"__spz_name__": "e- : F[0-3] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_fflux", "dataset": "gll-epd-ert", "display_type": "spectrogram", "is_public": "True", "name": "e- : F[0-3] : flux", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "cm\u207b\u00b2.s\u207b\u00b9.sr\u207b\u00b9.keV\u207b\u00b9", "xmlid": 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MinSampling: 600S; MaxSampling: 720S
Provider: JHU/APL", "gll_epd_acounts": {"__spz_name__": "all : A[0-8] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_acounts", "dataset": "gll-epd-rt", "display_type": "spectrogram", "is_public": "True", "name": "all : A[0-8] : cnts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_acounts"}, "gll_epd_aflux": {"__spz_name__": "all : A[0-8] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_aflux", "dataset": "gll-epd-rt", "display_type": "spectrogram", "is_public": "True", "name": "all : A[0-8] : flux", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "cm\u207b\u00b2.s\u207b\u00b9.sr\u207b\u00b9.keV\u207b\u00b9", "xmlid": "gll_epd_aflux"}, "gll_epd_bprotcnts": {"__spz_name__": "h : B[0,2] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": 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"xmlid": "gll_epd_l"}, "gll_epd_tacounts": {"__spz_name__": "he : TA[1-2] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_tacounts", "dataset": "gll-epd-rt", "display_type": "spectrogram", "is_public": "True", "name": "he : TA[1-2] : cnts", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_tacounts"}, "gll_epd_taflux": {"__spz_name__": "he : TA[1-2] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_taflux", "dataset": "gll-epd-rt", "display_type": "spectrogram", "is_public": "True", "name": "he : TA[1-2] : flux", "start_date": "1996-05-27T00:14:24Z", "stop_date": "2003-09-21T18:15:57Z", "units": "cm\u207b\u00b2.s\u207b\u00b9.sr\u207b\u00b9.keV\u207b\u00b9", "xmlid": "gll_epd_taflux"}, "gll_epd_tocounts": {"__spz_name__": "o : TO[1-4] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": 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"__spz_type__": "SpeasyIndex", "__spz_uid__": "gll-epd-record-el", "gll_epd_amalele": {"__spz_name__": "flyby amalthea", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-epd-amalele", "att": "auto/gll-epd-amalele", "dataSource": "JHU/APL", "desc": "flyby amalthea : electrons
MinSampling: 1S; MaxSampling: 2S
Provider: JHU/APL", "gll_epd_am_dccnts": {"__spz_name__": "e- : DC[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_am_dccnts", "dataset": "gll-epd-amalele", "display_type": "timeseries", "gll_epd_am_dccnts0": {"__spz_name__": "DC0 : > 14 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_am_dccnts(0)", "dataset": "gll-epd-amalele", "index1": "0", "is_public": "True", "name": "DC0 : > 14 MeV", "parameter": "gll_epd_am_dccnts", "start_date": "2002-11-05T02:44:40Z", "stop_date": "2002-11-05T06:35:08Z", "xmlid": "gll_epd_am_dccnts(0)"}, "gll_epd_am_dccnts1": {"__spz_name__": "DC1 : > 30 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_am_dccnts(1)", "dataset": "gll-epd-amalele", "index1": "1", "is_public": "True", "name": "DC1 : > 30 MeV", "parameter": "gll_epd_am_dccnts", "start_date": "2002-11-05T02:44:40Z", "stop_date": "2002-11-05T06:35:08Z", "xmlid": 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MinSampling: 1S; MaxSampling: 2S
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MinSampling: 1S; MaxSampling: 2S
Provider: JHU/APL", "gll_epd_io_dccnts": {"__spz_name__": "e- : DC[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_io_dccnts", "dataset": "gll-epd-ioele", "display_type": "timeseries", "gll_epd_io_dccnts0": {"__spz_name__": "DC0 : > 14 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_io_dccnts(0)", "dataset": "gll-epd-ioele", "index1": "0", "is_public": "True", "name": "DC0 : > 14 MeV", "parameter": "gll_epd_io_dccnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "xmlid": "gll_epd_io_dccnts(0)"}, "gll_epd_io_dccnts1": {"__spz_name__": "DC1 : > 30 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_io_dccnts(1)", "dataset": "gll-epd-ioele", "index1": "1", "is_public": "True", "name": "DC1 : > 30 MeV", "parameter": "gll_epd_io_dccnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "xmlid": "gll_epd_io_dccnts(1)"}, "gll_epd_io_dccnts2": {"__spz_name__": "DC2 : > 1.8 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_io_dccnts(2)", "dataset": "gll-epd-ioele", "index1": "2", "is_public": "True", "name": "DC2 : > 1.8 MeV", "parameter": "gll_epd_io_dccnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "xmlid": "gll_epd_io_dccnts(2)"}, "gll_epd_io_dccnts3": {"__spz_name__": "DC3 : > 10.8 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gll_epd_io_dccnts(3)", "dataset": "gll-epd-ioele", "index1": "2", "is_public": "True", "name": "DC3 : > 10.8 MeV", "parameter": "gll_epd_io_dccnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "xmlid": "gll_epd_io_dccnts(3)"}, "is_public": "True", "name": "e- : DC[0-3] : cnts", "size": "4", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_io_dccnts"}, "gll_epd_io_ecnts": {"__spz_name__": "e- : E[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_io_ecnts", "dataset": "gll-epd-ioele", "display_type": "spectrogram", "is_public": "True", "name": "e- : E[0-3] : cnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_io_ecnts"}, "gll_epd_io_fcnts": {"__spz_name__": "e- : F[0-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_io_fcnts", "dataset": "gll-epd-ioele", "display_type": "spectrogram", "is_public": "True", "name": "e- : F[0-3] : cnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_io_fcnts"}, "gll_epd_ioel_bcnts": {"__spz_name__": "e- : B1 : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_ioel_bcnts", "dataset": "gll-epd-ioele", "display_type": "timeseries", "is_public": "True", "name": "e- : B1 : cnts", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_ioel_bcnts"}, "gll_epd_l_ioel": {"__spz_name__": "L-shell", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_l_ioel", "dataset": "gll-epd-ioele", "display_type": "timeseries", "is_public": "True", "name": "L-shell", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "xmlid": "gll_epd_l_ioel"}, "gll_epd_motor_ioel": {"__spz_name__": "motor position", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_motor_ioel", "dataset": "gll-epd-ioele", "display_type": "timeseries", "is_public": "True", "name": "motor position", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "xmlid": "gll_epd_motor_ioel"}, "gll_epd_paloc_ioel": {"__spz_name__": "local pitch angle", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_paloc_ioel", "dataset": "gll-epd-ioele", "display_type": "timeseries", "is_public": "True", "name": "local pitch angle", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "units": "degree", "xmlid": "gll_epd_paloc_ioel"}, "is_public": "True", "lastModificationDate": "2019-03-26T14:36:24Z", "lastUpdate": "2019-03-25T10:17:27Z", "maxSampling": "2S", "measurement_type": "EnergeticParticles", "name": "flybys io", "processing_level": "Calibrated", "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Galileo/EPD/gll-epd-ioele", "start_date": "1995-12-07T15:20:57Z", "stop_date": "2001-08-06T05:28:59Z", "target": "Jupiter", "xmlid": "gll-epd-ioele"}, "gll_epd_survele": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-epd-survele", "att": "auto/gll-epd-survele", "dataSource": "JHU/APL", "desc": "survey : electrons
MinSampling: 1S; MaxSampling: 2S
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MinSampling: 600S; MaxSampling: 720S
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"spase://CNES/NumericalData/CDPP-AMDA/Galileo/EPD/gll-epd-euroion", "start_date": "1996-12-19T06:33:25Z", "stop_date": "2000-01-03T18:29:12Z", "target": "Jupiter", "xmlid": "gll-epd-euroion"}, "gll_epd_ganyion": {"__spz_name__": "flybys ganymede", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-epd-ganyion", "att": "auto/gll-epd-ganyion", "dataSource": "JHU/APL", "desc": "flybys ganymede : ions
MinSampling: 600S; MaxSampling: 720S
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"gll_epd_ga_cmflux": {"__spz_name__": "o : CM[1,3,4] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_ga_cmflux", "dataset": "gll-epd-ganyion", "display_type": "spectrogram", "is_public": "True", "name": "o : CM[1,3,4] : flux", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "units": "cm\u207b\u00b2.s\u207b\u00b9.sr\u207b\u00b9.keV\u207b\u00b9", "xmlid": "gll_epd_ga_cmflux"}, "gll_epd_ga_cncnts": {"__spz_name__": "ions: CN[0-1] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_ga_cncnts", "dataset": "gll-epd-ganyion", "display_type": "spectrogram", "is_public": "True", "name": "ions: CN[0-1] : cnts", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_ga_cncnts"}, "gll_epd_ga_cnflux": {"__spz_name__": "ions : CN[0-1] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": 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"xmlid": "gll_epd_ga_toflux"}, "gll_epd_ga_tpcnts": {"__spz_name__": "h : TP[1-3] : cnts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_ga_tpcnts", "dataset": "gll-epd-ganyion", "display_type": "spectrogram", "is_public": "True", "name": "h : TP[1-3] : cnts", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "units": "s\u207b\u00b9", "xmlid": "gll_epd_ga_tpcnts"}, "gll_epd_ga_tpflux": {"__spz_name__": "h : TP[1-3] : flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_ga_tpflux", "dataset": "gll-epd-ganyion", "display_type": "spectrogram", "is_public": "True", "name": "h : TP[1-3] : flux", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "units": "cm\u207b\u00b2.s\u207b\u00b9.sr\u207b\u00b9.keV\u207b\u00b9", "xmlid": "gll_epd_ga_tpflux"}, "gll_epd_ga_tscnts": {"__spz_name__": "s : TS[1-3] : cnts", "__spz_provider__": "amda", "__spz_type__": 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position", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_motor_gaion", "dataset": "gll-epd-ganyion", "display_type": "timeseries", "is_public": "True", "name": "motor position", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "xmlid": "gll_epd_motor_gaion"}, "gll_epd_paloc_gaion": {"__spz_name__": "local pitch angle", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_epd_paloc_gaion", "dataset": "gll-epd-ganyion", "display_type": "timeseries", "is_public": "True", "name": "local pitch angle", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "units": "degree", "xmlid": "gll_epd_paloc_gaion"}, "is_public": "True", "lastModificationDate": "2019-04-02T11:36:29Z", "lastUpdate": "2019-03-29T13:36:56Z", "maxSampling": "720S", "measurement_type": "EnergeticParticles", "name": "flybys ganymede", "processing_level": "Calibrated", "sampling": "600S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Galileo/EPD/gll-epd-ganyion", "start_date": "1996-09-06T18:32:47Z", "stop_date": "2000-12-28T08:54:17Z", "target": "Jupiter", "xmlid": "gll-epd-ganyion"}, "gll_epd_ioion": {"__spz_name__": "flybys io", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-epd-ioion", "att": "auto/gll-epd-ioion", "dataSource": "JHU/APL", "desc": "flybys io : ions
MinSampling: 600S; MaxSampling: 720S
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Provider: PDS", "gll_pls_reale4": {"__spz_name__": "electrons e4", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_pls_reale4", "dataset": "gll-pls-real", "description": "energy-time spectrogram of ion counts for the E4 detector", "display_type": "spectrogram", "is_public": "True", "name": "electrons e4", "start_date": "1995-12-07T15:21:07Z", "stop_date": "2003-09-21T18:13:44Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "gll_pls_reale4"}, "gll_pls_realp2": {"__spz_name__": "ions p2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_pls_realp2", "dataset": "gll-pls-real", "description": "energy-time spectrogram of ion counts for the P2 detector", "display_type": "spectrogram", "is_public": "True", "name": "ions p2", "start_date": "1995-12-07T15:21:07Z", "stop_date": "2003-09-21T18:13:44Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "gll_pls_realp2"}, "gll_pls_realp4": {"__spz_name__": "ions p4", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_pls_realp4", "dataset": "gll-pls-real", "description": "energy-time spectrogram of ion counts for the P4 detector", "display_type": "spectrogram", "is_public": "True", "name": "ions p4", "start_date": "1995-12-07T15:21:07Z", "stop_date": "2003-09-21T18:13:44Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "gll_pls_realp4"}, "gll_pls_realp6": {"__spz_name__": "ions p6", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_pls_realp6", "dataset": "gll-pls-real", "description": "energy-time spectrogram of ion counts for the P6 detector", "display_type": "spectrogram", "is_public": "True", "name": "ions p6", "start_date": "1995-12-07T15:21:07Z", "stop_date": "2003-09-21T18:13:44Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "gll_pls_realp6"}, "is_public": "True", "lastModificationDate": "2012-03-06T19:42:31Z", "lastUpdate": "2012-03-06T19:42:34Z", "maxSampling": "1800S", "measurement_type": "ThermalPlasma", "name": "orbit jupiter", "processing_level": "Calibrated", "sampling": "18S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Galileo/PLS/gll-pls-real", "start_date": "1995-12-07T15:21:07Z", "stop_date": "2003-09-21T18:13:44Z", "target": "Jupiter", "xmlid": "gll-pls-real"}, "is_public": "True", "name": "spectra", "xmlid": "gll-pls-spectro"}, "xmlid": "Galileo_pls"}, "PWS": {"__spz_name__": "PWS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Galileo_pws", "att": "auto/Galileo_pws", "desc": "Plasma Wave Investigation
Antenna", "gll_pws_sumelec": {"__spz_name__": "electric field : summary", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-pws-sumelec", "att": "auto/gll-pws-sumelec", "dataSource": "PDS", "desc": "Electric field spectral density : summary
Sampling: 60S
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Sampling: 60S
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MinSampling: 18.666S; MaxSampling: 37.333S
Provider: PDS", "gll_pwshr_elec": {"__spz_name__": "e-field density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_pwshr_elec", "dataset": "gll-pwshr-elec", "description": "Electric field spectral power density", "display_type": "spectrogram", "is_public": "True", "name": "e-field density", "start_date": "1996-05-23T20:02:30Z", "stop_date": "2003-09-21T18:34:30Z", "ucd": "phys.electField", "units": "V\u00b2/m\u00b2/Hz", "xmlid": "gll_pwshr_elec"}, "is_public": "True", "lastModificationDate": "2012-08-31T17:48:03Z", "lastUpdate": "2012-08-31T17:39:36Z", "maxSampling": "37.333S", "measurement_type": "Waves.Passive", "name": "electric field : high resolution", "processing_level": "Calibrated", "sampling": "18.666S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Galileo/PWS/gll-pwshr-elec", "start_date": "1996-05-23T20:02:30Z", "stop_date": "2003-09-21T18:34:30Z", "target": "Jupiter", "xmlid": "gll-pwshr-elec"}, "gll_pwshr_mag": {"__spz_name__": "magnetic field : high resolution", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gll-pwshr-mag", "att": "auto/gll-pwshr-mag", "dataSource": "PDS", "desc": "Magnetic field spectral density : high resolution
MinSampling: 18.666S; MaxSampling: 37.333S
Provider: PDS", "gll_pwshr_mag": {"__spz_name__": "b-field density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gll_pwshr_mag", "dataset": "gll-pwshr-mag", "description": "magnetic field spectral power density", "display_type": "spectrogram", "is_public": "True", "name": "b-field density", "start_date": "1996-05-23T20:02:48Z", "stop_date": "2002-11-05T05:13:17Z", "ucd": "phys.magField", "units": "nT\u00b2/Hz", "xmlid": "gll_pwshr_mag"}, "is_public": "True", "lastModificationDate": "2012-09-03T09:35:43Z", "lastUpdate": "2012-09-03T09:32:49Z", "maxSampling": "37.333S", "measurement_type": "Waves.Passive", "name": "magnetic field : high resolution", "processing_level": "Calibrated", "sampling": "18.666S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Galileo/PWS/gll-pwshr-mag", "start_date": "1996-05-23T20:02:48Z", "stop_date": "2002-11-05T05:13:17Z", "target": "Jupiter", "xmlid": "gll-pwshr-mag"}, "is_public": "True", "name": "PWS", "xmlid": "Galileo_pws"}, "__spz_name__": "Galileo", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Galileo", "att": "auto/Galileo", "desc": "Galileo Orbiter
1989-10-18T12:00:00 - 2003-09-21T12:00:00
Jupiter arrival : 1995-12-07", "is_public": "True", "name": "Galileo", "rank": "9", "target": "Jupiter", "xmlid": "Galileo"}, "Geotail": {"Analytical_Models": {"__spz_name__": "Analytical Models", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Geotail_models", "att": "auto/Geotail_models", "desc": "", "gtl_msph_models": {"PriorID": "gtl-orb-all", "__spz_name__": "distance to neutral sheet", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-msph-models", "att": "auto/gtl-msph-models", "dataSource": "IRAP", "desc": "Distance to model neutral sheet
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Sampling: 1M
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QuadrisphericalAnalyser", "gtl_cpi_swa": {"__spz_name__": "SWA", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-cpi-swa", "att": "auto/gtl-cpi-swa", "dataSource": "CDAWeb", "desc": "Solar Wind Analyser
Sampling: 96S
Provider: CDAWeb", "gtl_cpi_swa_n": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_cpi_swa_n", "dataset": "gtl-cpi-swa", "description": "Ion number density", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "units": "cm\u207b\u00b3", "xmlid": "gtl_cpi_swa_n"}, "gtl_cpi_swa_t": {"__spz_name__": "temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_cpi_swa_t", "dataset": "gtl-cpi-swa", "description": "Ion average kinetic temperature", "display_type": "timeseries", "is_public": "True", "name": "temperature", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "units": "eV", "xmlid": "gtl_cpi_swa_t"}, "gtl_cpi_swa_v": {"__spz_name__": "v_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_cpi_swa_v", "dataset": "gtl-cpi-swa", "description": "Ion bulk flow velocity (H+ only in solar wind) in GSE cartesian coordinates", "display_type": "timeseries", "gtl_cpi_swa_v0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_cpi_swa_v(0)", "dataset": "gtl-cpi-swa", "index1": "0", "is_public": "True", "name": "vx", "parameter": "gtl_cpi_swa_v", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "xmlid": "gtl_cpi_swa_v(0)"}, "gtl_cpi_swa_v1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_cpi_swa_v(1)", "dataset": "gtl-cpi-swa", "index1": "1", "is_public": "True", "name": "vy", "parameter": "gtl_cpi_swa_v", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "xmlid": "gtl_cpi_swa_v(1)"}, "gtl_cpi_swa_v2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_cpi_swa_v(2)", "dataset": "gtl-cpi-swa", "index1": "2", "is_public": "True", "name": "vz", "parameter": "gtl_cpi_swa_v", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "xmlid": "gtl_cpi_swa_v(2)"}, "is_public": "True", "name": "v_gse", "size": "3", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "units": "km/s", "xmlid": "gtl_cpi_swa_v"}, "is_public": "True", "lastModificationDate": "2024-04-14T22:05:10Z", "lastUpdate": "2024-04-14T22:05:10Z", "measurement_type": "EnergeticParticles", "name": "SWA", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/CPI/gtl-cpi-swa", "start_date": "1992-09-28T00:00:34Z", "stop_date": "2020-08-29T23:57:13Z", "target": "Earth.Magnetosheath", "xmlid": "gtl-cpi-swa"}, "is_public": "True", "name": "CPI", "xmlid": "Geotail_cpi"}, "EFD": {"__spz_name__": "EFD", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Geotail_efd", "att": "auto/Geotail_efd", "desc": "Geotail Electric Field Detector
DoubleSphere", "gtl_efd_edb": {"__spz_name__": "editor B", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-efd-edb", "att": "auto/gtl-efd-edb", "dataSource": "DARTS", "desc": "
Sampling: 3S
Provider: DARTS", "gtl_e_edb": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_edb", "dataset": "gtl-efd-edb", "description": "Electric field vector in SC cartesian coordinates, which are nearly equivalent to GSE coordinates", "display_type": "timeseries", "gtl_e_edb0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_e_edb(0)", "dataset": "gtl-efd-edb", "index1": "0", "is_public": "True", "name": "ex", "parameter": "gtl_e_edb", "start_date": "1992-09-18T00:00:08Z", "stop_date": "2006-09-30T23:59:20Z", "xmlid": "gtl_e_edb(0)"}, "gtl_e_edb1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_e_edb(1)", "dataset": "gtl-efd-edb", "index1": "1", "is_public": "True", "name": "ey", "parameter": "gtl_e_edb", "start_date": "1992-09-18T00:00:08Z", "stop_date": "2006-09-30T23:59:20Z", "xmlid": "gtl_e_edb(1)"}, "is_public": "True", "name": "e_gse", "size": "2", "start_date": "1992-09-18T00:00:08Z", "stop_date": "2006-09-30T23:59:20Z", "units": "mV/m", "xmlid": "gtl_e_edb"}, "gtl_e_edb_pot": {"__spz_name__": "s/c potential", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_edb_pot", "dataset": "gtl-efd-edb", "description": "spacecraft potential", "display_type": "timeseries", "is_public": "True", "name": "s/c potential", "start_date": "1992-09-18T00:00:08Z", "stop_date": "2006-09-30T23:59:20Z", "units": "V", "xmlid": "gtl_e_edb_pot"}, "gtl_e_edb_rem": {"__spz_name__": "Rem", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_edb_rem", "dataset": "gtl-efd-edb", "description": "Deviation of the electric field from a sine wave", "display_type": "timeseries", "is_public": "True", "name": "Rem", "start_date": "1992-09-18T00:00:08Z", "stop_date": "2006-09-30T23:59:20Z", "units": "mV/m", "xmlid": "gtl_e_edb_rem"}, "is_public": "True", "lastModificationDate": "2023-08-31T16:30:31Z", "lastUpdate": "2023-08-31T16:29:21Z", "measurement_type": "ElectricField", "name": "editor B", "processing_level": "Calibrated", "sampling": "3S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EFD/gtl-efd-edb", "start_date": "1992-09-18T00:00:08Z", "stop_date": "2006-09-30T23:59:20Z", "target": "Earth.Magnetosheath", "xmlid": "gtl-efd-edb"}, "is_public": "True", "name": "EFD", "xmlid": "Geotail_efd"}, "EPIC": {"ICS___high_resolution": {"__spz_name__": "ICS : high resolution", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "gtl-ics-high", "att": "auto/gtl-ics-high", "gtl_epic_ehigh": {"__spz_name__": "E3/4 : ion flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-ehigh", "att": "auto/gtl-epic-ehigh", "dataSource": "JHU/APL", "desc": "E3/4: ion flux : E3 : 61.5-73.7 keV; E4 - 73.7-89.3 keV
Sampling: 6S
Provider: JHU/APL", "gtl_e3high_av": {"__spz_name__": "e3 ave", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_av", "dataset": "gtl-epic-ehigh", "display_type": "spectrogram", "is_public": "True", "name": "e3 ave", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_av"}, "gtl_e3high_dawn": {"__spz_name__": "e3 ave : dawn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_dawn", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e3 ave : dawn", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_dawn"}, "gtl_e3high_dusk": {"__spz_name__": "e3 ave : dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_dusk", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e3 ave : dusk", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_dusk"}, "gtl_e3high_head1": {"__spz_name__": "e3 : head 1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_head1", "dataset": "gtl-epic-ehigh", "display_type": "spectrogram", "is_public": "True", "name": "e3 : head 1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_head1"}, "gtl_e3high_head2": {"__spz_name__": "e3 : head 2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_head2", "dataset": "gtl-epic-ehigh", "display_type": "spectrogram", "is_public": "True", "name": "e3 : head 2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_head2"}, "gtl_e3high_omni": {"__spz_name__": "e3 ave : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_omni", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e3 ave : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_omni"}, "gtl_e3high_sun": {"__spz_name__": "e3 ave : sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_sun", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e3 ave : sun", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_sun"}, "gtl_e3high_tail": {"__spz_name__": "e3 ave : tail", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e3high_tail", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e3 ave : tail", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e3high_tail"}, "gtl_e4high_av": {"__spz_name__": "e4 ave", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_av", "dataset": "gtl-epic-ehigh", "display_type": "spectrogram", "is_public": "True", "name": "e4 ave", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_av"}, "gtl_e4high_dawn": {"__spz_name__": "e4 ave : dawn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_dawn", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e4 ave : dawn", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_dawn"}, "gtl_e4high_dusk": {"__spz_name__": "e4 ave : dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_dusk", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e4 ave : dusk", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_dusk"}, "gtl_e4high_head1": {"__spz_name__": "e4 : head 1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_head1", "dataset": "gtl-epic-ehigh", "display_type": "spectrogram", "is_public": "True", "name": "e4 : head 1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_head1"}, "gtl_e4high_head2": {"__spz_name__": "e4 : head 2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_head2", "dataset": "gtl-epic-ehigh", "display_type": "spectrogram", "is_public": "True", "name": "e4 : head 2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_head2"}, "gtl_e4high_omni": {"__spz_name__": "e4 ave : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_omni", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e4 ave : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_omni"}, "gtl_e4high_sun": {"__spz_name__": "e4 ave : sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_sun", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e4 ave : sun", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_sun"}, "gtl_e4high_tail": {"__spz_name__": "e4 ave : tail", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e4high_tail", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "e4 ave : tail", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e4high_tail"}, "gtl_ehigh_app1": {"__spz_name__": "apperture flag head1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_ehigh_app1", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "apperture flag head1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "xmlid": "gtl_ehigh_app1"}, "gtl_ehigh_app2": {"__spz_name__": "apperture flag head2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_ehigh_app2", "dataset": "gtl-epic-ehigh", "is_public": "True", "name": "apperture flag head2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "xmlid": "gtl_ehigh_app2"}, "is_public": "True", "lastModificationDate": "2016-09-15T10:44:11Z", "lastUpdate": "2016-08-30T14:26:16Z", "measurement_type": "EnergeticParticles", "name": "E3/4 : ion flux", "processing_level": "Calibrated", "sampling": "6S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EPIC/gtl-epic-ehigh", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "target": "Earth.Magnetosphere", "xmlid": "gtl-epic-ehigh"}, "gtl_epic_hehigh": {"__spz_name__": "He2 : helium flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-hehigh", "att": "auto/gtl-epic-hehigh", "dataSource": "JHU/APL", "desc": "He2 : helium flux : 70.0-95.8 keV
Sampling: 6S
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Sampling: 6S
Provider: JHU/APL", "gtl_mhigh_app1": {"__spz_name__": "apperture flag head1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_app1", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "apperture flag head1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "xmlid": "gtl_mhigh_app1"}, "gtl_mhigh_app2": {"__spz_name__": "apperture flag head2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_app2", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "apperture flag head2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "xmlid": "gtl_mhigh_app2"}, "gtl_mhigh_av": {"__spz_name__": "cno ave", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_av", "dataset": "gtl-epic-mhigh", "display_type": "spectrogram", "is_public": "True", "name": "cno ave", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_av"}, "gtl_mhigh_dawn": {"__spz_name__": "cno ave : dawn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_dawn", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "cno ave : dawn", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_dawn"}, "gtl_mhigh_dusk": {"__spz_name__": "cno ave : dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_dusk", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "cno ave : dusk", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_dusk"}, "gtl_mhigh_head1": {"__spz_name__": "cno : head 1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_head1", "dataset": "gtl-epic-mhigh", "display_type": "spectrogram", "is_public": "True", "name": "cno : head 1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_head1"}, "gtl_mhigh_head2": {"__spz_name__": "cno : head 2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_head2", "dataset": "gtl-epic-mhigh", "display_type": "spectrogram", "is_public": "True", "name": "cno : head 2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_head2"}, "gtl_mhigh_omni": {"__spz_name__": "cno ave : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_omni", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "cno ave : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_omni"}, "gtl_mhigh_sun": {"__spz_name__": "cno ave : sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_sun", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "cno ave : sun", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_sun"}, "gtl_mhigh_tail": {"__spz_name__": "cno ave : tail", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_mhigh_tail", "dataset": "gtl-epic-mhigh", "is_public": "True", "name": "cno ave : tail", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_mhigh_tail"}, "is_public": "True", "lastModificationDate": "2024-04-08T10:06:45Z", "lastUpdate": "2016-08-30T15:35:49Z", "measurement_type": "EnergeticParticles", "name": "M2 : CNO flux", "processing_level": "Calibrated", "sampling": "6S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EPIC/gtl-epic-mhigh", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "target": "Earth.Magnetosphere", "xmlid": "gtl-epic-mhigh"}, "gtl_epic_phigh": {"__spz_name__": "P2 : proton flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-phigh", "att": "auto/gtl-epic-phigh", "dataSource": "JHU/APL", "desc": "P2 : proton flux : 58 - 77 keV
Sampling: 6S
Provider: JHU/APL", "gtl_phigh_app1": {"__spz_name__": "apperture flag head1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_app1", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "apperture flag head1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "xmlid": "gtl_phigh_app1"}, "gtl_phigh_app2": {"__spz_name__": "apperture flag head2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_app2", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "apperture flag head2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "xmlid": "gtl_phigh_app2"}, "gtl_phigh_av": {"__spz_name__": "h+ ave", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_av", "dataset": "gtl-epic-phigh", "display_type": "spectrogram", "is_public": "True", "name": "h+ ave", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_av"}, "gtl_phigh_dawn": {"__spz_name__": "h+ ave : dawn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_dawn", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "h+ ave : dawn", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_dawn"}, "gtl_phigh_dusk": {"__spz_name__": "h+ ave : dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_dusk", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "h+ ave : dusk", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_dusk"}, "gtl_phigh_head1": {"__spz_name__": "h+ : head 1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_head1", "dataset": "gtl-epic-phigh", "display_type": "spectrogram", "is_public": "True", "name": "h+ : head 1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_head1"}, "gtl_phigh_head2": {"__spz_name__": "h+ : head 2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_head2", "dataset": "gtl-epic-phigh", "display_type": "spectrogram", "is_public": "True", "name": "h+ : head 2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_head2"}, "gtl_phigh_omni": {"__spz_name__": "h+ ave : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_omni", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "h+ ave : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_omni"}, "gtl_phigh_sun": {"__spz_name__": "h+ ave : sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_sun", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "h+ ave : sun", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_sun"}, "gtl_phigh_tail": {"__spz_name__": "h+ ave : tail", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_phigh_tail", "dataset": "gtl-epic-phigh", "is_public": "True", "name": "h+ ave : tail", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_phigh_tail"}, "is_public": "True", "lastModificationDate": "2016-09-15T10:50:52Z", "lastUpdate": "2016-08-30T18:44:28Z", "measurement_type": "EnergeticParticles", "name": "P2 : proton flux", "processing_level": "Calibrated", "sampling": "6S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EPIC/gtl-epic-phigh", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:56:58Z", "target": "Earth.Magnetosphere", "xmlid": "gtl-epic-phigh"}, "is_public": "True", "name": "ICS : high resolution", "xmlid": "gtl-ics-high"}, "ICS___low_resolution": {"__spz_name__": "ICS : low resolution", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "gtl-ics-low", "att": "auto/gtl-ics-low", "gtl_epic_e": {"__spz_name__": "E : ion spectra", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-e", "att": "auto/gtl-epic-e", "dataSource": "JHU/APL", "desc": "E: ion spectra : averaged over two heads
Sampling: 96S
Provider: JHU/APL", "gtl_e_app1": {"__spz_name__": "apperture flag head1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_app1", "dataset": "gtl-epic-e", "is_public": "True", "name": "apperture flag head1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "xmlid": "gtl_e_app1"}, "gtl_e_app2": {"__spz_name__": "apperture flag head2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_app2", "dataset": "gtl-epic-e", "is_public": "True", "name": "apperture flag head2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "xmlid": "gtl_e_app2"}, "gtl_e_av": {"__spz_name__": "ion flux : 2D", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_av", "dataset": "gtl-epic-e", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : 2D", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e_av"}, "gtl_e_omni": {"__spz_name__": "ion flux : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_e_omni", "dataset": "gtl-epic-e", "display_type": "spectrogram", "is_public": "True", "name": "ion flux : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_e_omni"}, "is_public": "True", "lastModificationDate": "2016-09-15T10:38:30Z", "lastUpdate": "2019-02-05T17:58:03Z", "measurement_type": "EnergeticParticles", "name": "E : ion spectra", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EPIC/gtl-epic-e", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "target": "Earth.Magnetosphere", "xmlid": "gtl-epic-e"}, "gtl_epic_he": {"__spz_name__": "HE : helium spectra", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-he", "att": "auto/gtl-epic-he", "dataSource": "JHU/APL", "desc": "HE: helium spectra : averaged over two heads
Sampling: 96S
Provider: JHU/APL", "gtl_he_app1": {"__spz_name__": "apperture flag head1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_he_app1", "dataset": "gtl-epic-he", "is_public": "True", "name": "apperture flag head1", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "xmlid": "gtl_he_app1"}, "gtl_he_app2": {"__spz_name__": "apperture flag head2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_he_app2", "dataset": "gtl-epic-he", "is_public": "True", "name": "apperture flag head2", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "xmlid": "gtl_he_app2"}, "gtl_he_av": {"__spz_name__": "he flux : 2D", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_he_av", "dataset": "gtl-epic-he", "display_type": "spectrogram", "is_public": "True", "name": "he flux : 2D", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_he_av"}, "gtl_he_omni": {"__spz_name__": "he flux : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_he_omni", "dataset": "gtl-epic-he", "display_type": "spectrogram", "is_public": "True", "name": "he flux : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "units": "1/(cm\u00b2-s-sr-kev)", "xmlid": "gtl_he_omni"}, "is_public": "True", "lastModificationDate": "2016-10-11T11:21:56Z", "lastUpdate": "2019-02-06T10:23:59Z", "measurement_type": "EnergeticParticles", "name": "HE : helium spectra", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EPIC/gtl-epic-he", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:55:28Z", "target": "Earth.Magnetosphere", "xmlid": "gtl-epic-he"}, "gtl_epic_m": {"__spz_name__": "M : CNO spectra", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-m", "att": "auto/gtl-epic-m", "dataSource": "JHU/APL", "desc": "M: CNO spectra : averaged over two heads
Sampling: 96S
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Sampling: 96S
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QuadrisphericalAnalyser", "gtl_epic_ed": {"__spz_name__": "ED : integral electron flux : E > 38 keV", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-epic-ed", "att": "auto/gtl-epic-ed", "dataSource": "JHU/APL", "desc": "Electron Detector : electron integral flux : E > 38 keV
Sampling: 3S
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Sampling: 24S
Provider: JHU/APL", "gtl_hr0_eqt": {"__spz_name__": "h+ flux : eqt : 2D", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_eqt", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : eqt : 2D", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_eqt"}, "gtl_hr0_eqtdawn": {"__spz_name__": "h+ flux : eqt-dawn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_eqtdawn", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : eqt-dawn", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_eqtdawn"}, "gtl_hr0_eqtdusk": {"__spz_name__": "h+ flux : eqt-dusk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_eqtdusk", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : eqt-dusk", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_eqtdusk"}, "gtl_hr0_eqtomni": {"__spz_name__": "h+ flux : eqt-omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_eqtomni", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : eqt-omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_eqtomni"}, "gtl_hr0_eqtsun": {"__spz_name__": "h+ flux : eqt-sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_eqtsun", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : eqt-sun", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_eqtsun"}, "gtl_hr0_eqttail": {"__spz_name__": "h+ flux : eqt-tail", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_eqttail", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : eqt-tail", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_eqttail"}, "gtl_hr0_omni": {"__spz_name__": "h+ flux : omni", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_hr0_omni", "dataset": "gtl-epic-hr0", "display_type": "spectrogram", "is_public": "True", "name": "h+ flux : omni", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "units": "1/(cm\u00b2-s-sr-keV)", "xmlid": "gtl_hr0_omni"}, "is_public": "True", "lastModificationDate": "2024-04-08T13:10:51Z", "lastUpdate": "2016-10-11T13:30:30Z", "measurement_type": "EnergeticParticles", "name": "STICS : hro : protons", "processing_level": "Calibrated", "sampling": "24S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/EPIC/gtl-epic-hr0", "start_date": "1992-10-18T00:01:17Z", "stop_date": "2011-12-31T23:57:01Z", "target": "Earth.Magnetosphere", "xmlid": "gtl-epic-hr0"}, "is_public": "True", "name": "EPIC", "xmlid": "Geotail_epic"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Geotail_ephemeris", "att": "auto/Geotail_ephemeris", "desc": "", "gtl_orb_all": {"__spz_name__": "orbit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-orb-all", "att": "auto/gtl-orb-all", "dataSource": "CDAWeb", "desc": "
Sampling: 10M
Provider: CDAWeb", "gtl_r": {"__spz_name__": "distance gtl-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_r", "dataset": "gtl-orb-all", "display_type": "timeseries", "is_public": "True", "name": "distance gtl-earth", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "ucd": "pos.distance;instr.obsty", "xmlid": "gtl_r"}, "gtl_xyz": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_xyz", "dataset": "gtl-orb-all", "description": "Spacecraft position vector in GSE coordinates", "display_type": "timeseries", "gtl_xyz0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_xyz(0)", "dataset": "gtl-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "gtl_xyz", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl_xyz(0)"}, "gtl_xyz1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_xyz(1)", "dataset": "gtl-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "gtl_xyz", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl_xyz(1)"}, "gtl_xyz2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_xyz(2)", "dataset": "gtl-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "gtl_xyz", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl_xyz(2)"}, "is_public": "True", "name": "xyz_gse", "size": "3", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "gtl_xyz"}, "gtl_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gtl_xyz_gsm", "dataset": "gtl-orb-all", "description": "Spacecraft position vector in GSM coordinates", "display_type": "timeseries", "gtl_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_xyz_gsm(0)", "dataset": "gtl-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "gtl_xyz_gsm", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl_xyz_gsm(0)"}, "gtl_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_xyz_gsm(1)", "dataset": "gtl-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "gtl_xyz_gsm", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl_xyz_gsm(1)"}, "gtl_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gtl_xyz_gsm(2)", "dataset": "gtl-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "gtl_xyz_gsm", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl_xyz_gsm(2)"}, "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "gtl_xyz_gsm"}, "is_public": "True", "lastModificationDate": "2024-04-14T22:04:38Z", "lastUpdate": "2024-04-14T22:04:38Z", "measurement_type": "Ephemeris", "name": "orbit", "processing_level": "Calibrated", "sampling": "10M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/GEOTAIL/Ephemeris/gtl-orb-all", "start_date": "1992-07-27T16:00:00Z", "stop_date": "2022-11-28T00:00:00Z", "xmlid": "gtl-orb-all"}, "is_public": "True", "name": "Ephemeris", "xmlid": "Geotail_ephemeris"}, "LEP": {"__spz_name__": "LEP", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Geotail_lep", "att": "auto/Geotail_lep", "desc": "Low Energy Particle Experiment
QuadrisphericalAnalyser", "gtl_lep_edb": {"__spz_name__": "editor B: ions", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gtl-lep-edb", "att": "auto/gtl-lep-edb", "dataSource": "DARTS", "desc": "
Sampling: 12S
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"parameter": "gio_xyz_hci", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "xmlid": "gio_xyz_hci(1)"}, "gio_xyz_hci2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_xyz_hci(2)", "dataset": "gio-orb-comet", "index1": "2", "is_public": "True", "name": "z", "parameter": "gio_xyz_hci", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "xmlid": "gio_xyz_hci(2)"}, "is_public": "True", "name": "xyz_hci", "size": "3", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "ucd": "pos.ephem;instr.obsty", "units": "AU", "xmlid": "gio_xyz_hci"}, "gio_xyz_hee": {"__spz_name__": "xyz_hee", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_xyz_hee", "dataset": "gio-orb-comet", "display_type": "timeseries", "gio_xyz_hee0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_xyz_hee(0)", 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"1986-03-15T23:59:00Z", "ucd": "pos.ephem;instr.obsty", "units": "AU", "xmlid": "gio_xyz_hee"}, "gio_xyz_heeq": {"__spz_name__": "xyz_heeq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_xyz_heeq", "dataset": "gio-orb-comet", "display_type": "timeseries", "gio_xyz_heeq0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_xyz_heeq(0)", "dataset": "gio-orb-comet", "index1": "0", "is_public": "True", "name": "x", "parameter": "gio_xyz_heeq", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "xmlid": "gio_xyz_heeq(0)"}, "gio_xyz_heeq1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_xyz_heeq(1)", "dataset": "gio-orb-comet", "index1": "1", "is_public": "True", "name": "y", "parameter": "gio_xyz_heeq", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "xmlid": "gio_xyz_heeq(1)"}, "gio_xyz_heeq2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_xyz_heeq(2)", "dataset": "gio-orb-comet", "index1": "2", "is_public": "True", "name": "z", "parameter": "gio_xyz_heeq", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "xmlid": "gio_xyz_heeq(2)"}, "is_public": "True", "name": "xyz_heeq", "size": "3", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "ucd": "pos.ephem;instr.obsty", "units": "AU", "xmlid": "gio_xyz_heeq"}, "is_public": "True", "lastModificationDate": "2014-07-03T12:10:51Z", "lastUpdate": "2014-06-18T14:59:54Z", "measurement_type": "Ephemeris", "name": "flyby comet/halley", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/Ephemeris/gio-orb-comet", "start_date": "1986-03-05T00:00:00Z", "stop_date": "1986-03-15T23:59:00Z", "xmlid": "gio-orb-comet"}, "is_public": "True", "name": "Ephemeris", "xmlid": "Giotto_ephemeris"}, "IMS": {"__spz_name__": "IMS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Giotto_ims", "att": "auto/Giotto_ims", "desc": "Ion Mass Spectrometer
MassSpectrometer", "gio_ims_a": {"__spz_name__": "alphas", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gio-ims-a", "att": "auto/gio-ims-a", "dataSource": "PSA", "desc": "HERS
Sampling: 16S
Provider: PSA", "gio_na_ims": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_na_ims", "dataset": "gio-ims-a", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "ucd": "phys.density", "units": "cm-1", "xmlid": "gio_na_ims"}, "gio_ta_ims": {"__spz_name__": "temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_ta_ims", "dataset": "gio-ims-a", "display_type": "timeseries", "is_public": "True", "name": "temperature", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "ucd": "phys.temperature", "units": "eV", "xmlid": "gio_ta_ims"}, "gio_va_cse": {"__spz_name__": "v_cse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_va_cse", "dataset": "gio-ims-a", "display_type": "timeseries", "gio_va_cse0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_va_cse(0)", "dataset": "gio-ims-a", "index1": "0", "is_public": "True", "name": "vx", "parameter": "gio_va_cse", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "xmlid": "gio_va_cse(0)"}, "gio_va_cse1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_va_cse(1)", "dataset": "gio-ims-a", "index1": "1", "is_public": "True", "name": "vy", "parameter": "gio_va_cse", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "xmlid": "gio_va_cse(1)"}, "gio_va_cse2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_va_cse(2)", "dataset": "gio-ims-a", "index1": "2", "is_public": "True", "name": "vz", "parameter": "gio_va_cse", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "xmlid": "gio_va_cse(2)"}, "is_public": "True", "name": "v_cse", "size": "3", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "ucd": "phys.veloc", "units": "km/s", "xmlid": "gio_va_cse"}, "is_public": "True", "lastModificationDate": "2014-07-03T12:12:40Z", "lastUpdate": "2014-06-16T14:53:01Z", "measurement_type": "ThermalPlasma", "name": "alphas", "processing_level": "Calibrated", "sampling": "16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/IMS/gio-ims-a", "start_date": "1986-03-13T18:30:56Z", "stop_date": "1986-03-13T23:59:42Z", "xmlid": "gio-ims-a"}, "gio_ims_his": {"__spz_name__": "heavy ions countrate", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gio-ims-his", "att": "auto/gio-ims-his", "dataSource": "PSA", "desc": "HIS
Sampling: 8S
Provider: PSA", "gio_his_16": {"__spz_name__": "m/qQ 16 (O+, NH2+, CH4+)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_his_16", "dataset": "gio-ims-his", "display_type": "timeseries", "is_public": "True", "name": "m/qQ 16 (O+, NH2+, CH4+)", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "ucd": "phys.density", "units": "s-1", "xmlid": "gio_his_16"}, "gio_his_17": {"__spz_name__": "m/q 17 (OH+, NH3+)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_his_17", "dataset": "gio-ims-his", "display_type": "timeseries", "is_public": "True", "name": "m/q 17 (OH+, NH3+)", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "ucd": "phys.density", "units": "s-1", "xmlid": "gio_his_17"}, "gio_his_18": {"__spz_name__": "m/q 18 (H2O+)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_his_18", "dataset": "gio-ims-his", "display_type": "timeseries", "is_public": "True", "name": "m/q 18 (H2O+)", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "ucd": "phys.density", "units": "s-1", "xmlid": "gio_his_18"}, "gio_his_19": {"__spz_name__": "m/q 19 (H3O+)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_his_19", "dataset": "gio-ims-his", "display_type": "timeseries", "is_public": "True", "name": "m/q 19 (H3O+)", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "ucd": "phys.density", "units": "s-1", "xmlid": "gio_his_19"}, "gio_his_28": {"__spz_name__": "m/q 28 (CO+, N2+)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_his_28", "dataset": "gio-ims-his", "display_type": "timeseries", "is_public": "True", "name": "m/q 28 (CO+, N2+)", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "ucd": "phys.density", "units": "s-1", "xmlid": "gio_his_28"}, "gio_his_32": {"__spz_name__": "m/q 32 (O2+)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_his_32", "dataset": "gio-ims-his", "display_type": "timeseries", "is_public": "True", "name": "m/q 32 (O2+)", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "ucd": "phys.density", "units": "s-1", "xmlid": "gio_his_32"}, "is_public": "True", "lastModificationDate": "2014-07-03T12:13:09Z", "lastUpdate": "2014-06-17T18:59:11Z", "measurement_type": "ThermalPlasma", "name": "heavy ions countrate", "processing_level": "Calibrated", "sampling": "8S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/IMS/gio-ims-his", "start_date": "1986-03-13T23:23:06Z", "stop_date": "1986-03-14T00:02:44Z", "xmlid": "gio-ims-his"}, "gio_ims_p": {"__spz_name__": "protons", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gio-ims-p", "att": "auto/gio-ims-p", "dataSource": "PSA", "desc": "HERS
Sampling: 16S
Provider: PSA", "gio_np_ims": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_np_ims", "dataset": "gio-ims-p", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "ucd": "phys.density", "units": "cm-1", "xmlid": "gio_np_ims"}, "gio_tp_ims": {"__spz_name__": "temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_tp_ims", "dataset": "gio-ims-p", "display_type": "timeseries", "is_public": "True", "name": "temperature", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "ucd": "phys.temperature", "units": "eV", "xmlid": "gio_tp_ims"}, "gio_vp_cse": {"__spz_name__": "v_cse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_vp_cse", "dataset": "gio-ims-p", "gio_vp_cse0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_vp_cse(0)", "dataset": "gio-ims-p", "index1": "0", "is_public": "True", "name": "vx", "parameter": "gio_vp_cse", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "xmlid": "gio_vp_cse(0)"}, "gio_vp_cse1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_vp_cse(1)", "dataset": "gio-ims-p", "index1": "1", "is_public": "True", "name": "vy", "parameter": "gio_vp_cse", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "xmlid": "gio_vp_cse(1)"}, "gio_vp_cse2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_vp_cse(2)", "dataset": "gio-ims-p", "index1": "2", "is_public": "True", "name": "vz", "parameter": "gio_vp_cse", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "xmlid": "gio_vp_cse(2)"}, "is_public": "True", "name": "v_cse", "size": "3", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "ucd": "phys.veloc", "units": "km/s", "xmlid": "gio_vp_cse"}, "is_public": "True", "lastModificationDate": "2014-07-03T12:12:19Z", "lastUpdate": "2014-06-16T14:46:56Z", "measurement_type": "ThermalPlasma", "name": "protons", "processing_level": "Calibrated", "sampling": "16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/IMS/gio-ims-p", "start_date": "1986-03-13T18:30:06Z", "stop_date": "1986-03-14T00:00:58Z", "xmlid": "gio-ims-p"}, "is_public": "True", "name": "IMS", "xmlid": "Giotto_ims"}, "JPA": {"__spz_name__": "JPA", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Giotto_jpa", "att": "auto/Giotto_jpa", "desc": "Johnstone Plasma Analyser
Spectrometer", "gio_jpa_psa": {"__spz_name__": "protons", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gio-jpa-psa", "att": "auto/gio-jpa-psa", "dataSource": "PSA", "desc": "
MinSampling: 8S; MaxSampling: 120S
Provider: PSA", "gio_n_jpa": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_n_jpa", "dataset": "gio-jpa-psa", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "ucd": "phys.density", "units": "cm-1", "xmlid": "gio_n_jpa"}, "gio_t_jpa": {"__spz_name__": "temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_t_jpa", "dataset": "gio-jpa-psa", "display_type": "timeseries", "is_public": "True", "name": "temperature", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "ucd": "phys.temperature", "units": "eV", "xmlid": "gio_t_jpa"}, "gio_v_cse": {"__spz_name__": "v_cse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_v_cse", "dataset": "gio-jpa-psa", "display_type": "timeseries", "gio_v_cse0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_v_cse(0)", "dataset": "gio-jpa-psa", "index1": "0", "is_public": "True", "name": "vx", "parameter": "gio_v_cse", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "xmlid": "gio_v_cse(0)"}, "gio_v_cse1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_v_cse(1)", "dataset": "gio-jpa-psa", "index1": "1", "is_public": "True", "name": "vy", "parameter": "gio_v_cse", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "xmlid": "gio_v_cse(1)"}, "gio_v_cse2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_v_cse(2)", "dataset": "gio-jpa-psa", "index1": "2", "is_public": "True", "name": "vz", "parameter": "gio_v_cse", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "xmlid": "gio_v_cse(2)"}, "is_public": "True", "name": "v_cse", "size": "3", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "ucd": "phys.veloc", "units": "km/s", "xmlid": "gio_v_cse"}, "is_public": "True", "lastModificationDate": "2014-07-03T12:11:48Z", "lastUpdate": "2014-06-13T16:06:35Z", "maxSampling": "120S", "measurement_type": "ThermalPlasma", "name": "protons", "processing_level": "Calibrated", "sampling": "8S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/JPA/gio-jpa-psa", "start_date": "1986-03-12T06:09:34Z", "stop_date": "1986-03-15T02:30:28Z", "xmlid": "gio-jpa-psa"}, "is_public": "True", "name": "JPA", "xmlid": "Giotto_jpa"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Giotto_mag", "att": "auto/Giotto_mag", "desc": "Magnetometer", "gio_mag_psa": {"__spz_name__": "magnetic field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gio-mag-psa", "att": "auto/gio-mag-psa", "dataSource": "PSA", "desc": "
Sampling: 8S
Provider: PSA", "gio_b_cse": {"__spz_name__": "b_cse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_b_cse", "dataset": "gio-mag-psa", "display_type": "timeseries", "gio_b_cse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_b_cse(0)", "dataset": "gio-mag-psa", "index1": "0", "is_public": "True", "name": "bx", "parameter": "gio_b_cse", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "xmlid": "gio_b_cse(0)"}, "gio_b_cse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_b_cse(1)", "dataset": "gio-mag-psa", "index1": "1", "is_public": "True", "name": "by", "parameter": "gio_b_cse", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "xmlid": "gio_b_cse(1)"}, "gio_b_cse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "gio_b_cse(2)", "dataset": "gio-mag-psa", "index1": "2", "is_public": "True", "name": "bz", "parameter": "gio_b_cse", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "xmlid": "gio_b_cse(2)"}, "is_public": "True", "name": "b_cse", "size": "3", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "ucd": "phys.magField", "units": "nT", "xmlid": "gio_b_cse"}, "gio_b_mean": {"__spz_name__": "b_mean", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_b_mean", "dataset": "gio-mag-psa", "display_type": "timeseries", "is_public": "True", "name": "b_mean", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "ucd": "phys.magField", "units": "nT", "xmlid": "gio_b_mean"}, "gio_b_phi": {"__spz_name__": "b_phi", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_b_phi", "dataset": "gio-mag-psa", "display_type": "timeseries", "is_public": "True", "name": "b_phi", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "ucd": "pos.az.azi", "units": "deg", "xmlid": "gio_b_phi"}, "gio_b_rms": {"__spz_name__": "b_rms", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_b_rms", "dataset": "gio-mag-psa", "display_type": "timeseries", "is_public": "True", "name": "b_rms", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "ucd": "phys.magField", "units": "nT", "xmlid": "gio_b_rms"}, "gio_b_theta": {"__spz_name__": "b_theta", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_b_theta", "dataset": "gio-mag-psa", "display_type": "timeseries", "is_public": "True", "name": "b_theta", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "ucd": "pos.az.alt", "units": "deg", "xmlid": "gio_b_theta"}, "gio_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_b_tot", "dataset": "gio-mag-psa", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "ucd": "phys.magField", "units": "nT", "xmlid": "gio_b_tot"}, "is_public": "True", "lastModificationDate": "2014-07-03T12:11:20Z", "lastUpdate": "2014-06-12T11:43:08Z", "measurement_type": "MagneticField", "name": "magnetic field", "processing_level": "Calibrated", "sampling": "8S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/MAG/gio-mag-psa", "start_date": "1986-03-12T00:00:06Z", "stop_date": "1986-03-14T02:59:58Z", "xmlid": "gio-mag-psa"}, "is_public": "True", "name": "MAG", "xmlid": "Giotto_mag"}, "RPA": {"__spz_name__": "RPA", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Giotto_rpa", "att": "auto/Giotto_rpa", "desc": "Reme Copernic Plasma Experiment
Spectrometer", "gio_rpa1_corr": {"__spz_name__": "density elec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "gio-rpa1-corr", "att": "auto/gio-rpa1-corr", "dataSource": "IRAP", "desc": "
Sampling: 2S
Provider: IRAP", "gio_rpa1_n0": {"__spz_name__": "N0 (10-40eV)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_n0", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "N0 (10-40eV)", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_n0"}, "gio_rpa1_n1": {"__spz_name__": "N1 (40-75eV)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_n1", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "N1 (40-75eV)", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_n1"}, "gio_rpa1_n2": {"__spz_name__": "N2 (75-165eV)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_n2", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "N2 (75-165eV)", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_n2"}, "gio_rpa1_n3": {"__spz_name__": "N3 (165-790eV)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_n3", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "N3 (165-790eV)", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_n3"}, "gio_rpa1_n4": {"__spz_name__": "N4 (800-3700eV)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_n4", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "N4 (800-3700eV)", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_n4"}, "gio_rpa1_n5": {"__spz_name__": "N5 (3.7-30keV)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_n5", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "N5 (3.7-30keV)", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_n5"}, "gio_rpa1_ntot": {"__spz_name__": "Ntot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "gio_rpa1_ntot", "dataset": "gio-rpa1-corr", "display_type": "timeseries", "is_public": "True", "name": "Ntot", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "gio_rpa1_ntot"}, "is_public": "True", "lastModificationDate": "2018-03-22T15:17:15Z", "lastUpdate": "2014-05-27T17:16:06Z", "measurement_type": "ThermalPlasma", "name": "density elec", "processing_level": "Calibrated", "sampling": "2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Giotto/RPA/gio-rpa1-corr", "start_date": "1986-03-13T00:00:06Z", "stop_date": "1986-03-13T23:59:58Z", "xmlid": "gio-rpa1-corr"}, "is_public": "True", "name": "RPA", "xmlid": "Giotto_rpa"}, "__spz_name__": "Giotto", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Giotto", "att": "auto/Giotto", "desc": "ESA's first deep space mission: P1/Halley Flyby
1985-07-02T00:00:00 - 1999-03-15T02:00:00
Halley Flyby : 1986-03-14", "is_public": "True", "name": "Giotto", "rank": "94", "target": "Comet", "xmlid": "Giotto"}, "HelioSwarm": {"Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "HelioSwarm_ephemeris", "att": "auto/HelioSwarm_ephemeris", "desc": "", "hs_ephem_n0": {"PriorID": "helioswarm-ephem-test", "__spz_name__": "Hub", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "hs-ephem-n0", "att": "auto/hs-ephem-n0", "dataSource": "HelioSwarm Team", "desc": "
Sampling: 1H
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Sampling: 1H
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Provider: PDS", "ice_b_cse": {"__spz_name__": "b_cse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ice_b_cse", "dataset": "ice-mag-p21", "display_type": "timeseries", "ice_b_cse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ice_b_cse(0)", "dataset": "ice-mag-p21", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ice_b_cse", "start_date": "1985-09-10T00:00:00Z", "stop_date": "1985-09-14T20:51:15Z", "xmlid": "ice_b_cse(0)"}, "ice_b_cse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ice_b_cse(1)", "dataset": "ice-mag-p21", "index1": "0", "is_public": "True", "name": "by", "parameter": "ice_b_cse", "start_date": "1985-09-10T00:00:00Z", "stop_date": "1985-09-14T20:51:15Z", "xmlid": "ice_b_cse(1)"}, "ice_b_cse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ice_b_cse(2)", "dataset": "ice-mag-p21", "index1": "0", "is_public": "True", "name": "bz", "parameter": "ice_b_cse", "start_date": "1985-09-10T00:00:00Z", "stop_date": "1985-09-14T20:51:15Z", "xmlid": "ice_b_cse(2)"}, "is_public": "True", "name": "b_cse", "size": "3", "start_date": "1985-09-10T00:00:00Z", "stop_date": "1985-09-14T20:51:15Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ice_b_cse"}, "ice_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ice_b_tot", "dataset": "ice-mag-p21", "description": "Magnetic Field Magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1985-09-10T00:00:00Z", "stop_date": "1985-09-14T20:51:15Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ice_b_tot"}, "is_public": "True", "lastModificationDate": "2014-07-20T13:40:52Z", "lastUpdate": "2014-07-20T13:40:50Z", "measurement_type": "MagneticField", "name": "flyby Giacobini-Zinner", "processing_level": "Calibrated", "sampling": "0.16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/ICE/ice-mag-p21", "start_date": "1985-09-10T00:00:00Z", "stop_date": "1985-09-14T20:51:15Z", "target": "Comet", "xmlid": "ice-mag-p21"}, "is_public": "True", "name": "MAG", "xmlid": "ICE_mag"}, "__spz_name__": "ICE", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ICE", "att": "auto/ICE", "desc": "International Cometary Explorer : Giacobini-Zinner Flyby
1978-08-12T00:00:00
Depart from Earth: 1983-12-22T00:00:00
Encounter with Giacobini-Zinner : 1985-09-11T00:00:00", "is_public": "True", "name": "ICE", "rank": "94", "target": "Comet", "xmlid": "ICE"}, "IMP": {"IMP_8": {"Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IMP8_ephemeris", "att": "auto/IMP8_ephemeris", "desc": "", "imp_orb_all": {"__spz_name__": "orbit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "imp-orb-all", "att": "auto/imp-orb-all", "dataSource": "NSSDC", "desc": "
Sampling: 12M
Provider: NSSDC", "imp8_r": {"__spz_name__": "distance imp-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp8_r", "dataset": "imp-orb-all", "description": "Radial distance from the center of Earth", "is_public": "True", "name": "distance imp-earth", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "ucd": "pos.distance;instr.obsty", "units": "Re", "xmlid": "imp8_r"}, "imp8_xyz": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp8_xyz", "dataset": "imp-orb-all", "description": "Position in cartesian GSE coordinates", "display_type": "timeseries", "imp8_xyz0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_xyz(0)", "dataset": "imp-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "imp8_xyz", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp8_xyz(0)"}, "imp8_xyz1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_xyz(1)", "dataset": "imp-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "imp8_xyz", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp8_xyz(1)"}, "imp8_xyz2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_xyz(2)", "dataset": "imp-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "imp8_xyz", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp8_xyz(2)"}, "is_public": "True", "name": "xyz_gse", "size": "3", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "imp8_xyz"}, "imp8_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp8_xyz_gsm", "dataset": "imp-orb-all", "description": "Position in cartesian GSM coordinates", "display_type": "timeseries", "imp8_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_xyz_gsm(0)", "dataset": "imp-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "imp8_xyz_gsm", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp8_xyz_gsm(0)"}, "imp8_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_xyz_gsm(1)", "dataset": "imp-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "imp8_xyz_gsm", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp8_xyz_gsm(1)"}, "imp8_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_xyz_gsm(2)", "dataset": "imp-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "imp8_xyz_gsm", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp8_xyz_gsm(2)"}, "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "imp8_xyz_gsm"}, "is_public": "True", "lastModificationDate": "2013-05-13T14:22:56Z", "lastUpdate": "2013-05-13T11:30:55Z", "measurement_type": "Ephemeris", "name": "orbit", "processing_level": "Calibrated", "sampling": "12M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/IMP-8/Ephemeris/imp-orb-all", "start_date": "1973-10-30T00:00:00Z", "stop_date": "2004-06-30T23:48:00Z", "xmlid": "imp-orb-all"}, "is_public": "True", "name": "Ephemeris", "xmlid": "IMP8_ephemeris"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IMP8_mag", "att": "auto/IMP8_mag", "desc": "IMP8 MAG
Magnetometer", "imp_mag_k0": {"__spz_name__": "15 sec (i8_15sec_mag)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "imp-mag-k0", "att": "auto/imp-mag-k0", "dataSource": "NSSDC", "desc": "
Sampling: 15.36S
Provider: NSSDC", "imp8_b": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp8_b", "dataset": "imp-mag-k0", "description": "Magnetic field vector in GSE coordinates", "display_type": "timeseries", "imp8_b0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_b(0)", "dataset": "imp-mag-k0", "index1": "0", "is_public": "True", "name": "bx", "parameter": "imp8_b", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "xmlid": "imp8_b(0)"}, "imp8_b1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_b(1)", "dataset": "imp-mag-k0", "index1": "1", "is_public": "True", "name": "by", "parameter": "imp8_b", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "xmlid": "imp8_b(1)"}, "imp8_b2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_b(2)", "dataset": "imp-mag-k0", "index1": "2", "is_public": "True", "name": "bz", "parameter": "imp8_b", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "xmlid": "imp8_b(2)"}, "is_public": "True", "name": "b_gse", "size": "3", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "ucd": "phys.magField", "units": "nT", "xmlid": "imp8_b"}, "imp8_b_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp8_b_gsm", "dataset": "imp-mag-k0", "description": "Magnetic field vector in GSM coordinates", "display_type": "timeseries", "imp8_b_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_b_gsm(0)", "dataset": "imp-mag-k0", "index1": "0", "is_public": "True", "name": "bx", "parameter": "imp8_b_gsm", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "xmlid": "imp8_b_gsm(0)"}, "imp8_b_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_b_gsm(1)", "dataset": "imp-mag-k0", "index1": "1", "is_public": "True", "name": "by", "parameter": "imp8_b_gsm", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "xmlid": "imp8_b_gsm(1)"}, "imp8_b_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "imp8_b_gsm(2)", "dataset": "imp-mag-k0", "index1": "2", "is_public": "True", "name": "bz", "parameter": "imp8_b_gsm", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "xmlid": "imp8_b_gsm(2)"}, "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "ucd": "phys.magField", "units": "nT", "xmlid": "imp8_b_gsm"}, "imp8_btot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp8_btot", "dataset": "imp-mag-k0", "description": "Magnitude of the magnetic field", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "ucd": "phys.magField", "units": "nT", "xmlid": "imp8_btot"}, "is_public": "True", "lastModificationDate": "2013-05-15T10:36:03Z", "lastUpdate": "2013-05-14T14:22:40Z", "measurement_type": "MagneticField", "name": "15 sec (i8_15sec_mag)", "processing_level": "Calibrated", "sampling": "15.36S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/IMP-8/MAG/imp-mag-k0", "start_date": "1973-10-29T23:59:53Z", "stop_date": "2000-06-10T23:59:38Z", "target": "Heliosphere.NearEarth", "xmlid": "imp-mag-k0"}, "is_public": "True", "name": "MAG", "xmlid": "IMP8_mag"}, "MIT": {"__spz_name__": "MIT", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IMP8_pls", "att": "auto/IMP8_pls", "desc": "MIT Faraday cup
FaradayCup", "imp_mit_k0": {"__spz_name__": "best fit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "imp-mit-k0", "att": "auto/imp-mit-k0", "dataSource": "NSSDC", "desc": "IMP 8 Solar Wind Plasma Faraday Cup Data
Sampling: 58S
Provider: NSSDC", "imp_mit_nfit": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp_mit_nfit", "dataset": "imp-mit-k0", "description": "(Better, from fits) Proton number density", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1973-10-31T20:10:27Z", "stop_date": "2006-07-26T17:10:35Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm\u207b\u00b3", "xmlid": "imp_mit_nfit"}, "imp_mit_velewfit": {"__spz_name__": "flow angle e/w", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp_mit_velewfit", "dataset": "imp-mit-k0", "description": "(Best, from fits) Proton East/West flow angle \n (aberration corrected). Azimuth is E/W, meaning bulk flow from the East \n or the West side of the Sun respectively. Positive azimuth angle means \n flow from the West.", "display_type": "timeseries", "is_public": "True", "name": "flow angle e/w", "start_date": "1973-10-31T20:10:27Z", "stop_date": "2006-07-26T17:10:35Z", "ucd": "pos.posAng;phys.veloc;phys.atmol.ionStage", "units": "deg", "xmlid": "imp_mit_velewfit"}, "imp_mit_velnsfit": {"__spz_name__": "flow angle n/s", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp_mit_velnsfit", "dataset": "imp-mit-k0", "description": "(Best, from fits) Proton North/South flow angle \n (aberration corrected). Azimuth is N/S, meaning bulk flow from the North \n or the South side of the Sun respectively. Positive azimuth angle means \n flow from the North.", "display_type": "timeseries", "is_public": "True", "name": "flow angle n/s", "start_date": "1973-10-31T20:10:27Z", "stop_date": "2006-07-26T17:10:35Z", "ucd": "pos.posAng;phys.veloc;phys.atmol.ionStage", "units": "deg", "xmlid": "imp_mit_velnsfit"}, "imp_mit_vfit": {"__spz_name__": "v_bulk", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp_mit_vfit", "dataset": "imp-mit-k0", "description": "(Better, from fits) Ion Flow Velocity (aberration corrected)", "display_type": "timeseries", "is_public": "True", "name": "v_bulk", "start_date": "1973-10-31T20:10:27Z", "stop_date": "2006-07-26T17:10:35Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "imp_mit_vfit"}, "imp_mit_vthfit": {"__spz_name__": "v_thermal", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "imp_mit_vthfit", "dataset": "imp-mit-k0", "description": "(Better, from fits) Proton most-probable thermal \n speed (aberration corrected). Thermal speed is the most probable thermal \n speed (i.e., the square root of [2kT/m(proton)]). To convert thermal speed \n to temperature in eV, multiply 0.0052 by the square of the thermal speed; \n to convert to temperature [K], multiply the square of the thermal speed by \n 60.5.", "display_type": "timeseries", "is_public": "True", "name": "v_thermal", "start_date": "1973-10-31T20:10:27Z", "stop_date": "2006-07-26T17:10:35Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "imp_mit_vthfit"}, "is_public": "True", "lastModificationDate": "2013-09-11T16:09:57Z", "lastUpdate": "2013-09-11T11:48:17Z", "measurement_type": "ThermalPlasma", "name": "best fit", "processing_level": "Calibrated", "sampling": "58S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/IMP-8/MIT/imp-mit-k0", "start_date": "1973-10-31T20:10:27Z", "stop_date": "2006-07-26T17:10:35Z", "target": "Heliosphere.NearEarth", "xmlid": "imp-mit-k0"}, "is_public": "True", "name": "MIT", "xmlid": "IMP8_pls"}, "__spz_name__": "IMP 8", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IMP8", "att": "auto/IMP8", "desc": "IMP-J
1973-10-26T00:00:00 - 2006-10-30T00:00:00", "is_public": "True", "name": "IMP 8", "target": "Earth.Magnetosphere", "xmlid": "IMP8"}, "__spz_name__": "IMP", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "IMP", "att": "auto/IMP", "desc": "Interplanetary Monitoring Platform (Explorer), NASA
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Sampling: 1M
Provider: NSSDC", "is_public": "True", "isee2_mag_all_bt": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "isee2_mag_all_bt", "dataset": "isee2-mag-all", "description": "Magnetic field magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1977-10-22T14:49:00Z", "stop_date": "1987-09-26T05:59:00Z", "ucd": "phys.magField", "units": "nT", "xmlid": "isee2_mag_all_bt"}, "lastModificationDate": "2012-03-06T21:10:30Z", "lastUpdate": "2012-03-06T21:10:48Z", "measurement_type": "MagneticField", "name": "key parameters", "processing_level": "Calibrated", "sampling": "1M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/ISEE/ISEE2/MAG/isee2-mag-all", "start_date": "1977-10-22T14:49:00Z", "stop_date": "1987-09-26T05:59:00Z", "target": "Earth.Magnetosphere", "xmlid": "isee2-mag-all"}, "name": "FGM", "xmlid": "ISEE2_mag"}, "FVA": {"__spz_name__": "FVA", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ISEE2_fva", "att": "auto/ISEE2_fva", "desc": "Fixed Voltage Analyzer
ElectrostaticAnalyser", "is_public": "True", "isee2_fva_all": {"__spz_name__": "energetic particles fluxes", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "isee2-fva-all", "att": "auto/isee2-fva-all", "dataSource": "", "desc": "
Sampling: 0.1S", "is_public": "True", "isee2_fvae": {"__spz_name__": "flux e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "isee2_fvae", "dataset": "isee2-fva-all", "display_type": "timeseries", "is_public": "True", "isee2_fvae0": {"__spz_name__": "2 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "isee2_fvae(0)", "dataset": "isee2-fva-all", "index1": "0", "is_public": "True", "name": "2 keV", "parameter": "isee2_fvae", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "xmlid": "isee2_fvae(0)"}, "isee2_fvae1": {"__spz_name__": "6 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "isee2_fvae(1)", "dataset": "isee2-fva-all", "index1": "1", "is_public": "True", "name": "6 keV", "parameter": "isee2_fvae", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "xmlid": "isee2_fvae(1)"}, "name": "flux e-", "size": "2", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "units": "arbitrary", "xmlid": "isee2_fvae"}, "isee2_fvap": {"__spz_name__": "flux p+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "isee2_fvap", "dataset": "isee2-fva-all", "is_public": "True", "isee2_fvap0": {"__spz_name__": "2 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "isee2_fvap(0)", "dataset": "isee2-fva-all", "index1": "0", "is_public": "True", "name": "2 keV", "parameter": "isee2_fvap", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "xmlid": "isee2_fvap(0)"}, "isee2_fvap1": {"__spz_name__": "6 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "isee2_fvap(1)", "dataset": "isee2-fva-all", "index1": "1", "is_public": "True", "name": "6 keV", "parameter": "isee2_fvap", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "xmlid": "isee2_fvap(1)"}, "name": "flux p+", "size": "2", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "units": "arbitrary", "xmlid": "isee2_fvap"}, "lastModificationDate": "2012-03-06T21:07:27Z", "lastUpdate": "2012-03-06T21:10:22Z", "measurement_type": "EnergeticParticles", "name": "energetic particles fluxes", "processing_level": "Uncalibrated", "sampling": "0.1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/ISEE/ISEE2/FVA/isee2-fva-all", "start_date": "1976-12-31T07:24:56Z", "stop_date": "1986-10-21T16:06:03Z", "target": "Earth.Magnetosphere", "xmlid": "isee2-fva-all"}, "name": "FVA", "xmlid": "ISEE2_fva"}, "__spz_name__": "ISEE 2", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ISEE2", "att": "auto/ISEE2", "desc": "1977-102B
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Sampling: 3H
Provider: ISGI/UNISTRA", "is_public": "True", "lastModificationDate": "2024-10-07T04:07:52Z", "lastUpdate": "2024-10-07T04:07:52Z", "measurement_type": "MagneticField", "name": "aa", "processing_level": "Calibrated", "sampling": "3H", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Indices/Ground_Based/ground-based-aa", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2024-10-04T21:00:00Z", "target": "Earth.NearSurface", "xmlid": "ground-based-aa"}, "ground_based_aei": {"__spz_name__": "auroral electrojet", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ground-based-aei", "ae": {"__spz_name__": "AE", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ae", "dataset": "ground-based-aei", "description": "Auroral Electrojet (AE = AU - AL)", "is_public": "True", "name": "AE", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2019-12-31T23:59:00Z", "units": "nT", "xmlid": "ae"}, "al": {"__spz_name__": "AL", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "al", "dataset": "ground-based-aei", "description": "Auroral Electrojet Lower envelope", "is_public": "True", "name": "AL", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2019-12-31T23:59:00Z", "units": "nT", "xmlid": "al"}, "ao": {"__spz_name__": "AO", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ao", "dataset": "ground-based-aei", "description": "Auroral Electrojet (AO = (AU + AL) / 2)", "is_public": "True", "name": "AO", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2019-12-31T23:59:00Z", "units": "nT", "xmlid": "ao"}, "ap_wdc": {"__spz_name__": "AP", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ap_wdc", "dataset": "ground-based-aei", "description": "Auroral Power (Newell 2011)", "is_public": "True", "name": "AP", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2019-12-31T23:59:00Z", "units": "GW", "xmlid": "ap_wdc"}, "att": "auto/ground-based-aei", "au": {"__spz_name__": "AU", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "au", "dataset": "ground-based-aei", "description": "Auroral Electrojet Upper envelope", "is_public": "True", "name": "AU", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2019-12-31T23:59:00Z", "units": "nT", "xmlid": "au"}, "dataSource": "WDC Kyoto via ISGI/UNISTRA", "desc": "
Sampling: 1M
Provider: WDC Kyoto via ISGI/UNISTRA", "is_public": "True", "lastModificationDate": "2024-01-26T10:39:16Z", "lastUpdate": "2024-01-26T10:39:13Z", "measurement_type": "MagneticField", "name": "auroral electrojet", "processing_level": "Calibrated", "sampling": "1M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Indices/Ground_Based/ground-based-aei", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2019-12-31T23:59:00Z", "target": "Earth.NearSurface.AuroralRegion", "xmlid": "ground-based-aei"}, "ground_based_am": {"Am": {"__spz_name__": "Am", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "Am", "dataset": "ground-based-am", "description": "Daily Mean of am", "is_public": "True", "name": "Am", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2024-10-04T21:00:00Z", "units": "nT", "xmlid": "Am"}, "__spz_name__": "am", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ground-based-am", "am": {"__spz_name__": "am", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "am", "dataset": "ground-based-am", "description": "am = (an + as)/2", "is_public": "True", "name": "am", "start_date": "1975-01-01T00:00:00Z", "stop_date": "2024-10-04T21:00:00Z", "units": "nT", "xmlid": "am"}, "att": "auto/ground-based-am", "dataSource": "ISGI/UNISTRA", "desc": "am IAGA-endorsed magnetic activity index
Sampling: 3H
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MinSampling: 4S; MaxSampling: 32S
Provider: IRAP", "is_public": "True", "it_dok_1te": {"__spz_name__": "e- flux sunward", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_1te", "dataset": "iball-dok-1t", "display_type": "timeseries", "is_public": "True", "it_dok_1te0": {"__spz_name__": "28 - 32 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "it_dok_1te(0)", "dataset": "iball-dok-1t", "index1": "0", "is_public": "True", "name": "28 - 32 keV", "parameter": "it_dok_1te", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "xmlid": "it_dok_1te(0)"}, "it_dok_1te1": {"__spz_name__": "44 - 53 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "it_dok_1te(1)", "dataset": "iball-dok-1t", "index1": "1", "is_public": "True", "name": "44 - 53 keV", "parameter": "it_dok_1te", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "xmlid": "it_dok_1te(1)"}, "it_dok_1te2": {"__spz_name__": "79 - 98 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "it_dok_1te(2)", "dataset": "iball-dok-1t", "index1": "2", "is_public": "True", "name": "79 - 98 keV", "parameter": "it_dok_1te", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "xmlid": "it_dok_1te(2)"}, "name": "e- flux sunward", "size": "3", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "units": "cm\u207b\u00b2.sr\u207b\u00b9.s\u207b\u00b9.keV\u207b\u00b9", "xmlid": "it_dok_1te"}, "it_dok_1te_dt": {"__spz_name__": "dT", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_1te_dt", "dataset": "iball-dok-1t", "description": "Time Exposition", "display_type": "timeseries", "is_public": "True", "name": "dT", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "units": "sec", "xmlid": "it_dok_1te_dt"}, "it_dok_1te_pitch": {"__spz_name__": "pitch sunward", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_1te_pitch", "dataset": "iball-dok-1t", "description": "Pitch angle with incoming flux direction", "display_type": "timeseries", "is_public": "True", "name": "pitch sunward", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "units": "deg", "xmlid": "it_dok_1te_pitch"}, "lastModificationDate": "2020-06-25T14:12:06Z", "lastUpdate": "2004-12-02T20:47:03Z", "maxSampling": "32S", "measurement_type": "EnergeticParticles", "name": "time profiles : sunward", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/INTERBALL-Tail/DOK2/iball-dok-1t", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:21:14Z", "target": "Earth.Magnetosheath", "xmlid": "iball-dok-1t"}, "iball_dok_2s": {"__spz_name__": "spectra : tailward", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "iball-dok-2s", "att": "auto/iball-dok-2s", "dataSource": "IRAP", "desc": "Electron Spectra : Tailward Flow
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MinSampling: 4S; MaxSampling: 32S
Provider: IRAP", "is_public": "True", "it_dok_1ti": {"__spz_name__": "ions flux sunward", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_1ti", "dataset": "iball-dok-3t", "display_type": "timeseries", "is_public": "True", "it_dok_1ti0": {"__spz_name__": "22 - 29 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "it_dok_1ti(0)", "dataset": "iball-dok-3t", "index1": "0", "is_public": "True", "name": "22 - 29 keV", "parameter": "it_dok_1ti", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "xmlid": "it_dok_1ti(0)"}, "it_dok_1ti1": {"__spz_name__": "47 - 61 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "it_dok_1ti(1)", "dataset": "iball-dok-3t", "index1": "1", "is_public": "True", "name": "47 - 61 keV", "parameter": "it_dok_1ti", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "xmlid": "it_dok_1ti(1)"}, "it_dok_1ti2": {"__spz_name__": "102 - 133 keV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "it_dok_1ti(2)", "dataset": "iball-dok-3t", "index1": "2", "is_public": "True", "name": "102 - 133 keV", "parameter": "it_dok_1ti", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "xmlid": "it_dok_1ti(2)"}, "name": "ions flux sunward", "size": "3", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "units": "cm\u207b\u00b2.sr\u207b\u00b9.s\u207b\u00b9.keV\u207b\u00b9", "xmlid": "it_dok_1ti"}, "it_dok_1ti_dt": {"__spz_name__": "dT", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_1ti_dt", "dataset": "iball-dok-3t", "description": "Time Exposition", "display_type": "timeseries", "is_public": "True", "name": "dT", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "units": "sec", "xmlid": "it_dok_1ti_dt"}, "it_dok_1ti_pitch": {"__spz_name__": "pitch sunward", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_1ti_pitch", "dataset": "iball-dok-3t", "description": "Pitch angle with incoming flux direction", "display_type": "timeseries", "is_public": "True", "name": "pitch sunward", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "units": "deg", "xmlid": "it_dok_1ti_pitch"}, "lastModificationDate": "2020-06-25T14:12:10Z", "lastUpdate": "2004-12-02T20:48:02Z", "maxSampling": "32S", "measurement_type": "EnergeticParticles", "name": "time profiles : sunward", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/INTERBALL-Tail/DOK2/iball-dok-3t", "start_date": "1995-08-05T09:37:47Z", "stop_date": "2000-10-15T21:11:00Z", "target": "Earth.Magnetosheath", "xmlid": "iball-dok-3t"}, "iball_dok_4s": {"__spz_name__": "spectra : tailward", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "iball-dok-4s", "att": "auto/iball-dok-4s", "dataSource": "IRAP", "desc": "Ion Spectra : Tailward Flow
MinSampling: 1S; MaxSampling: 32S
Provider: IRAP", "is_public": "True", "it_dok_2si": {"__spz_name__": "ion flux tail", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_2si", "dataset": "iball-dok-4s", "display_type": "spectrogram", "is_public": "True", "name": "ion flux tail", "start_date": "1995-08-05T09:45:46Z", "stop_date": "2000-10-15T21:45:07Z", "units": "cm\u207b\u00b2.sr\u207b\u00b9.s\u207b\u00b9.keV\u207b\u00b9", "xmlid": "it_dok_2si"}, "it_dok_2si_dt": {"__spz_name__": "dT", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_2si_dt", "dataset": "iball-dok-4s", "description": "Time Exposition", "display_type": "timeseries", "is_public": "True", "name": "dT", "start_date": "1995-08-05T09:45:46Z", "stop_date": "2000-10-15T21:45:07Z", "units": "sec", "xmlid": "it_dok_2si_dt"}, "it_dok_2si_pitch": {"__spz_name__": "pitch tailward", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_2si_pitch", "dataset": "iball-dok-4s", "description": "Pitch angle with incoming flux direction", "display_type": "timeseries", "is_public": "True", "name": "pitch tailward", "start_date": "1995-08-05T09:45:46Z", "stop_date": "2000-10-15T21:45:07Z", "units": "deg", "xmlid": "it_dok_2si_pitch"}, "it_dok_2si_theta": {"__spz_name__": "theta", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "it_dok_2si_theta", "dataset": "iball-dok-4s", "description": "Detector angle with axe pointed to Sun", "display_type": "timeseries", "is_public": "True", "name": "theta", "start_date": "1995-08-05T09:45:46Z", "stop_date": "2000-10-15T21:45:07Z", "units": "deg", "xmlid": "it_dok_2si_theta"}, "lastModificationDate": "2020-06-25T14:12:20Z", "lastUpdate": "2004-12-16T18:46:24Z", "maxSampling": "32S", "measurement_type": "EnergeticParticles", "name": "spectra : tailward", "processing_level": "Calibrated", "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/INTERBALL-Tail/DOK2/iball-dok-4s", "start_date": "1995-08-05T09:45:46Z", "stop_date": "2000-10-15T21:45:07Z", "target": "Earth.Magnetosheath", "xmlid": "iball-dok-4s"}, "iball_dok_4t": {"__spz_name__": "time profiles : tailward", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "iball-dok-4t", "att": "auto/iball-dok-4t", "dataSource": "IRAP", "desc": "Ion Time Profiles : Tailward Flow
MinSampling: 4S; MaxSampling: 32S
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Sampling: 2M
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Sampling: 60S
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Sampling: 1S
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Photometer", "is_public": "True", "mvn_euv_clb": {"__spz_name__": "measured EUV flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mvn-euv-clb", "att": "auto/mvn-euv-clb", "dataSource": "PDS", "desc": "Extreme Ultraviolet monitor calibrated irradiances
Sampling: 60S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T01:40:18Z", "lastUpdate": "2024-09-02T01:40:18Z", "mav_euv_deltac": {"__spz_name__": "measurement uncertainty", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_euv_deltac", "dataset": "mvn-euv-clb", "is_public": "True", "mav_euv_deltac0": {"__spz_name__": "A: 17-22 nm", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_euv_deltac(0)", "dataset": "mvn-euv-clb", "index1": "0", "is_public": "True", "name": "A: 17-22 nm", "parameter": "mav_euv_deltac", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "xmlid": "mav_euv_deltac(0)"}, "mav_euv_deltac1": {"__spz_name__": "B: 0-7 nm", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_euv_deltac(1)", "dataset": "mvn-euv-clb", "index1": "1", "is_public": "True", "name": "B: 0-7 nm", "parameter": "mav_euv_deltac", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "xmlid": "mav_euv_deltac(1)"}, "mav_euv_deltac2": {"__spz_name__": "C: 121-122 nm", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_euv_deltac(2)", "dataset": "mvn-euv-clb", "index1": "2", "is_public": "True", "name": "C: 121-122 nm", "parameter": "mav_euv_deltac", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "xmlid": "mav_euv_deltac(2)"}, "name": "measurement uncertainty", "size": "3", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "units": "%", "xmlid": "mav_euv_deltac"}, "mav_euv_deltatot": {"__spz_name__": "total uncertainty", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_euv_deltatot", "dataset": "mvn-euv-clb", "is_public": "True", "mav_euv_deltatot0": {"__spz_name__": "A: 17-22 nm", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_euv_deltatot(0)", "dataset": "mvn-euv-clb", "index1": 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"xmlid": "mav_euv_fluxc(0)"}, "mav_euv_fluxc1": {"__spz_name__": "B: 0-7 nm", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_euv_fluxc(1)", "dataset": "mvn-euv-clb", "index1": "1", "is_public": "True", "name": "B: 0-7 nm", "parameter": "mav_euv_fluxc", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "xmlid": "mav_euv_fluxc(1)"}, "mav_euv_fluxc2": {"__spz_name__": "C: 121-122 nm", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_euv_fluxc(2)", "dataset": "mvn-euv-clb", "index1": "2", "is_public": "True", "name": "C: 121-122 nm", "parameter": "mav_euv_fluxc", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "xmlid": "mav_euv_fluxc(2)"}, "name": "energy flux", "size": "3", "start_date": "2014-10-18T00:00:16Z", "stop_date": "2024-05-14T23:59:57Z", "units": "Watts/m\u00b2", "xmlid": "mav_euv_fluxc"}, "measurement_type": "ThermalPlasma", "name": "measured EUV flux", 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Sampling: 60S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T02:32:53Z", "lastUpdate": "2024-09-02T02:32:53Z", "mav_euv_deltam": {"__spz_name__": "irradiance flux uncertainty", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_euv_deltam", "dataset": "mvn-euv-mod", "display_type": "spectrogram", "is_public": "True", "name": "irradiance flux uncertainty", "start_date": "2014-10-19T00:00:00Z", "stop_date": "2024-05-14T23:58:58Z", "units": "%", "xmlid": "mav_euv_deltam"}, "mav_euv_flagm": {"__spz_name__": "quality flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_euv_flagm", "dataset": "mvn-euv-mod", "display_type": "timeseries", "is_public": "True", "name": "quality flag", "start_date": "2014-10-19T00:00:00Z", "stop_date": "2024-05-14T23:58:58Z", "xmlid": "mav_euv_flagm"}, "mav_euv_fluxm": {"__spz_name__": "irradiance flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_euv_fluxm", "dataset": "mvn-euv-mod", "display_type": "spectrogram", "is_public": "True", "name": "irradiance flux", "start_date": "2014-10-19T00:00:00Z", "stop_date": "2024-05-14T23:58:58Z", "units": "Watts/m\u00b2/nm", "xmlid": "mav_euv_fluxm"}, "measurement_type": "ThermalPlasma", "name": "modelled EUV flux", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MAVEN/EUV/mvn-euv-mod", "start_date": "2014-10-19T00:00:00Z", "stop_date": "2024-05-14T23:58:58Z", "target": "Mars", "xmlid": "mvn-euv-mod"}, "name": "EUV", "xmlid": "MAVEN_euv"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MAVEN_ephemeris", "att": "auto/MAVEN_ephemeris", "desc": "", "is_public": "True", "maven_orb_cruise": {"__spz_name__": "cruise", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "maven-orb-cruise", "att": "auto/maven-orb-cruise", "dataSource": "SPICE/NAIF", "desc": "MAVEN cruise phase
Sampling: 1H
Provider: SPICE/NAIF", "is_public": "True", "lastModificationDate": "2015-11-27T15:23:58Z", "lastUpdate": "2015-11-27T15:23:41Z", "mav_lat_iausun": {"__spz_name__": "lat_iau_sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_lat_iausun", "dataset": "maven-orb-cruise", "display_type": "timeseries", "is_public": "True", "name": "lat_iau_sun", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "units": "degrees", "xmlid": "mav_lat_iausun"}, "mav_lon_iausun": {"__spz_name__": "lon_iau_sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_lon_iausun", "dataset": "maven-orb-cruise", "display_type": "timeseries", "is_public": "True", "name": "lon_iau_sun", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "units": "degrees", "xmlid": "mav_lon_iausun"}, "mav_sun_r": {"__spz_name__": "distance maven-sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_sun_r", "dataset": "maven-orb-cruise", "display_type": "timeseries", "is_public": "True", "name": "distance maven-sun", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "units": "AU", "xmlid": "mav_sun_r"}, "mav_xyz_hee": {"__spz_name__": "xyz_hee", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_xyz_hee", "dataset": "maven-orb-cruise", "display_type": "timeseries", "is_public": "True", "mav_xyz_hee0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_xyz_hee(0)", "dataset": "maven-orb-cruise", "index1": "0", "is_public": "True", "name": "x", "parameter": "mav_xyz_hee", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "xmlid": "mav_xyz_hee(0)"}, "mav_xyz_hee1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_xyz_hee(1)", "dataset": "maven-orb-cruise", "index1": "1", "is_public": "True", "name": "y", "parameter": "mav_xyz_hee", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "xmlid": "mav_xyz_hee(1)"}, "mav_xyz_hee2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_xyz_hee(2)", "dataset": "maven-orb-cruise", "index1": "2", "is_public": "True", "name": "z", "parameter": "mav_xyz_hee", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "xmlid": "mav_xyz_hee(2)"}, "name": "xyz_hee", "size": "3", "start_date": "2013-11-18T19:21:49Z", "stop_date": "2014-09-21T22:21:49Z", "units": "AU", "xmlid": "mav_xyz_hee"}, "mav_xyz_heeq": {"__spz_name__": "xyz_heeq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_xyz_heeq", "dataset": "maven-orb-cruise", "display_type": "timeseries", "is_public": "True", "mav_xyz_heeq0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": 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Sampling: 1M
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Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T03:16:11Z", "lastUpdate": "2021-03-07T06:45:57Z", "mav_lpw_flag": {"__spz_name__": "s/c pot quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_lpw_flag", "dataset": "mvn-lpw-scpot", "description": "Quality of Potential.The uncertainty of the\n values with a scale of 0-100. 100 is the best quality. Use data with flag value\n above 50", "is_public": "True", "name": "s/c pot quality", "start_date": "2014-10-08T00:00:01Z", "stop_date": "2020-11-10T00:00:00Z", "xmlid": "mav_lpw_flag"}, "mav_lpw_pot": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_lpw_pot", "dataset": "mvn-lpw-scpot", "description": "spacecraft potential", "is_public": "True", "name": "s/c pot", "start_date": "2014-10-08T00:00:01Z", "stop_date": "2020-11-10T00:00:00Z", "ucd": "phys.electField", "units": "V", "xmlid": "mav_lpw_pot"}, "maxSampling": "4S", "measurement_type": "Waves", "name": "merged s/c potential", "processing_level": "Calibrated", "sampling": "2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MAVEN/LPW/mvn-lpw-scpot", "start_date": "2014-10-08T00:00:01Z", "stop_date": "2020-11-10T00:00:00Z", "target": "Mars", "xmlid": "mvn-lpw-scpot"}, "mvn_lpw_wn": {"__spz_name__": "electron density from Langmuir line", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mvn-lpw-wn", "att": "auto/mvn-lpw-wn", "dataSource": "PDS", "desc": "
MinSampling: 2S; MaxSampling: 4S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T03:15:55Z", "lastUpdate": "2024-09-02T03:15:55Z", "mav_lpw_edens": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_lpw_edens", "dataset": "mvn-lpw-wn", "description": "This bundle contains data which have been derived from other data products or determined by fits to other data. \n These are science quality data produced by the LPW instrument. The data include density", "is_public": "True", "name": "density", "start_date": "2014-10-06T19:40:30Z", "stop_date": "2024-04-30T22:44:38Z", "ucd": "phys.density", "units": "cm-3", "xmlid": "mav_lpw_edens"}, "mav_lpw_eflag": {"__spz_name__": "density quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_lpw_eflag", "dataset": "mvn-lpw-wn", "description": "Quality of Electron Density.The uncertainty of the\n values with a scale of 0-100. 100 is the best quality. Use data with flag value\n above 50", "is_public": "True", "name": "density quality", "start_date": "2014-10-06T19:40:30Z", "stop_date": "2024-04-30T22:44:38Z", "xmlid": "mav_lpw_eflag"}, "maxSampling": "4S", "measurement_type": "Waves", "name": "electron density from Langmuir line", "processing_level": "Calibrated", "sampling": "2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MAVEN/LPW/mvn-lpw-wn", "start_date": "2014-10-06T19:40:30Z", "stop_date": "2024-04-30T22:44:38Z", "target": "Mars", "xmlid": "mvn-lpw-wn"}, "name": "LPW", "xmlid": "MAVEN_lpw"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MAVEN_mag", "att": "auto/MAVEN_mag", "desc": "Fluxgate magnetometer
Magnetometer", "is_public": "True", "mav_mag_all": {"__spz_name__": "1 sec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mav-mag-all", "att": "auto/mav-mag-all", "dataSource": "PDS", "desc": "
Sampling: 1S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T02:53:12Z", "lastUpdate": "2024-09-02T02:53:11Z", "mav_b_iau": {"__spz_name__": "b_iau_mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_b_iau", "dataset": "mav-mag-all", "is_public": "True", "mav_b_iau0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_b_iau(0)", "dataset": "mav-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mav_b_iau", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "xmlid": "mav_b_iau(0)"}, "mav_b_iau1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_b_iau(1)", "dataset": "mav-mag-all", "index1": "1", "is_public": "True", "name": "by", "parameter": "mav_b_iau", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "xmlid": "mav_b_iau(1)"}, "mav_b_iau2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_b_iau(2)", "dataset": "mav-mag-all", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mav_b_iau", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "xmlid": "mav_b_iau(2)"}, "name": "b_iau_mars", "size": "3", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_b_iau"}, "mav_b_mso": {"__spz_name__": "b_mso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_b_mso", "dataset": "mav-mag-all", "is_public": "True", "mav_b_mso0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_b_mso(0)", "dataset": "mav-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mav_b_mso", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "xmlid": "mav_b_mso(0)"}, "mav_b_mso1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_b_mso(1)", "dataset": "mav-mag-all", "index1": "1", "is_public": "True", "name": "by", "parameter": "mav_b_mso", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "xmlid": "mav_b_mso(1)"}, "mav_b_mso2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_b_mso(2)", "dataset": "mav-mag-all", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mav_b_mso", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "xmlid": "mav_b_mso(2)"}, "name": "b_mso", "size": "3", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_b_mso"}, "mav_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_b_tot", "dataset": "mav-mag-all", "is_public": "True", "name": "|b|", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_b_tot"}, "measurement_type": "MagneticField", "name": "1 sec", "processing_level": "Calibrated", "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MAVEN/MAG/mav-mag-all", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:01Z", "target": "Mars", "xmlid": "mav-mag-all"}, "mav_mag_kp": {"__spz_name__": "4s", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mav-mag-kp", "att": "auto/mav-mag-kp", "dataSource": "PDS", "desc": "key parameters : 4/8 s
MinSampling: 4S; MaxSampling: 8S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T00:39:43Z", "lastUpdate": "2024-08-02T11:44:46Z", "mav_bkp_iau": {"__spz_name__": "b_iau_mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_bkp_iau", "dataset": "mav-mag-kp", "is_public": "True", "mav_bkp_iau0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_bkp_iau(0)", "dataset": "mav-mag-kp", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mav_bkp_iau", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "xmlid": "mav_bkp_iau(0)"}, "mav_bkp_iau1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_bkp_iau(1)", "dataset": "mav-mag-kp", "index1": "1", "is_public": "True", "name": "by", "parameter": "mav_bkp_iau", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "xmlid": "mav_bkp_iau(1)"}, "mav_bkp_iau2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_bkp_iau(2)", "dataset": "mav-mag-kp", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mav_bkp_iau", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "xmlid": "mav_bkp_iau(2)"}, "name": "b_iau_mars", "size": "3", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_bkp_iau"}, "mav_bkp_mso": {"__spz_name__": "b_mso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_bkp_mso", "dataset": "mav-mag-kp", "is_public": "True", "mav_bkp_mso0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_bkp_mso(0)", "dataset": "mav-mag-kp", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mav_bkp_mso", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "xmlid": "mav_bkp_mso(0)"}, "mav_bkp_mso1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_bkp_mso(1)", "dataset": "mav-mag-kp", "index1": "1", "is_public": "True", "name": "by", "parameter": "mav_bkp_mso", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "xmlid": "mav_bkp_mso(1)"}, "mav_bkp_mso2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mav_bkp_mso(2)", "dataset": "mav-mag-kp", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mav_bkp_mso", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "xmlid": "mav_bkp_mso(2)"}, "name": "b_mso", "size": "3", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_bkp_mso"}, "mav_bkp_rms": {"__spz_name__": "b_rms", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_bkp_rms", "dataset": "mav-mag-kp", "description": "Deviations from the mean magnitude of the magnetic field", "is_public": "True", "name": "b_rms", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_bkp_rms"}, "mav_bkp_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mav_bkp_tot", "dataset": "mav-mag-kp", "is_public": "True", "name": "|b|", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mav_bkp_tot"}, "maxSampling": "8S", "measurement_type": "MagneticField", "name": "4s", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MAVEN/MAG/mav-mag-kp", "start_date": "2014-10-10T00:00:08Z", "stop_date": "2024-02-14T23:59:52Z", "target": "Mars", "xmlid": "mav-mag-kp"}, "mav_mag_pds": {"__spz_name__": "0.03 sec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mav-mag-pds", "att": "auto/mav-mag-pds", "dataSource": "PDS", "desc": "
Sampling: 0.031S
Provider: PDS", "is_public": "True", "lastModificationDate": "2024-09-02T02:58:25Z", "lastUpdate": "2024-08-19T14:49:09Z", "mavb_iau": {"__spz_name__": "b_iau_mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mavb_iau", "dataset": "mav-mag-pds", "is_public": "True", "mavb_iau0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mavb_iau(0)", "dataset": "mav-mag-pds", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mavb_iau", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "xmlid": "mavb_iau(0)"}, "mavb_iau1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mavb_iau(1)", "dataset": "mav-mag-pds", "index1": "1", "is_public": "True", "name": "by", "parameter": "mavb_iau", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "xmlid": "mavb_iau(1)"}, "mavb_iau2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mavb_iau(2)", "dataset": "mav-mag-pds", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mavb_iau", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "xmlid": "mavb_iau(2)"}, "name": "b_iau_mars", "size": "3", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mavb_iau"}, "mavb_mso": {"__spz_name__": "b_mso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mavb_mso", "dataset": "mav-mag-pds", "is_public": "True", "mavb_mso0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mavb_mso(0)", "dataset": "mav-mag-pds", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mavb_mso", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "xmlid": "mavb_mso(0)"}, "mavb_mso1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mavb_mso(1)", "dataset": "mav-mag-pds", "index1": "1", "is_public": "True", "name": "by", "parameter": "mavb_mso", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "xmlid": "mavb_mso(1)"}, "mavb_mso2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mavb_mso(2)", "dataset": "mav-mag-pds", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mavb_mso", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "xmlid": "mavb_mso(2)"}, "name": "b_mso", "size": "3", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mavb_mso"}, "mavb_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mavb_tot", "dataset": "mav-mag-pds", "is_public": "True", "name": "|b|", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "ucd": "phys.magField", "units": "nT", "xmlid": "mavb_tot"}, "measurement_type": "MagneticField", "name": "0.03 sec", "processing_level": "Calibrated", "sampling": "0.031S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MAVEN/MAG/mav-mag-pds", "start_date": "2014-10-10T00:00:00Z", "stop_date": "2024-05-01T00:00:02Z", "target": "Mars", "xmlid": "mav-mag-pds"}, "name": "MAG", "xmlid": "MAVEN_mag"}, "NGIMS": {"__spz_name__": "NGIMS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MAVEN_ngims", "att": "auto/MAVEN_ngims", "desc": "Neutral Gas and Ion Mass Spectrometer
MassSpectrometer", "is_public": "True", "mav_ngims_kp": {"__spz_name__": "key parameters", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mav-ngims-kp", "att": "auto/mav-ngims-kp", "dataSource": "PDS", "desc": "NGIMS : key parameters
MinSampling: 4S; MaxSampling: 8S
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Sampling: 1M
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Sampling: 30S
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Sampling: 120S
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Sampling: 20M
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MinSampling: 7S; MaxSampling: 67S
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Sampling: 60S
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Sampling: 60S
Provider: PDS", "is_public": "True", "lastModificationDate": "2019-07-29T11:44:17Z", "lastUpdate": "2019-07-26T16:14:09Z", "measurement_type": "IonComposition", "mes_fips_n": {"__spz_name__": "density h+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_n", "dataset": "mess-fips-ntp", "is_public": "True", "name": "density h+", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cm\u207b\u00b3", "xmlid": "mes_fips_n"}, "mes_fips_n_err": {"__spz_name__": "density h+ : err", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_n_err", "dataset": "mess-fips-ntp", "is_public": "True", "name": "density h+ : err", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "units": "cm\u207b\u00b3", "xmlid": "mes_fips_n_err"}, "mes_fips_p": {"__spz_name__": "pressure h+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_p", "dataset": "mess-fips-ntp", "is_public": "True", "name": "pressure h+", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "units": "nPa", "xmlid": "mes_fips_p"}, "mes_fips_p_err": {"__spz_name__": "pressure h+ : err", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_p_err", "dataset": "mess-fips-ntp", "is_public": "True", "name": "pressure h+ : err", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "units": "nPa", "xmlid": "mes_fips_p_err"}, "mes_fips_qual": {"__spz_name__": "quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_qual", "dataset": "mess-fips-ntp", "is_public": "True", "name": "quality", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "xmlid": "mes_fips_qual"}, "mes_fips_t": {"__spz_name__": "temperature h+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_t", "dataset": "mess-fips-ntp", "is_public": "True", "name": "temperature h+", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "units": "MK", "xmlid": "mes_fips_t"}, "mes_fips_t_err": {"__spz_name__": "temperature h+ : err", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mes_fips_t_err", "dataset": "mess-fips-ntp", "is_public": "True", "name": "temperature h+ : err", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "units": "MK", "xmlid": "mes_fips_t_err"}, "name": "ntp", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MESSENGER/FIPS/mess-fips-ntp", "start_date": "2011-03-26T01:35:34Z", "stop_date": "2015-04-30T12:18:44Z", "target": "Mercury", "xmlid": "mess-fips-ntp"}, "name": "FIPS", "xmlid": "MESSENGER_fips"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MESSENGER_mag", "att": "auto/MESSENGER_mag", "cruise": {"__spz_name__": "cruise", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mes-mag-cruise", "is_public": "True", "mes_mag_heliosphere01": {"__spz_name__": "1 sec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mes-mag-heliosphere01", "att": "auto/mes-mag-heliosphere01", "dataSource": "PDS", "desc": "Magnetic Field : cruise : 1 sec average
Sampling: 1S
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Sampling: 60S
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"mes_bmag_orb"}, "name": "0.05 sec", "processing_level": "Calibrated", "sampling": "0.05S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MESSENGER/MAG/Mercury_Orbit/mes-mag-orbitHR", "start_date": "2011-03-23T15:36:40Z", "stop_date": "2015-04-30T15:08:14Z", "target": "Mercury", "xmlid": "mes-mag-orbitHR"}, "name": "orbit mercury", "xmlid": "mes-mag-orb"}, "xmlid": "MESSENGER_mag"}, "__spz_name__": "MESSENGER", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MESSENGER", "att": "auto/MESSENGER", "desc": "Mercury Surface, Space Environment, Geochemistry and Ranging Mission
2004-08-03T00:00:00 - 2015-04-30T00:00:00", "is_public": "True", "name": "MESSENGER", "rank": "2", "target": "Mercury", "xmlid": "MESSENGER"}, "MEX": {"Analytical_Models": {"__spz_name__": "Analytical Models", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MEX_models", "att": "auto/MEX_models", "desc": "", "is_public": "True", "mex_morsch_model": {"PriorID": "mex-orb-mars", "__spz_name__": "Morschhauser field model", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mex-morsch-model", "att": "auto/mex-morsch-model", "bmorsch_mso_60_mex_xyz_mso": {"__spz_name__": "b_mso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "bmorsch_mso_60_mex_xyz_mso", "bmorsch_mso_60_mex_xyz_mso0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "bmorsch_mso_60_mex_xyz_mso(0)", "dataset": "mex-morsch-model", "index1": "0", "is_public": "True", "name": "bx", "parameter": "bmorsch_mso_60_mex_xyz_mso", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "bmorsch_mso_60_mex_xyz_mso(0)"}, "bmorsch_mso_60_mex_xyz_mso1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "bmorsch_mso_60_mex_xyz_mso(1)", "dataset": "mex-morsch-model", "index1": "1", "is_public": "True", "name": "by", "parameter": "bmorsch_mso_60_mex_xyz_mso", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "bmorsch_mso_60_mex_xyz_mso(1)"}, "bmorsch_mso_60_mex_xyz_mso2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "bmorsch_mso_60_mex_xyz_mso(2)", "dataset": "mex-morsch-model", "index1": "2", "is_public": "True", "name": "bz", "parameter": "bmorsch_mso_60_mex_xyz_mso", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "bmorsch_mso_60_mex_xyz_mso(2)"}, "dataset": "mex-morsch-model", "is_public": "True", "name": "b_mso", "predefined": "1", "size": "3", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "template": "bmorsch_mso_##sampling##_##orbit##", "units": "nT", "xmlid": "bmorsch_mso_60_mex_xyz_mso"}, "bmorsch_tot_60_mex_xyz_mso": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "bmorsch_tot_60_mex_xyz_mso", "dataset": "mex-morsch-model", "is_public": "True", "name": "|b|", "predefined": "1", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "template": "bmorsch_tot_##sampling##_##orbit##", "units": "nT", "xmlid": "bmorsch_tot_60_mex_xyz_mso"}, "dataSource": "IRAP", "desc": "Morschhauser model martian crustal magnetic field
Sampling: 1M
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MinSampling: 1S; MaxSampling: 64S
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Sampling: 60S
Provider: NAIF", "is_public": "True", "lastModificationDate": "2024-10-02T02:04:46Z", "lastUpdate": "2024-10-02T02:04:38Z", "lat_mex_iau": {"__spz_name__": "lat_iau_mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "lat_mex_iau", "dataset": "mex-orb-mars", "description": "Mars Express trajectory in PC coordinates", "is_public": "True", "name": "lat_iau_mars", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "ucd": "pos.ephem;instr.obsty", "units": "deg", "xmlid": "lat_mex_iau"}, "lon_mex_iau": {"__spz_name__": "lon_iau_mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "lon_mex_iau", "dataset": "mex-orb-mars", "description": "Mars Express trajectory in PC coordinates", "is_public": "True", "name": "lon_iau_mars", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "ucd": "pos.ephem;instr.obsty", "units": "deg", "xmlid": "lon_mex_iau"}, "measurement_type": "Ephemeris", "mex_mars_r": {"__spz_name__": "distance mex-mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mex_mars_r", "dataset": "mex-orb-mars", "description": "Mars Express trajectory in PC coordinates", "is_public": "True", "name": "distance mex-mars", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "ucd": "pos.ephem;instr.obsty", "units": "Rma", "xmlid": "mex_mars_r"}, "mex_orb_num": {"__spz_name__": "mex_orbit_num", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mex_orb_num", "dataset": "mex-orb-mars", "display_type": "timeseries", "is_public": "True", "name": "mex_orbit_num", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "mex_orb_num"}, "mex_xyz_mso": {"__spz_name__": "xyz_mso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mex_xyz_mso", "dataset": "mex-orb-mars", "description": "Mars Express trajectory in MSO coordinates", "display_type": "timeseries", "is_public": "True", "mex_xyz_mso0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mex_xyz_mso(0)", "dataset": "mex-orb-mars", "index1": "0", "is_public": "True", "name": "x", "parameter": "mex_xyz_mso", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "mex_xyz_mso(0)"}, "mex_xyz_mso1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mex_xyz_mso(1)", "dataset": "mex-orb-mars", "index1": "1", "is_public": "True", "name": "y", "parameter": "mex_xyz_mso", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "mex_xyz_mso(1)"}, "mex_xyz_mso2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mex_xyz_mso(2)", "dataset": "mex-orb-mars", "index1": "2", "is_public": "True", "name": "z", "parameter": "mex_xyz_mso", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "xmlid": "mex_xyz_mso(2)"}, "name": "xyz_mso", "size": "3", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "ucd": "pos.ephem;instr.obsty", "units": "Rma", "xmlid": "mex_xyz_mso"}, "name": "orbit mars", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MEX/ephemeris/mex-orb-mars", "start_date": "2003-12-22T18:09:05Z", "stop_date": "2023-07-24T22:36:45Z", "target": "Mars", "xmlid": "mex-orb-mars"}, "name": "Ephemeris", "xmlid": "MEX_ephemeris"}, "IMA": {"__spz_name__": "IMA", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MEX_ima", "att": "auto/MEX_ima", "desc": "MassSpectrometer", "is_public": "True", "mex_ima_bg": {"__spz_name__": "background", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mex-ima-bg", "att": "auto/mex-ima-bg", "dataSource": "IRF", "desc": "
Sampling: 192S
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Provider: David Brain", "is_public": "True", "lastModificationDate": "2012-03-06T21:46:16Z", "lastUpdate": "2012-03-06T21:46:17Z", "maxSampling": "2H", "measurement_type": "Irradiance", "mgs_euv_earth": {"__spz_name__": "flux_earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mgs_euv_earth", "dataset": "mgs-proxy-euv", "is_public": "True", "name": "flux_earth", "start_date": "1999-01-01T00:00:00Z", "stop_date": "2006-12-31T22:00:00Z", "units": "sfu", "xmlid": "mgs_euv_earth"}, "mgs_euv_mars": {"__spz_name__": "flux_mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mgs_euv_mars", "dataset": "mgs-proxy-euv", "is_public": "True", "name": "flux_mars", "start_date": "1999-01-01T00:00:00Z", "stop_date": "2006-12-31T22:00:00Z", "units": "sfu", "xmlid": "mgs_euv_mars"}, "name": "euv", "processing_level": "Calibrated", "sampling": "1H", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MGS/Proxy/mgs-proxy-euv", "start_date": "1999-01-01T00:00:00Z", "stop_date": "2006-12-31T22:00:00Z", "target": "Mars", "xmlid": "mgs-proxy-euv"}, "mgs_proxy_subsol": {"__spz_name__": "subsolar b strength", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mgs-proxy-subsol", "att": "auto/mgs-proxy-subsol", "dataSource": "David Brain", "desc": "
MinSampling: 1H; MaxSampling: 2H
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1996-11-07T17:00:00 - 2006-11-02T00:00:00
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Sampling: 0.00015S
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Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:28Z", "lastUpdate": "2024-10-07T05:31:21Z", "measurement_type": "ElectricField", "mms1_dce_err": {"__spz_name__": "e : error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_dce_err", "dataset": "mms1-edp-dce", "display_type": "timeseries", "is_public": "True", "mms1_dce_err0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_err(0)", "dataset": "mms1-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms1_dce_err", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_err(0)"}, "mms1_dce_err1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_err(1)", "dataset": "mms1-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms1_dce_err", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_err(1)"}, "mms1_dce_err2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_err(2)", "dataset": "mms1-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms1_dce_err", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_err(2)"}, "name": "e : error", "size": "3", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms1_dce_err"}, "mms1_dce_gse": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_dce_gse", "dataset": "mms1-edp-dce", "display_type": "timeseries", "is_public": "True", "mms1_dce_gse0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_gse(0)", "dataset": "mms1-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms1_dce_gse", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_gse(0)"}, "mms1_dce_gse1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_gse(1)", "dataset": "mms1-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms1_dce_gse", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_gse(1)"}, "mms1_dce_gse2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_gse(2)", "dataset": "mms1-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms1_dce_gse", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_gse(2)"}, "name": "e_gse", "size": "3", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms1_dce_gse"}, "mms1_dce_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_dce_gsm", "dataset": "mms1-edp-dce", "display_type": "timeseries", "is_public": "True", "mms1_dce_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_gsm(0)", "dataset": "mms1-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms1_dce_gsm", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_gsm(0)"}, "mms1_dce_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_gsm(1)", "dataset": "mms1-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms1_dce_gsm", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_gsm(1)"}, "mms1_dce_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_gsm(2)", "dataset": "mms1-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms1_dce_gsm", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_gsm(2)"}, "name": "e_gsm", "size": "3", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms1_dce_gsm"}, "mms1_dce_para": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_dce_para", "dataset": "mms1-edp-dce", "display_type": "timeseries", "is_public": "True", "mms1_dce_para0": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_para(0)", "dataset": "mms1-edp-dce", "index1": "0", "is_public": "True", "name": "e_para", "parameter": "mms1_dce_para", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_para(0)"}, "mms1_dce_para1": {"__spz_name__": "e_perp", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_dce_para(1)", "dataset": "mms1-edp-dce", "index1": "1", "is_public": "True", "name": "e_perp", "parameter": "mms1_dce_para", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_dce_para(1)"}, "name": "e_para", "size": "2", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms1_dce_para"}, "mms1_edp_dce_qual": {"__spz_name__": "dce : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_edp_dce_qual", "dataset": "mms1-edp-dce", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "dce : qual", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms1_edp_dce_qual"}, "name": "dc e-field", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS1/EDP/mms1-edp-dce", "start_date": "2015-09-01T09:51:44Z", "stop_date": "2024-08-14T23:59:59Z", "timeRestriction": "2024-08-08T23:59:59.999Z", "xmlid": "mms1-edp-dce"}, "mms1_edp_scpot": {"__spz_name__": "scpot", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms1-edp-scpot", "att": "auto/mms1-edp-scpot", "dataSource": "LASP", "desc": "sc potential / fast / l2
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:35Z", "lastUpdate": "2024-10-07T05:31:34Z", "measurement_type": "ElectricField", "mms1_edp_scpot": {"__spz_name__": "sc pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_edp_scpot", "dataset": "mms1-edp-scpot", "display_type": "timeseries", "is_public": "True", "name": "sc pot", "start_date": "2015-07-15T15:18:14Z", "stop_date": "2024-09-29T21:31:55Z", "units": "V", "xmlid": "mms1_edp_scpot"}, "mms1_edp_scpot_qual": {"__spz_name__": "sc pot : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_edp_scpot_qual", "dataset": "mms1-edp-scpot", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "sc pot : qual", "start_date": "2015-07-15T15:18:14Z", "stop_date": "2024-09-29T21:31:55Z", "xmlid": "mms1_edp_scpot_qual"}, "name": "scpot", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS1/EDP/mms1-edp-scpot", "start_date": "2015-07-15T15:18:14Z", "stop_date": "2024-09-29T21:31:55Z", "timeRestriction": "2024-08-08T23:59:59.999Z", "xmlid": "mms1-edp-scpot"}, "name": "fast", "xmlid": "mms1-edp-fast"}, "is_public": "True", "name": "EDP", "survey": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms1-edp-srvy", "is_public": "True", "mms1_edp_hfesp": {"__spz_name__": "e spectral density", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms1-edp-hfesp", "att": "auto/mms1-edp-hfesp", "dataSource": "LASP", "desc": "ac electric field spectral density / srvy / l2
Sampling: 16S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:06Z", "lastUpdate": "2024-10-07T05:31:04Z", "measurement_type": "ElectricField", "mms1_edp_espec": {"__spz_name__": "e spec dens", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_edp_espec", "dataset": "mms1-edp-hfesp", "display_type": "spectrogram", "is_public": "True", "name": "e spec dens", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-09-30T21:22:09Z", "units": "(V/m)\u00b2/Hz", "xmlid": "mms1_edp_espec"}, "name": "e spectral density", "processing_level": "Calibrated", "sampling": "16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS1/EDP/mms1-edp-hfesp", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-09-30T21:22:09Z", "timeRestriction": "2024-08-08T23:59:59.999Z", "xmlid": "mms1-edp-hfesp"}, "name": "survey", "xmlid": "mms1-edp-srvy"}, "xmlid": "MMS1_edp"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS1_ephemeris", "att": "auto/MMS1_ephemeris", "desc": "", "is_public": "True", "mms1_orb_t89d": {"__spz_name__": "orbit t89d", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms1-orb-t89d", "att": "auto/mms1-orb-t89d", "dataSource": "LANL", "desc": "
Sampling: 30S
Provider: LANL", "is_public": "True", "lastModificationDate": "2024-10-04T05:34:59Z", "lastUpdate": "2024-10-02T09:40:55Z", "measurement_type": "Ephemeris", "mms1_r": {"__spz_name__": "distance mms1-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_r", "dataset": "mms1-orb-t89d", "display_type": "timeseries", "is_public": "True", "name": "distance mms1-earth", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.distance;instr.obsty", "units": "Re", "xmlid": "mms1_r"}, "mms1_xyz_gse": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_xyz_gse", "dataset": "mms1-orb-t89d", "description": "Spacecraft position in GSE", "display_type": "timeseries", "is_public": "True", "mms1_xyz_gse0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_xyz_gse(0)", "dataset": "mms1-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms1_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms1_xyz_gse(0)"}, "mms1_xyz_gse1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_xyz_gse(1)", "dataset": "mms1-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms1_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms1_xyz_gse(1)"}, "mms1_xyz_gse2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_xyz_gse(2)", "dataset": "mms1-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms1_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms1_xyz_gse(2)"}, "name": "xyz_gse", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms1_xyz_gse"}, "mms1_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_xyz_gsm", "dataset": "mms1-orb-t89d", "description": "Spacecraft position in GSM", "display_type": "timeseries", "is_public": "True", "mms1_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_xyz_gsm(0)", "dataset": "mms1-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms1_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms1_xyz_gsm(0)"}, "mms1_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_xyz_gsm(1)", "dataset": "mms1-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms1_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms1_xyz_gsm(1)"}, "mms1_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_xyz_gsm(2)", "dataset": "mms1-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms1_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms1_xyz_gsm(2)"}, "name": "xyz_gsm", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms1_xyz_gsm"}, "name": "orbit t89d", "processing_level": "Calibrated", "sampling": "30S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS1/Ephemeris/mms1-orb-t89d", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "timeRestriction": "2024-08-08T23:59:59.999Z", "xmlid": "mms1-orb-t89d"}, "name": "Ephemeris", "xmlid": "MMS1_ephemeris"}, "FGM": {"__spz_name__": "FGM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS1_fgm", "att": "auto/MMS1_fgm", "desc": "Fluxgate Magnetometer
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Sampling: 0.01S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-04T05:45:26Z", "lastUpdate": "2024-08-13T11:25:35Z", "measurement_type": "MagneticField", "mms1_brst_bgse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_brst_bgse", "dataset": "mms1-fgm-brst", "display_type": "timeseries", "is_public": "True", "mms1_brst_bgse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_brst_bgse(0)", "dataset": "mms1-fgm-brst", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms1_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms1_brst_bgse(0)"}, "mms1_brst_bgse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_brst_bgse(1)", "dataset": "mms1-fgm-brst", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms1_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms1_brst_bgse(1)"}, "mms1_brst_bgse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_brst_bgse(2)", "dataset": "mms1-fgm-brst", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms1_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms1_brst_bgse(2)"}, "name": "b_gse", "size": "3", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms1_brst_bgse"}, "mms1_brst_bgsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_brst_bgsm", "dataset": "mms1-fgm-brst", "display_type": "timeseries", "is_public": "True", "mms1_brst_bgsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_brst_bgsm(0)", "dataset": "mms1-fgm-brst", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms1_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms1_brst_bgsm(0)"}, "mms1_brst_bgsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_brst_bgsm(1)", "dataset": "mms1-fgm-brst", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms1_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms1_brst_bgsm(1)"}, "mms1_brst_bgsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_brst_bgsm(2)", "dataset": "mms1-fgm-brst", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms1_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms1_brst_bgsm(2)"}, "name": "b_gsm", "size": "3", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms1_brst_bgsm"}, "mms1_brst_btot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_brst_btot", "dataset": "mms1-fgm-brst", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms1_brst_btot"}, "name": "burst", "processing_level": "Calibrated", "sampling": "0.01S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS1/FGM/mms1-fgm-brst", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "timeRestriction": "2024-08-08T23:59:59.999Z", "xmlid": "mms1-fgm-brst"}, "mms1_fgm_srvy": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms1-fgm-srvy", "att": "auto/mms1-fgm-srvy", "dataSource": "LASP", "desc": "survey
MinSampling: 0.0625S; MaxSampling: 0.125S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:32:35Z", "lastUpdate": "2024-10-07T05:32:32Z", "maxSampling": "0.125S", "measurement_type": "MagneticField", "mms1_b_gse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_b_gse", "dataset": "mms1-fgm-srvy", "display_type": "timeseries", "is_public": "True", "mms1_b_gse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_b_gse(0)", "dataset": "mms1-fgm-srvy", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms1_b_gse", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "xmlid": "mms1_b_gse(0)"}, "mms1_b_gse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_b_gse(1)", "dataset": "mms1-fgm-srvy", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms1_b_gse", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "xmlid": "mms1_b_gse(1)"}, "mms1_b_gse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_b_gse(2)", "dataset": "mms1-fgm-srvy", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms1_b_gse", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "xmlid": "mms1_b_gse(2)"}, "name": "b_gse", "size": "3", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "units": "nT", "xmlid": "mms1_b_gse"}, "mms1_b_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_b_gsm", "dataset": "mms1-fgm-srvy", "display_type": "timeseries", "is_public": "True", "mms1_b_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_b_gsm(0)", "dataset": "mms1-fgm-srvy", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms1_b_gsm", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "xmlid": "mms1_b_gsm(0)"}, "mms1_b_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_b_gsm(1)", "dataset": "mms1-fgm-srvy", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms1_b_gsm", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "xmlid": "mms1_b_gsm(1)"}, "mms1_b_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms1_b_gsm(2)", "dataset": "mms1-fgm-srvy", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms1_b_gsm", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "xmlid": "mms1_b_gsm(2)"}, "name": "b_gsm", "size": "3", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "units": "nT", "xmlid": "mms1_b_gsm"}, "mms1_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_b_tot", "dataset": "mms1-fgm-srvy", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "units": "nT", "xmlid": "mms1_b_tot"}, "mms1_pres_m": {"__spz_name__": "pressure_b", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms1_pres_m", "dataset": "mms1-fgm-srvy", "display_type": "timeseries", "is_public": "True", "name": "pressure_b", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "units": "nPa", "xmlid": "mms1_pres_m"}, "name": "survey", "processing_level": "Calibrated", "sampling": "0.0625S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS1/FGM/mms1-fgm-srvy", "start_date": "2015-09-01T00:00:12Z", "stop_date": "2024-09-02T00:00:04Z", "timeRestriction": "2024-08-08T23:59:59.999Z", "xmlid": "mms1-fgm-srvy"}, "name": "FGM", "xmlid": "MMS1_fgm"}, "FPI": {"__spz_name__": "FPI", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS1_fpi", "att": "auto/MMS1_fpi", "burst_mode": {"__spz_name__": "burst mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms1-fpi-brst", "is_public": "True", "mms1_fpi_brst_current": {"PriorID": "mms1-fpi-brst.desm", "__spz_name__": "electric current", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms1-fpi-brst.current", "att": "auto/mms1-fpi-brst.current", "dataSource": "LASP", "desc": "electric current : burst mode
Sampling: 0.03S
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Sampling: 0.03S
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Sampling: 4.5S
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"mms2_dce_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_dce_gsm", "dataset": "mms2-edp-dce", "display_type": "timeseries", "is_public": "True", "mms2_dce_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_dce_gsm(0)", "dataset": "mms2-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms2_dce_gsm", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2_dce_gsm(0)"}, "mms2_dce_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_dce_gsm(1)", "dataset": "mms2-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms2_dce_gsm", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2_dce_gsm(1)"}, "mms2_dce_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_dce_gsm(2)", "dataset": "mms2-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms2_dce_gsm", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2_dce_gsm(2)"}, "name": "e_gsm", "size": "3", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms2_dce_gsm"}, "mms2_dce_para": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_dce_para", "dataset": "mms2-edp-dce", "display_type": "timeseries", "is_public": "True", "mms2_dce_para0": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_dce_para(0)", "dataset": "mms2-edp-dce", "index1": "0", "is_public": "True", "name": "e_para", "parameter": "mms2_dce_para", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2_dce_para(0)"}, "mms2_dce_para1": {"__spz_name__": "e_perp", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_dce_para(1)", "dataset": "mms2-edp-dce", "index1": "1", "is_public": "True", "name": "e_perp", "parameter": "mms2_dce_para", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2_dce_para(1)"}, "name": "e_para", "size": "2", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms2_dce_para"}, "mms2_edp_dce_qual": {"__spz_name__": "dce : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_edp_dce_qual", "dataset": "mms2-edp-dce", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "dce : qual", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2_edp_dce_qual"}, "name": "dc e-field", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS2/EDP/mms2-edp-dce", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms2-edp-dce"}, "mms2_edp_scpot": {"__spz_name__": "scpot", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms2-edp-scpot", "att": "auto/mms2-edp-scpot", "dataSource": "LASP", "desc": "sc potential / fast / l2
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:44Z", "lastUpdate": "2024-10-07T05:31:42Z", "measurement_type": "ElectricField", "mms2_edp_scpot": {"__spz_name__": "sc pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_edp_scpot", "dataset": "mms2-edp-scpot", "display_type": "timeseries", "is_public": "True", "name": "sc pot", "start_date": "2015-06-22T17:52:58Z", "stop_date": "2024-09-29T21:48:56Z", "units": "V", "xmlid": "mms2_edp_scpot"}, "mms2_edp_scpot_qual": {"__spz_name__": "sc pot : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_edp_scpot_qual", "dataset": "mms2-edp-scpot", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "sc pot : qual", "start_date": "2015-06-22T17:52:58Z", "stop_date": "2024-09-29T21:48:56Z", "xmlid": "mms2_edp_scpot_qual"}, "name": "scpot", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS2/EDP/mms2-edp-scpot", "start_date": "2015-06-22T17:52:58Z", "stop_date": "2024-09-29T21:48:56Z", "xmlid": "mms2-edp-scpot"}, "name": "fast", "xmlid": "mms2-edp-fast"}, "is_public": "True", "name": "EDP", "survey": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms2-edp-srvy", "is_public": "True", "mms2_edp_hfesp": {"__spz_name__": "e spectral density", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms2-edp-hfesp", "att": "auto/mms2-edp-hfesp", "dataSource": "LASP", "desc": "ac electric field spectral density / srvy / l2
Sampling: 16S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:37Z", "lastUpdate": "2024-10-07T05:31:36Z", "measurement_type": "ElectricField", "mms2_edp_espec": {"__spz_name__": "e spec dens", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_edp_espec", "dataset": "mms2-edp-hfesp", "display_type": "spectrogram", "is_public": "True", "name": "e spec dens", "start_date": "2015-09-01T00:00:14Z", "stop_date": "2024-09-30T05:26:42Z", "units": "(V/m)\u00b2/Hz", "xmlid": "mms2_edp_espec"}, "name": "e spectral density", "processing_level": "Calibrated", "sampling": "16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS2/EDP/mms2-edp-hfesp", "start_date": "2015-09-01T00:00:14Z", "stop_date": "2024-09-30T05:26:42Z", "xmlid": "mms2-edp-hfesp"}, "name": "survey", "xmlid": "mms2-edp-srvy"}, "xmlid": "MMS2_edp"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS2_ephemeris", "att": "auto/MMS2_ephemeris", "desc": "", "is_public": "True", "mms2_orb_t89d": {"__spz_name__": "orbit t89d", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms2-orb-t89d", "att": "auto/mms2-orb-t89d", "dataSource": "LANL", "desc": "
Sampling: 30S
Provider: LANL", "is_public": "True", "lastModificationDate": "2024-10-07T05:33:33Z", "lastUpdate": "2024-10-07T05:33:32Z", "measurement_type": "Ephemeris", "mms2_r": {"__spz_name__": "distance mms2-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_r", "dataset": "mms2-orb-t89d", "display_type": "timeseries", "is_public": "True", "name": "distance mms2-earth", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.distance;instr.obsty", "units": "Re", "xmlid": "mms2_r"}, "mms2_xyz_gse": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_xyz_gse", "dataset": "mms2-orb-t89d", "description": "Spacecraft position in GSE", "display_type": "timeseries", "is_public": "True", "mms2_xyz_gse0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_xyz_gse(0)", "dataset": "mms2-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms2_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2_xyz_gse(0)"}, "mms2_xyz_gse1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_xyz_gse(1)", "dataset": "mms2-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms2_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2_xyz_gse(1)"}, "mms2_xyz_gse2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_xyz_gse(2)", "dataset": "mms2-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms2_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2_xyz_gse(2)"}, "name": "xyz_gse", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms2_xyz_gse"}, "mms2_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_xyz_gsm", "dataset": "mms2-orb-t89d", "description": "Spacecraft position in GSM", "display_type": "timeseries", "is_public": "True", "mms2_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_xyz_gsm(0)", "dataset": "mms2-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms2_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2_xyz_gsm(0)"}, "mms2_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_xyz_gsm(1)", "dataset": "mms2-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms2_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2_xyz_gsm(1)"}, "mms2_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_xyz_gsm(2)", "dataset": "mms2-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms2_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2_xyz_gsm(2)"}, "name": "xyz_gsm", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms2_xyz_gsm"}, "name": "orbit t89d", "processing_level": "Calibrated", "sampling": "30S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS2/Ephemeris/mms2-orb-t89d", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms2-orb-t89d"}, "name": "Ephemeris", "xmlid": "MMS2_ephemeris"}, "FGM": {"__spz_name__": "FGM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS2_fgm", "att": "auto/MMS2_fgm", "desc": "Fluxgate Magnetometer
Magnetometer", "is_public": "True", "mms2_fgm_brst": {"__spz_name__": "burst", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms2-fgm-brst", "att": "auto/mms2-fgm-brst", "dataSource": "LASP", "desc": "burst
Sampling: 0.01S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-04T05:49:35Z", "lastUpdate": "2024-08-13T11:54:33Z", "measurement_type": "MagneticField", "mms2_brst_bgse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_brst_bgse", "dataset": "mms2-fgm-brst", "display_type": "timeseries", "is_public": "True", "mms2_brst_bgse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_brst_bgse(0)", "dataset": "mms2-fgm-brst", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms2_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2_brst_bgse(0)"}, "mms2_brst_bgse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_brst_bgse(1)", "dataset": "mms2-fgm-brst", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms2_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2_brst_bgse(1)"}, "mms2_brst_bgse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_brst_bgse(2)", "dataset": "mms2-fgm-brst", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms2_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2_brst_bgse(2)"}, "name": "b_gse", "size": "3", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms2_brst_bgse"}, "mms2_brst_bgsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_brst_bgsm", "dataset": "mms2-fgm-brst", "display_type": "timeseries", "is_public": "True", "mms2_brst_bgsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_brst_bgsm(0)", "dataset": "mms2-fgm-brst", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms2_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2_brst_bgsm(0)"}, "mms2_brst_bgsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_brst_bgsm(1)", "dataset": "mms2-fgm-brst", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms2_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2_brst_bgsm(1)"}, "mms2_brst_bgsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms2_brst_bgsm(2)", "dataset": "mms2-fgm-brst", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms2_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2_brst_bgsm(2)"}, "name": "b_gsm", "size": "3", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms2_brst_bgsm"}, "mms2_brst_btot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms2_brst_btot", "dataset": "mms2-fgm-brst", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms2_brst_btot"}, "name": "burst", "processing_level": "Calibrated", "sampling": "0.01S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS2/FGM/mms2-fgm-brst", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms2-fgm-brst"}, "mms2_fgm_srvy": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms2-fgm-srvy", "att": "auto/mms2-fgm-srvy", "dataSource": "LASP", "desc": "survey
MinSampling: 0.0625S; MaxSampling: 0.125S
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Sampling: 0.03S
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DoubleSphere", "fast": {"__spz_name__": "fast", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms3-edp-fast", "is_public": "True", "mms3_edp_dce": {"__spz_name__": "dc e-field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-edp-dce", "att": "auto/mms3-edp-dce", "dataSource": "LASP", "desc": "dc electric field / fast / l2
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:58Z", "lastUpdate": "2024-10-07T05:31:54Z", "measurement_type": "ElectricField", "mms3_dce_err": {"__spz_name__": "e : error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_dce_err", "dataset": "mms3-edp-dce", "display_type": "timeseries", "is_public": "True", "mms3_dce_err0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_err(0)", "dataset": "mms3-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms3_dce_err", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_err(0)"}, "mms3_dce_err1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_err(1)", "dataset": "mms3-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms3_dce_err", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_err(1)"}, "mms3_dce_err2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_err(2)", "dataset": "mms3-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms3_dce_err", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_err(2)"}, "name": "e : error", "size": "3", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms3_dce_err"}, "mms3_dce_gse": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_dce_gse", "dataset": "mms3-edp-dce", "display_type": "timeseries", "is_public": "True", "mms3_dce_gse0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_gse(0)", "dataset": "mms3-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms3_dce_gse", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_gse(0)"}, "mms3_dce_gse1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_gse(1)", "dataset": "mms3-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms3_dce_gse", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_gse(1)"}, "mms3_dce_gse2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_gse(2)", "dataset": "mms3-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms3_dce_gse", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_gse(2)"}, "name": "e_gse", "size": "3", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms3_dce_gse"}, "mms3_dce_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_dce_gsm", "dataset": "mms3-edp-dce", "display_type": "timeseries", "is_public": "True", "mms3_dce_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_gsm(0)", "dataset": "mms3-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms3_dce_gsm", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_gsm(0)"}, "mms3_dce_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_gsm(1)", "dataset": "mms3-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms3_dce_gsm", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_gsm(1)"}, "mms3_dce_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_gsm(2)", "dataset": "mms3-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms3_dce_gsm", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_gsm(2)"}, "name": "e_gsm", "size": "3", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms3_dce_gsm"}, "mms3_dce_para": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_dce_para", "dataset": "mms3-edp-dce", "display_type": "timeseries", "is_public": "True", "mms3_dce_para0": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_para(0)", "dataset": "mms3-edp-dce", "index1": "0", "is_public": "True", "name": "e_para", "parameter": "mms3_dce_para", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_para(0)"}, "mms3_dce_para1": {"__spz_name__": "e_perp", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_dce_para(1)", "dataset": "mms3-edp-dce", "index1": "1", "is_public": "True", "name": "e_perp", "parameter": "mms3_dce_para", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_dce_para(1)"}, "name": "e_para", "size": "2", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms3_dce_para"}, "mms3_edp_dce_qual": {"__spz_name__": "dce : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_edp_dce_qual", "dataset": "mms3-edp-dce", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "dce : qual", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3_edp_dce_qual"}, "name": "dc e-field", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/EDP/mms3-edp-dce", "start_date": "2015-09-01T00:00:10Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms3-edp-dce"}, "mms3_edp_scpot": {"__spz_name__": "scpot", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-edp-scpot", "att": "auto/mms3-edp-scpot", "dataSource": "LASP", "desc": "sc potential / fast / l2
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:32:05Z", "lastUpdate": "2024-10-07T05:32:03Z", "measurement_type": "ElectricField", "mms3_edp_scpot": {"__spz_name__": "sc pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_edp_scpot", "dataset": "mms3-edp-scpot", "display_type": "timeseries", "is_public": "True", "name": "sc pot", "start_date": "2015-06-22T17:53:58Z", "stop_date": "2024-09-29T21:46:43Z", "units": "V", "xmlid": "mms3_edp_scpot"}, "mms3_edp_scpot_qual": {"__spz_name__": "sc pot : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_edp_scpot_qual", "dataset": "mms3-edp-scpot", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "sc pot : qual", "start_date": "2015-06-22T17:53:58Z", "stop_date": "2024-09-29T21:46:43Z", "xmlid": "mms3_edp_scpot_qual"}, "name": "scpot", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/EDP/mms3-edp-scpot", "start_date": "2015-06-22T17:53:58Z", "stop_date": "2024-09-29T21:46:43Z", "xmlid": "mms3-edp-scpot"}, "name": "fast", "xmlid": "mms3-edp-fast"}, "is_public": "True", "name": "EDP", "survey": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms3-edp-srvy", "is_public": "True", "mms3_edp_hfesp": {"__spz_name__": "e spectral density", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-edp-hfesp", "att": "auto/mms3-edp-hfesp", "dataSource": "LASP", "desc": "ac electric field spectral density / srvy / l2
Sampling: 16S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:31:45Z", "lastUpdate": "2024-10-07T05:31:44Z", "measurement_type": "ElectricField", "mms3_edp_espec": {"__spz_name__": "e spec dens", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_edp_espec", "dataset": "mms3-edp-hfesp", "display_type": "spectrogram", "is_public": "True", "name": "e spec dens", "start_date": "2015-09-01T00:00:14Z", "stop_date": "2024-09-30T07:21:39Z", "units": "(V/m)\u00b2/Hz", "xmlid": "mms3_edp_espec"}, "name": "e spectral density", "processing_level": "Calibrated", "sampling": "16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/EDP/mms3-edp-hfesp", "start_date": "2015-09-01T00:00:14Z", "stop_date": "2024-09-30T07:21:39Z", "xmlid": "mms3-edp-hfesp"}, "name": "survey", "xmlid": "mms3-edp-srvy"}, "xmlid": "MMS3_edp"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS3_ephemeris", "att": "auto/MMS3_ephemeris", "desc": "", "is_public": "True", "mms3_orb_t89d": {"__spz_name__": "orbit t89d", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-orb-t89d", "att": "auto/mms3-orb-t89d", "dataSource": "LANL", "desc": "
Sampling: 30S
Provider: LANL", "is_public": "True", "lastModificationDate": "2024-10-07T05:33:33Z", "lastUpdate": "2024-10-07T05:33:33Z", "measurement_type": "Ephemeris", "mms3_r": {"__spz_name__": "distance mms3-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_r", "dataset": "mms3-orb-t89d", "display_type": "timeseries", "is_public": "True", "name": "distance mms3-earth", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.distance;instr.obsty", "units": "Re", "xmlid": "mms3_r"}, "mms3_xyz_gse": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_xyz_gse", "dataset": "mms3-orb-t89d", "description": "Spacecraft position in GSE", "display_type": "timeseries", "is_public": "True", "mms3_xyz_gse0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_xyz_gse(0)", "dataset": "mms3-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms3_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3_xyz_gse(0)"}, "mms3_xyz_gse1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_xyz_gse(1)", "dataset": "mms3-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms3_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3_xyz_gse(1)"}, "mms3_xyz_gse2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_xyz_gse(2)", "dataset": "mms3-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms3_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3_xyz_gse(2)"}, "name": "xyz_gse", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms3_xyz_gse"}, "mms3_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_xyz_gsm", "dataset": "mms3-orb-t89d", "description": "Spacecraft position in GSM", "display_type": "timeseries", "is_public": "True", "mms3_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_xyz_gsm(0)", "dataset": "mms3-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms3_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3_xyz_gsm(0)"}, "mms3_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_xyz_gsm(1)", "dataset": "mms3-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms3_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3_xyz_gsm(1)"}, "mms3_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_xyz_gsm(2)", "dataset": "mms3-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms3_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3_xyz_gsm(2)"}, "name": "xyz_gsm", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms3_xyz_gsm"}, "name": "orbit t89d", "processing_level": "Calibrated", "sampling": "30S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/Ephemeris/mms3-orb-t89d", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms3-orb-t89d"}, "name": "Ephemeris", "xmlid": "MMS3_ephemeris"}, "FGM": {"__spz_name__": "FGM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS3_fgm", "att": "auto/MMS3_fgm", "desc": "Fluxgate Magnetometer
Magnetometer", "is_public": "True", "mms3_fgm_brst": {"__spz_name__": "burst", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-fgm-brst", "att": "auto/mms3-fgm-brst", "dataSource": "LASP", "desc": "burst
Sampling: 0.01S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-04T05:53:35Z", "lastUpdate": "2024-08-13T12:23:51Z", "measurement_type": "MagneticField", "mms3_brst_bgse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_brst_bgse", "dataset": "mms3-fgm-brst", "display_type": "timeseries", "is_public": "True", "mms3_brst_bgse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_bgse(0)", "dataset": "mms3-fgm-brst", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms3_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3_brst_bgse(0)"}, "mms3_brst_bgse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_bgse(1)", "dataset": "mms3-fgm-brst", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms3_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3_brst_bgse(1)"}, "mms3_brst_bgse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_bgse(2)", "dataset": "mms3-fgm-brst", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms3_brst_bgse", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3_brst_bgse(2)"}, "name": "b_gse", "size": "3", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms3_brst_bgse"}, "mms3_brst_bgsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_brst_bgsm", "dataset": "mms3-fgm-brst", "display_type": "timeseries", "is_public": "True", "mms3_brst_bgsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_bgsm(0)", "dataset": "mms3-fgm-brst", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms3_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3_brst_bgsm(0)"}, "mms3_brst_bgsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_bgsm(1)", "dataset": "mms3-fgm-brst", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms3_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3_brst_bgsm(1)"}, "mms3_brst_bgsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_bgsm(2)", "dataset": "mms3-fgm-brst", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms3_brst_bgsm", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3_brst_bgsm(2)"}, "name": "b_gsm", "size": "3", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms3_brst_bgsm"}, "mms3_brst_btot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_brst_btot", "dataset": "mms3-fgm-brst", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "units": "nT", "xmlid": "mms3_brst_btot"}, "name": "burst", "processing_level": "Calibrated", "sampling": "0.01S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/FGM/mms3-fgm-brst", "start_date": "2015-09-01T12:11:14Z", "stop_date": "2024-06-30T17:58:32Z", "xmlid": "mms3-fgm-brst"}, "mms3_fgm_srvy": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-fgm-srvy", "att": "auto/mms3-fgm-srvy", "dataSource": "LASP", "desc": "survey
MinSampling: 0.0625S; MaxSampling: 0.125S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:32:59Z", "lastUpdate": "2024-10-07T05:32:56Z", "maxSampling": "0.125S", "measurement_type": "MagneticField", "mms3_b_gse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_b_gse", "dataset": "mms3-fgm-srvy", "display_type": "timeseries", "is_public": "True", "mms3_b_gse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_b_gse(0)", "dataset": "mms3-fgm-srvy", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms3_b_gse", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3_b_gse(0)"}, "mms3_b_gse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_b_gse(1)", "dataset": "mms3-fgm-srvy", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms3_b_gse", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3_b_gse(1)"}, "mms3_b_gse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_b_gse(2)", "dataset": "mms3-fgm-srvy", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms3_b_gse", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3_b_gse(2)"}, "name": "b_gse", "size": "3", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "units": "nT", "xmlid": "mms3_b_gse"}, "mms3_b_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_b_gsm", "dataset": "mms3-fgm-srvy", "display_type": "timeseries", "is_public": "True", "mms3_b_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_b_gsm(0)", "dataset": "mms3-fgm-srvy", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms3_b_gsm", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3_b_gsm(0)"}, "mms3_b_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_b_gsm(1)", "dataset": "mms3-fgm-srvy", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms3_b_gsm", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3_b_gsm(1)"}, "mms3_b_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_b_gsm(2)", "dataset": "mms3-fgm-srvy", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms3_b_gsm", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3_b_gsm(2)"}, "name": "b_gsm", "size": "3", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "units": "nT", "xmlid": "mms3_b_gsm"}, "mms3_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_b_tot", "dataset": "mms3-fgm-srvy", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "units": "nT", "xmlid": "mms3_b_tot"}, "mms3_pres_m": {"__spz_name__": "pressure_b", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_pres_m", "dataset": "mms3-fgm-srvy", "display_type": "timeseries", "is_public": "True", "name": "pressure_b", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "units": "nPa", "xmlid": "mms3_pres_m"}, "name": "survey", "processing_level": "Calibrated", "sampling": "0.0625S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/FGM/mms3-fgm-srvy", "start_date": "2015-09-01T00:00:06Z", "stop_date": "2024-09-02T00:00:01Z", "xmlid": "mms3-fgm-srvy"}, "name": "FGM", "xmlid": "MMS3_fgm"}, "FPI": {"__spz_name__": "FPI", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS3_fpi", "att": "auto/MMS3_fpi", "burst_mode": {"__spz_name__": "burst mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms3-fpi-brst", "is_public": "True", "mms3_fpi_brst_current": {"PriorID": "mms3-fpi-brst.desm", "__spz_name__": "electric current", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-fpi-brst.current", "att": "auto/mms3-fpi-brst.current", "dataSource": "LASP", "desc": "electric current : burst mode
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-04T06:05:41Z", "lastUpdate": "2024-10-02T11:31:33Z", "measurement_type": "ThermalPlasma", "mms3_brst_jgse": {"__spz_name__": "j_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms3_brst_jgse", "dataset": "mms3-fpi-brst.current", "description": "Electric current = 1.6e-10*(mms3_brst_desm_n+mms3_brst_dism_n)*0.5*(mms3_brst_dism_v-mms3_brst_desm_v)", "display_type": "timeseries", "is_public": "True", "mms3_brst_jgse0": {"__spz_name__": "jx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_jgse(0)", "dataset": "mms3-fpi-brst.current", "index1": "0", "is_public": "True", "name": "jx", "parameter": "mms3_brst_jgse", "start_date": "2015-05-06T00:00:00Z", "stop_date": "2024-06-30T23:00:22Z", "xmlid": "mms3_brst_jgse(0)"}, "mms3_brst_jgse1": {"__spz_name__": "jy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_jgse(1)", "dataset": "mms3-fpi-brst.current", "index1": "1", "is_public": "True", "name": "jy", "parameter": "mms3_brst_jgse", "start_date": "2015-05-06T00:00:00Z", "stop_date": "2024-06-30T23:00:22Z", "xmlid": "mms3_brst_jgse(1)"}, "mms3_brst_jgse2": {"__spz_name__": "jz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms3_brst_jgse(2)", "dataset": "mms3-fpi-brst.current", "index1": "2", "is_public": "True", "name": "jz", "parameter": "mms3_brst_jgse", "start_date": "2015-05-06T00:00:00Z", "stop_date": "2024-06-30T23:00:22Z", "xmlid": "mms3_brst_jgse(2)"}, "name": "j_gse", "size": "3", "start_date": "2015-05-06T00:00:00Z", "stop_date": "2024-06-30T23:00:22Z", "units": "A/m\u00b2", "xmlid": "mms3_brst_jgse"}, "name": "electric current", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS3/FPI/mms3-fpi-brst.current", "start_date": "2015-05-06T00:00:00Z", "stop_date": "2024-06-30T23:00:22Z", "xmlid": "mms3-fpi-brst.current"}, "mms3_fpi_brst_desm": {"__spz_name__": "DES : electrons", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms3-fpi-brst.desm", "att": "auto/mms3-fpi-brst.desm", "dataSource": "LASP", "desc": "Dual Electron Spectrometers : burst mode
Sampling: 0.03S
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DoubleSphere", "fast": {"__spz_name__": "fast", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms4-edp-fast", "is_public": "True", "mms4_edp_dce": {"__spz_name__": "dc e-field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms4-edp-dce", "att": "auto/mms4-edp-dce", "dataSource": "LASP", "desc": "dc electric field / fast / l2
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:32:16Z", "lastUpdate": "2024-10-07T05:32:16Z", "measurement_type": "ElectricField", "mms4_dce_err": {"__spz_name__": "e : error", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_dce_err", "dataset": "mms4-edp-dce", "display_type": "timeseries", "is_public": "True", "mms4_dce_err0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_err(0)", "dataset": "mms4-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms4_dce_err", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_err(0)"}, "mms4_dce_err1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_err(1)", "dataset": "mms4-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms4_dce_err", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_err(1)"}, "mms4_dce_err2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_err(2)", "dataset": "mms4-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms4_dce_err", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_err(2)"}, "name": "e : error", "size": "3", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms4_dce_err"}, "mms4_dce_gse": {"__spz_name__": "e_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_dce_gse", "dataset": "mms4-edp-dce", "display_type": "timeseries", "is_public": "True", "mms4_dce_gse0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_gse(0)", "dataset": "mms4-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms4_dce_gse", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_gse(0)"}, "mms4_dce_gse1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_gse(1)", "dataset": "mms4-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms4_dce_gse", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_gse(1)"}, "mms4_dce_gse2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_gse(2)", "dataset": "mms4-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms4_dce_gse", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_gse(2)"}, "name": "e_gse", "size": "3", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms4_dce_gse"}, "mms4_dce_gsm": {"__spz_name__": "e_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_dce_gsm", "dataset": "mms4-edp-dce", "display_type": "timeseries", "is_public": "True", "mms4_dce_gsm0": {"__spz_name__": "ex", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_gsm(0)", "dataset": "mms4-edp-dce", "index1": "0", "is_public": "True", "name": "ex", "parameter": "mms4_dce_gsm", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_gsm(0)"}, "mms4_dce_gsm1": {"__spz_name__": "ey", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_gsm(1)", "dataset": "mms4-edp-dce", "index1": "1", "is_public": "True", "name": "ey", "parameter": "mms4_dce_gsm", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_gsm(1)"}, "mms4_dce_gsm2": {"__spz_name__": "ez", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_gsm(2)", "dataset": "mms4-edp-dce", "index1": "2", "is_public": "True", "name": "ez", "parameter": "mms4_dce_gsm", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_gsm(2)"}, "name": "e_gsm", "size": "3", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms4_dce_gsm"}, "mms4_dce_para": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_dce_para", "dataset": "mms4-edp-dce", "display_type": "timeseries", "is_public": "True", "mms4_dce_para0": {"__spz_name__": "e_para", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_para(0)", "dataset": "mms4-edp-dce", "index1": "0", "is_public": "True", "name": "e_para", "parameter": "mms4_dce_para", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_para(0)"}, "mms4_dce_para1": {"__spz_name__": "e_perp", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_dce_para(1)", "dataset": "mms4-edp-dce", "index1": "1", "is_public": "True", "name": "e_perp", "parameter": "mms4_dce_para", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_dce_para(1)"}, "name": "e_para", "size": "2", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "units": "mV/m", "xmlid": "mms4_dce_para"}, "mms4_edp_dce_qual": {"__spz_name__": "dce : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_edp_dce_qual", "dataset": "mms4-edp-dce", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "dce : qual", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4_edp_dce_qual"}, "name": "dc e-field", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS4/EDP/mms4-edp-dce", "start_date": "2015-09-01T00:00:11Z", "stop_date": "2024-08-14T23:59:59Z", "xmlid": "mms4-edp-dce"}, "mms4_edp_scpot": {"__spz_name__": "scpot", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms4-edp-scpot", "att": "auto/mms4-edp-scpot", "dataSource": "LASP", "desc": "sc potential / fast / l2
Sampling: 0.03S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:32:23Z", "lastUpdate": "2024-10-07T05:32:22Z", "measurement_type": "ElectricField", "mms4_edp_scpot": {"__spz_name__": "sc pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_edp_scpot", "dataset": "mms4-edp-scpot", "display_type": "timeseries", "is_public": "True", "name": "sc pot", "start_date": "2015-07-28T13:51:37Z", "stop_date": "2024-09-30T00:04:19Z", "units": "V", "xmlid": "mms4_edp_scpot"}, "mms4_edp_scpot_qual": {"__spz_name__": "sc pot : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_edp_scpot_qual", "dataset": "mms4-edp-scpot", "description": "Quality indicator (3 good), (2 ok data, use with some caution), (1 bad data, use with caution), (0 Really bad data or no data at all)", "display_type": "timeseries", "is_public": "True", "name": "sc pot : qual", "start_date": "2015-07-28T13:51:37Z", "stop_date": "2024-09-30T00:04:19Z", "xmlid": "mms4_edp_scpot_qual"}, "name": "scpot", "processing_level": "Calibrated", "sampling": "0.03S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS4/EDP/mms4-edp-scpot", "start_date": "2015-07-28T13:51:37Z", "stop_date": "2024-09-30T00:04:19Z", "xmlid": "mms4-edp-scpot"}, "name": "fast", "xmlid": "mms4-edp-fast"}, "is_public": "True", "name": "EDP", "survey": {"__spz_name__": "survey", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms4-edp-srvy", "is_public": "True", "mms4_edp_hfesp": {"__spz_name__": "e spectral density", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms4-edp-hfesp", "att": "auto/mms4-edp-hfesp", "dataSource": "LASP", "desc": "ac electric field spectral density / srvy / l2
Sampling: 16S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:32:06Z", "lastUpdate": "2024-10-07T05:32:05Z", "measurement_type": "ElectricField", "mms4_edp_espec": {"__spz_name__": "e spec dens", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_edp_espec", "dataset": "mms4-edp-hfesp", "display_type": "spectrogram", "is_public": "True", "name": "e spec dens", "start_date": "2015-09-01T00:00:09Z", "stop_date": "2024-09-30T10:26:51Z", "units": "(V/m)\u00b2/Hz", "xmlid": "mms4_edp_espec"}, "name": "e spectral density", "processing_level": "Calibrated", "sampling": "16S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS4/EDP/mms4-edp-hfesp", "start_date": "2015-09-01T00:00:09Z", "stop_date": "2024-09-30T10:26:51Z", "xmlid": "mms4-edp-hfesp"}, "name": "survey", "xmlid": "mms4-edp-srvy"}, "xmlid": "MMS4_edp"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS4_ephemeris", "att": "auto/MMS4_ephemeris", "desc": "", "is_public": "True", "mms4_orb_t89d": {"__spz_name__": "orbit t89d", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms4-orb-t89d", "att": "auto/mms4-orb-t89d", "dataSource": "LANL", "desc": "
Sampling: 30S
Provider: LANL", "is_public": "True", "lastModificationDate": "2024-10-07T05:33:33Z", "lastUpdate": "2024-10-07T05:33:33Z", "measurement_type": "Ephemeris", "mms4_r": {"__spz_name__": "distance mms4-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_r", "dataset": "mms4-orb-t89d", "display_type": "timeseries", "is_public": "True", "name": "distance mms4-earth", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.distance;instr.obsty", "units": "Re", "xmlid": "mms4_r"}, "mms4_xyz_gse": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_xyz_gse", "dataset": "mms4-orb-t89d", "description": "Spacecraft position in GSE", "display_type": "timeseries", "is_public": "True", "mms4_xyz_gse0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_xyz_gse(0)", "dataset": "mms4-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms4_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4_xyz_gse(0)"}, "mms4_xyz_gse1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_xyz_gse(1)", "dataset": "mms4-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms4_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4_xyz_gse(1)"}, "mms4_xyz_gse2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_xyz_gse(2)", "dataset": "mms4-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms4_xyz_gse", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4_xyz_gse(2)"}, "name": "xyz_gse", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms4_xyz_gse"}, "mms4_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_xyz_gsm", "dataset": "mms4-orb-t89d", "description": "Spacecraft position in GSM", "display_type": "timeseries", "is_public": "True", "mms4_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_xyz_gsm(0)", "dataset": "mms4-orb-t89d", "index1": "0", "is_public": "True", "name": "x", "parameter": "mms4_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4_xyz_gsm(0)"}, "mms4_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_xyz_gsm(1)", "dataset": "mms4-orb-t89d", "index1": "1", "is_public": "True", "name": "y", "parameter": "mms4_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4_xyz_gsm(1)"}, "mms4_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_xyz_gsm(2)", "dataset": "mms4-orb-t89d", "index1": "2", "is_public": "True", "name": "z", "parameter": "mms4_xyz_gsm", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4_xyz_gsm(2)"}, "name": "xyz_gsm", "size": "3", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "mms4_xyz_gsm"}, "name": "orbit t89d", "processing_level": "Calibrated", "sampling": "30S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS4/Ephemeris/mms4-orb-t89d", "start_date": "2015-03-13T00:00:00Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "mms4-orb-t89d"}, "name": "Ephemeris", "xmlid": "MMS4_ephemeris"}, "FGM": {"__spz_name__": "FGM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS4_fgm", "att": "auto/MMS4_fgm", "desc": "Fluxgate Magnetometer
Magnetometer", "is_public": "True", "mms4_fgm_brst": {"__spz_name__": "burst", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms4-fgm-brst", "att": "auto/mms4-fgm-brst", "dataSource": "LASP", "desc": "burst
Sampling: 0.01S
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MinSampling: 0.0625S; MaxSampling: 0.125S
Provider: LASP", "is_public": "True", "lastModificationDate": "2024-10-07T05:33:22Z", "lastUpdate": "2024-10-07T05:33:19Z", "maxSampling": "0.125S", "measurement_type": "MagneticField", "mms4_b_gse": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_b_gse", "dataset": "mms4-fgm-srvy", "display_type": "timeseries", "is_public": "True", "mms4_b_gse0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_b_gse(0)", "dataset": "mms4-fgm-srvy", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms4_b_gse", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4_b_gse(0)"}, "mms4_b_gse1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_b_gse(1)", "dataset": "mms4-fgm-srvy", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms4_b_gse", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4_b_gse(1)"}, "mms4_b_gse2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_b_gse(2)", "dataset": "mms4-fgm-srvy", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms4_b_gse", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4_b_gse(2)"}, "name": "b_gse", "size": "3", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "units": "nT", "xmlid": "mms4_b_gse"}, "mms4_b_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_b_gsm", "dataset": "mms4-fgm-srvy", "display_type": "timeseries", "is_public": "True", "mms4_b_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_b_gsm(0)", "dataset": "mms4-fgm-srvy", "index1": "0", "is_public": "True", "name": "bx", "parameter": "mms4_b_gsm", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4_b_gsm(0)"}, "mms4_b_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_b_gsm(1)", "dataset": "mms4-fgm-srvy", "index1": "1", "is_public": "True", "name": "by", "parameter": "mms4_b_gsm", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4_b_gsm(1)"}, "mms4_b_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "mms4_b_gsm(2)", "dataset": "mms4-fgm-srvy", "index1": "2", "is_public": "True", "name": "bz", "parameter": "mms4_b_gsm", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4_b_gsm(2)"}, "name": "b_gsm", "size": "3", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "units": "nT", "xmlid": "mms4_b_gsm"}, "mms4_b_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_b_tot", "dataset": "mms4-fgm-srvy", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "units": "nT", "xmlid": "mms4_b_tot"}, "mms4_pres_m": {"__spz_name__": "pressure_b", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "mms4_pres_m", "dataset": "mms4-fgm-srvy", "display_type": "timeseries", "is_public": "True", "name": "pressure_b", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "units": "nPa", "xmlid": "mms4_pres_m"}, "name": "survey", "processing_level": "Calibrated", "sampling": "0.0625S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/MMS/MMS4/FGM/mms4-fgm-srvy", "start_date": "2015-09-01T00:00:04Z", "stop_date": "2024-09-02T00:00:03Z", "xmlid": "mms4-fgm-srvy"}, "name": "FGM", "xmlid": "MMS4_fgm"}, "FPI": {"__spz_name__": "FPI", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS4_fpi", "att": "auto/MMS4_fpi", "burst_mode": {"__spz_name__": "burst mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "mms4-fpi-brst", "is_public": "True", "mms4_fpi_brst_current": {"PriorID": "mms4-fpi-brst.desm", "__spz_name__": "electric current", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "mms4-fpi-brst.current", "att": "auto/mms4-fpi-brst.current", "dataSource": "LASP", "desc": "electric current : burst mode
Sampling: 0.03S
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Sampling: 0.03S
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Sampling: 1H
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Sampling: 3600S
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Sampling: 60S
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"pvo_orb_spvso"}, "pvo_orb_sza": {"__spz_name__": "solar_zenith_angle", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pvo_orb_sza", "dataset": "pvo-orb-pos", "display_type": "timeseries", "is_public": "True", "name": "solar_zenith_angle", "start_date": "1978-12-05T06:55:10Z", "stop_date": "1992-10-07T18:14:07Z", "units": "degrees", "xmlid": "pvo_orb_sza"}, "pvo_orb_xyzvso": {"__spz_name__": "xyz_vso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pvo_orb_xyzvso", "dataset": "pvo-orb-pos", "description": "Pioneer Venus Orbiter trajectory in VSO coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_vso", "pvo_orb_xyzvso0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pvo_orb_xyzvso(0)", "dataset": "pvo-orb-pos", "index1": "0", "is_public": "True", "name": "x", "parameter": "pvo_orb_xyzvso", "start_date": "1978-12-05T06:55:10Z", "stop_date": "1992-10-07T18:14:07Z", "xmlid": "pvo_orb_xyzvso(0)"}, "pvo_orb_xyzvso1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pvo_orb_xyzvso(1)", "dataset": "pvo-orb-pos", "index1": "1", "is_public": "True", "name": "y", "parameter": "pvo_orb_xyzvso", "start_date": "1978-12-05T06:55:10Z", "stop_date": "1992-10-07T18:14:07Z", "xmlid": "pvo_orb_xyzvso(1)"}, "pvo_orb_xyzvso2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pvo_orb_xyzvso(2)", "dataset": "pvo-orb-pos", "index1": "2", "is_public": "True", "name": "z", "parameter": "pvo_orb_xyzvso", "start_date": "1978-12-05T06:55:10Z", "stop_date": "1992-10-07T18:14:07Z", "xmlid": "pvo_orb_xyzvso(2)"}, "size": "3", "start_date": "1978-12-05T06:55:10Z", "stop_date": "1992-10-07T18:14:07Z", "ucd": "pos.ephem;instr.obsty", "units": "Rv", "xmlid": "pvo_orb_xyzvso"}, "sampling": "12S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/PioneerVenusOrbiter/Ephemeris/pvo-orb-pos", "start_date": "1978-12-05T06:55:10Z", "stop_date": "1992-10-07T18:14:07Z", "target": "Venus", "xmlid": "pvo-orb-pos"}, "xmlid": "PioneerVenusOrbiter_ephemeris"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "PioneerVenusOrbiter_omag", "att": "auto/PioneerVenusOrbiter_omag", "desc": "OMAG
Magnetometer", "is_public": "True", "name": "MAG", "pvo_mag_12s": {"__spz_name__": "orbits 1-3601", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "pvo-mag-12s", "att": "auto/pvo-mag-12s", "dataSource": "PDS", "desc": "
Sampling: 12S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:15:48Z", "lastUpdate": "2012-03-06T19:16:30Z", "measurement_type": "MagneticField", "name": "orbits 1-3601", "processing_level": "Calibrated", "pvo_b_12s": {"__spz_name__": "b_sc", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pvo_b_12s", "dataset": "pvo-mag-12s", "description": "Magnetic field vector components in SpaceCraft coordinates", "display_type": "timeseries", "is_public": "True", "name": "b_sc", "pvo_b_12s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pvo_b_12s(0)", "dataset": "pvo-mag-12s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "pvo_b_12s", "start_date": "1978-12-05T07:20:18Z", "stop_date": "1988-10-14T14:00:10Z", "xmlid": "pvo_b_12s(0)"}, "pvo_b_12s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pvo_b_12s(1)", "dataset": "pvo-mag-12s", "index1": "1", "is_public": "True", "name": "by", "parameter": "pvo_b_12s", "start_date": "1978-12-05T07:20:18Z", "stop_date": "1988-10-14T14:00:10Z", "xmlid": "pvo_b_12s(1)"}, "pvo_b_12s2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pvo_b_12s(2)", "dataset": "pvo-mag-12s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "pvo_b_12s", "start_date": "1978-12-05T07:20:18Z", "stop_date": "1988-10-14T14:00:10Z", "xmlid": "pvo_b_12s(2)"}, "size": "3", "start_date": "1978-12-05T07:20:18Z", "stop_date": "1988-10-14T14:00:10Z", "ucd": "phys.magField", "units": "nT", "xmlid": "pvo_b_12s"}, "pvo_bmag_12s": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pvo_bmag_12s", "dataset": "pvo-mag-12s", "description": "Magnetic field magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1978-12-05T07:20:18Z", "stop_date": "1988-10-14T14:00:10Z", "ucd": "phys.magField", "units": "nT", "xmlid": "pvo_bmag_12s"}, "sampling": "12S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/PioneerVenusOrbiter/MAG/pvo-mag-12s", "start_date": "1978-12-05T07:20:18Z", "stop_date": "1988-10-14T14:00:10Z", "target": "Venus", "xmlid": "pvo-mag-12s"}, "pvo_mag_12s2": {"__spz_name__": "orbits 3602-5055", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "pvo-mag-12s2", "att": "auto/pvo-mag-12s2", "dataSource": "PDS", "desc": "
Sampling: 12S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:15:22Z", "lastUpdate": "2012-03-06T19:15:25Z", "measurement_type": "MagneticField", "name": "orbits 3602-5055", "processing_level": "Calibrated", "pvo_bz_12s2": {"__spz_name__": "bz_sc", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pvo_bz_12s2", "dataset": "pvo-mag-12s2", "description": "Magnetic field Z-component in SpaceCraft coordinates", "is_public": "True", "name": "bz_sc", "start_date": "1988-10-15T14:00:39Z", "stop_date": "1990-04-17T17:07:58Z", "ucd": "phys.magField", "units": "nT", "xmlid": "pvo_bz_12s2"}, "sampling": "12S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/PioneerVenusOrbiter/MAG/pvo-mag-12s2", "start_date": "1988-10-15T14:00:39Z", "stop_date": "1990-04-17T17:07:58Z", "target": "Venus", "xmlid": "pvo-mag-12s2"}, "xmlid": "PioneerVenusOrbiter_omag"}, "__spz_name__": "PVO", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "PioneerVenusOrbiter", "att": "auto/PioneerVenusOrbiter", "desc": "Pioneer Venus Orbiter
1978-12-05T07:20:07.282Z - 1992-10-08T16:30:39.579", "is_public": "True", "name": "PVO", "rank": "3", "target": "Venus", "xmlid": "PioneerVenusOrbiter"}, "Phobos_2": {"ASPERA": {"__spz_name__": "ASPERA", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Phobos2_aspera", "att": "auto/Phobos2_aspera", "desc": "Automatic Space Plasma Experiment with Rotating Analyzer
MassSpectrometer", "is_public": "True", "name": "ASPERA", "pho_asp_el": {"__spz_name__": "elec spectra", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "pho-asp-el", "att": "auto/pho-asp-el", "dataSource": "IRF", "desc": "
MinSampling: 192S; MaxSampling: 192S
Provider: IRF", "is_public": "True", "lastModificationDate": "2016-08-26T16:55:08Z", "lastUpdate": "2019-12-06T12:02:13Z", "maxSampling": "192S", "measurement_type": "ThermalPlasma", "name": "elec spectra", "pho_el_perp": {"__spz_name__": "e- : perp flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_el_perp", "dataset": "pho-asp-el", "description": "energy-time spectrogram of electron counts : perpendicular flow", "display_type": "spectrogram", "is_public": "True", "name": "e- : perp flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "units": "cnts", "xmlid": "pho_el_perp"}, "pho_el_sun": {"__spz_name__": "e- : sunward flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_el_sun", "dataset": "pho-asp-el", "description": "energy-time spectrogram of electron counts : sunward flow", "display_type": "spectrogram", "is_public": "True", "name": "e- : sunward flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "xmlid": "pho_el_sun"}, "pho_el_tail": {"__spz_name__": "e- : tailward flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_el_tail", "dataset": "pho-asp-el", "description": "energy-time spectrogram of electron counts : tailward flow", "display_type": "spectrogram", "is_public": "True", "name": "e- : tailward flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "units": "cnts", "xmlid": "pho_el_tail"}, "processing_level": "Calibrated", "sampling": "192S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Phobos2/ASPERA/pho-asp-el", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "target": "Mars", "xmlid": "pho-asp-el"}, "pho_asp_ion": {"__spz_name__": "ion spectra", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "pho-asp-ion", "att": "auto/pho-asp-ion", "dataSource": "IRF", "desc": "
MinSampling: 192S; MaxSampling: 192S
Provider: IRF", "is_public": "True", "lastModificationDate": "2016-08-26T17:48:29Z", "lastUpdate": "2019-12-06T11:20:33Z", "maxSampling": "192S", "measurement_type": "ThermalPlasma", "name": "ion spectra", "pho_h_perp": {"__spz_name__": "h+ : perp flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_h_perp", "dataset": "pho-asp-ion", "description": "energy-time spectrogram of proton counts : perpendicular flow", "display_type": "spectrogram", "is_public": "True", "name": "h+ : perp flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "pho_h_perp"}, "pho_h_sun": {"__spz_name__": "h+ : sunward flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_h_sun", "dataset": "pho-asp-ion", "description": "energy-time spectrogram of proton counts : sunward flow", "display_type": "spectrogram", "is_public": "True", "name": "h+ : sunward flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "pho_h_sun"}, "pho_h_tail": {"__spz_name__": "h+ : tailward flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_h_tail", "dataset": "pho-asp-ion", "description": "energy-time spectrogram of proton counts : tailward flow", "display_type": "spectrogram", "is_public": "True", "name": "h+ : tailward flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "pho_h_tail"}, "pho_o_perp": {"__spz_name__": "o+ : perp flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_o_perp", "dataset": "pho-asp-ion", "description": "energy-time spectrogram of heavy ion counts : perpendicular flow", "display_type": "spectrogram", "is_public": "True", "name": "o+ : perp flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "pho_o_perp"}, "pho_o_sun": {"__spz_name__": "o+ : sunward flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_o_sun", "dataset": "pho-asp-ion", "description": "energy-time spectrogram of heavy ion counts : sunward flow", "display_type": "spectrogram", "is_public": "True", "name": "o+ : sunward flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "pho_o_sun"}, "pho_o_tail": {"__spz_name__": "o+ : tailward flow", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_o_tail", "dataset": "pho-asp-ion", "description": "energy-time spectrogram of heavy ion counts : tailward flow", "display_type": "spectrogram", "is_public": "True", "name": "o+ : tailward flow", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "pho_o_tail"}, "processing_level": "Calibrated", "sampling": "192S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Phobos2/ASPERA/pho-asp-ion", "start_date": "1988-07-25T06:21:16Z", "stop_date": "1989-06-19T04:17:28Z", "target": "Mars", "xmlid": "pho-asp-ion"}, "xmlid": "Phobos2_aspera"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Phobos2_ephemeris", "att": "auto/Phobos2_ephemeris", "desc": "", "is_public": "True", "name": "Ephemeris", "pho_orb_mso": {"__spz_name__": "orbit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "pho-orb-mso", "att": "auto/pho-orb-mso", "dataSource": "NAIF", "desc": "
Sampling: 60S
Provider: NAIF", "is_public": "True", "lastModificationDate": "2019-11-15T16:37:44Z", "lastUpdate": "2019-11-15T16:34:04Z", "measurement_type": "Ephemeris", "name": "orbit", "pho2_pho_r": {"__spz_name__": "distance pho2-phobos", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho2_pho_r", "dataset": "pho-orb-mso", "description": "Distance Phobos2 - Phobos", "display_type": "timeseries", "is_public": "True", "name": "distance pho2-phobos", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "units": "km", "xmlid": "pho2_pho_r"}, "pho2_r": {"__spz_name__": "distance pho2-mars", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho2_r", "dataset": "pho-orb-mso", "description": "Distance Phobos2 - Mars", "display_type": "timeseries", "is_public": "True", "name": "distance pho2-mars", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "units": "Rm", "xmlid": "pho2_r"}, "pho_xyz_mso": {"__spz_name__": "xyz_mso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "pho_xyz_mso", "dataset": "pho-orb-mso", "description": "Spacecraft position in MSO", "display_type": "timeseries", "is_public": "True", "name": "xyz_mso", "pho_xyz_mso0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pho_xyz_mso(0)", "dataset": "pho-orb-mso", "index1": "0", "is_public": "True", "name": "x", "parameter": "pho_xyz_mso", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "xmlid": "pho_xyz_mso(0)"}, "pho_xyz_mso1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pho_xyz_mso(1)", "dataset": "pho-orb-mso", "index1": "1", "is_public": "True", "name": "y", "parameter": "pho_xyz_mso", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "xmlid": "pho_xyz_mso(1)"}, "pho_xyz_mso2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "pho_xyz_mso(2)", "dataset": "pho-orb-mso", "index1": "2", "is_public": "True", "name": "z", "parameter": "pho_xyz_mso", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "xmlid": "pho_xyz_mso(2)"}, "size": "3", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "units": "Rm", "xmlid": "pho_xyz_mso"}, "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Phobos2/ephemeris/pho-orb-mso", "start_date": "1989-01-29T13:01:00Z", "stop_date": "1989-03-31T20:52:59Z", "xmlid": "pho-orb-mso"}, "xmlid": "Phobos2_ephemeris"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Phobos2_mag", "att": "auto/Phobos2_mag", "desc": "MAGMA
Magnetometer", "is_public": "True", "name": "MAG", "pho_mag_data": {"__spz_name__": "b field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "pho-mag-data", "att": "auto/pho-mag-data", "dataSource": "IRF, Sweden", "desc": "
MinSampling: 1.5S; MaxSampling: 45S
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Sampling: 60S
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MinSampling: 12S; MaxSampling: 130S
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MinSampling: 12S; MaxSampling: 130S
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MinSampling: 0.186S; MaxSampling: 1.5S
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Sampling: 60S
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MinSampling: 12S; MaxSampling: 130S
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MinSampling: 128S; MaxSampling: 1024S
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MinSampling: 32S; MaxSampling: 160S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-08-29T15:13:05Z", "lastUpdate": "2019-08-29T14:39:30Z", "maxSampling": "160S", "measurement_type": "ThermalPlasma", "name": "plasma density (NED)", "processing_level": "Calibrated", "ros_lap_ned": {"__spz_name__": "n_e (ned)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_ned", "dataset": "ros-lap-ned", "description": "Plasma density derived from individual spacecraft potential measurements on one illuminated probe", "display_type": "timeseries", "is_public": "True", "name": "n_e (ned)", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "units": "cm\u207b\u00b3", "xmlid": "ros_lap_ned"}, "ros_lap_ned_f": {"__spz_name__": "quality flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_ned_f", "dataset": "ros-lap-ned", "description": "Quality flag constructed as the sum of multiple terms, \ndepending on what quality related effects are present. Each digit is either in \nthe range 0 (best) to 7 (worst), or 9 (not used)", "display_type": "timeseries", "is_public": "True", "name": "quality flag", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros_lap_ned_f"}, "ros_lap_ned_q": {"__spz_name__": "n_e : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_ned_q", "dataset": "ros-lap-ned", "description": "Quality value in the range 0 (worst) to 1 (best).Corresponds to goodness of fit or how well the model fits the data.", "display_type": "timeseries", "is_public": "True", "name": "n_e : qual", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "units": "n/a", "xmlid": "ros_lap_ned_q"}, "ros_lap_ned_s": {"__spz_name__": "data source", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_ned_s", "dataset": "ros-lap-ned", "display_type": "timeseries", "is_public": "True", "name": "data source", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros_lap_ned_s"}, "sampling": "32S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/LAP/ros-lap-ned", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros-lap-ned"}, "ros_lap_nel": {"__spz_name__": "plasma density (NEL)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-lap-nel", "att": "auto/ros-lap-nel", "dataSource": "PSA", "desc": "Plasma density which contains the highest time resolution cross-calibrated density data, \nwhen RPC-MIP is not delivering cross-calibrated density products
MinSampling: 0.016S; MaxSampling: 128S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-08-27T12:05:09Z", "lastUpdate": "2019-08-26T18:52:52Z", "maxSampling": "128S", "measurement_type": "ThermalPlasma", "name": "plasma density (NEL)", "processing_level": "Calibrated", "ros_lap_nel": {"__spz_name__": "n_e (nel)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_nel", "dataset": "ros-lap-nel", "description": "Plasma density which contains the highest time resolution cross-calibrated density data, \nwhen RPC-MIP is not delivering cross-calibrated density products", "display_type": "timeseries", "is_public": "True", "name": "n_e (nel)", "start_date": "2014-11-06T13:04:34Z", "stop_date": "2016-09-30T10:36:40Z", "units": "cm\u207b\u00b3", "xmlid": "ros_lap_nel"}, "ros_lap_nel_f": {"__spz_name__": "quality flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_nel_f", "dataset": "ros-lap-nel", "description": "Quality flag constructed as the sum of multiple terms, \ndepending on what quality related effects are present. Each digit is either in \nthe range 0 (best) to 7 (worst), or 9 (not used)", "display_type": "timeseries", "is_public": "True", "name": "quality flag", "start_date": "2014-11-06T13:04:34Z", "stop_date": "2016-09-30T10:36:40Z", "xmlid": "ros_lap_nel_f"}, "ros_lap_nel_good": {"__spz_name__": "n_e_good (qual_nel> 0.2)", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_nel_good", "dataset": "ros-lap-nel", "description": "Plasma density which contains the highest time resolution cross-calibrated density data, \nwhen RPC-MIP is not delivering cross-calibrated density products. Quality value > 0.2", "display_type": "timeseries", "is_public": "True", "name": "n_e_good (qual_nel> 0.2)", "start_date": "2014-11-06T13:04:34Z", "stop_date": "2016-09-30T10:36:40Z", "units": "cm\u207b\u00b3", "xmlid": "ros_lap_nel_good"}, "ros_lap_nel_q": {"__spz_name__": "n_e : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_nel_q", "dataset": "ros-lap-nel", "description": "Quality value in the range 0 (worst) to 1 (best). Corresponds to goodness of fit or how well the model fits the data.", "display_type": "timeseries", "is_public": "True", "name": "n_e : qual", "start_date": "2014-11-06T13:04:34Z", "stop_date": "2016-09-30T10:36:40Z", "xmlid": "ros_lap_nel_q"}, "ros_lap_nel_s": {"__spz_name__": "data source", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_nel_s", "dataset": "ros-lap-nel", "display_type": "timeseries", "is_public": "True", "name": "data source", "start_date": "2014-11-06T13:04:34Z", "stop_date": "2016-09-30T10:36:40Z", "xmlid": "ros_lap_nel_s"}, "sampling": "0.016S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/LAP/ros-lap-nel", "start_date": "2014-11-06T13:04:34Z", "stop_date": "2016-09-30T10:36:40Z", "xmlid": "ros-lap-nel"}, "ros_lap_pho": {"__spz_name__": "photosaturation current (PHO)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-lap-pho", "att": "auto/ros-lap-pho", "dataSource": "PSA", "desc": "Photosaturation current derived collectively from multiple sweeps
Sampling: 60S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-09-02T15:17:49Z", "lastUpdate": "2019-09-02T15:17:39Z", "measurement_type": "ThermalPlasma", "name": "photosaturation current (PHO)", "processing_level": "Calibrated", "ros_lap_pho": {"__spz_name__": "i_ph0_60m", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_pho", "dataset": "ros-lap-pho", "description": "Photosaturation current derived collectively from multiple sweeps", "display_type": "timeseries", "is_public": "True", "name": "i_ph0_60m", "start_date": "2014-03-24T09:30:00Z", "stop_date": "2016-09-29T00:30:00Z", "units": "A", "xmlid": "ros_lap_pho"}, "ros_lap_pho_f": {"__spz_name__": "quality flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_pho_f", "dataset": "ros-lap-pho", "description": "Quality flag constructed as the sum of multiple terms, \ndepending on what quality related effects are present. Each digit is either in \nthe range 0 (best) to 7 (worst), or 9 (not used)", "display_type": "timeseries", "is_public": "True", "name": "quality flag", "start_date": "2014-03-24T09:30:00Z", "stop_date": "2016-09-29T00:30:00Z", "xmlid": "ros_lap_pho_f"}, "ros_lap_pho_q": {"__spz_name__": "i_ph0_60m : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_pho_q", "dataset": "ros-lap-pho", "description": "Quality value in the range 0 (worst) to 1 (best). \nCorresponds to goodness of fit or how well the model fits the data.", "display_type": "timeseries", "is_public": "True", "name": "i_ph0_60m : qual", "start_date": "2014-03-24T09:30:00Z", "stop_date": "2016-09-29T00:30:00Z", "xmlid": "ros_lap_pho_q"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/LAP/ros-lap-pho", "start_date": "2014-03-24T09:30:00Z", "stop_date": "2016-09-29T00:30:00Z", "xmlid": "ros-lap-pho"}, "ros_lap_usc": {"__spz_name__": "s/c potential (USC)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-lap-usc", "att": "auto/ros-lap-usc", "dataSource": "PSA", "desc": "Spacecraft potential
MinSampling: 32S; MaxSampling: 160S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-08-27T12:05:12Z", "lastUpdate": "2019-08-27T11:50:24Z", "maxSampling": "160S", "measurement_type": "ThermalPlasma", "name": "s/c potential (USC)", "processing_level": "Calibrated", "ros_lap_usc": {"__spz_name__": "u_sc", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_usc", "dataset": "ros-lap-usc", "display_type": "timeseries", "is_public": "True", "name": "u_sc", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "units": "V", "xmlid": "ros_lap_usc"}, "ros_lap_usc_f": {"__spz_name__": "quality flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_usc_f", "dataset": "ros-lap-usc", "description": "Quality flag constructed as the sum of multiple terms, \ndepending on what quality related effects are present. Each digit is either in \nthe range 0 (best) to 7 (worst), or 9 (not used)", "display_type": "timeseries", "is_public": "True", "name": "quality flag", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros_lap_usc_f"}, "ros_lap_usc_q": {"__spz_name__": "u_sc : qual", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_usc_q", "dataset": "ros-lap-usc", "description": "Quality value in the range 0 (worst) to 1 (best). \nCorresponds to goodness of fit or how well the model fits the data.", "display_type": "timeseries", "is_public": "True", "name": "u_sc : qual", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros_lap_usc_q"}, "ros_lap_usc_s": {"__spz_name__": "data source", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_lap_usc_s", "dataset": "ros-lap-usc", "display_type": "timeseries", "is_public": "True", "name": "data source", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros_lap_usc_s"}, "sampling": "32S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/LAP/ros-lap-usc", "start_date": "2014-03-24T15:21:18Z", "stop_date": "2016-09-30T10:36:32Z", "xmlid": "ros-lap-usc"}, "xmlid": "Rosetta_lap"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Rosetta_mag", "att": "auto/Rosetta_mag", "desc": "Fluxgate Magnetometer
Magnetometer", "inboard_sensor": {"__spz_name__": "inboard sensor", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Inboard_Sensor", "is_public": "True", "name": "inboard sensor", "ros_magib_1s": {"__spz_name__": "1 s", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magib-1s", "att": "auto/ros-magib-1s", "dataSource": "PSA", "desc": "Inboard calibrated; burst mode
Sampling: 1S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-04-02T15:26:54Z", "lastUpdate": "2019-03-26T20:09:18Z", "measurement_type": "MagneticField", "name": "1 s", "processing_level": "Calibrated", "ros_ib_1s": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_1s", "dataset": "ros-magib-1s", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ib_1s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_1s(0)", "dataset": "ros-magib-1s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ib_1s", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:24Z", "xmlid": "ros_ib_1s(0)"}, "ros_ib_1s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_1s(1)", "dataset": "ros-magib-1s", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ib_1s", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:24Z", "xmlid": "ros_ib_1s(1)"}, "ros_ib_1s2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_1s(2)", "dataset": "ros-magib-1s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ib_1s", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:24Z", "xmlid": "ros_ib_1s(2)"}, "size": "3", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:24Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_1s"}, "ros_ib_1stot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_1stot", "dataset": "ros-magib-1s", "is_public": "True", "name": "|b|", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:24Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_1stot"}, "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magib-1s", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:24Z", "xmlid": "ros-magib-1s"}, "ros_magib_32s": {"__spz_name__": "32 s", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magib-32s", "att": "auto/ros-magib-32s", "dataSource": "PSA", "desc": "Inboard calibrated; normal mode
Sampling: 32S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-04-02T15:26:58Z", "lastUpdate": "2019-03-26T20:08:54Z", "measurement_type": "MagneticField", "name": "32 s", "processing_level": "Calibrated", "ros_ib_32s": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_32s", "dataset": "ros-magib-32s", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ib_32s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_32s(0)", "dataset": "ros-magib-32s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ib_32s", "start_date": "2014-11-22T00:00:38Z", "stop_date": "2016-09-29T12:11:28Z", "xmlid": "ros_ib_32s(0)"}, "ros_ib_32s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_32s(1)", "dataset": "ros-magib-32s", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ib_32s", "start_date": "2014-11-22T00:00:38Z", "stop_date": "2016-09-29T12:11:28Z", "xmlid": "ros_ib_32s(1)"}, "ros_ib_32s2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_32s(2)", "dataset": "ros-magib-32s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ib_32s", "start_date": "2014-11-22T00:00:38Z", "stop_date": "2016-09-29T12:11:28Z", "xmlid": "ros_ib_32s(2)"}, "size": "3", "start_date": "2014-11-22T00:00:38Z", "stop_date": "2016-09-29T12:11:28Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_32s"}, "ros_ib_32stot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_32stot", "dataset": "ros-magib-32s", "is_public": "True", "name": "|b|", "start_date": "2014-11-22T00:00:38Z", "stop_date": "2016-09-29T12:11:28Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_32stot"}, "sampling": "32S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magib-32s", "start_date": "2014-11-22T00:00:38Z", "stop_date": "2016-09-29T12:11:28Z", "xmlid": "ros-magib-32s"}, "ros_magib_rsmp": {"__spz_name__": "60 s : resampled", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magib-rsmp", "att": "auto/ros-magib-rsmp", "dataSource": "Imperial College", "desc": "Inboard calibrated; resampled
Sampling: 60S
Provider: Imperial College", "is_public": "True", "lastModificationDate": "2022-07-18T11:52:02Z", "lastUpdate": "2022-07-18T11:52:03Z", "measurement_type": "MagneticField", "name": "60 s : resampled", "processing_level": "Calibrated", "ros_ib_rsmp": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_rsmp", "dataset": "ros-magib-rsmp", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ib_rsmp0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_rsmp(0)", "dataset": "ros-magib-rsmp", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ib_rsmp", "start_date": "2004-03-17T22:59:02Z", "stop_date": "2016-09-30T10:38:53Z", "xmlid": "ros_ib_rsmp(0)"}, "ros_ib_rsmp1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_rsmp(1)", "dataset": "ros-magib-rsmp", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ib_rsmp", "start_date": "2004-03-17T22:59:02Z", "stop_date": "2016-09-30T10:38:53Z", "xmlid": "ros_ib_rsmp(1)"}, "ros_ib_rsmp2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_rsmp(2)", "dataset": "ros-magib-rsmp", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ib_rsmp", "start_date": "2004-03-17T22:59:02Z", "stop_date": "2016-09-30T10:38:53Z", "xmlid": "ros_ib_rsmp(2)"}, "size": "3", "start_date": "2004-03-17T22:59:02Z", "stop_date": "2016-09-30T10:38:53Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_rsmp"}, "ros_ib_totrsmp": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_totrsmp", "dataset": "ros-magib-rsmp", "is_public": "True", "name": "|b|", "start_date": "2004-03-17T22:59:02Z", "stop_date": "2016-09-30T10:38:53Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_totrsmp"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magib-rsmp", "start_date": "2004-03-17T22:59:02Z", "stop_date": "2016-09-30T10:38:53Z", "xmlid": "ros-magib-rsmp"}, "ros_magib_rsmp1s": {"__spz_name__": "1 s : resampled", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magib-rsmp1s", "att": "auto/ros-magib-rsmp1s", "dataSource": "Imperial College", "desc": "Inboard calibrated; resampled
Sampling: 1S
Provider: Imperial College", "is_public": "True", "lastModificationDate": "2019-04-04T10:23:25Z", "lastUpdate": "2019-04-03T18:14:39Z", "measurement_type": "MagneticField", "name": "1 s : resampled", "processing_level": "Calibrated", "ros_ib_rsmp1": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_rsmp1", "dataset": "ros-magib-rsmp1s", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ib_rsmp10": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_rsmp1(0)", "dataset": "ros-magib-rsmp1s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ib_rsmp1", "start_date": "2004-03-17T22:58:33Z", "stop_date": "2016-09-30T10:39:23Z", "xmlid": "ros_ib_rsmp1(0)"}, "ros_ib_rsmp11": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_rsmp1(1)", "dataset": "ros-magib-rsmp1s", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ib_rsmp1", "start_date": "2004-03-17T22:58:33Z", "stop_date": "2016-09-30T10:39:23Z", "xmlid": "ros_ib_rsmp1(1)"}, "ros_ib_rsmp12": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ib_rsmp1(2)", "dataset": "ros-magib-rsmp1s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ib_rsmp1", "start_date": "2004-03-17T22:58:33Z", "stop_date": "2016-09-30T10:39:23Z", "xmlid": "ros_ib_rsmp1(2)"}, "size": "3", "start_date": "2004-03-17T22:58:33Z", "stop_date": "2016-09-30T10:39:23Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_rsmp1"}, "ros_ib_totrsmp1": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ib_totrsmp1", "dataset": "ros-magib-rsmp1s", "is_public": "True", "name": "|b|", "start_date": "2004-03-17T22:58:33Z", "stop_date": "2016-09-30T10:39:23Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ib_totrsmp1"}, "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magib-rsmp1s", "start_date": "2004-03-17T22:58:33Z", "stop_date": "2016-09-30T10:39:23Z", "target": "Comet", "xmlid": "ros-magib-rsmp1s"}, "xmlid": "Inboard_Sensor"}, "is_public": "True", "name": "MAG", "outboard_sensor": {"__spz_name__": "outboard sensor", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Outboard_Sensor", "is_public": "True", "name": "outboard sensor", "ros_magob_1s": {"__spz_name__": "1 s", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magob-1s", "att": "auto/ros-magob-1s", "dataSource": "PSA", "desc": "Onboard calibrated; normal mode
Sampling: 1S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-04-02T15:28:16Z", "lastUpdate": "2019-03-29T02:43:44Z", "measurement_type": "MagneticField", "name": "1 s", "processing_level": "Calibrated", "ros_ob_1s": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_1s", "dataset": "ros-magob-1s", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ob_1s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_1s(0)", "dataset": "ros-magob-1s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ob_1s", "start_date": "2014-11-22T00:00:15Z", "stop_date": "2016-09-29T12:11:35Z", "xmlid": "ros_ob_1s(0)"}, "ros_ob_1s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_1s(1)", "dataset": "ros-magob-1s", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ob_1s", "start_date": "2014-11-22T00:00:15Z", "stop_date": "2016-09-29T12:11:35Z", "xmlid": "ros_ob_1s(1)"}, "ros_ob_1s2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_1s(2)", "dataset": "ros-magob-1s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ob_1s", "start_date": "2014-11-22T00:00:15Z", "stop_date": "2016-09-29T12:11:35Z", "xmlid": "ros_ob_1s(2)"}, "size": "3", "start_date": "2014-11-22T00:00:15Z", "stop_date": "2016-09-29T12:11:35Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_1s"}, "ros_ob_1stot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_1stot", "dataset": "ros-magob-1s", "is_public": "True", "name": "|b|", "start_date": "2014-11-22T00:00:15Z", "stop_date": "2016-09-29T12:11:35Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_1stot"}, "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magob-1s", "start_date": "2014-11-22T00:00:15Z", "stop_date": "2016-09-29T12:11:35Z", "xmlid": "ros-magob-1s"}, "ros_magob_20hz": {"__spz_name__": "0.05 s", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magob-20hz", "att": "auto/ros-magob-20hz", "dataSource": "PSA", "desc": "Onboard calibrated; burst mode
Sampling: 1S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-04-02T15:31:54Z", "lastUpdate": "2019-03-29T02:45:19Z", "measurement_type": "MagneticField", "name": "0.05 s", "processing_level": "Calibrated", "ros_ob_20hz": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_20hz", "dataset": "ros-magob-20hz", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ob_20hz0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_20hz(0)", "dataset": "ros-magob-20hz", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ob_20hz", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:25Z", "xmlid": "ros_ob_20hz(0)"}, "ros_ob_20hz1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_20hz(1)", "dataset": "ros-magob-20hz", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ob_20hz", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:25Z", "xmlid": "ros_ob_20hz(1)"}, "ros_ob_20hz2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_20hz(2)", "dataset": "ros-magob-20hz", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ob_20hz", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:25Z", "xmlid": "ros_ob_20hz(2)"}, "size": "3", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:25Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_20hz"}, "ros_ob_20hztot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_20hztot", "dataset": "ros-magob-20hz", "is_public": "True", "name": "|b|", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:25Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_20hztot"}, "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magob-20hz", "start_date": "2014-11-22T02:01:57Z", "stop_date": "2016-09-30T10:39:25Z", "xmlid": "ros-magob-20hz"}, "ros_magob_rsmp": {"__spz_name__": "60 s : resampled", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magob-rsmp", "att": "auto/ros-magob-rsmp", "dataSource": "Imperial College", "desc": "Outboard calibrated; resampled
Sampling: 60S
Provider: Imperial College", "is_public": "True", "lastModificationDate": "2022-07-18T11:54:48Z", "lastUpdate": "2022-07-18T11:54:49Z", "measurement_type": "MagneticField", "name": "60 s : resampled", "processing_level": "Calibrated", "ros_ob_rsmp": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_rsmp", "dataset": "ros-magob-rsmp", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ob_rsmp0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_rsmp(0)", "dataset": "ros-magob-rsmp", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ob_rsmp", "start_date": "2004-03-17T22:58:38Z", "stop_date": "2016-09-30T10:38:02Z", "xmlid": "ros_ob_rsmp(0)"}, "ros_ob_rsmp1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_rsmp(1)", "dataset": "ros-magob-rsmp", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ob_rsmp", "start_date": "2004-03-17T22:58:38Z", "stop_date": "2016-09-30T10:38:02Z", "xmlid": "ros_ob_rsmp(1)"}, "ros_ob_rsmp2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_rsmp(2)", "dataset": "ros-magob-rsmp", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ob_rsmp", "start_date": "2004-03-17T22:58:38Z", "stop_date": "2016-09-30T10:38:02Z", "xmlid": "ros_ob_rsmp(2)"}, "size": "3", "start_date": "2004-03-17T22:58:38Z", "stop_date": "2016-09-30T10:38:02Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_rsmp"}, "ros_ob_totrsmp": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_totrsmp", "dataset": "ros-magob-rsmp", "is_public": "True", "name": "|b|", "start_date": "2004-03-17T22:58:38Z", "stop_date": "2016-09-30T10:38:02Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_totrsmp"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magob-rsmp", "start_date": "2004-03-17T22:58:38Z", "stop_date": "2016-09-30T10:38:02Z", "target": "Comet", "xmlid": "ros-magob-rsmp"}, "ros_magob_rsmp1s": {"__spz_name__": "1 s : resampled", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-magob-rsmp1s", "att": "auto/ros-magob-rsmp1s", "dataSource": "Imperial College", "desc": "Outboard calibrated; resampled
Sampling: 1S
Provider: Imperial College", "is_public": "True", "lastModificationDate": "2019-04-04T10:22:57Z", "lastUpdate": "2019-04-03T17:32:33Z", "measurement_type": "MagneticField", "name": "1 s : resampled", "processing_level": "Calibrated", "ros_ob_rsmp1": {"__spz_name__": "b_cseq", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_rsmp1", "dataset": "ros-magob-rsmp1s", "display_type": "timeseries", "is_public": "True", "name": "b_cseq", "ros_ob_rsmp10": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_rsmp1(0)", "dataset": "ros-magob-rsmp1s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "ros_ob_rsmp1", "start_date": "2004-03-17T22:58:09Z", "stop_date": "2016-09-30T10:39:17Z", "xmlid": "ros_ob_rsmp1(0)"}, "ros_ob_rsmp11": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_rsmp1(1)", "dataset": "ros-magob-rsmp1s", "index1": "1", "is_public": "True", "name": "by", "parameter": "ros_ob_rsmp1", "start_date": "2004-03-17T22:58:09Z", "stop_date": "2016-09-30T10:39:17Z", "xmlid": "ros_ob_rsmp1(1)"}, "ros_ob_rsmp12": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "ros_ob_rsmp1(2)", "dataset": "ros-magob-rsmp1s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "ros_ob_rsmp1", "start_date": "2004-03-17T22:58:09Z", "stop_date": "2016-09-30T10:39:17Z", "xmlid": "ros_ob_rsmp1(2)"}, "size": "3", "start_date": "2004-03-17T22:58:09Z", "stop_date": "2016-09-30T10:39:17Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_rsmp1"}, "ros_ob_totrsmp1": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_ob_totrsmp1", "dataset": "ros-magob-rsmp1s", "is_public": "True", "name": "|b|", "start_date": "2004-03-17T22:58:09Z", "stop_date": "2016-09-30T10:39:17Z", "ucd": "phys.magField", "units": "nT", "xmlid": "ros_ob_totrsmp1"}, "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MAG/ros-magob-rsmp1s", "start_date": "2004-03-17T22:58:09Z", "stop_date": "2016-09-30T10:39:17Z", "target": "Comet", "xmlid": "ros-magob-rsmp1s"}, "xmlid": "Outboard_Sensor"}, "xmlid": "Rosetta_mag"}, "MIP": {"__spz_name__": "MIP", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Rosetta_mip", "att": "auto/Rosetta_mip", "desc": "Mutual Impedance Probe
Antenna", "is_public": "True", "long_Debye_length_mode": {"__spz_name__": "long Debye length mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ros-mip-longdebye", "is_public": "True", "name": "long Debye length mode", "ros_mip_ldl": {"__spz_name__": "power", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-ldl", "att": "auto/ros-mip-ldl", "dataSource": "LPC2E via ImperialCollege", "desc": "long Debye length mode : power
MinSampling: 2.5S; MaxSampling: 32S
Provider: LPC2E via ImperialCollege", "is_public": "True", "lastModificationDate": "2017-12-01T00:56:24Z", "lastUpdate": "2017-12-01T00:55:09Z", "maxSampling": "32S", "measurement_type": "Waves", "name": "power", "processing_level": "Calibrated", "ros_mip_ldlp": {"__spz_name__": "ldl power", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_ldlp", "dataset": "ros-mip-ldl", "display_type": "spectrogram", "is_public": "True", "name": "ldl power", "start_date": "2014-05-13T14:39:49Z", "stop_date": "2016-09-24T10:57:13Z", "units": "dB", "xmlid": "ros_mip_ldlp"}, "sampling": "2.5S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-ldl", "start_date": "2014-05-13T14:39:49Z", "stop_date": "2016-09-24T10:57:13Z", "xmlid": "ros-mip-ldl"}, "ros_mip_ldlphase": {"__spz_name__": "phase", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-ldlphase", "att": "auto/ros-mip-ldlphase", "dataSource": "LPC2E via ImperialCollege", "desc": "long Debye length mode : phase
MinSampling: 2.5S; MaxSampling: 32S
Provider: LPC2E via ImperialCollege", "is_public": "True", "lastModificationDate": "2017-12-01T01:01:57Z", "lastUpdate": "2017-12-01T01:00:46Z", "maxSampling": "32S", "measurement_type": "Waves", "name": "phase", "processing_level": "Calibrated", "ros_mip_ldlph": {"__spz_name__": "ldl phase", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_ldlph", "dataset": "ros-mip-ldlphase", "display_type": "spectrogram", "is_public": "True", "name": "ldl phase", "start_date": "2014-05-13T14:39:49Z", "stop_date": "2016-09-24T10:57:13Z", "units": "deg", "xmlid": "ros_mip_ldlph"}, "sampling": "2.5S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-ldlphase", "start_date": "2014-05-13T14:39:49Z", "stop_date": "2016-09-24T10:57:13Z", "xmlid": "ros-mip-ldlphase"}, "xmlid": "ros-mip-longdebye"}, "name": "MIP", "ros_mip_estim": {"__spz_name__": "plasma density", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-estim", "att": "auto/ros-mip-estim", "dataSource": "PSA", "desc": "plasma density proxy
MinSampling: 2.65S; MaxSampling: 128S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-10-15T11:54:36Z", "lastUpdate": "2019-10-15T11:54:55Z", "maxSampling": "128S", "measurement_type": "Waves", "name": "plasma density", "processing_level": "Calibrated", "ros_mip_dens": {"__spz_name__": "density proxy", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_dens", "dataset": "ros-mip-estim", "display_type": "timeseries", "is_public": "True", "name": "density proxy", "start_date": "2014-08-07T12:18:07Z", "stop_date": "2016-09-30T10:38:31Z", "units": "cm\u207b\u00b3", "xmlid": "ros_mip_dens"}, "ros_mip_unc": {"__spz_name__": "density uncertainty", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_unc", "dataset": "ros-mip-estim", "display_type": "timeseries", "is_public": "True", "name": "density uncertainty", "start_date": "2014-08-07T12:18:07Z", "stop_date": "2016-09-30T10:38:31Z", "units": "cm\u207b\u00b3", "xmlid": "ros_mip_unc"}, "sampling": "2.65S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-estim", "start_date": "2014-08-07T12:18:07Z", "stop_date": "2016-09-30T10:38:31Z", "xmlid": "ros-mip-estim"}, "ros_mip_pass": {"__spz_name__": "passive full mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-pass", "att": "auto/ros-mip-pass", "dataSource": "LPC2E via ImperialCollege", "desc": "passive full mode
MinSampling: 3.5S; MaxSampling: 32S
Provider: LPC2E via ImperialCollege", "is_public": "True", "lastModificationDate": "2018-09-26T12:29:15Z", "lastUpdate": "2017-12-01T00:49:01Z", "maxSampling": "32S", "measurement_type": "Waves", "name": "passive full mode", "processing_level": "Calibrated", "ros_mip_passp": {"__spz_name__": "passfull power", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_passp", "dataset": "ros-mip-pass", "display_type": "spectrogram", "is_public": "True", "name": "passfull power", "start_date": "2014-05-09T15:21:06Z", "stop_date": "2016-09-30T10:39:10Z", "units": "dB", "xmlid": "ros_mip_passp"}, "sampling": "3.5S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-pass", "start_date": "2014-05-09T15:21:06Z", "stop_date": "2016-09-30T10:39:10Z", "xmlid": "ros-mip-pass"}, "ros_mip_pasw": {"__spz_name__": "passive window mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-pasw", "att": "auto/ros-mip-pasw", "dataSource": "LPC2E via ImperialCollege", "desc": "
MinSampling: 1.2S; MaxSampling: 32S
Provider: LPC2E via ImperialCollege", "is_public": "True", "lastModificationDate": "2018-09-26T12:44:17Z", "lastUpdate": "2017-12-01T00:57:39Z", "maxSampling": "32S", "measurement_type": "Waves", "name": "passive window mode", "processing_level": "Calibrated", "ros_mip_paswp": {"__spz_name__": "passwindow power", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_paswp", "dataset": "ros-mip-pasw", "display_type": "spectrogram", "is_public": "True", "name": "passwindow power", "start_date": "2014-05-13T14:39:55Z", "stop_date": "2016-09-24T10:57:09Z", "units": "dB", "xmlid": "ros_mip_paswp"}, "sampling": "1.2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-pasw", "start_date": "2014-05-13T14:39:55Z", "stop_date": "2016-09-24T10:57:09Z", "xmlid": "ros-mip-pasw"}, "survey_full_mode": {"__spz_name__": "survey full mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ros-mip-survey", "is_public": "True", "name": "survey full mode", "ros_mip_surv": {"__spz_name__": "power", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-surv", "att": "auto/ros-mip-surv", "dataSource": "LPC2E via ImperialCollege", "desc": "survey full mode : power
MinSampling: 5S; MaxSampling: 32S
Provider: LPC2E via ImperialCollege", "is_public": "True", "lastModificationDate": "2018-09-26T12:20:38Z", "lastUpdate": "2017-12-01T00:38:33Z", "maxSampling": "32S", "measurement_type": "Waves", "name": "power", "processing_level": "Calibrated", "ros_mip_survp": {"__spz_name__": "survey power", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_survp", "dataset": "ros-mip-surv", "display_type": "spectrogram", "is_public": "True", "name": "survey power", "start_date": "2014-05-09T15:20:52Z", "stop_date": "2016-09-30T10:39:11Z", "units": "dB", "xmlid": "ros_mip_survp"}, "sampling": "5S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-surv", "start_date": "2014-05-09T15:20:52Z", "stop_date": "2016-09-30T10:39:11Z", "xmlid": "ros-mip-surv"}, "ros_mip_survphase": {"__spz_name__": "phase", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-mip-survphase", "att": "auto/ros-mip-survphase", "dataSource": "LPC2E via ImperialCollege", "desc": "survey full mode : phase
MinSampling: 5S; MaxSampling: 32S
Provider: LPC2E via ImperialCollege", "is_public": "True", "lastModificationDate": "2018-09-25T17:50:18Z", "lastUpdate": "2017-12-01T01:04:30Z", "maxSampling": "32S", "measurement_type": "Waves", "name": "phase", "processing_level": "Calibrated", "ros_mip_survph": {"__spz_name__": "survey phase", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_mip_survph", "dataset": "ros-mip-survphase", "display_type": "spectrogram", "is_public": "True", "name": "survey phase", "start_date": "2014-05-09T15:20:52Z", "stop_date": "2016-09-30T10:39:11Z", "units": "deg", "xmlid": "ros_mip_survph"}, "sampling": "5S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/MIP/ros-mip-survphase", "start_date": "2014-05-09T15:20:52Z", "stop_date": "2016-09-30T10:39:11Z", "xmlid": "ros-mip-survphase"}, "xmlid": "ros-mip-survey"}, "xmlid": "Rosetta_mip"}, "ROSINA": {"COPS_housekeeping": {"__spz_name__": "COPS housekeeping", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ros-rsn-hk", "is_public": "True", "name": "COPS housekeeping", "ros_rsn_bg": {"__spz_name__": "both gauges mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-bg", "att": "auto/ros-rsn-bg", "dataSource": "PSA", "desc": "Pressure from COPS sensor : HouseKeeping : Both Gauges (BG) mode
Sampling: 60S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-03-19T19:01:47Z", "lastUpdate": "2019-03-19T19:02:27Z", "measurement_type": "NeutralGas", "name": "both gauges mode", "processing_level": "Calibrated", "ros_rsn_bg_ng": {"__spz_name__": "nude gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_bg_ng", "dataset": "ros-rsn-bg", "display_type": "timeseries", "is_public": "True", "name": "nude gauge : pressure", "start_date": "2014-11-19T02:46:52Z", "stop_date": "2016-09-30T10:37:52Z", "units": "nPa", "xmlid": "ros_rsn_bg_ng"}, "ros_rsn_bg_rg": {"__spz_name__": "ram gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_bg_rg", "dataset": "ros-rsn-bg", "display_type": "timeseries", "is_public": "True", "name": "ram gauge : pressure", "start_date": "2014-11-19T02:46:52Z", "stop_date": "2016-09-30T10:37:52Z", "units": "nPa", "xmlid": "ros_rsn_bg_rg"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/RSN/ros-rsn-bg", "start_date": "2014-11-19T02:46:52Z", "stop_date": "2016-09-30T10:37:52Z", "xmlid": "ros-rsn-bg"}, "ros_rsn_cops": {"__spz_name__": "all modes merged", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-cops", "att": "auto/ros-rsn-cops", "dataSource": "PSA", "desc": "Pressure from COPS sensor : HouseKeeping : all modes merged
Sampling: 60S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-03-20T12:23:41Z", "lastUpdate": "2019-03-20T11:56:10Z", "measurement_type": "NeutralGas", "name": "all modes merged", "processing_level": "Calibrated", "ros_rsn_all_ng": {"__spz_name__": "nude gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_all_ng", "dataset": "ros-rsn-cops", "display_type": "timeseries", "is_public": "True", "name": "nude gauge : pressure", "start_date": "2014-11-19T02:46:52Z", "stop_date": "2016-09-30T10:37:52Z", "units": "nPa", "xmlid": "ros_rsn_all_ng"}, "ros_rsn_all_rg": {"__spz_name__": "ram gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_all_rg", "dataset": "ros-rsn-cops", "display_type": "timeseries", "is_public": "True", "name": "ram gauge : pressure", "start_date": "2014-11-19T02:46:52Z", "stop_date": "2016-09-30T10:37:52Z", "units": "nPa", "xmlid": "ros_rsn_all_rg"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/RSN/ros-rsn-cops", "start_date": "2014-11-19T02:46:52Z", "stop_date": "2016-09-30T10:37:52Z", "xmlid": "ros-rsn-cops"}, "ros_rsn_ng": {"__spz_name__": "nude gauge mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-ng", "att": "auto/ros-rsn-ng", "dataSource": "PSA", "desc": "Pressure from COPS sensor : HouseKeeping : Nude Gauge (NG) mode
Sampling: 60S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-03-19T18:49:59Z", "lastUpdate": "2019-03-19T18:49:19Z", "measurement_type": "NeutralGas", "name": "nude gauge mode", "processing_level": "Calibrated", "ros_rsn_ng_ng": {"__spz_name__": "nude gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_ng_ng", "dataset": "ros-rsn-ng", "display_type": "timeseries", "is_public": "True", "name": "nude gauge : pressure", "start_date": "2015-01-14T04:26:52Z", "stop_date": "2016-09-05T06:34:55Z", "units": "nPa", "xmlid": "ros_rsn_ng_ng"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/RSN/ros-rsn-ng", "start_date": "2015-01-14T04:26:52Z", "stop_date": "2016-09-05T06:34:55Z", "xmlid": "ros-rsn-ng"}, "ros_rsn_rg": {"__spz_name__": "ram gauge mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-rg", "att": "auto/ros-rsn-rg", "dataSource": "PSA", "desc": "Pressure from COPS sensor : HouseKeeping : Ram Gauge (RG) mode
Sampling: 60S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-03-19T19:07:08Z", "lastUpdate": "2019-03-19T19:07:54Z", "measurement_type": "NeutralGas", "name": "ram gauge mode", "processing_level": "Calibrated", "ros_rsn_rg_rg": {"__spz_name__": "ram gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_rg_rg", "dataset": "ros-rsn-rg", "display_type": "timeseries", "is_public": "True", "name": "ram gauge : pressure", "start_date": "2016-02-20T06:13:40Z", "stop_date": "2016-08-29T10:49:38Z", "units": "nPa", "xmlid": "ros_rsn_rg_rg"}, "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/RSN/ros-rsn-rg", "start_date": "2016-02-20T06:13:40Z", "stop_date": "2016-08-29T10:49:38Z", "xmlid": "ros-rsn-rg"}, "xmlid": "ros-rsn-hk"}, "COPS_science_mode": {"__spz_name__": "COPS science mode", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ros-rsn-sci", "is_public": "True", "name": "COPS science mode", "ros_rsn_sn": {"__spz_name__": "nude gauge mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-sn", "att": "auto/ros-rsn-sn", "dataSource": "PSA", "desc": "Pressure from COPS sensor : Science (SN) mode : Nude Gauge
Sampling: 2S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-03-21T10:36:18Z", "lastUpdate": "2019-03-21T10:31:27Z", "measurement_type": "NeutralGas", "name": "nude gauge mode", "processing_level": "Calibrated", "ros_rsn_sn_ng": {"__spz_name__": "nude gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_sn_ng", "dataset": "ros-rsn-sn", "display_type": "timeseries", "is_public": "True", "name": "nude gauge : pressure", "start_date": "2014-12-15T00:22:51Z", "stop_date": "2016-09-30T10:17:55Z", "units": "nPa", "xmlid": "ros_rsn_sn_ng"}, "sampling": "2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/RSN/ros-rsn-sn", "start_date": "2014-12-15T00:22:51Z", "stop_date": "2016-09-30T10:17:55Z", "xmlid": "ros-rsn-sn"}, "ros_rsn_sr": {"__spz_name__": "ram gauge mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-sr", "att": "auto/ros-rsn-sr", "dataSource": "PSA", "desc": "Pressure from COPS sensor : Science (SG) mode : Ram Gauge
Sampling: 2S
Provider: PSA", "is_public": "True", "lastModificationDate": "2019-03-21T17:41:05Z", "lastUpdate": "2019-03-21T17:35:25Z", "measurement_type": "NeutralGas", "name": "ram gauge mode", "processing_level": "Calibrated", "ros_rsn_sr_rg": {"__spz_name__": "ram gauge : pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "ros_rsn_sr_rg", "dataset": "ros-rsn-sr", "display_type": "timeseries", "is_public": "True", "name": "ram gauge : pressure", "start_date": "2014-12-15T00:22:51Z", "stop_date": "2016-09-30T10:17:55Z", "units": "nPa", "xmlid": "ros_rsn_sr_rg"}, "sampling": "2S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Rosetta/RSN/ros-rsn-sr", "start_date": "2014-12-15T00:22:51Z", "stop_date": "2016-09-30T10:17:55Z", "xmlid": "ros-rsn-sr"}, "xmlid": "ros-rsn-sci"}, "__spz_name__": "ROSINA", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Rosetta_rsn", "att": "auto/Rosetta_rsn", "desc": "Rosetta Orbiter Spectrometer for Ion and Neutral Analysis
MassSpectrometer", "is_public": "True", "name": "ROSINA", "ros_rsn_den": {"__spz_name__": "density/pressure", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "ros-rsn-den", "att": "auto/ros-rsn-den", "dataSource": "University of Bern via ImperialCollege", "desc": "density / pressure from COPS sensor : preliminary
Sampling: 60S
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2004-03-02T07:17:00 - 2016-09-30T00:00:00
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Sampling: 60S
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"stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Fef"}, "sta_let_1m_Hcr": {"__spz_name__": "H counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Hcr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "H counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Hcr"}, "sta_let_1m_He3cr": {"__spz_name__": "He3 counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_He3cr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "He3 counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_He3cr"}, "sta_let_1m_He3f": {"__spz_name__": "He3 flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_He3f", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "He3 flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_He3f"}, "sta_let_1m_He4cr": {"__spz_name__": "He4 counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_He4cr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "He4 counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_He4cr"}, "sta_let_1m_He4f": {"__spz_name__": "He4 flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_He4f", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "He4 flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_He4f"}, "sta_let_1m_Hecr": {"__spz_name__": "He counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Hecr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "He counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Hecr"}, "sta_let_1m_Hef": {"__spz_name__": "He flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Hef", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "He flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Hef"}, "sta_let_1m_Hf": {"__spz_name__": "H flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Hf", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "H flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Hf"}, "sta_let_1m_Mgcr": {"__spz_name__": "Mg counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Mgcr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Mg counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Mgcr"}, "sta_let_1m_Mgf": {"__spz_name__": "Mg flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Mgf", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Mg flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Mgf"}, "sta_let_1m_Nacr": {"__spz_name__": "Na counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Nacr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Na counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Nacr"}, "sta_let_1m_Naf": {"__spz_name__": "Na flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Naf", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Na flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Naf"}, "sta_let_1m_Ncr": {"__spz_name__": "N counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Ncr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "N counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Ncr"}, "sta_let_1m_Necr": {"__spz_name__": "Ne counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Necr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ne counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Necr"}, "sta_let_1m_Nef": {"__spz_name__": "Ne flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Nef", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ne flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Nef"}, "sta_let_1m_Nf": {"__spz_name__": "N flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Nf", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "N flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Nf"}, "sta_let_1m_Nicr": {"__spz_name__": "Ni counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Nicr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ni counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Nicr"}, "sta_let_1m_Nif": {"__spz_name__": "Ni flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Nif", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ni flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Nif"}, "sta_let_1m_Ocr": {"__spz_name__": "O counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Ocr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "O counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Ocr"}, "sta_let_1m_Of": {"__spz_name__": "O flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Of", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "O flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Of"}, "sta_let_1m_Scr": {"__spz_name__": "S counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Scr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "S counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Scr"}, "sta_let_1m_Sf": {"__spz_name__": "S flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Sf", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "S flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Sf"}, "sta_let_1m_Sicr": {"__spz_name__": "Si counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Sicr", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Si counts", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "counts/minute", "xmlid": "sta_let_1m_Sicr"}, "sta_let_1m_Sif": {"__spz_name__": "Si flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "sta_let_1m_Sif", "dataset": "sta-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Si flux", "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "sta_let_1m_Sif"}, "start_date": "2006-11-14T17:51:35Z", "stop_date": "2024-01-31T23:59:10Z", "target": "Heliosphere.Remote1AU", "xmlid": "sta-let-1min"}, "xmlid": "STEREO-A_let"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "STEREO-A_mag", "att": "auto/STEREO-A_mag", "desc": "IMPACT Magnetometer
Magnetometer", "is_public": "True", "name": "MAG", "sta_b_1min": {"__spz_name__": "1 min", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "sta-b-1min", "att": "auto/sta-b-1min", "dataSource": "UCLA", "desc": "Magnetic Field : 1 min averaged
Sampling: 60S
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Sampling: 1S
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Sampling: 24H
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Sampling: 600S
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"spectrogram", "is_public": "True", "name": "H flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Hf"}, "stb_let_1m_Mgcr": {"__spz_name__": "Mg counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Mgcr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Mg counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Mgcr"}, "stb_let_1m_Mgf": {"__spz_name__": "Mg flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Mgf", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Mg flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Mgf"}, "stb_let_1m_Nacr": {"__spz_name__": "Na counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Nacr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Na counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Nacr"}, "stb_let_1m_Naf": {"__spz_name__": "Na flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Naf", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Na flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Naf"}, "stb_let_1m_Ncr": {"__spz_name__": "N counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Ncr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "N counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Ncr"}, "stb_let_1m_Necr": {"__spz_name__": "Ne counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Necr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ne counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Necr"}, "stb_let_1m_Nef": {"__spz_name__": "Ne flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Nef", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ne flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Nef"}, "stb_let_1m_Nf": {"__spz_name__": "N flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Nf", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "N flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Nf"}, "stb_let_1m_Nicr": {"__spz_name__": "Ni counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Nicr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ni counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Nicr"}, "stb_let_1m_Nif": {"__spz_name__": "Ni flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Nif", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Ni flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Nif"}, "stb_let_1m_Ocr": {"__spz_name__": "O counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Ocr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "O counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Ocr"}, "stb_let_1m_Of": {"__spz_name__": "O flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Of", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "O flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Of"}, "stb_let_1m_Scr": {"__spz_name__": "S counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Scr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "S counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Scr"}, "stb_let_1m_Sf": {"__spz_name__": "S flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Sf", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "S flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Sf"}, "stb_let_1m_Sicr": {"__spz_name__": "Si counts", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Sicr", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Si counts", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "counts/minute", "xmlid": "stb_let_1m_Sicr"}, "stb_let_1m_Sif": {"__spz_name__": "Si flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_let_1m_Sif", "dataset": "stb-let-1min", "display_type": "spectrogram", "is_public": "True", "name": "Si flux", "start_date": "2006-11-13T20:07:26Z", "stop_date": "2014-09-27T16:26:26Z", "units": "1/(cm2-sr-sec-MeV/nuc)", "xmlid": "stb_let_1m_Sif"}, "stop_date": "2014-09-27T16:26:26Z", "target": "Heliosphere.Remote1AU", "xmlid": "stb-let-1min"}, "xmlid": "STEREO-B_let"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "STEREO-B_mag", "att": "auto/STEREO-B_mag", "desc": "IMPACT Magnetometer
Magnetometer", "is_public": "True", "name": "MAG", "stb_b_1min": {"__spz_name__": "1 min", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "stb-b-1min", "att": "auto/stb-b-1min", "dataSource": "UCLA", "desc": "Magnetic Field : 1 min averaged
Sampling: 60S
Provider: UCLA", "is_public": "True", "lastModificationDate": "2020-04-06T13:43:12Z", "lastUpdate": "2020-03-30T17:17:26Z", "measurement_type": "MagneticField", "name": "1 min", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/STEREO-B/MAG/stb-b-1min", "start_date": "2006-11-07T00:00:30Z", "stb_b_rtn": {"__spz_name__": "b_rtn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_b_rtn", "dataset": "stb-b-1min", "display_type": "timeseries", "is_public": "True", "name": "b_rtn", "size": "3", "start_date": "2006-11-07T00:00:30Z", "stb_b_rtn0": {"__spz_name__": "br", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "stb_b_rtn(0)", "dataset": "stb-b-1min", "index1": "0", "is_public": "True", "name": "br", "parameter": "stb_b_rtn", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb_b_rtn(0)"}, "stb_b_rtn1": {"__spz_name__": "bt", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "stb_b_rtn(1)", "dataset": "stb-b-1min", "index1": "1", "is_public": "True", "name": "bt", "parameter": "stb_b_rtn", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb_b_rtn(1)"}, "stb_b_rtn2": {"__spz_name__": "bn", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "stb_b_rtn(2)", "dataset": "stb-b-1min", "index1": "2", "is_public": "True", "name": "bn", "parameter": "stb_b_rtn", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb_b_rtn(2)"}, "stop_date": "2014-09-27T16:30:30Z", "ucd": "phys.magField", "units": "nT", "xmlid": "stb_b_rtn"}, "stb_b_rtn_phi": {"__spz_name__": "phi", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_b_rtn_phi", "dataset": "stb-b-1min", "description": "Magnetic field phi angle", "display_type": "timeseries", "is_public": "True", "name": "phi", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "ucd": "phys.magField", "units": "degrees", "xmlid": "stb_b_rtn_phi"}, "stb_b_rtn_theta": {"__spz_name__": "theta", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_b_rtn_theta", "dataset": "stb-b-1min", "description": "Magnetic field theta angle", "display_type": "timeseries", "is_public": "True", "name": "theta", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "ucd": "phys.magField", "units": "degrees", "xmlid": "stb_b_rtn_theta"}, "stb_b_sc": {"__spz_name__": "b_sc", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_b_sc", "dataset": "stb-b-1min", "display_type": "timeseries", "is_public": "True", "name": "b_sc", "size": "3", "start_date": "2006-11-07T00:00:30Z", "stb_b_sc0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "stb_b_sc(0)", "dataset": "stb-b-1min", "index1": "0", "is_public": "True", "name": "bx", "parameter": "stb_b_sc", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb_b_sc(0)"}, "stb_b_sc1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "stb_b_sc(1)", "dataset": "stb-b-1min", "index1": "1", "is_public": "True", "name": "by", "parameter": "stb_b_sc", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb_b_sc(1)"}, "stb_b_sc2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "stb_b_sc(2)", "dataset": "stb-b-1min", "index1": "2", "is_public": "True", "name": "bz", "parameter": "stb_b_sc", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb_b_sc(2)"}, "stop_date": "2014-09-27T16:30:30Z", "ucd": "phys.magField", "units": "nT", "xmlid": "stb_b_sc"}, "stb_btot_1min": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "stb_btot_1min", "dataset": "stb-b-1min", "description": "Scalar magnitude of the magnetic field in nT", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2006-11-07T00:00:30Z", "stop_date": "2014-09-27T16:30:30Z", "ucd": "phys.magField", "units": "nT", "xmlid": "stb_btot_1min"}, "stop_date": "2014-09-27T16:30:30Z", "xmlid": "stb-b-1min"}, "stb_mag_mag": {"__spz_name__": "1 sec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "stb-mag-mag", "att": "auto/stb-mag-mag", "dataSource": "UCLA", "desc": "Magnetic Field : 1 sec averaged
Sampling: 1S
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Provider: SOAR", "is_public": "True", "lastModificationDate": "2024-01-08T14:20:46Z", "lastUpdate": "2024-01-08T14:16:56Z", "measurement_type": "ElectricField", "name": "B-F1 - survey mode", "processing_level": "Calibrated", "sampling": "5S", "solo_rpwbp2bf1_b1": {"__spz_name__": "B1B1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2bf1_b1", "dataset": "solo-rpw-survbp2.bf1", "description": "B1B1*", "display_type": "spectrogram", "is_public": "True", "name": "B1B1*", "start_date": "2020-07-07T22:30:06Z", "stop_date": "2023-09-20T18:03:07Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2bf1_b1"}, "solo_rpwbp2bf1_b2": {"__spz_name__": "B2B2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2bf1_b2", "dataset": "solo-rpw-survbp2.bf1", "description": "B2B2*", "display_type": "spectrogram", "is_public": "True", "name": "B2B2*", "start_date": "2020-07-07T22:30:06Z", "stop_date": "2023-09-20T18:03:07Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2bf1_b2"}, "solo_rpwbp2bf1_b3": {"__spz_name__": "B3B3*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2bf1_b3", "dataset": "solo-rpw-survbp2.bf1", "description": "B3B3*", "display_type": "spectrogram", "is_public": "True", "name": "B3B3*", "start_date": "2020-07-07T22:30:06Z", "stop_date": "2023-09-20T18:03:07Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2bf1_b3"}, "solo_rpwbp2bf1_e1": {"__spz_name__": "E1E1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2bf1_e1", "dataset": "solo-rpw-survbp2.bf1", "description": "E1E1*", "display_type": "spectrogram", "is_public": "True", "name": "E1E1*", "start_date": "2020-07-07T22:30:06Z", "stop_date": "2023-09-20T18:03:07Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2bf1_e1"}, "solo_rpwbp2bf1_e2": {"__spz_name__": "E2E2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2bf1_e2", "dataset": "solo-rpw-survbp2.bf1", "description": "E2E2*", "display_type": "spectrogram", "is_public": "True", "name": "E2E2*", "start_date": "2020-07-07T22:30:06Z", "stop_date": "2023-09-20T18:03:07Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2bf1_e2"}, "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Solar_Orbiter/RPW/solo-rpw-survbp2.bf1", "start_date": "2020-07-07T22:30:06Z", "stop_date": "2023-09-20T18:03:07Z", "target": "Heliosphere.Inner", "xmlid": "solo-rpw-survbp2.bf1"}, "solo_rpw_survbp2_nf0": {"__spz_name__": "N-F0 - survey mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "solo-rpw-survbp2.nf0", "att": "auto/solo-rpw-survbp2.nf0", "dataSource": "SOAR", "desc": "
Sampling: 20S
Provider: SOAR", "is_public": "True", "lastModificationDate": "2024-01-08T14:23:24Z", "lastUpdate": "2024-01-08T14:21:46Z", "measurement_type": "ElectricField", "name": "N-F0 - survey mode", "processing_level": "Calibrated", "sampling": "20S", "solo_rpwbp2nf0_b1": {"__spz_name__": "B1B1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf0_b1", "dataset": "solo-rpw-survbp2.nf0", "description": "B1B1*", "display_type": "spectrogram", "is_public": "True", "name": "B1B1*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:03:10Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf0_b1"}, "solo_rpwbp2nf0_b2": {"__spz_name__": "B2B2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf0_b2", "dataset": "solo-rpw-survbp2.nf0", "description": "B2B2*", "display_type": "spectrogram", "is_public": "True", "name": "B2B2*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:03:10Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf0_b2"}, "solo_rpwbp2nf0_b3": {"__spz_name__": "B3B3*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf0_b3", "dataset": "solo-rpw-survbp2.nf0", "description": "B3B3*", "display_type": "spectrogram", "is_public": "True", "name": "B3B3*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:03:10Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf0_b3"}, "solo_rpwbp2nf0_e1": {"__spz_name__": "E1E1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf0_e1", "dataset": "solo-rpw-survbp2.nf0", "description": "E1E1*", "display_type": "spectrogram", "is_public": "True", "name": "E1E1*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:03:10Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2nf0_e1"}, "solo_rpwbp2nf0_e2": {"__spz_name__": "E2E2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf0_e2", "dataset": "solo-rpw-survbp2.nf0", "description": "E2E2*", "display_type": "spectrogram", "is_public": "True", "name": "E2E2*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:03:10Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2nf0_e2"}, "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Solar_Orbiter/RPW/solo-rpw-survbp2.nf0", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:03:10Z", "target": "Heliosphere.Inner", "xmlid": "solo-rpw-survbp2.nf0"}, "solo_rpw_survbp2_nf1": {"__spz_name__": "N-F1 - survey mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "solo-rpw-survbp2.nf1", "att": "auto/solo-rpw-survbp2.nf1", "dataSource": "SOAR", "desc": "
Sampling: 20S
Provider: SOAR", "is_public": "True", "lastModificationDate": "2024-01-08T14:25:46Z", "lastUpdate": "2024-01-08T14:24:04Z", "measurement_type": "ElectricField", "name": "N-F1 - survey mode", "processing_level": "Calibrated", "sampling": "20S", "solo_rpwbp2nf1_b1": {"__spz_name__": "B1B1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf1_b1", "dataset": "solo-rpw-survbp2.nf1", "description": "B1B1*", "display_type": "spectrogram", "is_public": "True", "name": "B1B1*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf1_b1"}, "solo_rpwbp2nf1_b2": {"__spz_name__": "B2B2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf1_b2", "dataset": "solo-rpw-survbp2.nf1", "description": "B2B2*", "display_type": "spectrogram", "is_public": "True", "name": "B2B2*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf1_b2"}, "solo_rpwbp2nf1_b3": {"__spz_name__": "B3B3*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf1_b3", "dataset": "solo-rpw-survbp2.nf1", "description": "B3B3*", "display_type": "spectrogram", "is_public": "True", "name": "B3B3*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf1_b3"}, "solo_rpwbp2nf1_e1": {"__spz_name__": "E1E1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf1_e1", "dataset": "solo-rpw-survbp2.nf1", "description": "E1E1*", "display_type": "spectrogram", "is_public": "True", "name": "E1E1*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2nf1_e1"}, "solo_rpwbp2nf1_e2": {"__spz_name__": "E2E2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf1_e2", "dataset": "solo-rpw-survbp2.nf1", "description": "E2E2*", "display_type": "spectrogram", "is_public": "True", "name": "E2E2*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2nf1_e2"}, "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Solar_Orbiter/RPW/solo-rpw-survbp2.nf1", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "target": "Heliosphere.Inner", "xmlid": "solo-rpw-survbp2.nf1"}, "solo_rpw_survbp2_nf2": {"__spz_name__": "N-F2 - survey mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "solo-rpw-survbp2.nf2", "att": "auto/solo-rpw-survbp2.nf2", "dataSource": "SOAR", "desc": "
Sampling: 20S
Provider: SOAR", "is_public": "True", "lastModificationDate": "2024-01-08T14:28:01Z", "lastUpdate": "2024-01-08T14:26:25Z", "measurement_type": "ElectricField", "name": "N-F2 - survey mode", "processing_level": "Calibrated", "sampling": "20S", "solo_rpwbp2nf2_b1": {"__spz_name__": "B1B1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf2_b1", "dataset": "solo-rpw-survbp2.nf2", "description": "B1B1*", "display_type": "spectrogram", "is_public": "True", "name": "B1B1*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf2_b1"}, "solo_rpwbp2nf2_b2": {"__spz_name__": "B2B2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf2_b2", "dataset": "solo-rpw-survbp2.nf2", "description": "B2B2*", "display_type": "spectrogram", "is_public": "True", "name": "B2B2*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf2_b2"}, "solo_rpwbp2nf2_b3": {"__spz_name__": "B3B3*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf2_b3", "dataset": "solo-rpw-survbp2.nf2", "description": "B3B3*", "display_type": "spectrogram", "is_public": "True", "name": "B3B3*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "nT\u00b2/Hz", "xmlid": "solo_rpwbp2nf2_b3"}, "solo_rpwbp2nf2_e1": {"__spz_name__": "E1E1*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf2_e1", "dataset": "solo-rpw-survbp2.nf2", "description": "E1E1*", "display_type": "spectrogram", "is_public": "True", "name": "E1E1*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2nf2_e1"}, "solo_rpwbp2nf2_e2": {"__spz_name__": "E2E2*", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "solo_rpwbp2nf2_e2", "dataset": "solo-rpw-survbp2.nf2", "description": "E2E2*", "display_type": "spectrogram", "is_public": "True", "name": "E2E2*", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "units": "V\u00b2/Hz", "xmlid": "solo_rpwbp2nf2_e2"}, "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Solar_Orbiter/RPW/solo-rpw-survbp2.nf2", "start_date": "2020-06-15T00:00:29Z", "stop_date": "2023-09-21T00:02:50Z", "target": "Heliosphere.Inner", "xmlid": "solo-rpw-survbp2.nf2"}, "xmlid": "solo-rpw-l2bp2"}, "__spz_name__": "RPW", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SolO_rpw", "att": "auto/SolO_rpw", "desc": "Plasma Wave Investigation
Antenna", "is_public": "True", "name": "RPW", "xmlid": "SolO_rpw"}, "SWAEAS": {"__spz_name__": "SWA/EAS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SolO_eas", "att": "auto/SolO_eas", "desc": "Electron Analyser System
EnergeticParticleInstrument", "is_public": "True", "name": "SWA/EAS", "solo_eas1_nm3d": {"__spz_name__": "EAS1-NM3D", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "solo-eas1-nm3d", "att": "auto/solo-eas1-nm3d", "dataSource": "SOAR", "desc": "Nominal Mode 3D
Sampling: 10S
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Sampling: 10S
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Sampling: 0.5S
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Sampling: 0.5S
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Sampling: 1S
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Sampling: 0.5S
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Sampling: 0.5S
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Sampling: 0.5S
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Sampling: 1S
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Sampling: 1S
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Sampling: 0.5S
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Sampling: 3S
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Sampling: 3S
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Sampling: 60S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-09-29T04:02:00Z", "lastUpdate": "2024-09-29T04:02:00Z", "measurement_type": "Ephemeris", "name": "orbit", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/A/Ephemeris/tha-orb-all", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "target": "Earth.Magnetosphere", "tha_r": {"__spz_name__": "distance tha-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "tha_r", "dataset": "tha-orb-all", "display_type": "timeseries", "is_public": "True", "name": "distance tha-earth", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "ucd": "pos.distance", "units": "Re", "xmlid": "tha_r"}, "tha_xyz": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "tha_xyz", "dataset": "tha-orb-all", "description": "position in GSE coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_gse", "size": "3", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "tha_xyz0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "tha_xyz(0)", "dataset": "tha-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "tha_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "xmlid": "tha_xyz(0)"}, "tha_xyz1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "tha_xyz(1)", "dataset": "tha-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "tha_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "xmlid": "tha_xyz(1)"}, "tha_xyz2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "tha_xyz(2)", "dataset": "tha-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "tha_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "xmlid": "tha_xyz(2)"}, "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "tha_xyz"}, "tha_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "tha_xyz_gsm", "dataset": "tha-orb-all", "description": "position in GSM coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "tha_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "tha_xyz_gsm(0)", "dataset": "tha-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "tha_xyz_gsm", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "xmlid": "tha_xyz_gsm(0)"}, "tha_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "tha_xyz_gsm(1)", "dataset": "tha-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "tha_xyz_gsm", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "xmlid": "tha_xyz_gsm(1)"}, "tha_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "tha_xyz_gsm(2)", "dataset": "tha-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "tha_xyz_gsm", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-09-27T23:59:00Z", "xmlid": "tha_xyz_gsm(2)"}, "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "tha_xyz_gsm"}, "xmlid": "tha-orb-all"}, "xmlid": "ThemisA_ephemeris"}, "FGM": {"__spz_name__": "FGM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisA_fgm", "att": "auto/ThemisA_fgm", "desc": "Tri-axial Fluxgate Magnetometer
Magnetometer", "is_public": "True", "name": "FGM", "tha_fgm_l": {"__spz_name__": "0.25 sec (low)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "tha-fgm-l", "att": "auto/tha-fgm-l", "dataSource": "IRAP_THEMIS", "desc": "
Sampling: 0.25S
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Sampling: 3S
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2007-02-15T00:00:00
Initial phase : apogee 15.4Re : 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 1.5 x 10Re : 2007-12-15 - 2009-09-30
THEMIS : apogee 13Re : 2009-10-01 - present", "is_public": "True", "name": "THEMIS-A", "target": "Earth.Magnetosphere", "xmlid": "ThemisA"}, "THEMIS_B": {"Analytical_Models": {"__spz_name__": "Analytical Models", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisB_models", "att": "auto/ThemisB_models", "desc": "", "is_public": "True", "name": "Analytical Models", "thb_msph_models": {"PriorID": "thb-orb-all", "__spz_name__": "distance to neutral sheet", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thb-msph-models", "att": "auto/thb-msph-models", "dataSource": "IRAP", "desc": "Distance to model neutral sheet
Sampling: 1M
Provider: IRAP", "dz_fairfield70_thb_xyz": {"__spz_name__": "dZ Fairfield70", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dz_fairfield70_thb_xyz", "dataset": "thb-msph-models", "description": "Distance (Re) from s/c location to Fairfield1970 neutral sheet position. Depends on spacecraft location in SM coordinates and dipole tilt angle. Valid for Ysm less than 15 Re.", "is_public": "True", "name": "dZ Fairfield70", "predefined": "1", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "template": "dz_fairfield70_##ORBIT##", "units": "Re", "xmlid": "dz_fairfield70_thb_xyz"}, "dz_fairfield80_thb_xyz": {"__spz_name__": "dZ Fairfield80", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "dz_fairfield80_thb_xyz", "dataset": "thb-msph-models", "description": "Distance (Re) from s/c location to Fairfield1980 neutral sheet position. Depends on spacecraft location in SM coordinates and dipole tilt angle.", "is_public": "True", "name": "dZ Fairfield80", "predefined": "1", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "template": "dz_fairfield80_##ORBIT##", "units": "Re", "xmlid": "dz_fairfield80_thb_xyz"}, "is_public": "True", "lastModificationDate": "2024-10-06T04:02:22Z", "lastUpdate": "2024-10-06T04:02:22Z", "measurement_type": "Ephemeris", "name": "distance to neutral sheet", "processing_level": "Calibrated", "sampling": "1M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/B/Models/thb-msph-models", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "target": "Earth", "xmlid": "thb-msph-models"}, "thb_t96_model": {"PriorID": "thb-orb-all", "__spz_name__": "T96 field model", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thb-t96-model", "att": "auto/thb-t96-model", "b_t96gse_thb_xyz": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "b_t96gse_thb_xyz", "b_t96gse_thb_xyz0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gse_thb_xyz(0)", "dataset": "thb-t96-model", "index1": "0", "is_public": "True", "name": "bx", "parameter": "b_t96gse_thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "b_t96gse_thb_xyz(0)"}, "b_t96gse_thb_xyz1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gse_thb_xyz(1)", "dataset": "thb-t96-model", "index1": "1", "is_public": "True", "name": "by", "parameter": "b_t96gse_thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "b_t96gse_thb_xyz(1)"}, "b_t96gse_thb_xyz2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gse_thb_xyz(2)", "dataset": "thb-t96-model", "index1": "2", "is_public": "True", "name": "bz", "parameter": "b_t96gse_thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "b_t96gse_thb_xyz(2)"}, "dataset": "thb-t96-model", "is_public": "True", "name": "b_gse", "predefined": "1", "size": "3", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "template": "b_t96gse_##ORBIT##", "units": "nT", "xmlid": "b_t96gse_thb_xyz"}, "b_t96gsm_thb_xyz": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "b_t96gsm_thb_xyz", "b_t96gsm_thb_xyz0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gsm_thb_xyz(0)", "dataset": "thb-t96-model", "index1": "0", "is_public": "True", "name": "bx", "parameter": "b_t96gsm_thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "b_t96gsm_thb_xyz(0)"}, "b_t96gsm_thb_xyz1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gsm_thb_xyz(1)", "dataset": "thb-t96-model", "index1": "1", "is_public": "True", "name": "by", "parameter": "b_t96gsm_thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "b_t96gsm_thb_xyz(1)"}, "b_t96gsm_thb_xyz2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "b_t96gsm_thb_xyz(2)", "dataset": "thb-t96-model", "index1": "2", "is_public": "True", "name": "bz", "parameter": "b_t96gsm_thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "b_t96gsm_thb_xyz(2)"}, "dataset": "thb-t96-model", "is_public": "True", "name": "b_gsm", "predefined": "1", "size": "3", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "template": "b_t96gsm_##ORBIT##", "units": "nT", "xmlid": "b_t96gsm_thb_xyz"}, "b_t96tot_thb_xyz": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "b_t96tot_thb_xyz", "dataset": "thb-t96-model", "is_public": "True", "name": "|b|", "predefined": "1", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "template": "b_t96tot_##ORBIT##", "units": "nT", "xmlid": "b_t96tot_thb_xyz"}, "dataSource": "IRAP", "desc": "Tsyganenko96 geomagnetospheric magnetic field model
Sampling: 1M
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MinSampling: 96.27S; MaxSampling: 551.0S
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Sampling: 3S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-10-07T04:01:28Z", "lastUpdate": "2024-10-07T04:01:26Z", "measurement_type": "ThermalPlasma", "name": "onboard moments : potential", "processing_level": "Calibrated", "sampling": "3S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/B/ESA/thb-pot-mom", "start_date": "2007-08-10T00:02:05Z", "stop_date": "2024-10-03T19:12:26Z", "target": "Earth.Magnetosphere", "thb_pot": {"__spz_name__": "s/c pot", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_pot", "dataset": "thb-pot-mom", "description": "S/C potential", "display_type": "timeseries", "is_public": "True", "name": "s/c pot", "start_date": "2007-08-10T00:02:05Z", "stop_date": "2024-10-03T19:12:26Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "thb_pot"}, "xmlid": "thb-pot-mom"}, "xmlid": "ThemisB_esa"}, "Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisB_ephemeris", "att": "auto/ThemisB_ephemeris", "desc": "", "is_public": "True", "name": "Ephemeris", "thb_orb_all": {"__spz_name__": "orbit", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thb-orb-all", "att": "auto/thb-orb-all", "dataSource": "IRAP_THEMIS", "desc": "
Sampling: 60S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-10-06T04:02:22Z", "lastUpdate": "2024-10-06T04:02:22Z", "measurement_type": "Ephemeris", "name": "orbit", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/B/Ephemeris/thb-orb-all", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "target": "Earth.Magnetosphere", "thb_r": {"__spz_name__": "distance thb-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_r", "dataset": "thb-orb-all", "display_type": "timeseries", "is_public": "True", "name": "distance thb-earth", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "ucd": "pos.distance", "units": "Re", "xmlid": "thb_r"}, "thb_xyz": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_xyz", "dataset": "thb-orb-all", "description": "position in GSE coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_gse", "size": "3", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "thb_xyz0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_xyz(0)", "dataset": "thb-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "thb_xyz(0)"}, "thb_xyz1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_xyz(1)", "dataset": "thb-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "thb_xyz(1)"}, "thb_xyz2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_xyz(2)", "dataset": "thb-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "thb_xyz", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "thb_xyz(2)"}, "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "thb_xyz"}, "thb_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_xyz_gsm", "dataset": "thb-orb-all", "description": "position in GSM coordinates", "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "thb_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_xyz_gsm(0)", "dataset": "thb-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "thb_xyz_gsm", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "thb_xyz_gsm(0)"}, "thb_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_xyz_gsm(1)", "dataset": "thb-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "thb_xyz_gsm", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "thb_xyz_gsm(1)"}, "thb_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_xyz_gsm(2)", "dataset": "thb-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "thb_xyz_gsm", "start_date": "2007-02-17T23:36:00Z", "stop_date": "2024-10-05T23:59:00Z", "xmlid": "thb_xyz_gsm(2)"}, "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "xmlid": "thb_xyz_gsm"}, "xmlid": "thb-orb-all"}, "xmlid": "ThemisB_ephemeris"}, "FGM": {"__spz_name__": "FGM", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisB_fgm", "att": "auto/ThemisB_fgm", "desc": "Tri-axial Fluxgate Magnetometer
Magnetometer", "is_public": "True", "name": "FGM", "thb_fgm_l": {"__spz_name__": "0.25 sec (low)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thb-fgm-l", "att": "auto/thb-fgm-l", "dataSource": "IRAP_THEMIS", "desc": "
Sampling: 0.25S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-10-07T04:03:54Z", "lastUpdate": "2024-10-07T04:03:53Z", "measurement_type": "MagneticField", "name": "0.25 sec (low)", "processing_level": "Calibrated", "sampling": "0.25S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/B/FGM/thb-fgm-l", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "target": "Earth.Magnetosphere", "thb_bl": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_bl", "dataset": "thb-fgm-l", "description": "Magnetic Field", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "thb_bl0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bl(0)", "dataset": "thb-fgm-l", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thb_bl", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "xmlid": "thb_bl(0)"}, "thb_bl1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bl(1)", "dataset": "thb-fgm-l", "index1": "1", "is_public": "True", "name": "by", "parameter": "thb_bl", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "xmlid": "thb_bl(1)"}, "thb_bl2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bl(2)", "dataset": "thb-fgm-l", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thb_bl", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "xmlid": "thb_bl(2)"}, "units": "nT", "xmlid": "thb_bl"}, "thb_bl_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_bl_gsm", "dataset": "thb-fgm-l", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "thb_bl_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bl_gsm(0)", "dataset": "thb-fgm-l", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thb_bl_gsm", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "xmlid": "thb_bl_gsm(0)"}, "thb_bl_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bl_gsm(1)", "dataset": "thb-fgm-l", "index1": "1", "is_public": "True", "name": "by", "parameter": "thb_bl_gsm", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "xmlid": "thb_bl_gsm(1)"}, "thb_bl_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bl_gsm(2)", "dataset": "thb-fgm-l", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thb_bl_gsm", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "xmlid": "thb_bl_gsm(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thb_bl_gsm"}, "thb_bl_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_bl_tot", "dataset": "thb-fgm-l", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2007-02-24T04:42:44Z", "stop_date": "2024-10-03T19:11:54Z", "ucd": "phys.magField", "units": "nT", "xmlid": "thb_bl_tot"}, "xmlid": "thb-fgm-l"}, "thb_fgm_s": {"__spz_name__": "3 sec (spin)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thb-fgm-s", "att": "auto/thb-fgm-s", "dataSource": "IRAP_THEMIS", "desc": "
Sampling: 3S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-10-07T04:03:55Z", "lastUpdate": "2024-10-07T04:03:55Z", "measurement_type": "MagneticField", "name": "3 sec (spin)", "processing_level": "Calibrated", "sampling": "3S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/B/FGM/thb-fgm-s", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "target": "Earth.Magnetosphere", "thb_bs": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_bs", "dataset": "thb-fgm-s", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "thb_bs0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bs(0)", "dataset": "thb-fgm-s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thb_bs", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "xmlid": "thb_bs(0)"}, "thb_bs1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bs(1)", "dataset": "thb-fgm-s", "index1": "1", "is_public": "True", "name": "by", "parameter": "thb_bs", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "xmlid": "thb_bs(1)"}, "thb_bs2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bs(2)", "dataset": "thb-fgm-s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thb_bs", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "xmlid": "thb_bs(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thb_bs"}, "thb_bs_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_bs_gsm", "dataset": "thb-fgm-s", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "thb_bs_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bs_gsm(0)", "dataset": "thb-fgm-s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thb_bs_gsm", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "xmlid": "thb_bs_gsm(0)"}, "thb_bs_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bs_gsm(1)", "dataset": "thb-fgm-s", "index1": "1", "is_public": "True", "name": "by", "parameter": "thb_bs_gsm", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "xmlid": "thb_bs_gsm(1)"}, "thb_bs_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thb_bs_gsm(2)", "dataset": "thb-fgm-s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thb_bs_gsm", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "xmlid": "thb_bs_gsm(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thb_bs_gsm"}, "thb_bs_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thb_bs_tot", "dataset": "thb-fgm-s", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2007-02-26T23:26:57Z", "stop_date": "2024-10-04T00:06:50Z", "ucd": "phys.magField", "units": "nT", "xmlid": "thb_bs_tot"}, "xmlid": "thb-fgm-s"}, "xmlid": "ThemisB_fgm"}, "__spz_name__": "THEMIS-B", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisB", "att": "auto/ThemisB", "desc": "Explorer 86
2007-02-15T00:00:00
Initial phase : apogee 15.4Re : 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 1.3 x 30 Re : 2007-12-15 - 2009-09-30
ARTEMIS: Translunar Injection Phase: complex orbits, deep tail and solar wind : 2009-10-01 \u2013 2010-10-01
ARTEMIS: Lunar Lissajous: orbiting around lunar L1 and L2 Lagrangian points : 2010-10-01 \u2013 2011-04-01
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Sampling: 1M
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Sampling: 1M
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MinSampling: 96.27S; MaxSampling: 551.0S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-10-07T04:00:30Z", "lastUpdate": "2024-10-07T04:00:29Z", "maxSampling": "551.0S", "measurement_type": "ThermalPlasma", "name": "electron full mode", "processing_level": "Calibrated", "sampling": "96.27S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/C/ESA/thc-esa-l2e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "target": "Earth.Magnetosphere", "thc_el_sp": {"__spz_name__": "el omni eflux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_el_sp", "dataset": "thc-esa-l2e", "display_type": "spectrogram", "is_public": "True", "name": "el omni eflux", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "ucd": "phys.flux;phys.energy;phys.electron", "units": "eV/cm\u00b2-s-sr-eV", "xmlid": "thc_el_sp"}, "thc_n_e": {"__spz_name__": "el density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_n_e", "dataset": "thc-esa-l2e", "description": "Ion Density", "display_type": "timeseries", "is_public": "True", "name": "el density", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "thc_n_e"}, "thc_t_e": {"__spz_name__": "e temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_t_e", "dataset": "thc-esa-l2e", "description": "Temperature", "display_type": "timeseries", "is_public": "True", "name": "e temperature", "size": "3", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "thc_t_e0": {"__spz_name__": "t_perp1", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_t_e(0)", "dataset": "thc-esa-l2e", "index1": "1", "is_public": "True", "name": "t_perp1", "parameter": "thc_t_e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "xmlid": "thc_t_e(0)"}, "thc_t_e1": {"__spz_name__": "t_perp2", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_t_e(1)", "dataset": "thc-esa-l2e", "index1": "2", "is_public": "True", "name": "t_perp2", "parameter": "thc_t_e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "xmlid": "thc_t_e(1)"}, "thc_t_e2": {"__spz_name__": "t_para", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_t_e(2)", "dataset": "thc-esa-l2e", "index1": "0", "is_public": "True", "name": "t_para", "parameter": "thc_t_e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "xmlid": "thc_t_e(2)"}, "ucd": "phys.temperature;phys.electron", "units": "eV", "xmlid": "thc_t_e"}, "thc_v_e": {"__spz_name__": "el v_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_v_e", "dataset": "thc-esa-l2e", "display_type": "timeseries", "is_public": "True", "name": "el v_gse", "size": "3", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "thc_v_e0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_v_e(0)", "dataset": "thc-esa-l2e", "index1": "0", "is_public": "True", "name": "vx", "parameter": "thc_v_e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "xmlid": "thc_v_e(0)"}, "thc_v_e1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_v_e(1)", "dataset": "thc-esa-l2e", "index1": "1", "is_public": "True", "name": "vy", "parameter": "thc_v_e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "xmlid": "thc_v_e(1)"}, "thc_v_e2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_v_e(2)", "dataset": "thc-esa-l2e", "index1": "2", "is_public": "True", "name": "vz", "parameter": "thc_v_e", "start_date": "2007-03-07T15:58:39Z", "stop_date": "2024-10-04T16:33:35Z", "xmlid": "thc_v_e(2)"}, "ucd": "phys.veloc;phys.electron", "units": "km/s", "xmlid": "thc_v_e"}, "xmlid": "thc-esa-l2e"}, "thc_esa_l2i": {"__spz_name__": "ion full mode", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thc-esa-l2i", "att": "auto/thc-esa-l2i", "dataSource": "IRAP_THEMIS", "desc": "
MinSampling: 96.27S; MaxSampling: 551.0S
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Sampling: 0.25S", "is_public": "True", "lastModificationDate": "2024-10-07T04:04:07Z", "lastUpdate": "2024-10-07T04:04:06Z", "measurement_type": "MagneticField", "name": "0.25 sec (low)", "processing_level": "Calibrated", "sampling": "0.25S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/C/FGM/thc-fgm-l", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "target": "Earth.Magnetosphere", "thc_bl": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_bl", "dataset": "thc-fgm-l", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "thc_bl0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bl(0)", "dataset": "thc-fgm-l", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thc_bl", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "xmlid": "thc_bl(0)"}, "thc_bl1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bl(1)", "dataset": "thc-fgm-l", "index1": "1", "is_public": "True", "name": "by", "parameter": "thc_bl", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "xmlid": "thc_bl(1)"}, "thc_bl2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bl(2)", "dataset": "thc-fgm-l", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thc_bl", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "xmlid": "thc_bl(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thc_bl"}, "thc_bl_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_bl_gsm", "dataset": "thc-fgm-l", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "thc_bl_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bl_gsm(0)", "dataset": "thc-fgm-l", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thc_bl_gsm", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "xmlid": "thc_bl_gsm(0)"}, "thc_bl_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bl_gsm(1)", "dataset": "thc-fgm-l", "index1": "1", "is_public": "True", "name": "by", "parameter": "thc_bl_gsm", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "xmlid": "thc_bl_gsm(1)"}, "thc_bl_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bl_gsm(2)", "dataset": "thc-fgm-l", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thc_bl_gsm", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "xmlid": "thc_bl_gsm(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thc_bl_gsm"}, "thc_bl_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_bl_tot", "dataset": "thc-fgm-l", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2007-02-22T23:17:57Z", "stop_date": "2024-10-02T21:15:59Z", "ucd": "phys.magField", "units": "nT", "xmlid": "thc_bl_tot"}, "xmlid": "thc-fgm-l"}, "thc_fgm_s": {"__spz_name__": "3 sec (spin)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thc-fgm-s", "att": "auto/thc-fgm-s", "dataSource": "", "desc": "
Sampling: 4S", "is_public": "True", "lastModificationDate": "2024-10-07T04:04:09Z", "lastUpdate": "2024-10-07T04:04:09Z", "measurement_type": "MagneticField", "name": "3 sec (spin)", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/C/FGM/thc-fgm-s", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "target": "Earth.Magnetosphere", "thc_bs": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_bs", "dataset": "thc-fgm-s", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "thc_bs0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bs(0)", "dataset": "thc-fgm-s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thc_bs", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "xmlid": "thc_bs(0)"}, "thc_bs1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bs(1)", "dataset": "thc-fgm-s", "index1": "1", "is_public": "True", "name": "by", "parameter": "thc_bs", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "xmlid": "thc_bs(1)"}, "thc_bs2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bs(2)", "dataset": "thc-fgm-s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thc_bs", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "xmlid": "thc_bs(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thc_bs"}, "thc_bs_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_bs_gsm", "dataset": "thc-fgm-s", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "thc_bs_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bs_gsm(0)", "dataset": "thc-fgm-s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thc_bs_gsm", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "xmlid": "thc_bs_gsm(0)"}, "thc_bs_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bs_gsm(1)", "dataset": "thc-fgm-s", "index1": "1", "is_public": "True", "name": "by", "parameter": "thc_bs_gsm", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "xmlid": "thc_bs_gsm(1)"}, "thc_bs_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thc_bs_gsm(2)", "dataset": "thc-fgm-s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thc_bs_gsm", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "xmlid": "thc_bs_gsm(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thc_bs_gsm"}, "thc_bs_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thc_bs_tot", "dataset": "thc-fgm-s", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2007-02-26T22:17:50Z", "stop_date": "2024-10-03T00:00:47Z", "ucd": "phys.magField", "units": "nT", "xmlid": "thc_bs_tot"}, "xmlid": "thc-fgm-s"}, "xmlid": "ThemisC_fgm"}, "__spz_name__": "THEMIS-C", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisC", "att": "auto/ThemisC", "desc": "Explorer 87
2007-02-15T00:00:00
Initial phase : apogee 15.4Re : 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 1.2 x 20 Re : 2007-12-15 - 2009-09-30
ARTEMIS: Translunar Injection Phase: complex orbits, deep tail and solar wind : 2009-10-01 \u2013 2010-10-01
ARTEMIS: Lunar Lissajous: orbiting around lunar L1 and L2 Lagrangian points : 2010-10-01 \u2013 2011-04-01
ARTEMIS: Lunar Orbit Phase: Equatorial orbit; 100 km x 19,000 km altitude, 26 hours period, 500 km - 5 Re probe separation : 2011-07-01 \u2013 present", "is_public": "True", "name": "THEMIS-C", "target": "Earth.Magnetosphere", "xmlid": "ThemisC"}, "THEMIS_D": {"Analytical_Models": {"__spz_name__": "Analytical Models", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisD_models", "att": "auto/ThemisD_models", "desc": "", "is_public": "True", "name": "Analytical Models", "thd_msph_models": {"PriorID": "thd-orb-all", "__spz_name__": "distance to neutral sheet", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "thd-msph-models", "att": "auto/thd-msph-models", "dataSource": "IRAP", "desc": "Distance to model neutral sheet
Sampling: 1M
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Sampling: 3S
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Sampling: 3S
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Sampling: 60S
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Sampling: 0.25S
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Sampling: 3S
Provider: IRAP_THEMIS", "is_public": "True", "lastModificationDate": "2024-10-07T04:04:26Z", "lastUpdate": "2024-10-07T04:04:26Z", "measurement_type": "MagneticField", "name": "3 sec (spin)", "processing_level": "Calibrated", "sampling": "3S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/D/FGM/thd-fgm-s", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "target": "Earth.Magnetosphere", "thd_bs": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thd_bs", "dataset": "thd-fgm-s", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "thd_bs0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thd_bs(0)", "dataset": "thd-fgm-s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thd_bs", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "xmlid": "thd_bs(0)"}, "thd_bs1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thd_bs(1)", "dataset": "thd-fgm-s", "index1": "1", "is_public": "True", "name": "by", "parameter": "thd_bs", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "xmlid": "thd_bs(1)"}, "thd_bs2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thd_bs(2)", "dataset": "thd-fgm-s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thd_bs", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "xmlid": "thd_bs(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thd_bs"}, "thd_bs_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thd_bs_gsm", "dataset": "thd-fgm-s", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "thd_bs_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thd_bs_gsm(0)", "dataset": "thd-fgm-s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "thd_bs_gsm", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "xmlid": "thd_bs_gsm(0)"}, "thd_bs_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thd_bs_gsm(1)", "dataset": "thd-fgm-s", "index1": "1", "is_public": "True", "name": "by", "parameter": "thd_bs_gsm", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "xmlid": "thd_bs_gsm(1)"}, "thd_bs_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "thd_bs_gsm(2)", "dataset": "thd-fgm-s", "index1": "2", "is_public": "True", "name": "bz", "parameter": "thd_bs_gsm", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "xmlid": "thd_bs_gsm(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "thd_bs_gsm"}, "thd_bs_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "thd_bs_tot", "dataset": "thd-fgm-s", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2007-02-28T02:55:28Z", "stop_date": "2024-10-05T04:05:17Z", "ucd": "phys.magField", "units": "nT", "xmlid": "thd_bs_tot"}, "xmlid": "thd-fgm-s"}, "xmlid": "ThemisD_fgm"}, "__spz_name__": "THEMIS-D", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisD", "att": "auto/ThemisD", "desc": "Explorer 88
2007-02-15T00:00:00
Initial phase : apogee 15.4Re : 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 1.5 x 12 Re : 2007-12-15 - 2009-09-30
THEMIS : apogee 12 Re : 2009-10-01 - present", "is_public": "True", "name": "THEMIS-D", "target": "Earth.Magnetosphere", "xmlid": "ThemisD"}, "THEMIS_E": {"Analytical_Models": {"__spz_name__": "Analytical Models", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "ThemisE_models", "att": "auto/ThemisE_models", "desc": "", "is_public": "True", "name": "Analytical Models", "the_msph_models": {"PriorID": "the-orb-all", "__spz_name__": "distance to neutral sheet", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "the-msph-models", "att": "auto/the-msph-models", "dataSource": "IRAP", "desc": "Distance to model neutral sheet
Sampling: 1M
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Sampling: 1M
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Sampling: 0.25S", "is_public": "True", "lastModificationDate": "2024-10-07T04:07:43Z", "lastUpdate": "2024-10-07T04:07:41Z", "measurement_type": "MagneticField", "name": "0.25 sec (low)", "processing_level": "Calibrated", "sampling": "0.25S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/THEMIS/E/FGM/the-fgm-l", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "target": "Earth.Magnetosphere", "the_bl": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "the_bl", "dataset": "the-fgm-l", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "the_bl0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "the_bl(0)", "dataset": "the-fgm-l", "index1": "0", "is_public": "True", "name": "bx", "parameter": "the_bl", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "xmlid": "the_bl(0)"}, "the_bl1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "the_bl(1)", "dataset": "the-fgm-l", "index1": "1", "is_public": "True", "name": "by", "parameter": "the_bl", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "xmlid": "the_bl(1)"}, "the_bl2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "the_bl(2)", "dataset": "the-fgm-l", "index1": "2", "is_public": "True", "name": "bz", "parameter": "the_bl", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "xmlid": "the_bl(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "the_bl"}, "the_bl_gsm": {"__spz_name__": "b_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "the_bl_gsm", "dataset": "the-fgm-l", "description": "Magnetic Field", "display_type": "timeseries", "is_public": "True", "name": "b_gsm", "size": "3", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "the_bl_gsm0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "the_bl_gsm(0)", "dataset": "the-fgm-l", "index1": "0", "is_public": "True", "name": "bx", "parameter": "the_bl_gsm", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "xmlid": "the_bl_gsm(0)"}, "the_bl_gsm1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "the_bl_gsm(1)", "dataset": "the-fgm-l", "index1": "1", "is_public": "True", "name": "by", "parameter": "the_bl_gsm", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "xmlid": "the_bl_gsm(1)"}, "the_bl_gsm2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "the_bl_gsm(2)", "dataset": "the-fgm-l", "index1": "2", "is_public": "True", "name": "bz", "parameter": "the_bl_gsm", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "xmlid": "the_bl_gsm(2)"}, "ucd": "phys.magField", "units": "nT", "xmlid": "the_bl_gsm"}, "the_bl_tot": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "the_bl_tot", "dataset": "the-fgm-l", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "2007-02-23T02:29:39Z", "stop_date": "2024-05-23T09:25:26Z", "ucd": "phys.magField", "units": "nT", "xmlid": "the_bl_tot"}, "xmlid": "the-fgm-l"}, "the_fgm_s": {"__spz_name__": "3 sec (spin)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "the-fgm-s", "att": "auto/the-fgm-s", "dataSource": "IRAP_THEMIS", "desc": "
Sampling: 3S
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2007-02-15T00:00:00
Initial phase : apogee 15.4Re : 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 1.5 x 12 Re : 2007-12-15 - 2009-09-30
THEMIS : apogee 12 Re : 2009-10-01 - present", "is_public": "True", "name": "THEMIS-E", "target": "Earth.Magnetosphere", "xmlid": "ThemisE"}, "__spz_name__": "THEMIS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Themis", "att": "auto/Themis", "desc": "Time History of Events and Macroscale Interactions during Substorms; NASA Magnetospheric Mission
2007-02-17T00:00:00
Initial phase: 2007-02-15 - 2007-09-15
Orbit Placement Phase: 2007-09-15 - 2007-12-15
Full constellation phase: 2007-12-15 - 2009-09-30
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Sampling: 192S
Provider: IRAP", "is_public": "True", "lastModificationDate": "2021-05-11T19:12:09Z", "lastUpdate": "2021-05-11T17:19:21Z", "measurement_type": "ThermalPlasma", "name": "imaextra spectra", "processing_level": "Calibrated", "sampling": "192S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/VEX/IMA/vex-ima-extra", "start_date": "2006-01-08T10:09:39Z", "stop_date": "2014-11-27T09:21:53Z", "target": "Venus", "vex_h_spec": {"__spz_name__": "protons : cnts per anode ", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_h_spec", "dataset": "vex-ima-extra", "description": "energy-time spectrogram of proton counts", "display_type": "spectrogram", "is_public": "True", "name": "protons : cnts per anode ", "start_date": "2006-01-08T10:09:39Z", "stop_date": "2014-11-27T09:21:53Z", "template": "vex_h_spec_##anode##", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "vex_h_spec"}, "vex_h_spec_sum": {"__spz_name__": "protons : cnts sum", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_h_spec_sum", "dataset": "vex-ima-extra", "description": "energy-time spectrogram of proton counts", "display_type": "spectrogram", "is_public": "True", "name": "protons : cnts sum", "start_date": "2006-01-08T10:09:39Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "vex_h_spec_sum"}, "vex_o_spec": {"__spz_name__": "heavy : cnts per anode ", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_o_spec", "dataset": "vex-ima-extra", "description": "energy-time spectrogram of heavy ion counts", "display_type": "spectrogram", "is_public": "True", "name": "heavy : cnts per anode ", "start_date": "2006-01-08T10:09:39Z", "stop_date": "2014-11-27T09:21:53Z", "template": "vex_o_spec_##anode##", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "vex_o_spec"}, "vex_o_spec_sum": {"__spz_name__": "heavy : cnts sum", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_o_spec_sum", "dataset": "vex-ima-extra", "description": "energy-time spectrogram of heavy ion counts", "display_type": "spectrogram", "is_public": "True", "name": "heavy : cnts sum", "start_date": "2006-01-08T10:09:39Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cnts", "xmlid": "vex_o_spec_sum"}, "xmlid": "vex-ima-extra"}, "vex_ima_param": {"__spz_name__": "imaextra moments", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vex-ima-param", "att": "auto/vex-ima-param", "dataSource": "IRAP", "desc": "
Sampling: 192S
Provider: IRAP", "is_public": "True", "lastModificationDate": "2021-05-11T19:06:55Z", "lastUpdate": "2021-05-11T19:05:59Z", "measurement_type": "IonComposition", "name": "imaextra moments", "processing_level": "Calibrated", "sampling": "192S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/VEX/IMA/vex-ima-param", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "target": "Venus", "vex_h_dens": {"__spz_name__": "protons: density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_h_dens", "dataset": "vex-ima-param", "description": "Proton density", "display_type": "timeseries", "is_public": "True", "name": "protons: density", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vex_h_dens"}, "vex_h_qual": {"__spz_name__": "protons: moments quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_h_qual", "dataset": "vex-ima-param", "description": "Proton moments quality flag", "display_type": "timeseries", "is_public": "True", "name": "protons: moments quality", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "meta.code.qual;phys.atmol.ionStage", "units": "0-1", "xmlid": "vex_h_qual"}, "vex_h_temp": {"__spz_name__": "protons: temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_h_temp", "dataset": "vex-ima-param", "description": "Proton temperature", "display_type": "timeseries", "is_public": "True", "name": "protons: temperature", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.temperature;phys.atmol.ionStage", "units": "eV", "xmlid": "vex_h_temp"}, "vex_h_vel": {"__spz_name__": "protons: v_vso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_h_vel", "dataset": "vex-ima-param", "description": "Proton bulk velocity components in VSO coordinates", "display_type": "timeseries", "is_public": "True", "name": "protons: v_vso", "size": "3", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "vex_h_vel0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_h_vel(0)", "dataset": "vex-ima-param", "index1": "0", "is_public": "True", "name": "vx", "parameter": "vex_h_vel", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "xmlid": "vex_h_vel(0)"}, "vex_h_vel1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_h_vel(1)", "dataset": "vex-ima-param", "index1": "1", "is_public": "True", "name": "vy", "parameter": "vex_h_vel", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "xmlid": "vex_h_vel(1)"}, "vex_h_vel2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_h_vel(2)", "dataset": "vex-ima-param", "index1": "2", "is_public": "True", "name": "vz", "parameter": "vex_h_vel", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "xmlid": "vex_h_vel(2)"}, "xmlid": "vex_h_vel"}, "vex_o_dens": {"__spz_name__": "heavy: density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_o_dens", "dataset": "vex-ima-param", "description": "Heavy ion density", "display_type": "timeseries", "is_public": "True", "name": "heavy: density", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vex_o_dens"}, "vex_o_qual": {"__spz_name__": "heavy: moments quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_o_qual", "dataset": "vex-ima-param", "description": "Heavy ion moments quality flag", "display_type": "timeseries", "is_public": "True", "name": "heavy: moments quality", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "meta.code.qual;phys.atmol.ionStage", "units": "0-1", "xmlid": "vex_o_qual"}, "vex_o_temp": {"__spz_name__": "heavy: temperature", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_o_temp", "dataset": "vex-ima-param", "description": "Heavy ion temperature", "display_type": "timeseries", "is_public": "True", "name": "heavy: temperature", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.temperature;phys.atmol.ionStage", "units": "eV", "xmlid": "vex_o_temp"}, "vex_o_vel": {"__spz_name__": "heavy: v_vso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_o_vel", "dataset": "vex-ima-param", "description": "Heavy ion bulk velocity components in VSO coordinates", "display_type": "timeseries", "is_public": "True", "name": "heavy: v_vso", "size": "3", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "vex_o_vel0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_o_vel(0)", "dataset": "vex-ima-param", "index1": "0", "is_public": "True", "name": "vx", "parameter": "vex_o_vel", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "xmlid": "vex_o_vel(0)"}, "vex_o_vel1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_o_vel(1)", "dataset": "vex-ima-param", "index1": "1", "is_public": "True", "name": "vy", "parameter": "vex_o_vel", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "xmlid": "vex_o_vel(1)"}, "vex_o_vel2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_o_vel(2)", "dataset": "vex-ima-param", "index1": "2", "is_public": "True", "name": "vz", "parameter": "vex_o_vel", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "xmlid": "vex_o_vel(2)"}, "xmlid": "vex_o_vel"}, "vex_scan": {"__spz_name__": "scan flag", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_scan", "dataset": "vex-ima-param", "description": "Scan flag : 0 - no scanning; 1 - scanning", "is_public": "True", "name": "scan flag", "start_date": "2006-02-05T08:06:27Z", "stop_date": "2014-11-27T09:21:53Z", "ucd": "meta.code.qual", "xmlid": "vex_scan"}, "xmlid": "vex-ima-param"}, "vex_ima_sw": {"__spz_name__": "proton moments in SW", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vex-ima-sw", "att": "auto/vex-ima-sw", "dataSource": "IRAP", "desc": "VEX IMA Solar Wind Proxy
Sampling: 192S
Provider: IRAP", "is_public": "True", "lastModificationDate": "2017-05-30T17:31:38Z", "lastUpdate": "2017-05-30T17:23:41Z", "measurement_type": "ThermalPlasma", "name": "proton moments in SW", "processing_level": "Calibrated", "sampling": "192S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/VEX/IMA/vex-ima-sw", "start_date": "2006-05-15T00:56:40Z", "stop_date": "2014-11-27T06:48:16Z", "target": "Venus", "vex_flag_sw": {"__spz_name__": "density quality", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_flag_sw", "dataset": "vex-ima-sw", "description": "Proton moment quality flag", "display_type": "timeseries", "is_public": "True", "name": "density quality", "start_date": "2006-05-15T00:56:40Z", "stop_date": "2014-11-27T06:48:16Z", "ucd": "meta.code.qual;phys.atmol.ionStage", "units": "0-1", "xmlid": "vex_flag_sw"}, "vex_n_sw": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_n_sw", "dataset": "vex-ima-sw", "description": "Proton density", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "2006-05-15T00:56:40Z", "stop_date": "2014-11-27T06:48:16Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vex_n_sw"}, "vex_v_sw": {"__spz_name__": "|v|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_v_sw", "dataset": "vex-ima-sw", "description": "Proton bulk velocity", "display_type": "timeseries", "is_public": "True", "name": "|v|", "start_date": "2006-05-15T00:56:40Z", "stop_date": "2014-11-27T06:48:16Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "vex_v_sw"}, "xmlid": "vex-ima-sw"}, "xmlid": "VEX_ima"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "VEX_mag", "att": "auto/VEX_mag", "desc": "Fluxgate Magnetometer
Magnetometer", "is_public": "True", "name": "MAG", "vex_mag_all": {"__spz_name__": "4 sec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vex-mag-all", "att": "auto/vex-mag-all", "dataSource": "PSA", "desc": "magnetic field : 4 sec resolution
Sampling: 4S
Provider: PSA", "is_public": "True", "lastModificationDate": "2018-07-31T09:42:40Z", "lastUpdate": "2015-09-07T17:34:27Z", "measurement_type": "MagneticField", "name": "4 sec", "processing_level": "Calibrated", "sampling": "4S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/VEX/MAG/vex-mag-all", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:56Z", "vex_mag_4s": {"__spz_name__": "b_vso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_mag_4s", "dataset": "vex-mag-all", "display_type": "timeseries", "is_public": "True", "name": "b_vso", "size": "3", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:56Z", "ucd": "Phys.magField", "units": "nT", "vex_mag_4s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_mag_4s(0)", "dataset": "vex-mag-all", "index1": "0", "is_public": "True", "name": "bx", "parameter": "vex_mag_4s", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:56Z", "xmlid": "vex_mag_4s(0)"}, "vex_mag_4s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_mag_4s(1)", "dataset": "vex-mag-all", "index1": "1", "is_public": "True", "name": "by", "parameter": "vex_mag_4s", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:56Z", "xmlid": "vex_mag_4s(1)"}, "vex_mag_4s2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_mag_4s(2)", "dataset": "vex-mag-all", "index1": "2", "is_public": "True", "name": "bz", "parameter": "vex_mag_4s", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:56Z", "xmlid": "vex_mag_4s(2)"}, "xmlid": "vex_mag_4s"}, "vex_mag_4s_tot": {"__spz_name__": "\u239cb\u239c", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_mag_4s_tot", "dataset": "vex-mag-all", "description": "Scalar magnitude of the magnetic field in nT", "display_type": "timeseries", "is_public": "True", "name": "\u239cb\u239c", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:56Z", "ucd": "Phys.magField", "units": "nT", "xmlid": "vex_mag_4s_tot"}, "xmlid": "vex-mag-all"}, "vex_mag_hz": {"__spz_name__": "1 sec", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vex-mag-hz", "att": "auto/vex-mag-hz", "dataSource": "PSA", "desc": "magnetic field : 1 sec resolution
Sampling: 1S
Provider: PSA", "is_public": "True", "lastModificationDate": "2018-07-31T09:42:38Z", "lastUpdate": "2015-09-07T17:23:22Z", "measurement_type": "MagneticField", "name": "1 sec", "processing_level": "Calibrated", "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/VEX/MAG/vex-mag-hz", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:59Z", "vex_mag_1s": {"__spz_name__": "b_vso", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_mag_1s", "dataset": "vex-mag-hz", "display_type": "timeseries", "is_public": "True", "name": "b_vso", "size": "3", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:59Z", "ucd": "Phys.magField", "units": "nT", "vex_mag_1s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_mag_1s(0)", "dataset": "vex-mag-hz", "index1": "0", "is_public": "True", "name": "bx", "parameter": "vex_mag_1s", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:59Z", "xmlid": "vex_mag_1s(0)"}, "vex_mag_1s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_mag_1s(1)", "dataset": "vex-mag-hz", "index1": "1", "is_public": "True", "name": "by", "parameter": "vex_mag_1s", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:59Z", "xmlid": "vex_mag_1s(1)"}, "vex_mag_1s2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vex_mag_1s(2)", "dataset": "vex-mag-hz", "index1": "2", "is_public": "True", "name": "bz", "parameter": "vex_mag_1s", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:59Z", "xmlid": "vex_mag_1s(2)"}, "xmlid": "vex_mag_1s"}, "vex_mag_1s_tot": {"__spz_name__": "\u239cb\u239c", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vex_mag_1s_tot", "dataset": "vex-mag-hz", "description": "Scalar magnitude of the magnetic field in nT", "display_type": "timeseries", "is_public": "True", "name": "\u239cb\u239c", "start_date": "2006-04-24T00:00:00Z", "stop_date": "2014-11-25T23:59:59Z", "ucd": "Phys.magField", "units": "nT", "xmlid": "vex_mag_1s_tot"}, "xmlid": "vex-mag-hz"}, "xmlid": "VEX_mag"}, "__spz_name__": "VEX", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "VEX", "att": "auto/VEX", "desc": "Venus-Express
2005-11-09T03:33:00 - 2014-12-16T00:00:00
Venus arrival : 2006-04-11T00:00:00", "is_public": "True", "name": "VEX", "rank": "3", "target": "Venus", "xmlid": "VEX"}, "Voyager": {"Voyager_1": {"CRS": {"__spz_name__": "CRS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Voyager1_crs", "att": "auto/Voyager1_crs", "desc": "Cosmic Ray System
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Sampling: 900S
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"1979-02-28T23:27:06Z", "stop_date": "1979-03-16T23:55:38Z", "xmlid": "vo1_lecp_feio(4)"}, "vo1_lecp_feio5": {"__spz_name__": "> 0.252 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_feio(5)", "dataset": "vo1-lecp-ele", "index1": "5", "is_public": "True", "name": "> 0.252 MeV", "parameter": "vo1_lecp_feio", "start_date": "1979-02-28T23:27:06Z", "stop_date": "1979-03-16T23:55:38Z", "xmlid": "vo1_lecp_feio(5)"}, "vo1_lecp_feio6": {"__spz_name__": "> 0.48 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_feio(6)", "dataset": "vo1-lecp-ele", "index1": "6", "is_public": "True", "name": "> 0.48 MeV", "parameter": "vo1_lecp_feio", "start_date": "1979-02-28T23:27:06Z", "stop_date": "1979-03-16T23:55:38Z", "xmlid": "vo1_lecp_feio(6)"}, "vo1_lecp_feio7": {"__spz_name__": "> 0.853 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_feio(7)", "dataset": "vo1-lecp-ele", "index1": "7", "is_public": "True", "name": "> 0.853 MeV", "parameter": "vo1_lecp_feio", "start_date": "1979-02-28T23:27:06Z", "stop_date": "1979-03-16T23:55:38Z", "xmlid": "vo1_lecp_feio(7)"}, "vo1_lecp_feio8": {"__spz_name__": "> 2.1 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_feio(8)", "dataset": "vo1-lecp-ele", "index1": "8", "is_public": "True", "name": "> 2.1 MeV", "parameter": "vo1_lecp_feio", "start_date": "1979-02-28T23:27:06Z", "stop_date": "1979-03-16T23:55:38Z", "xmlid": "vo1_lecp_feio(8)"}, "xmlid": "vo1_lecp_feio"}, "xmlid": "vo1-lecp-ele"}, "vo1_lecp_ion": {"__spz_name__": "ion flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo1-lecp-ion", "att": "auto/vo1-lecp-ion", "dataSource": "ONERA", "desc": "
MinSampling: 96S; MaxSampling: 768S
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Sampling: 1H
Provider: CDAWeb", "is_public": "True", "lastModificationDate": "2023-01-12T16:05:21Z", "lastUpdate": "2023-01-12T16:05:21Z", "measurement_type": "EnergeticParticles", "name": "cruise", "processing_level": "Calibrated", "sampling": "1H", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager1/LECP/vo1-lecp-full", "start_date": "1977-01-01T00:00:00Z", "stop_date": "2021-12-31T18:00:00Z", "target": "Heliosphere", "vo1_lecp_flux": {"__spz_name__": "proton flux", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo1_lecp_flux", "dataset": "vo1-lecp-full", "description": "Proton flux", "display_type": "timeseries", "is_public": "True", "name": "proton flux", "size": "3", "start_date": "1977-01-01T00:00:00Z", "stop_date": "2021-12-31T18:00:00Z", "units": "cnts/cm\u00b2*s*st*MeV", "vo1_lecp_flux0": {"__spz_name__": "0.58 - 1.78 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_flux(0)", "dataset": "vo1-lecp-full", "index1": "0", "is_public": "True", "name": "0.58 - 1.78 MeV", "parameter": "vo1_lecp_flux", "start_date": "1977-01-01T00:00:00Z", "stop_date": "2021-12-31T18:00:00Z", "xmlid": "vo1_lecp_flux(0)"}, "vo1_lecp_flux1": {"__spz_name__": "3.40 - 17.6 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_flux(1)", "dataset": "vo1-lecp-full", "index1": "1", "is_public": "True", "name": "3.40 - 17.6 MeV", "parameter": "vo1_lecp_flux", "start_date": "1977-01-01T00:00:00Z", "stop_date": "2021-12-31T18:00:00Z", "xmlid": "vo1_lecp_flux(1)"}, "vo1_lecp_flux2": {"__spz_name__": "22 - 31 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo1_lecp_flux(2)", "dataset": "vo1-lecp-full", "index1": "2", "is_public": "True", "name": "22 - 31 MeV", "parameter": "vo1_lecp_flux", "start_date": "1977-01-01T00:00:00Z", "stop_date": "2021-12-31T18:00:00Z", "xmlid": "vo1_lecp_flux(2)"}, "xmlid": "vo1_lecp_flux"}, "xmlid": "vo1-lecp-full"}, "xmlid": "Voyager1_lecp"}, "MAG": {"__spz_name__": "MAG", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Voyager1_mag", "att": "auto/Voyager1_mag", "desc": "Triaxial Fluxgate Magnetometer
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Sampling: 1.92S
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Sampling: 1.92S
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Sampling: 48S
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Sampling: 1.92S
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Sampling: 48S
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Sampling: 1.92S
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Sampling: 1H
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Sampling: 96S
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Sampling: 96S
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Sampling: 1H
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Sampling: 1S
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1977-09-05T12:56:00", "is_public": "True", "name": "Voyager 1", "rank": "4", "target": "Heliosphere.NearEarth", "xmlid": "Voyager1"}, "Voyager_2": {"CRS": {"__spz_name__": "CRS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Voyager2_crs", "att": "auto/Voyager2_crs", "desc": "Cosmic Ray System
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Sampling: 900S
Provider: ONERA", "is_public": "True", "lastModificationDate": "2012-09-13T14:50:17Z", "lastUpdate": "2012-09-13T14:01:03Z", "measurement_type": "ThermalPlasma", "name": "electron flux", "processing_level": "Calibrated", "sampling": "900S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/CRS/vo2-crs-ele", "start_date": "1979-07-03T00:07:30Z", "stop_date": "1979-08-03T23:52:30Z", "target": "Jupiter", "vo2_crs_fedo": {"__spz_name__": "flux diff", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_crs_fedo", "dataset": "vo2-crs-ele", "display_type": "stackplot", "is_public": "True", "name": "flux diff", "size": "3", "start_date": "1979-07-03T00:07:30Z", "stop_date": "1979-08-03T23:52:30Z", "ucd": "phys.flux;phys.electron", "units": "cm-2.s-1.sr-1.MeV-1", "vo2_crs_fedo0": {"__spz_name__": "2.6-5.1 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_crs_fedo(0)", "dataset": "vo2-crs-ele", "index1": "0", "is_public": "True", "name": "2.6-5.1 MeV", "parameter": "vo2_crs_fedo", "start_date": "1979-07-03T00:07:30Z", "stop_date": "1979-08-03T23:52:30Z", "xmlid": "vo2_crs_fedo(0)"}, "vo2_crs_fedo1": {"__spz_name__": "5.1-8.0 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_crs_fedo(1)", "dataset": "vo2-crs-ele", "index1": "1", "is_public": "True", "name": "5.1-8.0 MeV", "parameter": "vo2_crs_fedo", "start_date": "1979-07-03T00:07:30Z", "stop_date": "1979-08-03T23:52:30Z", "xmlid": "vo2_crs_fedo(1)"}, "vo2_crs_fedo2": {"__spz_name__": "8.0-12.0 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_crs_fedo(2)", "dataset": "vo2-crs-ele", "index1": "2", "is_public": "True", "name": "8.0-12.0 MeV", "parameter": "vo2_crs_fedo", "start_date": "1979-07-03T00:07:30Z", "stop_date": "1979-08-03T23:52:30Z", "xmlid": "vo2_crs_fedo(2)"}, "xmlid": "vo2_crs_fedo"}, "xmlid": "vo2-crs-ele"}, "vo2_crs_ion": {"__spz_name__": "proton flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-crs-ion", "att": "auto/vo2-crs-ion", "dataSource": "ONERA", "desc": "
Sampling: 900S
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Sampling: 96S
Provider: PDS", "is_public": "True", "lastModificationDate": "2013-05-17T15:42:07Z", "lastUpdate": "2013-05-15T17:32:17Z", "measurement_type": "ThermalPlasma", "name": "detector D1", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/CRS/vo2-crs-urad1", "start_date": "1986-01-24T10:09:14Z", "stop_date": "1986-01-24T23:05:14Z", "target": "Uranus", "vo2_urad1_count": {"__spz_name__": "d1 countrate", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_urad1_count", "dataset": "vo2-crs-urad1", "display_type": "timeseries", "is_public": "True", "name": "d1 countrate", "start_date": "1986-01-24T10:09:14Z", "stop_date": "1986-01-24T23:05:14Z", "ucd": "arith.rate", "units": "counts", "xmlid": "vo2_urad1_count"}, "xmlid": "vo2-crs-urad1"}, "vo2_crs_urad2": {"__spz_name__": "detector D2", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-crs-urad2", "att": "auto/vo2-crs-urad2", "dataSource": "PDS", "desc": "
Sampling: 96S
Provider: PDS", "is_public": "True", "lastModificationDate": "2013-05-17T15:42:25Z", "lastUpdate": "2013-05-15T17:36:36Z", "measurement_type": "ThermalPlasma", "name": "detector D2", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/CRS/vo2-crs-urad2", "start_date": "1986-01-24T10:09:02Z", "stop_date": "1986-01-24T23:05:02Z", "target": "Uranus", "vo2_urad2_count": {"__spz_name__": "d2 countrate", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_urad2_count", "dataset": "vo2-crs-urad2", "display_type": "timeseries", "is_public": "True", "name": "d2 countrate", "start_date": "1986-01-24T10:09:02Z", "stop_date": "1986-01-24T23:05:02Z", "ucd": "arith.rate", "units": "counts", "xmlid": "vo2_urad2_count"}, "xmlid": "vo2-crs-urad2"}, "xmlid": "vo2-crs-ura"}, "is_public": "True", "name": "CRS", "vo2_crs_full": {"__spz_name__": "cruise", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-crs-full", "att": "auto/vo2-crs-full", "dataSource": "CDAWeb", "desc": "
Sampling: 1H
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Sampling: 10H
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Sampling: 60S
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{"__spz_name__": "> 0.252 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_lecp_feio(5)", "dataset": "vo2-lecp-ele", "index1": "5", "is_public": "True", "name": "> 0.252 MeV", "parameter": "vo2_lecp_feio", "start_date": "1979-06-17T00:23:18Z", "stop_date": "1979-10-10T20:43:57Z", "xmlid": "vo2_lecp_feio(5)"}, "vo2_lecp_feio6": {"__spz_name__": "> 0.48 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_lecp_feio(6)", "dataset": "vo2-lecp-ele", "index1": "6", "is_public": "True", "name": "> 0.48 MeV", "parameter": "vo2_lecp_feio", "start_date": "1979-06-17T00:23:18Z", "stop_date": "1979-10-10T20:43:57Z", "xmlid": "vo2_lecp_feio(6)"}, "vo2_lecp_feio7": {"__spz_name__": "> 0.853 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_lecp_feio(7)", "dataset": "vo2-lecp-ele", "index1": "7", "is_public": "True", "name": "> 0.853 MeV", "parameter": "vo2_lecp_feio", "start_date": "1979-06-17T00:23:18Z", "stop_date": "1979-10-10T20:43:57Z", "xmlid": "vo2_lecp_feio(7)"}, "vo2_lecp_feio8": {"__spz_name__": "> 2.1 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_lecp_feio(8)", "dataset": "vo2-lecp-ele", "index1": "8", "is_public": "True", "name": "> 2.1 MeV", "parameter": "vo2_lecp_feio", "start_date": "1979-06-17T00:23:18Z", "stop_date": "1979-10-10T20:43:57Z", "xmlid": "vo2_lecp_feio(8)"}, "xmlid": "vo2_lecp_feio"}, "xmlid": "vo2-lecp-ele"}, "vo2_lecp_ion": {"__spz_name__": "ion flux", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-lecp-ion", "att": "auto/vo2-lecp-ion", "dataSource": "ONERA", "desc": "
MinSampling: 96S; MaxSampling: 1536S
Provider: ONERA", "is_public": "True", "lastModificationDate": "2012-09-13T13:35:39Z", "lastUpdate": "2012-09-13T13:34:01Z", "maxSampling": "1536S", "measurement_type": "EnergeticParticles", "name": "ion flux", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/LECP/vo2-lecp-ion", "start_date": "1979-06-17T00:23:18Z", "stop_date": "1979-10-10T20:43:57Z", "target": "Jupiter", "vo2_lecp_fado": {"__spz_name__": "flux diff : alphas", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_lecp_fado", "dataset": "vo2-lecp-ion", "display_type": "stackplot", "is_public": "True", "name": "flux diff : alphas", "size": "2", "start_date": "1979-06-17T00:23:18Z", "stop_date": "1979-10-10T20:43:57Z", "ucd": "phys.flux;phys.atmol.ionStage", "units": "cm-2.s-1.sr-1.MeV-1", "vo2_lecp_fado0": {"__spz_name__": "1.04-1.85 MeV", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": 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MinSampling: 24S; MaxSampling: 384S
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Sampling: 1H
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Sampling: 1.92S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:08:33Z", "lastUpdate": "2012-03-06T19:08:36Z", "measurement_type": "MagneticField", "name": "rtn", "processing_level": "Calibrated", "sampling": "1.92S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/MAG/vo2-mag-juprtn", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "target": "Jupiter", "vo2_b_juprtn": {"__spz_name__": "b_rtn", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_b_juprtn", "dataset": "vo2-mag-juprtn", "display_type": "timeseries", "is_public": "True", "name": "b_rtn", "size": "3", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "ucd": "phys.magField", "units": "nT", "vo2_b_juprtn0": {"__spz_name__": "br", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_juprtn(0)", "dataset": "vo2-mag-juprtn", "index1": "0", "is_public": "True", "name": "br", "parameter": "vo2_b_juprtn", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "xmlid": "vo2_b_juprtn(0)"}, "vo2_b_juprtn1": {"__spz_name__": "bt", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_juprtn(1)", "dataset": "vo2-mag-juprtn", "index1": "1", "is_public": "True", "name": "bt", "parameter": "vo2_b_juprtn", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "xmlid": "vo2_b_juprtn(1)"}, "vo2_b_juprtn2": {"__spz_name__": "bn", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_juprtn(2)", "dataset": "vo2-mag-juprtn", "index1": "2", "is_public": "True", "name": "bn", "parameter": "vo2_b_juprtn", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "xmlid": "vo2_b_juprtn(2)"}, "xmlid": "vo2_b_juprtn"}, "vo2_b_juprtn_phi": {"__spz_name__": "phi", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_b_juprtn_phi", "dataset": "vo2-mag-juprtn", "description": "Magnetic field phi angle", "display_type": "timeseries", "is_public": "True", "name": "phi", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "ucd": "phys.magField", "units": "degrees", "xmlid": "vo2_b_juprtn_phi"}, "vo2_b_juprtn_theta": {"__spz_name__": "theta", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_b_juprtn_theta", "dataset": "vo2-mag-juprtn", "description": "Magnetic field theta angle", "display_type": "timeseries", "is_public": "True", "name": "theta", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "ucd": "phys.magField", "units": "degrees", "xmlid": "vo2_b_juprtn_theta"}, "vo2_bmag_juprtn": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_bmag_juprtn", "dataset": "vo2-mag-juprtn", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1979-06-20T00:00:00Z", "stop_date": "1979-08-19T00:00:42Z", "ucd": "phys.magField", "units": "nT", "xmlid": "vo2_bmag_juprtn"}, "xmlid": "vo2-mag-juprtn"}, "vo2_mag_jupsys3": {"__spz_name__": "sys3", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-mag-jupsys3", "att": "auto/vo2-mag-jupsys3", "dataSource": "PDS", "desc": "
Sampling: 1.92S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:08:37Z", "lastUpdate": "2012-03-06T19:08:40Z", "measurement_type": "MagneticField", "name": "sys3", "processing_level": "Calibrated", "sampling": "1.92S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/MAG/vo2-mag-jupsys3", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:54Z", "target": "Jupiter", "vo2_b_jupsys3": {"__spz_name__": "b_sys3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_b_jupsys3", "dataset": "vo2-mag-jupsys3", "display_type": "timeseries", "is_public": "True", "name": "b_sys3", "size": "3", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:54Z", "ucd": "phys.magField", "units": "nT", "vo2_b_jupsys30": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_jupsys3(0)", "dataset": "vo2-mag-jupsys3", "index1": "0", "is_public": "True", "name": "bx", "parameter": "vo2_b_jupsys3", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:54Z", "xmlid": "vo2_b_jupsys3(0)"}, "vo2_b_jupsys31": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_jupsys3(1)", "dataset": "vo2-mag-jupsys3", "index1": "1", "is_public": "True", "name": "by", "parameter": "vo2_b_jupsys3", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:54Z", "xmlid": "vo2_b_jupsys3(1)"}, "vo2_b_jupsys32": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_jupsys3(2)", "dataset": "vo2-mag-jupsys3", "index1": "2", "is_public": "True", "name": "bz", "parameter": "vo2_b_jupsys3", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:54Z", "xmlid": "vo2_b_jupsys3(2)"}, "xmlid": "vo2_b_jupsys3"}, "vo2_bmag_jupsys3": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_bmag_jupsys3", "dataset": "vo2-mag-jupsys3", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:54Z", "ucd": "phys.magField", "units": "nT", "xmlid": "vo2_bmag_jupsys3"}, "xmlid": "vo2-mag-jupsys3"}, "vo2_mag_jupsys348s": {"__spz_name__": "sys3 48s", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-mag-jupsys348s", "att": "auto/vo2-mag-jupsys348s", "dataSource": "PDS", "desc": "
Sampling: 48S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:08:32Z", "lastUpdate": "2012-03-06T19:08:32Z", "measurement_type": "MagneticField", "name": "sys3 48s", "processing_level": "Calibrated", "sampling": "48S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/MAG/vo2-mag-jupsys348s", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:08Z", "target": "Jupiter", "vo2_b_jupsys348s": {"__spz_name__": "b_sys3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_b_jupsys348s", "dataset": "vo2-mag-jupsys348s", "display_type": "timeseries", "is_public": "True", "name": "b_sys3", "size": "3", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:08Z", "ucd": "phys.magField", "units": "nT", "vo2_b_jupsys348s0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_jupsys348s(0)", "dataset": "vo2-mag-jupsys348s", "index1": "0", "is_public": "True", "name": "bx", "parameter": "vo2_b_jupsys348s", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:08Z", "xmlid": "vo2_b_jupsys348s(0)"}, "vo2_b_jupsys348s1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_jupsys348s(1)", "dataset": "vo2-mag-jupsys348s", "index1": "1", "is_public": "True", "name": "by", "parameter": "vo2_b_jupsys348s", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:08Z", "xmlid": "vo2_b_jupsys348s(1)"}, "vo2_b_jupsys348s2": {"__spz_name__": "br", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_jupsys348s(2)", "dataset": "vo2-mag-jupsys348s", "index1": "2", "is_public": "True", "name": "br", "parameter": "vo2_b_jupsys348s", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:08Z", "xmlid": "vo2_b_jupsys348s(2)"}, "xmlid": "vo2_b_jupsys348s"}, "vo2_bmag_jupsys348s": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_bmag_jupsys348s", "dataset": "vo2-mag-jupsys348s", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1979-07-05T00:00:47Z", "stop_date": "1979-08-12T16:55:08Z", "ucd": "phys.magField", "units": "nT", "xmlid": "vo2_bmag_jupsys348s"}, "xmlid": "vo2-mag-jupsys348s"}, "xmlid": "vo2-mag-jup"}, "flyby_neptune": {"__spz_name__": "flyby neptune", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "vo2-mag-nep", "is_public": "True", "name": "flyby neptune", "vo2_mag_nepnls": {"__spz_name__": "nls", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-mag-nepnls", "att": "auto/vo2-mag-nepnls", "dataSource": "PDS", "desc": "Neptune Longitude System
Sampling: 12S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:08:41Z", "lastUpdate": "2012-03-06T19:08:41Z", "measurement_type": "MagneticField", "name": "nls", "processing_level": "Calibrated", "sampling": "12S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/MAG/vo2-mag-nepnls", "start_date": "1989-08-24T18:00:00Z", "stop_date": "1989-08-26T08:19:48Z", "target": "Neptune", "vo2_b_nepnls": {"__spz_name__": "b_nls", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_b_nepnls", "dataset": "vo2-mag-nepnls", "display_type": "timeseries", "is_public": "True", "name": "b_nls", "size": "3", "start_date": "1989-08-24T18:00:00Z", "stop_date": "1989-08-26T08:19:48Z", "ucd": "phys.magField", "units": "nT", "vo2_b_nepnls0": {"__spz_name__": "br", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_nepnls(0)", "dataset": "vo2-mag-nepnls", "index1": "0", "is_public": "True", "name": "br", "parameter": "vo2_b_nepnls", "start_date": "1989-08-24T18:00:00Z", "stop_date": "1989-08-26T08:19:48Z", "xmlid": "vo2_b_nepnls(0)"}, "vo2_b_nepnls1": {"__spz_name__": "btheta", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_nepnls(1)", "dataset": "vo2-mag-nepnls", "index1": "1", "is_public": "True", "name": "btheta", "parameter": "vo2_b_nepnls", "start_date": "1989-08-24T18:00:00Z", "stop_date": "1989-08-26T08:19:48Z", "xmlid": "vo2_b_nepnls(1)"}, "vo2_b_nepnls2": {"__spz_name__": "bphi", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "vo2_b_nepnls(2)", "dataset": "vo2-mag-nepnls", "index1": "2", "is_public": "True", "name": "bphi", "parameter": "vo2_b_nepnls", "start_date": "1989-08-24T18:00:00Z", "stop_date": "1989-08-26T08:19:48Z", "xmlid": "vo2_b_nepnls(2)"}, "xmlid": "vo2_b_nepnls"}, "vo2_bmag_nepnls": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_bmag_nepnls", "dataset": "vo2-mag-nepnls", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1989-08-24T18:00:00Z", "stop_date": "1989-08-26T08:19:48Z", "ucd": "phys.magField", "units": "nT", "xmlid": "vo2_bmag_nepnls"}, "xmlid": "vo2-mag-nepnls"}, "vo2_mag_neprtn": {"__spz_name__": "rtn", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-mag-neprtn", "att": "auto/vo2-mag-neprtn", "dataSource": "PDS", "desc": "
Sampling: 1.92S
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Sampling: 1.92S
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Sampling: 1.92S
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Sampling: 1.92S
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Sampling: 1.92S
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Sampling: 1H
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Sampling: 96S
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Sampling: 96S
Provider: PDS", "is_public": "True", "lastModificationDate": "2012-03-06T19:08:25Z", "lastUpdate": "2012-03-06T19:08:25Z", "measurement_type": "ThermalPlasma", "name": "ion moments", "processing_level": "Calibrated", "sampling": "96S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PLS/vo2-pls-ionjup", "start_date": "1979-07-04T12:02:47Z", "stop_date": "1979-07-10T11:59:35Z", "target": "Jupiter", "vo2_density_ionjup": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_density_ionjup", "dataset": "vo2-pls-ionjup", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1979-07-04T12:02:47Z", "stop_date": "1979-07-10T11:59:35Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vo2_density_ionjup"}, "xmlid": "vo2-pls-ionjup"}, "xmlid": "vo2-pls-jup"}, "flyby_uranus": {"__spz_name__": "flyby uranus", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "vo2-pls-ura", "is_public": "True", "name": "flyby uranus", "vo2_pls_uraelebr": {"__spz_name__": "electron moments (browse)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pls-uraelebr", "att": "auto/vo2-pls-uraelebr", "dataSource": "PDS", "desc": "
Sampling: 48S
Provider: PDS", "is_public": "True", "lastModificationDate": "2013-05-17T15:24:31Z", "lastUpdate": "2013-05-14T14:23:22Z", "measurement_type": "ThermalPlasma", "name": "electron moments (browse)", "processing_level": "Calibrated", "sampling": "48S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PLS/vo2-pls-uraelebr", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "target": "Uranus", "vo2_fitdens_elebrura": {"__spz_name__": "density thermal", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_fitdens_elebrura", "dataset": "vo2-pls-uraelebr", "display_type": "timeseries", "is_public": "True", "name": "density thermal", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "vo2_fitdens_elebrura"}, "vo2_fittemp_elebrura": {"__spz_name__": "temperature thermal", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_fittemp_elebrura", "dataset": "vo2-pls-uraelebr", "display_type": "timeseries", "is_public": "True", "name": "temperature thermal", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.temperature;phys.electron", "units": "eV", "xmlid": "vo2_fittemp_elebrura"}, "vo2_momdens_elebrura": {"__spz_name__": "density supra", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_momdens_elebrura", "dataset": "vo2-pls-uraelebr", "display_type": "timeseries", "is_public": "True", "name": "density supra", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "vo2_momdens_elebrura"}, "vo2_momtemp_elebrura": {"__spz_name__": "temperature supra", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_momtemp_elebrura", "dataset": "vo2-pls-uraelebr", "display_type": "timeseries", "is_public": "True", "name": "temperature supra", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.temperature;phys.electron", "units": "eV", "xmlid": "vo2_momtemp_elebrura"}, "vo2_totdens_elebrura": {"__spz_name__": "density total", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_totdens_elebrura", "dataset": "vo2-pls-uraelebr", "display_type": "timeseries", "is_public": "True", "name": "density total", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "vo2_totdens_elebrura"}, "vo2_tottemp_elebrura": {"__spz_name__": "temperature total", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_tottemp_elebrura", "dataset": "vo2-pls-uraelebr", "display_type": "timeseries", "is_public": "True", "name": "temperature total", "start_date": "1986-01-24T07:07:41Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.temperature;phys.electron", "units": "eV", "xmlid": "vo2_tottemp_elebrura"}, "xmlid": "vo2-pls-uraelebr"}, "vo2_pls_uraelefit": {"__spz_name__": "electron moments (fit)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pls-uraelefit", "att": "auto/vo2-pls-uraelefit", "dataSource": "PDS", "desc": "
Sampling: 48S
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"start_date": "1986-01-24T07:06:31Z", "stop_date": "1986-01-24T23:59:19Z", "ucd": "phys.potential;phys.electField;instr.obsty", "units": "V", "xmlid": "vo2_usc_elefitura"}, "xmlid": "vo2-pls-uraelefit"}, "vo2_pls_uraionbr": {"__spz_name__": "ion moments (browse)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pls-uraionbr", "att": "auto/vo2-pls-uraionbr", "dataSource": "PDS", "desc": "
Sampling: 48S
Provider: PDS", "is_public": "True", "lastModificationDate": "2013-05-17T15:27:01Z", "lastUpdate": "2013-05-14T18:37:58Z", "measurement_type": "ThermalPlasma", "name": "ion moments (browse)", "processing_level": "Calibrated", "sampling": "48S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PLS/vo2-pls-uraionbr", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "target": "Uranus", "vo2_totdens_ionbrura": {"__spz_name__": "density total", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_totdens_ionbrura", "dataset": "vo2-pls-uraionbr", "display_type": "timeseries", "is_public": "True", "name": "density total", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vo2_totdens_ionbrura"}, "xmlid": "vo2-pls-uraionbr"}, "vo2_pls_uraionfit": {"__spz_name__": "ion moments (fit)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pls-uraionfit", "att": "auto/vo2-pls-uraionfit", "dataSource": "PDS", "desc": "
Sampling: 48S
Provider: PDS", "is_public": "True", "lastModificationDate": "2013-05-17T15:27:50Z", "lastUpdate": "2013-05-15T09:40:53Z", "measurement_type": "ThermalPlasma", "name": "ion moments (fit)", "processing_level": "Calibrated", "sampling": "48S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PLS/vo2-pls-uraionfit", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "target": "Uranus", "vo2_comp1dens_ionfitura": {"__spz_name__": "density comp1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_comp1dens_ionfitura", "dataset": "vo2-pls-uraionfit", "display_type": "timeseries", "is_public": "True", "name": "density comp1", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vo2_comp1dens_ionfitura"}, "vo2_comp1thspeed_ionfitura": {"__spz_name__": "thermal speed comp1", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_comp1thspeed_ionfitura", "dataset": "vo2-pls-uraionfit", "display_type": "timeseries", "is_public": "True", "name": "thermal speed comp1", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km.s-1", "xmlid": "vo2_comp1thspeed_ionfitura"}, "vo2_comp2dens_ionfitura": {"__spz_name__": "density comp2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_comp2dens_ionfitura", "dataset": "vo2-pls-uraionfit", "display_type": "timeseries", "is_public": "True", "name": "density comp2", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vo2_comp2dens_ionfitura"}, "vo2_comp2thspeed_ionfitura": {"__spz_name__": "thermal speed comp2", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_comp2thspeed_ionfitura", "dataset": "vo2-pls-uraionfit", "display_type": "timeseries", "is_public": "True", "name": "thermal speed comp2", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km.s-1", "xmlid": "vo2_comp2thspeed_ionfitura"}, "vo2_comp3dens_ionfitura": {"__spz_name__": "density comp3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_comp3dens_ionfitura", "dataset": "vo2-pls-uraionfit", "display_type": "timeseries", "is_public": "True", "name": "density comp3", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.density;phys.atmol.ionStage", "units": "cm-3", "xmlid": "vo2_comp3dens_ionfitura"}, "vo2_comp3thspeed_ionfitura": {"__spz_name__": "thermal speed comp3", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_comp3thspeed_ionfitura", "dataset": "vo2-pls-uraionfit", "display_type": "timeseries", "is_public": "True", "name": "thermal speed comp3", "start_date": "1986-01-24T15:01:48Z", "stop_date": "1986-01-24T19:55:24Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km.s-1", "xmlid": "vo2_comp3thspeed_ionfitura"}, "xmlid": "vo2-pls-uraionfit"}, "xmlid": "vo2-pls-ura"}, "is_public": "True", "name": "PLS", "vo2_pls_full": {"__spz_name__": "cruise", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pls-full", "att": "auto/vo2-pls-full", "dataSource": "CDAWeb", "desc": "
Sampling: 1H
Provider: CDAWeb", "is_public": "True", "lastModificationDate": "2023-01-12T16:05:39Z", "lastUpdate": "2023-01-12T16:05:39Z", "measurement_type": "ThermalPlasma", "name": "cruise", "processing_level": "Calibrated", "sampling": "1H", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PLS/vo2-pls-full", "start_date": "1977-08-01T00:00:00Z", "stop_date": "2018-11-30T23:00:00Z", "target": "Heliosphere", "vo2_az_full": {"__spz_name__": "velocity : azimuth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_az_full", "dataset": "vo2-pls-full", "description": "Proton velocity azimuth angle", "display_type": "timeseries", "is_public": "True", "name": "velocity : azimuth", "start_date": "1977-08-01T00:00:00Z", "stop_date": "2018-11-30T23:00:00Z", "ucd": "phys.veloc;phys.particle.proton", "units": "deg", "xmlid": "vo2_az_full"}, "vo2_dens_full": {"__spz_name__": "density h+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_dens_full", "dataset": "vo2-pls-full", "description": "Proton density", "display_type": "timeseries", "is_public": "True", "name": "density h+", "start_date": "1977-08-01T00:00:00Z", "stop_date": "2018-11-30T23:00:00Z", "ucd": "phys.density;phys.particle.proton", "units": "cm-3", "xmlid": "vo2_dens_full"}, "vo2_el_full": {"__spz_name__": "velocity : elevation", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_el_full", "dataset": "vo2-pls-full", "description": "Proton velocity elevation angle", "display_type": "timeseries", "is_public": "True", "name": "velocity : elevation", "start_date": "1977-08-01T00:00:00Z", "stop_date": "2018-11-30T23:00:00Z", "ucd": "phys.veloc;phys.particle.proton", "units": "deg", "xmlid": "vo2_el_full"}, "vo2_temp_full": {"__spz_name__": "temperature h+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_temp_full", "dataset": "vo2-pls-full", "description": "Proton radial temperature calculated from thermal speed (T = 60.5*Vth^2)", "display_type": "timeseries", "is_public": "True", "name": "temperature h+", "start_date": "1977-08-01T00:00:00Z", "stop_date": "2018-11-30T23:00:00Z", "ucd": "phys.temperature;phys.particle.proton", "units": "K", "xmlid": "vo2_temp_full"}, "vo2_vel_full": {"__spz_name__": "velocity h+", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_vel_full", "dataset": "vo2-pls-full", "description": "Proton velocity", "display_type": "timeseries", "is_public": "True", "name": "velocity h+", "start_date": "1977-08-01T00:00:00Z", "stop_date": "2018-11-30T23:00:00Z", "ucd": "phys.veloc;phys.particle.proton", "units": "km/s", "xmlid": "vo2_vel_full"}, "xmlid": "vo2-pls-full"}, "xmlid": "Voyager2_pls"}, "PWS": {"__spz_name__": "PWS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Voyager2_pws", "att": "auto/Voyager2_pws", "desc": "Plasma Wave System
WaveformReceiver", "flyby_jupiter": {"__spz_name__": "flyby jupiter", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "vo2-pws-jup", "is_public": "True", "name": "flyby jupiter", "vo2_pws_data": {"__spz_name__": "plasma frequency", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pws-data", "att": "auto/vo2-pws-data", "dataSource": "PDS", "desc": "
Sampling: 1S
Provider: PDS", "is_public": "True", "lastModificationDate": "2011-12-20T15:19:40Z", "lastUpdate": "2011-12-20T15:14:16Z", "measurement_type": "ThermalPlasma", "name": "plasma frequency", "processing_level": "Calibrated", "sampling": "1S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PWS/vo2-pws-data", "start_date": "1979-07-04T23:44:47Z", "stop_date": "1979-07-11T23:58:22Z", "target": "Jupiter", "vo2_density_pws": {"__spz_name__": "density e-", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_density_pws", "dataset": "vo2-pws-data", "display_type": "timeseries", "is_public": "True", "name": "density e-", "start_date": "1979-07-04T23:44:47Z", "stop_date": "1979-07-11T23:58:22Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "vo2_density_pws"}, "xmlid": "vo2-pws-data"}, "xmlid": "vo2-pws-jup"}, "flyby_uranus": {"__spz_name__": "flyby uranus", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "vo2-pws-ura", "is_public": "True", "name": "flyby uranus", "vo2_pws_ura48s": {"__spz_name__": "electric field", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "vo2-pws-ura48s", "att": "auto/vo2-pws-ura48s", "dataSource": "PDS", "desc": "
Sampling: 48S
Provider: PDS", "is_public": "True", "lastModificationDate": "2013-05-17T15:33:08Z", "lastUpdate": "2013-05-16T14:49:09Z", "measurement_type": "ThermalPlasma", "name": "electric field", "processing_level": "Calibrated", "sampling": "48S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Voyager2/PWS/vo2-pws-ura48s", "start_date": "1986-01-23T00:00:00Z", "stop_date": "1986-01-30T23:59:12Z", "target": "Uranus", "vo2_pws_uraspec48s": {"__spz_name__": "spectra", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "vo2_pws_uraspec48s", "dataset": "vo2-pws-ura48s", "display_type": "spectrogram", "is_public": "True", "name": "spectra", "start_date": "1986-01-23T00:00:00Z", "stop_date": "1986-01-30T23:59:12Z", "ucd": "phys.density;phys.electron", "units": "Hz", "xmlid": "vo2_pws_uraspec48s"}, "xmlid": "vo2-pws-ura48s"}, "xmlid": "vo2-pws-ura"}, "is_public": "True", "name": "PWS", "xmlid": "Voyager2_pws"}, "__spz_name__": "Voyager 2", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Voyager2", "att": "auto/Voyager2", "desc": "1977-076A
1977-08-20T14:29:00", "is_public": "True", "name": "Voyager 2", "rank": "4", "target": "Heliosphere.NearEarth", "xmlid": "Voyager2"}, "__spz_name__": "Voyager", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Voyager", "att": "auto/Voyager", "desc": "Voyager Mission
1977-09-05T12:56:00", "is_public": "True", "name": "Voyager", "rank": "999", "target": "Heliosphere.Outer", "xmlid": "Voyager"}, "Wind": {"Ephemeris": {"__spz_name__": "Ephemeris", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Wind_ephemeris", "att": "auto/Wind_ephemeris", "desc": "", "is_public": "True", "name": "Ephemeris", "wnd_orb_all": {"__spz_name__": "orbit earth", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "wnd-orb-all", "att": "auto/wnd-orb-all", "dataSource": "CDAWeb", "desc": "
Sampling: 10M
Provider: CDAWeb", "is_public": "True", "lastModificationDate": "2024-10-06T22:07:46Z", "lastUpdate": "2024-10-06T22:07:46Z", "measurement_type": "Ephemeris", "name": "orbit earth", "processing_level": "Calibrated", "sampling": "10M", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Wind/Ephemeris/wnd-orb-all", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "wnd_lat_hee": {"__spz_name__": "lat hee", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_lat_hee", "dataset": "wnd-orb-all", "display_type": "timeseries", "is_public": "True", "name": "lat hee", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "units": "deg", "xmlid": "wnd_lat_hee"}, "wnd_lon_hee": {"__spz_name__": "lon hee", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_lon_hee", "dataset": "wnd-orb-all", "display_type": "timeseries", "is_public": "True", "name": "lon hee", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "units": "deg", "xmlid": "wnd_lon_hee"}, "wnd_r": {"__spz_name__": "distance wind-earth", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_r", "dataset": "wnd-orb-all", "display_type": "timeseries", "is_public": "True", "name": "distance wind-earth", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "ucd": "pos.distance", "units": "Re", "xmlid": "wnd_r"}, "wnd_r_sun": {"__spz_name__": "distance wind-sun", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_r_sun", "dataset": "wnd-orb-all", "display_type": "timeseries", "is_public": "True", "name": "distance wind-sun", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "ucd": "pos.distance", "units": "AU", "xmlid": "wnd_r_sun"}, "wnd_xyz_gse": {"__spz_name__": "xyz_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_xyz_gse", "dataset": "wnd-orb-all", "description": "Position in GSE coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_gse", "size": "3", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "wnd_xyz_gse0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_gse(0)", "dataset": "wnd-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "wnd_xyz_gse", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_gse(0)"}, "wnd_xyz_gse1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_gse(1)", "dataset": "wnd-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "wnd_xyz_gse", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_gse(1)"}, "wnd_xyz_gse2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_gse(2)", "dataset": "wnd-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "wnd_xyz_gse", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_gse(2)"}, "xmlid": "wnd_xyz_gse"}, "wnd_xyz_gsm": {"__spz_name__": "xyz_gsm", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_xyz_gsm", "dataset": "wnd-orb-all", "description": "Position in GSM coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_gsm", "size": "3", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "Re", "wnd_xyz_gsm0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_gsm(0)", "dataset": "wnd-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "wnd_xyz_gsm", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_gsm(0)"}, "wnd_xyz_gsm1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_gsm(1)", "dataset": "wnd-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "wnd_xyz_gsm", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_gsm(1)"}, "wnd_xyz_gsm2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_gsm(2)", "dataset": "wnd-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "wnd_xyz_gsm", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_gsm(2)"}, "xmlid": "wnd_xyz_gsm"}, "wnd_xyz_hee": {"__spz_name__": "xyz_hee", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_xyz_hee", "dataset": "wnd-orb-all", "description": "Position in HEE coordinates", "display_type": "timeseries", "is_public": "True", "name": "xyz_hee", "size": "3", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "ucd": "pos.ephem;pos.earth;instr.obsty", "units": "AU", "wnd_xyz_hee0": {"__spz_name__": "x", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_hee(0)", "dataset": "wnd-orb-all", "index1": "0", "is_public": "True", "name": "x", "parameter": "wnd_xyz_hee", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_hee(0)"}, "wnd_xyz_hee1": {"__spz_name__": "y", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_hee(1)", "dataset": "wnd-orb-all", "index1": "1", "is_public": "True", "name": "y", "parameter": "wnd_xyz_hee", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_hee(1)"}, "wnd_xyz_hee2": {"__spz_name__": "z", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_xyz_hee(2)", "dataset": "wnd-orb-all", "index1": "2", "is_public": "True", "name": "z", "parameter": "wnd_xyz_hee", "start_date": "1994-08-07T00:00:00Z", "stop_date": "2024-10-06T23:50:00Z", "xmlid": "wnd_xyz_hee(2)"}, "xmlid": "wnd_xyz_hee"}, "xmlid": "wnd-orb-all"}, "xmlid": "Wind_ephemeris"}, "MFI": {"__spz_name__": "MFI", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Wind_mfi", "att": "auto/Wind_mfi", "desc": "Wind Magnetic Field Investigation
Magnetometer", "is_public": "True", "name": "MFI", "wnd_mfi_high": {"__spz_name__": "3 sec (wi_h0_mfi)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "wnd-mfi-high", "att": "auto/wnd-mfi-high", "dataSource": "CDAWeb", "desc": "
Sampling: 3S
Provider: CDAWeb", "is_public": "True", "lastModificationDate": "2024-09-30T08:34:30Z", "lastUpdate": "2024-09-30T08:34:30Z", "measurement_type": "MagneticField", "name": "3 sec (wi_h0_mfi)", "processing_level": "Calibrated", "sampling": "3S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Wind/MFI/wnd-mfi-high", "start_date": "1994-11-12T00:00:01Z", "stop_date": "2024-09-23T23:59:58Z", "target": "Heliosphere.NearEarth", "wnd_bh": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_bh", "dataset": "wnd-mfi-high", "description": "Magnetic field vector in GSE coordinates", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "1994-11-12T00:00:01Z", "stop_date": "2024-09-23T23:59:58Z", "ucd": "phys.magField", "units": "nT", "wnd_bh0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_bh(0)", "dataset": "wnd-mfi-high", "index1": "0", "is_public": "True", "name": "bx", "parameter": "wnd_bh", "start_date": "1994-11-12T00:00:01Z", "stop_date": "2024-09-23T23:59:58Z", "xmlid": "wnd_bh(0)"}, "wnd_bh1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_bh(1)", "dataset": "wnd-mfi-high", "index1": "1", "is_public": "True", "name": "by", "parameter": "wnd_bh", "start_date": "1994-11-12T00:00:01Z", "stop_date": "2024-09-23T23:59:58Z", "xmlid": "wnd_bh(1)"}, "wnd_bh2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_bh(2)", "dataset": "wnd-mfi-high", "index1": "2", "is_public": "True", "name": "bz", "parameter": "wnd_bh", "start_date": "1994-11-12T00:00:01Z", "stop_date": "2024-09-23T23:59:58Z", "xmlid": "wnd_bh(2)"}, "xmlid": "wnd_bh"}, "wnd_bmagh": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_bmagh", "dataset": "wnd-mfi-high", "description": "Magnetic field magnitudes", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1994-11-12T00:00:01Z", "stop_date": "2024-09-23T23:59:58Z", "ucd": "phys.magField", "units": "nT", "xmlid": "wnd_bmagh"}, "xmlid": "wnd-mfi-high"}, "wnd_mfi_kp": {"__spz_name__": "key parametres (wi_k0_mfi)", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "wnd-mfi-kp", "att": "auto/wnd-mfi-kp", "dataSource": "CDAWeb", "desc": "
Sampling: 60S
Provider: CDAWeb", "is_public": "True", "lastModificationDate": "2024-09-30T08:34:30Z", "lastUpdate": "2024-09-30T08:34:30Z", "measurement_type": "MagneticField", "name": "key parametres (wi_k0_mfi)", "processing_level": "Calibrated", "sampling": "60S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Wind/MFI/wnd-mfi-kp", "start_date": "1994-11-12T00:00:30Z", "stop_date": "2024-09-23T23:59:30Z", "target": "Heliosphere.NearEarth", "wnd_b": {"__spz_name__": "b_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_b", "dataset": "wnd-mfi-kp", "description": "GSE Cartesian components of magnetic field vector", "display_type": "timeseries", "is_public": "True", "name": "b_gse", "size": "3", "start_date": "1994-11-12T00:00:30Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "phys.magField", "units": "nT", "wnd_b0": {"__spz_name__": "bx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_b(0)", "dataset": "wnd-mfi-kp", "index1": "0", "is_public": "True", "name": "bx", "parameter": "wnd_b", "start_date": "1994-11-12T00:00:30Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "wnd_b(0)"}, "wnd_b1": {"__spz_name__": "by", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_b(1)", "dataset": "wnd-mfi-kp", "index1": "1", "is_public": "True", "name": "by", "parameter": "wnd_b", "start_date": "1994-11-12T00:00:30Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "wnd_b(1)"}, "wnd_b2": {"__spz_name__": "bz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_b(2)", "dataset": "wnd-mfi-kp", "index1": "2", "is_public": "True", "name": "bz", "parameter": "wnd_b", "start_date": "1994-11-12T00:00:30Z", "stop_date": "2024-09-23T23:59:30Z", "xmlid": "wnd_b(2)"}, "xmlid": "wnd_b"}, "wnd_bmag": {"__spz_name__": "|b|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_bmag", "dataset": "wnd-mfi-kp", "description": "Average Magnetic Field magnitude", "display_type": "timeseries", "is_public": "True", "name": "|b|", "start_date": "1994-11-12T00:00:30Z", "stop_date": "2024-09-23T23:59:30Z", "ucd": "phys.magField", "units": "nT", "xmlid": "wnd_bmag"}, "xmlid": "wnd-mfi-kp"}, "xmlid": "Wind_mfi"}, "SWE": {"__spz_name__": "SWE", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Wind_swe", "att": "auto/Wind_swe", "desc": "Solar Wind Experiment
FaradayCup", "is_public": "True", "name": "SWE", "wnd_swe_kp": {"__spz_name__": "key parameters", "__spz_provider__": "amda", "__spz_type__": "DatasetIndex", "__spz_uid__": "wnd-swe-kp", "att": "auto/wnd-swe-kp", "dataSource": "CDAWeb", "desc": "
Sampling: 90S
Provider: CDAWeb", "is_public": "True", "lastModificationDate": "2024-10-06T22:08:05Z", "lastUpdate": "2024-10-06T22:08:05Z", "measurement_type": "MagneticField", "name": "key parameters", "processing_level": "Calibrated", "sampling": "90S", "spaseId": "spase://CNES/NumericalData/CDPP-AMDA/Wind/SWE/wnd-swe-kp", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "target": "Heliosphere.NearEarth", "wnd_swe_n": {"__spz_name__": "density", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_swe_n", "dataset": "wnd-swe-kp", "display_type": "timeseries", "is_public": "True", "name": "density", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "ucd": "phys.density;phys.electron", "units": "cm-3", "xmlid": "wnd_swe_n"}, "wnd_swe_pdyn": {"__spz_name__": "ram pressure", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_swe_pdyn", "dataset": "wnd-swe-kp", "description": "P = 2*10e-6 * Np * Vp^2", "display_type": "timeseries", "is_public": "True", "name": "ram pressure", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "units": "nPa", "xmlid": "wnd_swe_pdyn"}, "wnd_swe_v": {"__spz_name__": "v_gse", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_swe_v", "dataset": "wnd-swe-kp", "display_type": "timeseries", "is_public": "True", "name": "v_gse", "size": "3", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "wnd_swe_v0": {"__spz_name__": "vx", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_swe_v(0)", "dataset": "wnd-swe-kp", "index1": "0", "is_public": "True", "name": "vx", "parameter": "wnd_swe_v", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "xmlid": "wnd_swe_v(0)"}, "wnd_swe_v1": {"__spz_name__": "vy", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_swe_v(1)", "dataset": "wnd-swe-kp", "index1": "1", "is_public": "True", "name": "vy", "parameter": "wnd_swe_v", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "xmlid": "wnd_swe_v(1)"}, "wnd_swe_v2": {"__spz_name__": "vz", "__spz_provider__": "amda", "__spz_type__": "ComponentIndex", "__spz_uid__": "wnd_swe_v(2)", "dataset": "wnd-swe-kp", "index1": "2", "is_public": "True", "name": "vz", "parameter": "wnd_swe_v", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "xmlid": "wnd_swe_v(2)"}, "xmlid": "wnd_swe_v"}, "wnd_swe_vmag": {"__spz_name__": "|v|", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_swe_vmag", "dataset": "wnd-swe-kp", "display_type": "timeseries", "is_public": "True", "name": "|v|", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "wnd_swe_vmag"}, "wnd_swe_vth": {"__spz_name__": "v_thermal", "__spz_provider__": "amda", "__spz_type__": "ParameterIndex", "__spz_uid__": "wnd_swe_vth", "dataset": "wnd-swe-kp", "display_type": "timeseries", "is_public": "True", "name": "v_thermal", "start_date": "1994-11-01T12:00:00Z", "stop_date": "2024-10-02T23:58:32Z", "ucd": "phys.veloc;phys.atmol.ionStage", "units": "km/s", "xmlid": "wnd_swe_vth"}, "xmlid": "wnd-swe-kp"}, "xmlid": "Wind_swe"}, "__spz_name__": "Wind", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Wind", "att": "auto/Wind", "desc": "NASA Mission
1994-11-01T04:31:00", "is_public": "True", "name": "Wind", "rank": "4", "target": "Heliosphere.NearEarth", "xmlid": "Wind"}, "__spz_name__": "Parameters", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "Parameters", "desc": "AMDA_Internal_Data_Base", "is_public": "True", "name": "AMDA", "xmlid": "myLocalData-treeRootNode"}, "TimeTables": {"SharedTimeTables": {"EARTH": {"Cluster1_BS_crossings_Nguyen2021": {"__spz_name__": "Cluster1_BS_crossings_Nguyen2021", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_155", "contact": "vincent.genot@irap.omp.eu", "created": "2022-11-08T15:48:36.000000", "description": "Cluster 1 bow shock crossings (2001-2012) from the 4 papers \"Massive Multi-Mission Statistical Study and Analytical Modeling of the Earth's Magnetopause\" by Nguyen et al., 2021\nhttps://doi.org/10.1029/2021JA029773\nhttps://doi.org/10.1029/2021JA029774\nhttps://doi.org/10.1029/2021JA030112\nhttps://doi.org/10.1029/2021JA029776\n\nData can also be found at:\nhttps://zenodo.org/record/5668298\n\nThe shock timing is the middle of the 10min interval.", "id": "sharedtimeTable_155", "is_public": "True", "name": "Cluster1_BS_crossings_Nguyen2021", "nbIntervals": "3225", "nbParam": "0", "sharedBy": "genot", "sharedDate": "2022-11-08T15:53:02+00:00", "surveyStart": "2001-02-04T00:12:00.000", "surveyStop": "2012-06-22T18:24:00.000", "xmlid": "sharedtimeTable_155"}, "Event_list_tail_hall_reconnection_SC1": {"__spz_name__": "Event_list_tail_hall_reconnection_SC1", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_4", "created": "2018-01-18T16:41:14", "description": "Cluster spacecraft 1 event list of ion diffusion region encounters (with Hall signatures), from Eastwood et al. (JGR, in press, 2010).; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_4", "is_public": "True", "name": "Event_list_tail_hall_reconnection_SC1", "nbIntervals": "17", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:41:40+00:00", "surveyStart": "2001-08-22T09:43:00", "surveyStop": "2005-09-26T09:51:00", "xmlid": "sharedtimeTable_4"}, "Event_list_tail_hall_reconnection_SC3": {"__spz_name__": "Event_list_tail_hall_reconnection_SC3", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_5", "created": "2018-01-18T16:41:59", "description": "Cluster spacecraft 3 event list of ion diffusion region encounters (with Hall signatures), from Eastwood et al. (JGR, in press, 2010).; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_5", "is_public": "True", "name": "Event_list_tail_hall_reconnection_SC3", "nbIntervals": "12", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:42:07+00:00", "surveyStart": "2001-08-22T09:43:00", "surveyStop": "2003-10-09T02:27:00", "xmlid": "sharedtimeTable_5"}, "FTE_c1": {"__spz_name__": "FTE_c1", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_0", "created": "2018-01-18T16:25:22", "description": "FTE list from Cluster 1 data. From \"A new multivariate time series data analysis technique: Automated detection of flux transfer events using Cluster data\" by Karimabadi et al., JGR, VOL. 114, A06216, doi:10.1029/2009JA014202, 2009, http://www.agu.org/journal/ja/ja0906/2009JA014202/ The list is available as Auxiliary material \"Data Set S3\" Transformation into AMDA Time Table by V. Genot, CESR, Toulouse, France 29/06/2009. - millisec have been omitted - the original event corresponds to the StartTime of the Time Table - if StopTime-StartTime = 1 sec then the event is a magnetosheath FTE - if StopTime-StartTime = 2 sec then the event is a magnetospheric FTE ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_0", "is_public": "True", "name": "FTE_c1", "nbIntervals": "782", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:26:18+00:00", "surveyStart": "2001-02-02T16:39:57", "surveyStop": "2003-06-19T18:47:50", "xmlid": "sharedtimeTable_0"}, "FTE_c3": {"__spz_name__": "FTE_c3", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_1", "created": "2018-01-18T16:27:29", "description": "FTE list from Cluster 3 data. From \"A new multivariate time series data analysis technique: Automated detection of flux transfer events using Cluster data\" by Karimabadi et al., JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 114, A06216, doi:10.1029/2009JA014202, 2009 http://www.agu.org/journals/ja/ja0906/2009JA014202/ The list is available as Auxiliary material \"Data Set S3\" Transformation into AMDA Time Table by V. Genot, CESR, Toulouse, France 29/06/2009 : - millisec have been omitted - the original event corresponds to the StartTime of the Time Table - if StopTime-StartTime = 1 sec then the event is a magnetosheath FTE - if StopTime-StartTime = 2 sec then the event is a magnetospheric FTE ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_1", "is_public": "True", "name": "FTE_c3", "nbIntervals": "738", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:28:11+00:00", "surveyStart": "2001-02-02T16:27:12", "surveyStop": "2003-06-19T18:47:50", "xmlid": "sharedtimeTable_1"}, "MPX_table": {"__spz_name__": "MPX_table", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_3", "created": "2018-01-18T16:33:34", "description": "Magnetopause crossings from Geosynchronous LANL1994_084 Magnetospheric Plasma Analyzer abs(deriv_((CDAWEB_L4_K0_MPA_temp_hip(1))/(CDAWEB_L4_K0_MPA_dens_hip))/((CDAWEB_L4_K0_MPA_temp_hip(1))/(CDAWEB_L4_K0_MPA_dens_hip)))>0.05; CDAWEB_L4_K0_MPA_temp_hip(1) => parameter from External Data Base; CDAWEB_L4_K0_MPA_dens_hip => parameter from External Data Base; ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_3", "is_public": "True", "name": "MPX_table", "nbIntervals": "19", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:33:58+00:00", "surveyStart": "2000-05-24T01:54:00", "surveyStop": "2000-08-12T06:40:20", "xmlid": "sharedtimeTable_3"}, "SERPENTINE_shock_Wind_cycle25": {"__spz_name__": "SERPENTINE_shock_Wind_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_176", "contact": "plotnikov", "created": "2024-04-22T03:46:36.000000", "description": "In-situ shock crossings at L1 (WInd spacecraft) catalogued in WP4 of SERPENTINE H2020 project (responsible: D. Trotta)", "id": "sharedtimeTable_176", "is_public": "True", "name": "SERPENTINE_shock_Wind_cycle25", "nbIntervals": "27", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-23T11:54:40+00:00", "surveyStart": "2020-12-02T10:11:50.000", "surveyStop": "2023-05-12T06:17:28.000", "xmlid": "sharedtimeTable_176"}, "Storm_SC_1868_1967": {"__spz_name__": "Storm_SC_1868_1967", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_6", "created": "2018-01-18T16:43:51", "description": "Storm Sudden Commencements (SSC) 1868-1967 -- see http://www.ngdc.noaa.gov/stp/SOLAR/ftpSSC.html -- Events +- 30 min; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_6", "is_public": "True", "name": "Storm_SC_1868_1967", "nbIntervals": "2462", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:43:59+00:00", "surveyStart": "2004-02-29T19:46:16", "surveyStop": "2104-02-05T04:52:17", "xmlid": "sharedtimeTable_6"}, "Storm_SC_1968_present": {"__spz_name__": "Storm_SC_1968_present", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_7", "created": "2018-01-18T16:44:17", "description": "Storm Sudden Commencements (SSC) 1968-present -- see http://www.ngdc.noaa.gov/stp/SOLAR/ftpSSC.html -- Events +- 30 min; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_7", "is_public": "True", "name": "Storm_SC_1968_present", "nbIntervals": "1261", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:44:25+00:00", "surveyStart": "1970-01-05T05:37:00", "surveyStop": "2106-01-17T19:13:17", "xmlid": "sharedtimeTable_7"}, "Substorm_onset_Frey": {"__spz_name__": "Substorm_onset_Frey", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_8", "created": "2018-01-18T16:44:44", "description": "Substorm onset observations by the IMAGE-FUV instrument between May 2000 and December 31, 2002 From Frey et al., JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 109, A10304, doi:10.1029/2004JA010607, 2004 see also http://www.agu.org/journals/ja/ja0410/2004JA010607/supplement.shtml Event +- 30 min; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_8", "is_public": "True", "name": "Substorm_onset_Frey", "nbIntervals": "2437", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:44:54+00:00", "surveyStart": "2000-05-16T17:17:17", "surveyStop": "2002-12-31T21:17:54", "xmlid": "sharedtimeTable_8"}, "THEMIS_Substorm_2007_2008_ATHA": {"__spz_name__": "THEMIS_Substorm_2007-2008_ATHA", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_9", "created": "2018-01-18T16:46:54", "description": "THEMIS substorms list based on overview jpegs at station ATHA Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_9", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_ATHA", "nbIntervals": "16", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T17:01:43+00:00", "surveyStart": "2007-12-07T08:33:00", "surveyStop": "2008-04-01T05:38:01", "xmlid": "sharedtimeTable_9"}, "THEMIS_Substorm_2007_2008_CHBG": {"__spz_name__": "THEMIS_Substorm_2007-2008_CHBG", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_10", "created": "2018-01-18T16:47:29", "description": "THEMIS substorms list based on overview jpegs at station CHBG Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_10", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_CHBG", "nbIntervals": "4", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:47:36+00:00", "surveyStart": "2007-12-07T04:04:00", "surveyStop": "2008-03-04T05:38:01", "xmlid": "sharedtimeTable_10"}, "THEMIS_Substorm_2007_2008_FSIM": {"__spz_name__": "THEMIS_Substorm_2007-2008_FSIM", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_11", "created": "2018-01-18T16:47:53", "description": "THEMIS substorms list based on overview jpegs at station FSIM Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_11", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_FSIM", "nbIntervals": "184", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:48:00+00:00", "surveyStart": "2007-12-05T09:04:00", "surveyStop": "2008-04-01T07:37:01", "xmlid": "sharedtimeTable_11"}, "THEMIS_Substorm_2007_2008_FSMI": {"__spz_name__": "THEMIS_Substorm_2007-2008_FSMI", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_12", "created": "2018-01-18T16:48:18", "description": "THEMIS substorms list based on overview jpegs at station FSMI Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_12", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_FSMI", "nbIntervals": "179", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:48:33+00:00", "surveyStart": "2007-12-08T07:10:00", "surveyStop": "2008-04-01T07:26:01", "xmlid": "sharedtimeTable_12"}, "THEMIS_Substorm_2007_2008_FYKN": {"__spz_name__": "THEMIS_Substorm_2007-2008_FYKN", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_13", "created": "2018-01-18T16:48:49", "description": "THEMIS substorms list based on overview jpegs at station FYKN Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_13", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_FYKN", "nbIntervals": "106", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:48:55+00:00", "surveyStart": "2008-01-29T07:40:00", "surveyStop": "2008-03-31T08:56:01", "xmlid": "sharedtimeTable_13"}, "THEMIS_Substorm_2007_2008_GAKO": {"__spz_name__": "THEMIS_Substorm_2007-2008_GAKO", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_14", "created": "2018-01-18T16:49:12", "description": "THEMIS substorms list based on overview jpegs at station GAKO Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_14", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_GAKO", "nbIntervals": "66", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:49:27+00:00", "surveyStart": "2007-12-12T09:59:00", "surveyStop": "2008-03-31T08:56:01", "xmlid": "sharedtimeTable_14"}, "THEMIS_Substorm_2007_2008_GBAY": {"__spz_name__": "THEMIS_Substorm_2007-2008_GBAY", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_15", "created": "2018-01-18T16:49:48", "description": "THEMIS substorms list based on overview jpegs at station GBAY Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_15", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_GBAY", "nbIntervals": "19", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:49:56+00:00", "surveyStart": "2008-01-05T08:50:00", "surveyStop": "2008-04-01T03:51:01", "xmlid": "sharedtimeTable_15"}, "THEMIS_Substorm_2007_2008_GILL": {"__spz_name__": "THEMIS_Substorm_2007-2008_GILL", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_16", "created": "2018-01-18T16:50:16", "description": "THEMIS substorms list based on overview jpegs at station GILL Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_16", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_GILL", "nbIntervals": "150", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:50:22+00:00", "surveyStart": "2007-12-05T01:40:00", "surveyStop": "2008-04-01T07:41:01", "xmlid": "sharedtimeTable_16"}, "THEMIS_Substorm_2007_2008_INUV": {"__spz_name__": "THEMIS_Substorm_2007-2008_INUV", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_17", "created": "2018-01-18T16:50:42", "description": "THEMIS substorms list based on overview jpegs at station INUV Substorm identification is done purely by visible inspection of all-sky images There is no guarantee that a certain feature is really a substorm Please see ftp://justice.ssl.berkeley.edu/events/ for more details; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_17", "is_public": "True", "name": "THEMIS_Substorm_2007-2008_INUV", "nbIntervals": "274", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:50:50+00:00", "surveyStart": "2007-12-01T08:04:00", "surveyStop": "2008-04-02T08:55:01", "xmlid": "sharedtimeTable_17"}, "TT_BOW_CLUSTER": {"__spz_name__": "TT_BOW_CLUSTER", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_2", "created": "2018-01-18T16:31:19", "description": "List of shocks from: MULTIPLE SPACECRAFT BOW SHOCK CROSSINGS DATABASE at NSSDC (http://ftpbrowser.gsfc.nasa.gov/bowshock.html) The original list had only one time per row, the crossing time. In the present table, we substracted 5 min from the crossing time to get the Start Time and added 5 min to get the Stop Time Creation Date : 2007-03-20T17:00:00 ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:48; \n ", "id": "sharedtimeTable_2", "is_public": "True", "name": "TT_BOW_CLUSTER", "nbIntervals": "388", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:31:37+00:00", "surveyStart": "2001-02-02T20:29:00", "surveyStop": "2002-05-20T10:49:00", "xmlid": "sharedtimeTable_2"}, "__spz_name__": "EARTH", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "EARTH_timeTable", "is_public": "True", "name": "EARTH", "shock_SERPENTINE_SOLO_cycle25": {"__spz_name__": "shock_SERPENTINE_SOLO_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_174", "contact": "plotnikov", "created": "2024-04-22T06:20:58.000000", "description": "In-situ shock crossings at Solar Orbiter catalogued in WP4 of SERPENTINE H2020 project (responsible: D. Trotta)", "id": "sharedtimeTable_174", "is_public": "True", "name": "shock_SERPENTINE_SOLO_cycle25", "nbIntervals": "61", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-22T08:05:27+00:00", "surveyStart": "2020-04-19T05:06:15", "surveyStop": "2023-04-22T08:12:11", "xmlid": "sharedtimeTable_174"}, "xmlid": "EARTH_timeTable"}, "FLYBYS": {"__spz_name__": "FLYBYS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "FLYBYS_timeTable", "is_public": "True", "name": "FLYBYS", "xmlid": "FLYBYS_timeTable"}, "JUPITER": {"__spz_name__": "JUPITER", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "JUPITER_timeTable", "callisto_flyby": {"__spz_name__": "callisto_flyby", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_51", "created": "2018-01-19T15:04:54", "description": "Time Table generated by Nicolas Andre @ CDPP;Description: Galileo Callisto flybys C3, C9-10, C20-23, C30Creation Date : Wed Aug 24 20:49:00 2011;; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:54; \n ", "id": "sharedtimeTable_51", "is_public": "True", "name": "callisto_flyby", "nbIntervals": "8", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:17:46+00:00", "surveyStart": "1996-11-04T13:15:10", "surveyStop": "2001-05-25T11:45:04", "xmlid": "sharedtimeTable_51"}, "ganymede_flyby": {"__spz_name__": "ganymede_flyby", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_52", "created": "2018-01-19T15:05:14", "description": "Time Table generated by Nicolas Andre @ CDPP;Description: Galileo Ganymede flybys G1, G2, G7-8, G28-29Creation Date : Wed Aug 24 20:50:00 2011;; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:55; \n ", "id": "sharedtimeTable_52", "is_public": "True", "name": "ganymede_flyby", "nbIntervals": "8", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:17:58+00:00", "surveyStart": "1996-06-27T06:07:08", "surveyStop": "2000-12-28T08:55:21", "xmlid": "sharedtimeTable_52"}, "is_public": "True", "juno_orbits_apoapsis": {"__spz_name__": "juno_orbits_apoapsis", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_53", "created": "2018-07-13T09:01:21", "description": "site web LASP\nhttp://lasp.colorado.edu/home/mop/missions/juno/trajectory-information/", "id": "sharedtimeTable_53", "is_public": "True", "name": "juno_orbits_apoapsis", "nbIntervals": "33", "nbParam": "0", "sharedBy": "nandre", "sharedDate": "2018-07-16T13:48:12+00:00", "surveyStart": "2016-07-31T19:46:02", "surveyStop": "2021-07-03T19:26:51", "xmlid": "sharedtimeTable_53"}, "name": "JUPITER", "xmlid": "JUPITER_timeTable"}, "MARS": {"__spz_name__": "MARS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MARS_timeTable", "conjonctions_mex_mgs_2004_0": {"__spz_name__": "conjonctions_mex-mgs_2004_0", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_37", "created": "2018-01-19T14:50:02", "description": "conjonctions between MGS and MEX, distance < 400 km; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_37", "is_public": "True", "name": "conjonctions_mex-mgs_2004_0", "nbIntervals": "28", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:51:13+00:00", "surveyStart": "2004-05-07T06:53:00", "surveyStop": "2004-12-26T23:43:40", "xmlid": "sharedtimeTable_37"}, "conjonctions_mex_mgs_2005_0": {"__spz_name__": "conjonctions_mex-mgs_2005_0", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_38", "created": "2018-01-19T14:50:25", "description": "conjonctions between MGS and Mex, distance<400km; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_38", "is_public": "True", "name": "conjonctions_mex-mgs_2005_0", "nbIntervals": "38", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:51:21+00:00", "surveyStart": "2005-01-01T07:33:50", "surveyStop": "2005-12-25T16:26:00", "xmlid": "sharedtimeTable_38"}, "conjonctions_mex_mgs_2006_0": {"__spz_name__": "conjonctions_mex-mgs_2006_0", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_39", "created": "2018-01-19T14:50:45", "description": "conjonctions MGS and Mex, distance<400km; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_39", "is_public": "True", "name": "conjonctions_mex-mgs_2006_0", "nbIntervals": "30", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:51:29+00:00", "surveyStart": "2006-03-17T17:08:00", "surveyStop": "2006-11-02T15:19:20", "xmlid": "sharedtimeTable_39"}, "is_public": "True", "name": "MARS", "xmlid": "MARS_timeTable"}, "MMS_BURST_MODE": {"MMS_Burst_Mode_2015August": {"__spz_name__": "MMS_Burst_Mode_2015August", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_68", "contact": "None", "created": "2020-08-26T00:00:55", "description": "Time intervals for which MMS burst mode data are available. source: http://mmsburst.sr.unh.edu/", "history": "", "id": "sharedtimeTable_68", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "MMS_Burst_Mode_2015August", "nbIntervals": "587", "nbParam": "0", "sharedBy": "AMDA", "sharedDate": "2024-10-06T20:30:00+00:00", "surveyStart": "2015-08-01T00:39:34", "surveyStop": "2015-08-31T18:40:14", "xmlid": "sharedtimeTable_68"}, "MMS_Burst_Mode_2015December": {"__spz_name__": "MMS_Burst_Mode_2015December", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_72", "contact": "None", "created": "2020-08-26T00:00:55", "description": "Time intervals for which MMS burst mode data are available. source: http://mmsburst.sr.unh.edu/", "history": "", "id": "sharedtimeTable_72", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "MMS_Burst_Mode_2015December", "nbIntervals": "841", "nbParam": "0", "sharedBy": "AMDA", "sharedDate": "2024-10-06T20:30:18+00:00", "surveyStart": "2015-12-01T00:19:33", "surveyStop": "2015-12-31T23:45:44", "xmlid": "sharedtimeTable_72"}, "MMS_Burst_Mode_2015November": {"__spz_name__": "MMS_Burst_Mode_2015November", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_71", "contact": "None", "created": "2020-08-26T00:00:55", "description": "Time intervals for which MMS burst mode data are available. source: http://mmsburst.sr.unh.edu/", "history": "", "id": "sharedtimeTable_71", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "MMS_Burst_Mode_2015November", "nbIntervals": "658", "nbParam": "0", "sharedBy": "AMDA", "sharedDate": "2024-10-06T20:30:15+00:00", "surveyStart": "2015-11-01T03:23:14", "surveyStop": "2015-11-30T13:07:34", "xmlid": "sharedtimeTable_71"}, 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"2024-10-02T05:27:23", "surveyStop": "2024-10-02T10:46:03", "xmlid": "sharedtimeTable_186"}, "MMS_Burst_Mode_2024September": {"__spz_name__": "MMS_Burst_Mode_2024September", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_185", "contact": "None", "created": "2020-08-26T00:00:55", "description": "Time intervals for which MMS burst mode data are available. source: http://mmsburst.sr.unh.edu/", "history": "", "id": "sharedtimeTable_185", "is_public": "True", "modified": "1970-01-01T00:00:00", "name": "MMS_Burst_Mode_2024September", "nbIntervals": "508", "nbParam": "0", "sharedBy": "AMDA", "sharedDate": "2024-10-06T20:37:02+00:00", "surveyStart": "2024-09-03T06:27:13", "surveyStop": "2024-09-22T06:02:33", "xmlid": "sharedtimeTable_185"}, "__spz_name__": "MMS_BURST_MODE", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "MMS_BURST_MODE_timeTable", "is_public": "True", "name": "MMS_BURST_MODE", "xmlid": "MMS_BURST_MODE_timeTable"}, "SATURN": {"Cassini_MP_crossings_timetable": {"__spz_name__": "Cassini_MP_crossings_timetable", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_48", "created": "2018-01-19T14:58:59", "description": "Name: Cassini_MP_crossings_timetable;\nHistoric: Extended by 5 min;\nCreation Date:2017-10-06T14:07:06;\n\nList of Saturn's magnetopause crossings by Cassini obtained in Pilkington, N. M., N. Achilleos, C. S. Arridge, P. Guio, A. Masters, L. C. Ray, N. Sergis, M. F. Thomsen, A. J. Coates, and M. K. Dougherty (2015), Internally driven large-scale changes in the size of Saturn's magnetosphere, J. Geophys. Res. Space Physics, 120, 7289\u20137306, doi:10.1002/2015JA021290.\nhttp://dx.doi.org/10.1002/2015JA021290\nCourtesy to A. Masters & N. Pilkington; \n Historic: ;\n Creation Date : 2017-11-02T14:33:11; \n ", "id": "sharedtimeTable_48", "is_public": "True", "name": "Cassini_MP_crossings_timetable", "nbIntervals": "1605", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:01:26+00:00", "surveyStart": "2004-06-28T18:37:00", "surveyStop": "2013-02-07T20:10:00", "xmlid": "sharedtimeTable_48"}, "HST_Proposal_11984": {"__spz_name__": "HST_Proposal_11984", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_46", "created": "2018-01-19T14:58:08", "description": "Observing Saturn's high latitude polar auroras -- HST Proposal 11984 Jonathan Nichols, University of Leicester http://archive.stsci.edu/proposal_search.php?id=11984&mission=hst; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_46", "is_public": "True", "name": "HST_Proposal_11984", "nbIntervals": "20", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:01:04+00:00", "surveyStart": "2009-02-17T04:20:43", "surveyStop": "2009-03-07T04:37:09", "xmlid": "sharedtimeTable_46"}, "List_of_Cassini_HST_observations": {"__spz_name__": "List_of_Cassini_HST_observations", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_42", "created": "2018-01-19T14:55:58", "description": "This table lists time periods which include HST auroral observations of Saturn (Proposal ID #11984, 11645, 11566, 10862, 10506, 10156, 10083). HST observations can be visualized with Aladin from http://archive.stsci.edu/hst/ ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_42", "is_public": "True", "name": "List_of_Cassini_HST_observations", "nbIntervals": "18", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:00:21+00:00", "surveyStart": "2004-01-08T00:00:00", "surveyStop": "2009-03-07T23:59:59", "xmlid": "sharedtimeTable_42"}, "List_of_Cassini_Titan_flybys": {"__spz_name__": "List_of_Cassini_Titan_flybys", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_44", "created": "2018-01-19T14:56:57", "description": "Titan's flyby T0A to T82\n; \n Historic: ;\n Creation Date : 2016-09-06T12:51:24; \n ", "id": "sharedtimeTable_44", "is_public": "True", "name": "List_of_Cassini_Titan_flybys", "nbIntervals": "83", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:00:44+00:00", "surveyStart": "2004-10-26T14:00:00", "surveyStop": "2012-02-19T10:13:00", "xmlid": "sharedtimeTable_44"}, "List_of_Cassini_narrowband_radio_events": {"__spz_name__": "List_of_Cassini_narrowband_radio_events", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_40", "created": "2018-01-19T14:54:39", "description": "After Ye, Sheng-Yi et al. (2009), Source locations of narrowband radio emissions detected at Saturn, Journal of Geophysical REsearch, 114, A06219, doi:10.1029/2008JA013855; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_40", "is_public": "True", "name": "List_of_Cassini_narrowband_radio_events", "nbIntervals": "30", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:59:38+00:00", "surveyStart": "2005-09-25T00:00:00", "surveyStop": "2007-05-26T23:59:59", "xmlid": "sharedtimeTable_40"}, "List_of_Cassini_reconnection_events": {"__spz_name__": "List_of_Cassini_reconnection_events", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_43", "created": "2018-01-19T14:56:20", "description": "Table from Jackman, C. M. et al. (2009), On the character and distribution of lower-frequency radio emissions at Saturn and their relationship to substorm-like events, Journal of Geophysical Research, 114, A08211, doi:10.1029/2008JA013997 Reconnection extended by 10 min; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_43", "is_public": "True", "name": "List_of_Cassini_reconnection_events", "nbIntervals": "9", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:00:32+00:00", "surveyStart": "2004-07-02T01:50:00", "surveyStop": "2006-09-06T15:40:01", "xmlid": "sharedtimeTable_43"}, "List_of_Cassini_reconnection_events_extended": {"__spz_name__": "List_of_Cassini_reconnection_events_extended", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_45", "created": "2018-01-19T14:57:37", "description": "Table from Jackman, C. M. et al. (2009), On the character and distribution of lower-frequency radio emissions at Saturn and their relationship to substorm-like events, Journal of Geophysical Research, 114, A08211, doi:10.1029/2008JA013997 Reconnection extended by 10 min One additional event from Russell et al. (2008) Titan's influence on Saturnian substorm occurence, Geophysical Research Letters, 35, L12105, doi:10.1029/2008GL034080 List_of_Cassini_reconnection_events_extended extended by 600 min; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_45", "is_public": "True", "name": "List_of_Cassini_reconnection_events_extended", "nbIntervals": "10", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:00:55+00:00", "surveyStart": "2004-07-01T15:50:00", "surveyStop": "2006-09-07T01:40:01", "xmlid": "sharedtimeTable_45"}, "List_of_Enceladus_flybys_2004_2010": {"__spz_name__": "List_of_Enceladus_flybys_2004_2010", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_47", "created": "2018-01-19T14:58:34", "description": "Includes targetted and untargetted flybys; done by Nicolas Andre ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_47", "is_public": "True", "name": "List_of_Enceladus_flybys_2004_2010", "nbIntervals": "15", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:01:15+00:00", "surveyStart": "2005-02-17T03:10:50", "surveyStop": "2010-12-21T01:27:10", "xmlid": "sharedtimeTable_47"}, "List_of_Titan_around_midnight_LT": {"__spz_name__": "List_of_Titan_around_midnight_LT", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_41", "created": "2018-01-19T14:55:21", "description": "From http://www-pw.physics.uiowa.edu/~jbg/cas.html Titan between ~2300 and ~0100 Local Time; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_41", "is_public": "True", "name": "List_of_Titan_around_midnight_LT", "nbIntervals": "92", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T15:00:09+00:00", "surveyStart": "2004-06-29T00:00:00", "surveyStop": "2008-06-23T00:00:00", "xmlid": "sharedtimeTable_41"}, "__spz_name__": "SATURN", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SATURN_timeTable", "is_public": "True", "name": "SATURN", "xmlid": "SATURN_timeTable"}, "SOLAR_WIND": {"CIR_Borovsky_Denton": {"__spz_name__": "CIR_Borovsky_Denton", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_27", "created": "2018-01-19T14:36:34", "description": "CIR list from Borovsky and Denton, JGR, 2010, http://dx.doi.org/10.1029/2009JA014966 The CIR events are picked with three criteria: (1) that they have a clear, dominant shear zone as seen in the local-Parker-spiral coordinate system, (2) that they do not contain interplanetary shocks, and (3) that they are followed by long (3 days or more) intervals of high-speed (600 km/s or more) wind.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_27", "is_public": "True", "name": "CIR_Borovsky_Denton", "nbIntervals": "27", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:36:48+00:00", "surveyStart": "2003-05-05T10:30:00", "surveyStop": "2008-11-25T04:30:01", "xmlid": "sharedtimeTable_27"}, "CIR_SAMPEX": {"__spz_name__": "CIR_SAMPEX", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_23", "created": "2018-01-19T10:50:55", "description": "Corotating Interaction Regions from Mazur et al., APJ, 566, 2002, Charge States of Energetic Particles from Corotating Interaction Regions as Constraints on Their Source http://iopscience.iop.org/0004-637X/566/1/555/pdf/0004-637X_566_1_555.pdf ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_23", "is_public": "True", "name": "CIR_SAMPEX", "nbIntervals": "14", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T10:51:12+00:00", "surveyStart": "1992-12-08T00:00:00", "surveyStop": "1995-06-02T00:00:00", "xmlid": "sharedtimeTable_23"}, "Cartwright_Moldwin_flux_ropes_1AU": {"__spz_name__": "Cartwright_Moldwin_flux_ropes_1AU", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_34", "created": "2018-01-19T14:47:04", "description": "List of Small-Scale Solar Wind Flux Ropes From \"Heliospheric evolution of solar wind small-scale magnetic flux ropes\", Cartwright and Moldwin, JGR, 2010 The list is here restricted to events at 1 AU from IMP 8, Wind, and ACE. The small-scale flux rope selection was done in three parts: (1) a visual survey of the solar wind magnetic field data sets, (2) a removal of compressive Alfven waves, and (3) a model validation of the events. http://dx.doi.org/10.1029/2009JA014271; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_34", "is_public": "True", "name": "Cartwright_Moldwin_flux_ropes_1AU", "nbIntervals": "164", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:47:14+00:00", "surveyStart": "1975-05-29T15:10:00", "surveyStop": "2007-11-30T14:14:00", "xmlid": "sharedtimeTable_34"}, "Jian_CIR_list": {"__spz_name__": "Jian_CIR_list", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_31", "created": "2018-01-19T14:41:13", "description": "Corotating Interaction Regions (CIR) from Wind and ACE Data during 1995-2009 Compiled by Dr. Lan Jian at UCLA/IGPP. Latest Update on 21 April 2011 http://www-ssc.igpp.ucla.edu/~jlan/ACE/Level3/SIR_List_from_Lan_Jian.pdf The SIR include corotating interaction regions (CIR) and transient stream interaction regions. The difference between a CIR and a transient SIR is only that a CIR recurs for two or more solar rotation cycles. Five of the following criteria are used for SIR identification: 1) overall increase of solar wind speed, 2) pile-up of total pressure with gradual declines at two sides, 3) enhancement of magnetic field, 4) first increase and then drop of proton number density, 5) increase of proton temperature, 6) change of entropy, 7) solar wind velocity deflection.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_31", "is_public": "True", "name": "Jian_CIR_list", "nbIntervals": "416", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:41:24+00:00", "surveyStart": "1995-01-01T19:37:00", "surveyStop": "2009-12-26T10:00:00", "xmlid": "sharedtimeTable_31"}, "Jian_ICME_list": {"__spz_name__": "Jian_ICME_list", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_33", "created": "2018-01-19T14:46:20", "description": "Interplanetary Coronal Mass Ejections (ICMEs) from Wind and ACE Data during 1995 - 2009 Compiled by Dr. Lan Jian at UCLA/IGPP. Latest Update on 25 October 2010 http://www-ssc.igpp.ucla.edu/~jlan/ACE/Level3/ICME_List_from_Lan_Jian.pdf ICMEs are identified requiring at least three of the following criteria: field enhancement, smooth field rotations over a relatively large scale, quieter field than background, low proton temperature, high alpha particle abundance, low beta, declining solar wind speed, bi-directional suprathermal electron flux, etc.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_33", "is_public": "True", "name": "Jian_ICME_list", "nbIntervals": "290", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:46:30+00:00", "surveyStart": "1995-02-08T03:10:00", "surveyStop": "2009-12-13T22:39:00", "xmlid": "sharedtimeTable_33"}, "Jian_SIR_list": {"__spz_name__": "Jian_SIR_list", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_30", "created": "2018-01-19T14:40:27", "description": "Stream Interaction Regions (SIR) from Wind and ACE Data during 1995-2009 Compiled by Dr. Lan Jian at UCLA/IGPP. Latest Update on 21 April 2011 http://www-ssc.igpp.ucla.edu/~jlan/ACE/Level3/SIR_List_from_Lan_Jian.pdf The SIR include corotating interaction regions (CIR) and transient stream interaction regions. The difference between a CIR and a transient SIR is only that a CIR recurs for two or more solar rotation cycles. Five of the following criteria are used for SIR identification: 1) overall increase of solar wind speed, 2) pile-up of total pressure with gradual declines at two sides, 3) enhancement of magnetic field, 4) first increase and then drop of proton number density, 5) increase of proton temperature, 6) change of entropy, 7) solar wind velocity deflection.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_30", "is_public": "True", "name": "Jian_SIR_list", "nbIntervals": "577", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:40:35+00:00", "surveyStart": "1995-01-01T19:37:00", "surveyStop": "2009-12-26T10:00:00", "xmlid": "sharedtimeTable_30"}, "Jian_Stream_Interface_list": {"__spz_name__": "Jian_Stream_Interface_list", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_32", "created": "2018-01-19T14:41:50", "description": "Stream Interface (time of the discontinuity) from Wind and ACE Data during 1995-2009 Compiled by Dr. Lan Jian at UCLA/IGPP. Latest Update on 21 April 2011 http://www-ssc.igpp.ucla.edu/~jlan/ACE/Level3/SIR_List_from_Lan_Jian.pdf The SIR include corotating interaction regions (CIR) and transient stream interaction regions. The difference between a CIR and a transient SIR is only that a CIR recurs for two or more solar rotation cycles. Stream interface is the boundary between slow and fast streams. If the boundary is sharp and clear, we can see the drop of proton density and the increase of proton temperature simultaneously. However, only about 20% of SIRs have such sharp separation. To identify stream interface uniformly for all the SIRs, the interface is defined at the peak of total pressure. The Start Time corresponds to the observed discontinuity. Stop Time = Start Time + 1 sec Note that the discontinuity of the SIR 1995-11-27/1995-11-29 cannot be determined because of a data gap.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_32", "is_public": "True", "name": "Jian_Stream_Interface_list", "nbIntervals": "576", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:42:00+00:00", "surveyStart": "1995-01-02T05:56:00", "surveyStop": "2009-12-25T17:48:01", "xmlid": "sharedtimeTable_32"}, "Magnetic_Clouds": {"__spz_name__": "Magnetic_Clouds", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_22", "created": "2018-01-19T10:38:55", "description": "Magnetic Clouds from WIND/MFI 1995-2007 -- Estimated start and end times from a magnetic field model [Lepping et al., 1990] which assumes that the field within the magnetic cloud is force free, i.e., so that the electrical current and the magnetic field are parallel and proportional in strength everywhere within its volume -- see http://lepmfi.gsfc.nasa.gov/mfi/mag_cloud_pub1.html ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_22", "is_public": "True", "name": "Magnetic_Clouds", "nbIntervals": "106", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T10:39:38+00:00", "surveyStart": "1995-02-08T05:48:00", "surveyStop": "2007-11-20T12:54:00", "xmlid": "sharedtimeTable_22"}, "Richardson_Cane_ICME_list": {"__spz_name__": "Richardson_Cane_ICME_list", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_28", "created": "2018-01-19T14:39:02", "description": "Near-Earth Interplanetary Coronal Mass Ejections Since January 1996 - Updated 2011-04-11 See Richardson and Cane, Solar Physics, 2010 : http://dx.doi.org/10.1007/s11207-010-9568-6; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_28", "is_public": "True", "name": "Richardson_Cane_ICME_list", "nbIntervals": "341", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:39:14+00:00", "surveyStart": "1996-05-27T15:00:00", "surveyStop": "2011-03-31T04:00:00", "xmlid": "sharedtimeTable_28"}, "SERPENTINE_shock_STA_cycle25": {"__spz_name__": "SERPENTINE_shock_STA_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_175", "contact": "plotnikov", "created": "2024-04-22T03:45:59.000000", "description": "In-situ shock crossings at STEREO-A catalogued in WP4 of SERPENTINE H2020 project (responsible: D. Trotta)", "id": "sharedtimeTable_175", "is_public": "True", "name": "SERPENTINE_shock_STA_cycle25", "nbIntervals": "33", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-23T11:54:07+00:00", "surveyStart": "2020-12-01T07:28:00.000", "surveyStop": "2023-05-19T16:28:00.000", "xmlid": "sharedtimeTable_175"}, "__spz_name__": "SOLAR_WIND", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SOLAR_WIND_timeTable", "ace_v_600": {"__spz_name__": "ace_v_600", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_24", "created": "2018-01-19T10:51:57", "description": "ACE 1998-2009 ; sw(1)>600; sw(1): ACE SWEPAM swe_final v_bulk Units: km/s;; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_24", "is_public": "True", "name": "ace_v_600", "nbIntervals": "975", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T10:52:13+00:00", "surveyStart": "1998-05-02T04:20:10", "surveyStop": "2009-02-28T07:09:40", "xmlid": "sharedtimeTable_24"}, "interplanetary_shocks_Wind1995": {"__spz_name__": "interplanetary_shocks_Wind1995", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_29", "created": "2018-01-19T14:39:51", "description": "List of interplanetary shocks observed by the Wind spacecraft in 1995 and compiled by J. Kasper (jkasper@cfa.harvard.edu) \t ; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_29", "is_public": "True", "name": "interplanetary_shocks_Wind1995", "nbIntervals": "21", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:40:02+00:00", "surveyStart": "1995-01-01T19:36:00", "surveyStop": "1995-12-24T05:57:01", "xmlid": "sharedtimeTable_29"}, "is_public": "True", "name": "SOLAR_WIND", "reconnection_exhaust_Gosling": {"__spz_name__": "reconnection_exhaust_Gosling", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_26", "created": "2018-01-19T14:32:32", "description": "ACE Magnetic Reconnection Exhaust List 31 December 2009 J. T. Gosling Acknowledgment: Tai Phan assisted in the identification of some of these events. Start times should be good to within better than 5 minutes. There probably are additional, as yet unidentified, events in the data, particularly after January 2006. Events were identified using the unedited SWEPAM data set available at Los Alamos. Some of these events are not obvious in the level 2 SWEPAM data because of the editing process used in producing the level 2 data set.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_26", "is_public": "True", "name": "reconnection_exhaust_Gosling", "nbIntervals": "148", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:35:22+00:00", "surveyStart": "1997-11-04T01:09:00", "surveyStop": "2007-03-11T05:23:01", "xmlid": "sharedtimeTable_26"}, "shocksSTA_AMDA": {"__spz_name__": "shocksSTA_AMDA", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_35", "created": "2018-01-19T14:47:41", "description": "10 minute intervals centered on IP shocks from STEREO between 2007-december 2011.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_35", "is_public": "True", "name": "shocksSTA_AMDA", "nbIntervals": "121", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:47:52+00:00", "surveyStart": "2007-01-14T19:30:08", "surveyStop": "2011-12-28T20:52:09", "xmlid": "sharedtimeTable_35"}, "shocksSTB_AMDA": {"__spz_name__": "shocksSTB_AMDA", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_36", "created": "2018-01-19T14:48:15", "description": "10 minute intervals centered on IP shocks from STEREO between 2007-december 2011.; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_36", "is_public": "True", "name": "shocksSTB_AMDA", "nbIntervals": "115", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-19T14:48:24+00:00", "surveyStart": "2007-01-14T19:56:27", "surveyStop": "2011-12-26T23:55:46", "xmlid": "sharedtimeTable_36"}, "xmlid": "SOLAR_WIND_timeTable"}, "SUN": {"Solar_Proton_Events": {"__spz_name__": "Solar_Proton_Events", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_18", "created": "2018-01-18T16:53:48", "description": "Solar Proton Events list from SWPC - see http://www.swpc.noaa.gov/ftpdir/indices/SPE.txt ; Particle events ; Time span = January 1976 - December 2008 ; Start time= Start time, Stop time = Maximum time; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:49; \n ", "id": "sharedtimeTable_18", "is_public": "True", "name": "Solar_Proton_Events", "nbIntervals": "221", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T16:54:39+00:00", "surveyStart": "1970-01-01T00:00:00", "surveyStop": "2006-12-13T09:25:00", "xmlid": "sharedtimeTable_18"}, "__spz_name__": "SUN", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SUN_timeTable", "carrington_rotation": {"__spz_name__": "carrington_rotation", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_21", "created": "2018-01-18T16:55:25", "description": "Carrington rotation dates (rotations 1 to 2171) -- rounded to the closest second; \n Historic: From old AMDA;\n Creation Date : 2013-11-22T13:52:50; \n ", "id": "sharedtimeTable_21", "is_public": "True", "name": "carrington_rotation", "nbIntervals": "2170", "nbParam": "0", "sharedBy": "bouchemit", "sharedDate": "2018-01-18T17:07:29+00:00", "surveyStart": "1970-01-21T06:59:02", "surveyStop": "2106-01-31T05:23:54", "xmlid": "sharedtimeTable_21"}, "is_public": "True", "name": "SUN", "sep_SERPENTINE_Bepi_cycle25": {"__spz_name__": "sep_SERPENTINE_Bepi_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_179", "contact": "plotnikov", "created": "2024-04-22T05:28:37.000000", "description": "SEP events (flare time, protons 25MeV peak time) at Bepi Colombo catalogued for solar cylce 25 as part of SERPENTINE H2020 project, WP2 (resp. Nina Dresing)", "id": "sharedtimeTable_179", "is_public": "True", "name": "sep_SERPENTINE_Bepi_cycle25", "nbIntervals": "11", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-23T11:58:36+00:00", "surveyStart": "2021-04-17T16:03:00.000", "surveyStop": "2023-05-16T19:15:15.000", "xmlid": "sharedtimeTable_179"}, "sep_SERPENTINE_L1_cycle25": {"__spz_name__": "sep_SERPENTINE_L1_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_180", "contact": "plotnikov", "created": "2024-04-22T05:29:04.000000", "description": "SEP events (flare time, protons 25MeV peak time) at L1 catalogued for solar cylce 25 as part of SERPENTINE H2020 project, WP2 (resp. Nina Dresing)", "id": "sharedtimeTable_180", "is_public": "True", "name": "sep_SERPENTINE_L1_cycle25", "nbIntervals": "44", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-23T11:58:51+00:00", "surveyStart": "2020-11-29T12:34:00.000", "surveyStop": "2023-05-17T00:06:06.000", "xmlid": "sharedtimeTable_180"}, "sep_SERPENTINE_SOLO_cycle25": {"__spz_name__": "sep_SERPENTINE_SOLO_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_178", "contact": "plotnikov", "created": "2024-04-22T05:24:37.000000", "description": "SEP events (flare time, protons 25MeV peak time) at Solar Orbiter catalogued for solar cylce 25 as part of SERPENTINE H2020 project, WP2 (resp. Nina Dresing)", "id": "sharedtimeTable_178", "is_public": "True", "name": "sep_SERPENTINE_SOLO_cycle25", "nbIntervals": "25", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-23T11:58:21+00:00", "surveyStart": "2020-11-29T12:34:00.000", "surveyStop": "2023-05-16T20:10:10.000", "xmlid": "sharedtimeTable_178"}, "sep_SERPENTINE_STA_cycle25": {"__spz_name__": "sep_SERPENTINE_STA_cycle25", "__spz_provider__": "amda", "__spz_type__": "TimetableIndex", "__spz_uid__": "sharedtimeTable_177", "contact": "plotnikov", "created": "2024-04-22T05:24:05.000000", "description": "SEP events (flare time, protons 25MeV peak time) at STA catalogued for solar cylce 25 as part of SERPENTINE H2020 project, WP2 (resp. Nina Dresing)", "id": "sharedtimeTable_177", "is_public": "True", "name": "sep_SERPENTINE_STA_cycle25", "nbIntervals": "35", "nbParam": "0", "sharedBy": "plotnikov", "sharedDate": "2024-04-23T11:58:05+00:00", "surveyStart": "2020-11-29T12:34:00.000", "surveyStop": "2023-05-17T04:20:20.000", "xmlid": "sharedtimeTable_177"}, "xmlid": "SUN_timeTable"}, "VENUS": {"__spz_name__": "VENUS", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "VENUS_timeTable", "is_public": "True", "name": "VENUS", "xmlid": "VENUS_timeTable"}, "__spz_name__": "SharedTimeTables", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "SharedTimeTables", "is_public": "True", "lastObjectId": "sharedtimeTable_186", "xmlid": "sharedtimeTable-treeRootNode"}, "__spz_name__": "TimeTables", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "TimeTables"}, "__spz_name__": "amda", "__spz_provider__": "amda", "__spz_type__": "SpeasyIndex", "__spz_uid__": "amda", "build_date": "2024-10-07T08:13:03.229860"} \ No newline at end of file diff --git a/tests/manual-tests/Projections/main.py b/tests/manual-tests/Projections/main.py new file mode 100644 index 0000000..7fd03ac --- /dev/null +++ b/tests/manual-tests/Projections/main.py @@ -0,0 +1,85 @@ +from SciQLopPlots import SciQLopPlot, \ + MultiPlotsVerticalSpan ,SciQLopMultiPlotPanel, SciQLopVerticalSpan, \ + SciQLopTimeSeriesPlot, PlotType, AxisType, GraphType, SciQLopNDProjectionPlot +from PySide6.QtWidgets import QMainWindow, QApplication, QScrollArea,QWidget, QVBoxLayout, QTabWidget, QDockWidget +from PySide6.QtGui import QColorConstants +from PySide6.QtCore import Qt +import sys, os +import numpy as np +from datetime import datetime, timezone +import threading +from typing import Dict, Any + +sys.path.append(os.path.join(os.path.dirname(__file__), "..")) +from common import MainWindow + +os.environ['QT_API'] = 'PySide6' + +try: + import speasy as spz + from speasy.signal.resampling import resample + def _current_thread_id(): + return threading.get_native_id() + + + class ThreadStorage: + _storage: Dict[int, Dict[str, Any]] = {} + + def __init__(self): + self._storage = {} + + def __getattr__(self, item): + return self._storage.get(_current_thread_id(), {}).get(item, None) + + def __setattr__(self, key, value): + tid = _current_thread_id() + storage = self._storage + if tid not in storage: + storage[tid] = {} + storage[tid][key] = value + + from speasy.core.cache import _cache + _cache._data._local = ThreadStorage() + +except ImportError: + print("Speasy not found") + exit() + + +def spc_pos_gse(spacecraft, start, stop): + try: + v=spz.get_data(f"amda/{spacecraft}_xyz_gse", start, stop) + if v is None: + return None + t=(v.time.astype(np.int64)/1e9).astype(np.float64) + x = v.values[:,0].astype(np.float64) + y = v.values[:,1].astype(np.float64) + z = v.values[:,2].astype(np.float64) + return t, x, y, z + except Exception as e: + print(f"Error: {e}") + return None + +class MMS(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + proj,_ = self.plot(lambda start,stop: spc_pos_gse("mms1", start, stop), labels=['mms1']*3, graph_type=GraphType.ParametricCurve, + plot_type=PlotType.Projections) + for i in range(2,4): + proj.plot(lambda start,stop: spc_pos_gse(f"mms{i+1}", start, stop), labels=[f'mms{i+1}']*3, graph_type=GraphType.ParametricCurve) + for i in range(4): + proj.plot(lambda start,stop: spc_pos_gse(f"c{i+1}", start, stop), labels=[f'c{i+1}']*3, graph_type=GraphType.ParametricCurve) + self.set_time_axis_range(datetime(2019,2,17,12,33,0,0,timezone.utc), datetime(2019,2,17,12,34,0,0,timezone.utc)) + + + +if __name__ == '__main__': + from speasy.core.cache import _cache + _cache._data._local = ThreadStorage() + QApplication.setAttribute(Qt.AA_UseDesktopOpenGL, True) + QApplication.setAttribute(Qt.AA_ShareOpenGLContexts, True) + app = QApplication(sys.argv) + w = MainWindow() + w.add_tab(MMS(w), "MMS") + w.show() + app.exec() diff --git a/tests/manual-tests/QCP_Examples/plots/main.py b/tests/manual-tests/QCP_Examples/plots/main.py deleted file mode 100644 index 21b40dc..0000000 --- a/tests/manual-tests/QCP_Examples/plots/main.py +++ /dev/null @@ -1,122 +0,0 @@ -from SciQLopPlots import QCustomPlot, QCP, QCPColorMap, QCPRange, QCPColorScale, QCPAxis, QCPColorGradient, QCPMarginGroup -from PySide6.QtWidgets import QMainWindow, QApplication -from PySide6.QtGui import QPen, QColorConstants, QColor, QBrush -import sys -import math -import numpy as np -from types import SimpleNamespace - -def setupQuadraticDemo(plot): - # generate some data: - x = np.arange(101)/50. -1 - y = x**2 - # create graph and assign data to it: - graph = plot.addGraph() - graph.setData(x, y) - # give the axes some labels: - plot.xAxis.setLabel("x") - plot.yAxis.setLabel("y") - # set axes ranges, so we see all data: - plot.xAxis.setRange(-1, 1) - plot.yAxis.setRange(0, 1) - return "Quadratic Demo" - -def setupSimpleDemo(plot): - # add two new graphs and set their look: - graph0 = plot.addGraph() - graph0.setPen(QPen(QColorConstants.Blue)) - graph0.setBrush(QBrush(QColor(0, 0, 255, 20))) - graph1 = plot.addGraph() - graph1.setPen(QPen(QColorConstants.Red)) - # generate some points of data (y0 for first, y1 for second graph): - x = np.arange(251)*1. - y0 = np.exp(-x/150.)*np.cos(x/10.) # exponentially decaying cosine - y1 = np.exp(-x/150.) # exponential envelope - # configure right and top axis to show ticks but no labels: - # (see QCPAxisRect::setupFullAxesBox for a quicker method to do this) - plot.xAxis2.setVisible(True) - plot.xAxis2.setTickLabels(False) - plot.yAxis2.setVisible(True) - plot.yAxis2.setTickLabels(False) - # make left and bottom axes always transfer their ranges to right and top axes: - plot.xAxis.rangeChanged.connect(plot.xAxis2.setRange) - plot.yAxis.rangeChanged.connect(plot.yAxis2.setRange) - # pass data points to graphs: - graph0.setData(x, y0) - graph1.setData(x, y1) - # let the ranges scale themselves so graph 0 fits perfectly in the visible area: - graph0.rescaleAxes() - # same thing for graph 1, but only enlarge ranges (in case graph 1 is smaller than graph 0): - graph1.rescaleAxes(True) - # Note: we could have also just called plot.rescaleAxes(); instead - # Allow user to drag axis ranges with mouse, zoom with mouse wheel and select graphs by clicking: - plot.setInteractions(QCP.iRangeDrag | QCP.iRangeZoom | QCP.iSelectPlottables) - return "Simple Demo" - -def setupColorMapDemo(plot): - - # configure axis rect: - plot.setInteractions(QCP.iRangeDrag|QCP.iRangeZoom) # this will also allow rescaling the color scale by dragging/zooming - plot.axisRect().setupFullAxesBox(True); - plot.xAxis.setLabel("x"); - plot.yAxis.setLabel("y"); - - # set up the QCPColorMap: - colorMap = plot.addColorMap(plot.xAxis, plot.yAxis) - nx = 200 - ny = 200 - colorMap.data().setSize(nx, ny) # we want the color map to have nx * ny data points - colorMap.data().setRange(QCPRange(-4, 4), QCPRange(-4, 4)); # and span the coordinate range -4..4 in both key (x) and value (y) dimensions - # now we assign some data, by accessing the QCPColorMapData instance of the color map: - for xIndex in range(nx): - for yIndex in range(ny): - x, y = colorMap.data().cellToCoord(xIndex, yIndex) - r = 3*math.sqrt(x**2+y**2)+1e-2 - z = 2*x*(math.cos(r+2)/r-math.sin(r+2)/r) # the B field strength of dipole radiation (modulo physical constants) - colorMap.data().setCell(xIndex, yIndex, z) - - # add a color scale: - plot.colorScale = QCPColorScale(plot) - plot.plotLayout().addElement(0, 1, plot.colorScale); # add it to the right of the main axis rect - plot.colorScale.setType(QCPAxis.atRight) # scale shall be vertical bar with tick/axis labels right (actually atRight is already the default) - colorMap.setColorScale(plot.colorScale) # associate the color map with the color scale - plot.colorScale.axis().setLabel("Magnetic Field Strength"); - - # set the color gradient of the color map to one of the presets: - colorMap.setGradient(QCPColorGradient.GradientPreset.gpPolar) - # we could have also created a QCPColorGradient instance and added own colors to - # the gradient, see the documentation of QCPColorGradient for what's possible. - - # rescale the data dimension (color) such that all data points lie in the span visualized by the color gradient: - colorMap.rescaleDataRange(); - - # make sure the axis rect and color scale synchronize their bottom and top margins (so they line up): - plot.marginGroup = QCPMarginGroup(plot) - plot.axisRect().setMarginGroup(QCP.msBottom|QCP.msTop, plot.marginGroup) - plot.colorScale.setMarginGroup(QCP.msBottom|QCP.msTop, plot.marginGroup) - - # rescale the key (x) and value (y) axes so the whole color map is visible: - plot.rescaleAxes() - return "Color Map Demo" - -class MainWindow(QMainWindow): - def __init__(self): - QMainWindow.__init__(self) - self._setup_ui() - self.setGeometry(400, 250, 542, 390) - self.setupDemo() - - def _setup_ui(self): - self.setCentralWidget(QCustomPlot(self)) - - def setupDemo(self,demoIndex=0): - self.centralWidget().replot() - setupColorMapDemo(self.centralWidget()) - - - -if __name__ == '__main__': - app = QApplication(sys.argv) - w = MainWindow() - w.show() - app.exec() diff --git a/tests/manual-tests/SciQLopColorMap/main.py b/tests/manual-tests/SciQLopColorMap/main.py index 6b5cec3..5652dd2 100644 --- a/tests/manual-tests/SciQLopColorMap/main.py +++ b/tests/manual-tests/SciQLopColorMap/main.py @@ -1,62 +1,63 @@ -from SciQLopPlots import QCustomPlot, QCP, QCPColorMap, QCPRange, QCPColorScale, QCPAxis, QCPColorGradient, QCPMarginGroup +from SciQLopPlots import SciQLopPlot, SciQLopMultiPlotPanel from PySide6.QtWidgets import QMainWindow, QApplication -from PySide6.QtGui import QPen, QColorConstants, QColor, QBrush +from PySide6.QtCore import Qt import sys +import os import math import numpy as np from types import SimpleNamespace +os.environ['QT_API'] = 'PySide6' -class MainWindow(QMainWindow): - def __init__(self): - QMainWindow.__init__(self) - self._setup_ui() - self.setGeometry(400, 250, 542, 390); +sys.path.append(os.path.join(os.path.dirname(__file__), "..")) +from common import MainWindow - def _setup_ui(self): - plot: QCustomPlot = QCustomPlot(self) - plot.setInteractions(QCP.iRangeDrag|QCP.iRangeZoom|QCP.iSelectPlottables) - self.setCentralWidget(plot) - self.graph = plot.addSciQLopColorMap(plot.xAxis, plot.yAxis, 'MyColorMap') - nx = 2000 - ny = 2000 - data = np.empty((nx,ny)) - x_vect= (np.arange(nx)*8./nx -4.).reshape((-1,1)) - y_vect= (np.arange(ny)*8./ny -4.).reshape((-1,1)) +def make_uniform_colormap(nx, ny): - data[:,:] = np.cos(np.sqrt((x_vect+2)**2 @ y_vect.T**2)) - self.graph.setData(x_vect, y_vect, data) + z = np.empty((nx,ny)) + x_vect= np.arange(nx)*8./nx -4. + y_vect= np.arange(ny)*8./ny -4. - plot.legend.setVisible(True) + z[:,:] = np.cos(np.sqrt((x_vect.reshape(-1,1)+2)**2 @ y_vect.reshape(-1,1).T**2)) + return x_vect, y_vect, z - plot.colorScale = QCPColorScale(plot) - plot.plotLayout().addElement(0, 1, plot.colorScale); # add it to the right of the main axis rect - plot.colorScale.setType(QCPAxis.atRight) # scale shall be vertical bar with tick/axis labels right (actually atRight is already the default) - self.graph.colorMap().setColorScale(plot.colorScale) # associate the color map with the color scale - plot.colorScale.axis().setLabel("Magnetic Field Strength"); +class UniformColormap(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + self.plot(*make_uniform_colormap(200, 200)) - # set the color gradient of the color map to one of the presets: - self.graph.colorMap().setGradient(QCPColorGradient.GradientPreset.gpPolar) - # we could have also created a QCPColorGradient instance and added own colors to - # the gradient, see the documentation of QCPColorGradient for what's possible. - # rescale the data dimension (color) such that all data points lie in the span visualized by the color gradient: - self.graph.colorMap().rescaleDataRange(); +class UniformColormap2DY(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self,parent, synchronize_x=False, synchronize_time=True) + x, y, z = make_uniform_colormap(300, 200) + y = np.array(np.repeat(y, 300).reshape(200, 300).T) + self.plot(x, y, z) - # make sure the axis rect and color scale synchronize their bottom and top margins (so they line up): - plot.marginGroup = QCPMarginGroup(plot) - plot.axisRect().setMarginGroup(QCP.msBottom|QCP.msTop, plot.marginGroup) - plot.colorScale.setMarginGroup(QCP.msBottom|QCP.msTop, plot.marginGroup) - # rescale the key (x) and value (y) axes so the whole color map is visible: - plot.rescaleAxes() - - plot.setOpenGl(True) +class ColormapWithNonUniformXAxis(SciQLopMultiPlotPanel): + def __init__(self,parent): + SciQLopMultiPlotPanel.__init__(self, parent, synchronize_x=False, synchronize_time=True) + _x, y, _z = make_uniform_colormap(2010, 200) + x = np.linspace(-4, 4, 210) + z = np.empty((210, 200)) + x[:100] = _x[:1000:10] + x[100:110] = _x[1000:1010] + x[110:] = _x[1010::10] + z[:100, :] = _z[:1000:10, :] + z[100:110, :] = _z[1000:1010, :] + z[110:, :] = _z[1010::10, :] + self.plot(x, y, z) if __name__ == '__main__': + QApplication.setAttribute(Qt.AA_UseDesktopOpenGL, True) + QApplication.setAttribute(Qt.AA_ShareOpenGLContexts, True) app = QApplication(sys.argv) w = MainWindow() + w.add_tab(UniformColormap(w), "UniformColormap") + w.add_tab(UniformColormap2DY(w), "UniformColormap2DY") + w.add_tab(ColormapWithNonUniformXAxis(w), "ColormapWithNonUniformXAxis") w.show() app.exec() diff --git a/tests/manual-tests/common.py b/tests/manual-tests/common.py index b319d8a..bfdcff3 100644 --- a/tests/manual-tests/common.py +++ b/tests/manual-tests/common.py @@ -6,6 +6,8 @@ import threading from typing import Dict, Any +from SciQLopPlots import PropertiesPanel + from qtconsole.rich_jupyter_widget import RichJupyterWidget from qtconsole.inprocess import QtInProcessKernelManager @@ -26,6 +28,7 @@ def __init__(self,parent): def add_tab(self, widget, title): self.addTab(widget, title) + widget.setObjectName(title) @@ -67,5 +70,10 @@ def _setup_ui(self): self.ipython_widget.kernel_manager = self.kernel_manager self.ipython_widget.kernel_client = self.kernel_client + self.properties_panel = PropertiesPanel(self) + dock = QDockWidget("Properties panel", self) + dock.setWidget(self.properties_panel) + self.addDockWidget(Qt.RightDockWidgetArea, dock) + diff --git a/tests/manual-tests/meson.build b/tests/manual-tests/meson.build index f7487b3..5756103 100644 --- a/tests/manual-tests/meson.build +++ b/tests/manual-tests/meson.build @@ -1,16 +1,19 @@ examples = [ - {'name':'plots', 'source': meson.current_source_dir()+'/QCP_Examples/plots/main.py'}, {'name':'SciQLopGraph', 'source': meson.current_source_dir()+'/SciQLopGraph/main.py'}, {'name':'SciQLopColorMap', 'source': meson.current_source_dir()+'/SciQLopColorMap/main.py'}, {'name':'StackedGraphs', 'source': meson.current_source_dir()+'/StackedGraphs/main.py'}, {'name':'SciQLopVerticalSpan', 'source': meson.current_source_dir()+'/SciQLopVerticalSpan/main.py'}, {'name':'All', 'source': meson.current_source_dir()+'/All/main.py'}, {'name':'MicroSciQLop', 'source': meson.current_source_dir()+'/MicroSciQLop/main.py'}, + {'name':'DragNDrop', 'source': meson.current_source_dir()+'/DragNDrop/main.py'}, + {'name':'Products', 'source': meson.current_source_dir()+'/Products/main.py'}, + {'name': 'Projections', 'source': meson.current_source_dir()+'/Projections/main.py'}, ] foreach example:examples - run_target('examples_'+example['name'], - command:[python3, example['source']], + test('examples_'+example['name'], + python3, + args: [example['source']], env: ['PYTHONPATH='+meson.project_build_root()] ) endforeach