From 2348e34d0fe83f520899edfaa3d5782584318a10 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 10 Apr 2025 12:08:49 +0200 Subject: [PATCH 01/74] new changes for the 3d gui and the fitting panel for workable version --- src/mpes_tools/Gui_3d.py | 405 ++++++-------- src/mpes_tools/fit_panel.py | 525 +++++++++++------- src/mpes_tools/graphs.py | 95 +++- src/mpes_tools/hdf5.py | 2 +- .../movable_vertical_cursors_graph.py | 8 +- 5 files changed, 567 insertions(+), 468 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 1c8e478..bafdfae 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -6,19 +6,18 @@ from matplotlib.patches import Circle from matplotlib.lines import Line2D -from mpes_tools.fit_panel import MainWindow +from mpes_tools.fit_panel import fit_panel import xarray as xr -# %matplotlib qt -class GraphWindow(QMainWindow): - def __init__(self,data_array: xr.DataArray,t,dt): +class GraphWindow(QMainWindow): #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC + def __init__(self,data_array: xr.DataArray,t,dt,technique): global t_final super().__init__() self.setWindowTitle("Graph Window") - self.setGeometry(100, 100, 800, 600) + self.setGeometry(100, 100, 1200, 1000) # Create a central widget for the graph central_widget = QWidget() @@ -57,8 +56,8 @@ def __init__(self,data_array: xr.DataArray,t,dt): self.slider2.setValue(0) self.slider2_label = QLabel("0") - self.slider1.setFixedSize(200, 12) # Change the width and height as needed - self.slider2.setFixedSize(200, 12) # Change the width and height as needed + # self.slider1.setFixedSize(200, 12) # Change the width and height as needed + # self.slider2.setFixedSize(200, 12) # Change the width and height as needed slider_layout.addWidget(self.slider1) slider_layout.addWidget(self.slider1_label) @@ -86,287 +85,244 @@ def __init__(self,data_array: xr.DataArray,t,dt): # Create a figure and canvas for the graph - self.data_o=data_array.data + self.data=data_array self.axis=[data_array.coords[dim].data for dim in data_array.dims] + # print(data_array.dims) + if technique == 'Phoibos': + self.axis[1]=self.axis[1]-21.7 + self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) + self.dt=dt - self.datae=np.zeros((len(self.axis[0]),len(self.axis[1]))) + # self.datae=np.zeros((len(self.axis[0]),len(self.axis[1]))) # Plot data - self.plot_graph(t,dt) + self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + # self.plot_graph(t,dt) self.ssshow(t,dt) self.slider1.setRange(0,len(self.axis[2])-1) + self.slider1_label.setText(self.data.dims[2]+": 0") + self.slider2_label.setText("Δ"+self.data.dims[2]+": 0") self.plot=np.zeros_like(self.data[1,:]) self.slider1.valueChanged.connect(self.slider1_changed) self.slider2.valueChanged.connect(self.slider2_changed) t_final=self.axis[2].shape[0] - - fit_panel_action = QAction('Fit_Panel',self) - fit_panel_action.triggered.connect(self.fit_panel) - menu_bar = self.menuBar() - - # Create a 'Graph' menu - graph_menu1 = menu_bar.addMenu("Fit Panel") - graph_menu1.addAction(fit_panel_action) - - # Add the actions to the menu + energy_panel_action = QAction('EDC',self) + energy_panel_action.triggered.connect(self.fit_energy_panel) + graph_menu1.addAction(energy_panel_action) + + momentum_panel_action = QAction('MDC',self) + momentum_panel_action.triggered.connect(self.fit_momentum_panel) + graph_menu1.addAction(momentum_panel_action) + + box_panel_action = QAction('box',self) + box_panel_action.triggered.connect(self.fit_box_panel) + graph_menu1.addAction(box_panel_action) self.graph_windows=[] self.t=t - - def slider1_changed(self,value): - self.slider1_label.setText(str(value)) - self.plot_graph(self.slider1.value(),self.slider2.value()) - # print(self.slider1.value(),self.slider2.value()) + print(data_array.dims) + # + def slider1_changed(self,value): # change the slider controlling the third dimension + # self.slider1_label.setText(str(value)) + base = self.slider1_label.text().split(':')[0] + self.slider1_label.setText(f"{base}: {self.data[self.data.dims[2]][value].item():.2f}") self.update_show(self.slider1.value(),self.slider2.value()) self.t=self.slider1.value() - # self.us() - # update_show(self.slider1.value(),self.slider2.value()) - def slider2_changed(self,value): - self.slider2_label.setText(str(value)) - self.plot_graph(self.slider1.value(),self.slider2.value()) + def slider2_changed(self,value): # change the slider controlling the third dimension for windowing + # self.slider2_label.setText(str(value)) + base = self.slider2_label.text().split(':')[0] + self.slider2_label.setText(f"{base}: {value}") self.update_show(self.slider1.value(),self.slider2.value()) self.dt=self.slider2.value() - # self.ssshow(self.slider1.value(),self.slider2.value()).update_show() - # self.us() - # update_show(self.slider1.value(),self.slider2.value()) def checkbox_e_changed(self, state): if state == Qt.Checked: - # print("Checkbox is checked") self.integrate_E() else: - # print("Checkbox is unchecked") self.update_show(self.slider1.value(),self.slider2.value()) def checkbox_k_changed(self, state): if state == Qt.Checked: - # print("Checkbox is checked") self.integrate_k() else: - # print("Checkbox is unchecked") self.update_show(self.slider1.value(),self.slider2.value()) def checkbox_cursors_changed(self, state): if state == Qt.Checked: self.put_cursors() - # self.integrate_k() else: - # print("Checkbox is unchecked") self.remove_cursors() - def plot_graph(self,t,dt): - # Plot on the graph - x = [1, 2, 3, 4, 5] - y = [2, 3, 5, 7, 11] - self.data=np.zeros((len(self.axis[0]),len(self.axis[1]))) - # self.ax.plot(x, y) - for i in range (t,t+dt+1): - self.data+= self.data_o[:,:,i] - - self.axs[0,0].imshow(self.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower', cmap='viridis',aspect='auto') - self.axs[0,0].set_title('Sample Graph') - self.axs[0,0].set_xlabel('X') - self.axs[0,0].set_ylabel('Y') - self.fig.tight_layout() - self.canvas.draw() + # def plot_graph(self,t,dt): + + # self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + # self.axs[0,0].imshow(self.data_t.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower',cmap='terrain',aspect='auto') + + + # self.axs[0,0].set_title('Sample Graph') + # self.axs[0,0].set_xlabel('E-Ef (eV)') + # self.axs[0,0].set_ylabel('Angle (degrees)') + # self.fig.tight_layout() + # self.canvas.draw() - def fit_panel(self,event): - print('forfit',len(self.plot),'axis',len(self.axis)) - graph_window= MainWindow( self.data_o, self.axis,self.square_coords[0][1], self.square_coords[1][1],self.t,self.dt) + def fit_energy_panel(self,event): # open up the fit panel for the EDC + graph_window=fit_panel(self.data,self.square_coords[0][1], self.square_coords[1][1], self.t, self.dt, self.data.dims[1]) + graph_window.show() + self.graph_windows.append(graph_window) + def fit_momentum_panel(self,event): # open up the fit panel for the MDC + graph_window=fit_panel(self.data,self.square_coords[0][0], self.square_coords[1][0], self.t, self.dt, self.data.dims[0]) + graph_window.show() + self.graph_windows.append(graph_window) + def fit_box_panel(self,event): # open up the fit panel for the intensity box + graph_window=fit_panel(self.int,0,0, self.t, self.dt, 'box') graph_window.show() self.graph_windows.append(graph_window) - def lz_fit(self, event): - two_lz_fit(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt,self.a).fit() - def fit(self, event): - fit_4d(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt).fit() - def fit_FD(self, event): - fit_FD(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt).fit() - def fit_FD_conv(self, event): - # print('ax0test=',self.ax[0]) - # print('ax1test=',self.ax[1]) - - fit_FD_lor_conv(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt).fit() - def fit_FD_conv_2(self, event): - - f=fit_FD_conv(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt) - f.show() - def ssshow(self,t,dt): - def test(self): - print('whatever test') - print('show is running') - c= self.data.shape[1]// 10 ** (len(str(self.data.shape[1])) - 1) - - def put_cursors(): - self.Line1=axe.axvline(x=self.cursorlinev1, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - self.Line2=axe.axvline(x=self.cursorlinev2, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) + + def ssshow(self, t, dt): # This is where the updates after changing the sliders happen + + + + # c = self.data.shape[1] // 10 ** (len(str(self.data.shape[1])) - 1) + + def put_cursors(): # add cursors in the EDC graph + # Adjust to use xarray's coords for axis referencing + self.Line1 = axe.axvline(x=self.cursorlinev1, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) + self.Line2 = axe.axvline(x=self.cursorlinev2, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) plt.draw() self.fig.canvas.draw() - def remove_cursors(): + + def remove_cursors(): # remoe cursors in the EDC graph self.Line1.remove() self.Line2.remove() plt.draw() self.fig.canvas.draw() - - - def integrate_E(): - self.plote=np.zeros_like(self.data[1,:]) - self.axs[1,0].clear() - plt.draw() - x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) - x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 - for i in range(x_min, x_max): - self.plote += self.data[i, :] - # if self.square_coords[1][1]self.square_coords[0][1]: - # for i in range(self.square_coords[0][1],self.square_coords[1][1]+1): - # self.plot+=self.data[i,:] - # else: - # self.plot+=self.data[self.square_coords[0][1],:] - - self.axs[1, 0].plot(self.axis[1][:],self.plote/abs(self.square_coords[0][1]-self.square_coords[1][1]),color='red') - - # save_data(self.axis[1], plot/abs(self.square_coords[0][1]-self.square_coords[1][1]),"EDC_time="+str(slider_t.val)+"_", [0.42,0.46],self.fig) - def integrate_k(): - self.plotk=np.zeros_like(self.data[:,1]) - self.axs[0,1].clear() - plt.draw() - x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) - x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 - for i in range(x_min, x_max): - self.plotk += self.data[:, i] - # if self.square_coords[0][0]0: - self.axs[2]=self.axs[2][:-self.dt] + self.axs=self.axs[:-self.dt] for pname, par in self.params.items(): self.fit_results.append(getattr(self, pname)[:-self.dt]) else: for pname, par in self.params.items(): self.fit_results.append(getattr(self, pname)) - print('fit_results',len(self.fit_results)) - print('thelengthis=',self.fit_results[0].shape) - sg=showgraphs(self.axs[2], self.fit_results) + # sg=showgraphs(self.axs[min_val:max_val-self.dt], self.fit_results) + sg=showgraphs(self.data[self.data.dims[2]][min_val:max_val-self.dt], self.fit_results) + sg.show() + self.graph_windows.append(sg) + + def fit_all(self): + # C=False + list_plot_fits=[] + + fixed_list=[] + names=[] + self.fit_results=[] + def zero(x): + return 0 + cursors= self.cursor_handler.cursors() + + self.mod= Model(zero) + j=0 + for f in self.function_list: + self.mod+=Model(f,prefix='f'+str(j)+'_') + j+=1 + if self.FD_state == True: + self.mod= self.mod* Model(self.fermi_dirac) + if self.CV_state == True: + self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) + if self.offset_state==True: + self.mod= self.mod+Model(self.offset_function) + m1=make_model(self.mod, self.table_widget) + self.mod=m1.current_model() + self.params=m1.current_params() + + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + if self.offset_state==True: + self.params['offset'].set(value=self.y_f.data.min()) + list_axis=[[self.y[self.dim]],[self.x_f]] + # print('the items',self.params.items()) + for pname, par in self.params.items(): + if not par.vary: # Check if vary is False + # print(f"Parameter '{pname}' is fixed at {par.value}") + fixed_list.append(pname) + # print('the paramsnames or',pname, par) + setattr(self, pname, np.zeros((len(self.axs)))) + + if self.t0_state==False: + for i in range(len(self.axs)-self.dt): + self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + self.axis.clear() + out = self.mod.fit(self.y_f, self.params, x=self.x_f) + self.y.plot(ax=self.axis) + self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') + list_plot_fits.append([[self.y],[out.best_fit]]) + for pname, par in self.params.items(): + array=getattr(self, pname) + array[i]=out.best_values[pname] + setattr(self, pname,array) + + else: + if self.mid_value_input.text() is not None: + mid_val = int(self.mid_value_input.text()) + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + + for i in range(0,mid_val-self.dt): + self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + self.axis.clear() + out = self.mod.fit(self.y_f, self.params, x=self.x_f) + self.y.plot(ax=self.axis) + self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') + list_plot_fits.append([[self.y],[out.best_fit]]) + for pname, par in self.params.items(): + array=getattr(self, pname) + array[i]=out.best_values[pname] + setattr(self, pname,array) + sigma_mean= getattr(self, 'sigma')[0:mid_val-self.dt].mean() + self.params['sigma'].set(value=sigma_mean, vary=False ) + # print(sigma_mean) + for p in fixed_list: + self.params[p].vary=True + # print(p) + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + + for i in range(mid_val-self.dt,len(self.axs)-self.dt): + self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + self.axis.clear() + out = self.mod.fit(self.y_f, self.params, x=self.x_f) + self.y.plot(ax=self.axis) + self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') + list_plot_fits.append([[self.y],[out.best_fit]]) + for pname, par in self.params.items(): + array=getattr(self, pname) + array[i]=out.best_values[pname] + setattr(self, pname,array) + # print('second T',getattr(self, 'T')) + if self.dt>0: + # self.axs=self.axs[:-self.dt] + for pname, par in self.params.items(): + self.fit_results.append(getattr(self, pname)[:-self.dt]) + names.append(pname) + print('dt>0') + print(len(getattr(self, pname))) + else: + for pname, par in self.params.items(): + self.fit_results.append(getattr(self, pname)) + names.append(pname) + print('dt=0') + print(len(getattr(self, pname))) + # print('th dt',self.dt) + print('the xaxis',len(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt])) + sg=showgraphs(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt], self.fit_results,names,list_axis,list_plot_fits) sg.show() self.graph_windows.append(sg) - # pname='T' - # print(getattr(self, pname)) - # out.best_values['A1'] - # self.axis.clear() if __name__ == "__main__": app = QApplication(sys.argv) - window = MainWindow() + window = fit_panel() window.show() sys.exit(app.exec_()) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 7b50216..7dcccd2 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -1,80 +1,115 @@ import sys import numpy as np -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QPushButton, QGridLayout +from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QPushButton, QGridLayout,QSlider,QLabel from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas import matplotlib.pyplot as plt class showgraphs(QMainWindow): - def __init__(self, x, y_arrays): + def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): super().__init__() self.setWindowTitle("Multiple Array Plots") self.setGeometry(100, 100, 800, 600) # Store x and y data - self.x = x + self.dim=x.dims[0] + self.x = x.data self.y_arrays = y_arrays self.num_plots = len(y_arrays) - + self.list_plot_fits=list_plot_fits + self.list_axis=list_axis # Create a central widget and layout central_widget = QWidget(self) self.setCentralWidget(central_widget) layout = QGridLayout(central_widget) - + + + # print(len(x),len(list_plot_fits)) + # print(list_plot_fits[0]) + slider = QSlider() + slider.setOrientation(1) # 1 = Qt.Horizontal + slider.setMinimum(0) + slider.setMaximum(len(x)-1) # Adjust as needed + slider.setValue(0) # Default value + slider.valueChanged.connect(self.update_parameter) # Function to update parameter + + self.slider_label = QLabel(f"{x.dims[0]}:0") + + self.figure, self.axis = plt.subplots() + self.canvas = FigureCanvas(self.figure) + + vbox = QVBoxLayout() + vbox.addWidget(self.canvas) + vbox.addWidget(self.slider_label) + vbox.addWidget(slider) + + layout.addLayout(vbox, 0, 0) # Place in top-left + self.update_parameter(0) # Create and add buttons and plots for each y array in a 3x3 layout for i, y in enumerate(y_arrays): # Create a button to show the plot in a new window button = QPushButton(f"Show Plot {i+1}") button.setFixedSize(80, 30) # Set a fixed size for the button - button.clicked.connect(lambda checked, y=y, index=i+1: self.show_plot(y, index)) + button.clicked.connect(lambda checked, y=y, index=i+1: self.show_plot(y, index, names[i])) # Calculate grid position - row = (i // 3) * 2 # Each function will take 2 rows: one for the plot, one for the button - col = i % 3 + row = ((i+1) // 3) * 2 # Each function will take 2 rows: one for the plot, one for the button + col = (i+1) % 3 # Add the plot canvas to the grid - layout.addWidget(self.create_plot_widget(y, f"Plot {i+1}"), row, col) # Plot in a 3x3 grid + layout.addWidget(self.create_plot_widget(y, f"Plot {i+1}_"+names[i]), row, col) # Plot in a 3x3 grid layout.addWidget(button, row + 1, col) # Button directly below the corresponding plot - + def create_plot_widget(self, y, title): """Creates a plot widget for displaying a function.""" figure, ax = plt.subplots() ax.plot(self.x, y) ax.set_title(title) ax.grid(True) - ax.set_xlabel('x') - ax.set_ylabel('y') + ax.set_xlabel(self.dim) + # ax.set_ylabel('y') # Create a FigureCanvas to embed in the Qt layout canvas = FigureCanvas(figure) return canvas # Return the canvas so it can be used in the layout - def show_plot(self, y, index): + def show_plot(self, y, index, name): """Show the plot in a new window.""" figure, ax = plt.subplots() ax.plot(self.x, y) - ax.set_title(f"Plot {index}") + ax.set_title(f"Plot {index}_"+ name) ax.grid(True) - ax.set_xlabel('x') - ax.set_ylabel('y') + ax.set_xlabel(self.dim) + # ax.set_ylabel('y') plt.show() # Show the figure in a new window + def update_parameter(self, value): + base = self.slider_label.text().split(':')[0] + print("self.x:", self.x) + print("Slider value:", value) + self.slider_label.setText(f"{base}: {self.x[value]:.2f}") + self.axis.clear() + + self.axis.plot(self.list_axis[0][0],self.list_plot_fits[value][0][0],'o', label='data') + self.axis.plot(self.list_axis[1][0],self.list_plot_fits[value][1][0],'r--', label='fit') + self.axis.legend() + self.figure.tight_layout() + self.canvas.draw() + def create_plot_widget1(self,x_data, y_data, title, return_axes=False): + from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas + import matplotlib.pyplot as plt + + fig, ax = plt.subplots() + canvas = FigureCanvas(fig) + + ax.plot(x_data,y_data) + ax.set_title(title) + + if return_axes: + return canvas, ax # Allow updating later + return canvas if __name__ == "__main__": app = QApplication(sys.argv) - # # Example data: Define x and multiple y arrays - # x = np.linspace(-10, 10, 400) - # y_arrays = [ - # np.sin(x), - # np.cos(x), - # np.tan(x), - # np.exp(x / 10), - # x**2, - # x**3, - # np.abs(x), - # np.log(x + 11), # Shift to avoid log(0) - # np.sqrt(x + 11) # Shift to avoid sqrt of negative - # ] - main_window = showgraphs() main_window.show() sys.exit(app.exec_()) diff --git a/src/mpes_tools/hdf5.py b/src/mpes_tools/hdf5.py index 5b133c9..5d4d45d 100644 --- a/src/mpes_tools/hdf5.py +++ b/src/mpes_tools/hdf5.py @@ -46,7 +46,7 @@ def recursive_write_metadata(h5group: h5py.Group, node: dict): try: h5group.create_dataset(key, data=str(item)) print(f"Saved {key} as string.") - except Exception as exc: + except BaseException as exc: raise ValueError( f"Unknown error occurred, cannot save {item} of type {type(item)}.", ) from exc diff --git a/src/mpes_tools/movable_vertical_cursors_graph.py b/src/mpes_tools/movable_vertical_cursors_graph.py index 580f4a8..44dcbf9 100644 --- a/src/mpes_tools/movable_vertical_cursors_graph.py +++ b/src/mpes_tools/movable_vertical_cursors_graph.py @@ -13,9 +13,7 @@ def __init__(self, ax): self.cursorlinev1=self.axis[int(len(self.axis)/4)] self.cursorlinev2=self.axis[int(3*len(self.axis)/4)] - # Create initial cursors (at the middle of the plot) - # self.v1_cursor = self.ax.axvline(x=5, color='r', linestyle='--', label='Cursor X') - # self.v2_cursor = self.ax.axhline(y=0, color='g', linestyle='--', label='Cursor Y') + self.Line1=self.ax.axvline(x=self.cursorlinev1, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) self.Line2=self.ax.axvline(x=self.cursorlinev2, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) @@ -51,10 +49,6 @@ def find_nearest_index(array, value): self.v1_pixel=find_nearest_index(self.axis, self.cursorlinev1) self.v2_pixel=find_nearest_index(self.axis, self.cursorlinev2) - # self.v1_pixel=int((self.cursorlinev1 - self.axis[0]) / (self.axis[-1] - self.axis[0]) * (self.axis.shape[0] - 1) + 0.5) - # self.v2_pixel=int((self.cursorlinev2 - self.axis[0]) / (self.axis[-1] - self.axis[0]) * (self.axis.shape[0] - 1) + 0.5) - print(self.v1_pixel,self.v2_pixel) - # print(self.v1_pixel,self.v2_pixel) def on_release(self,event): # global self.active_cursor From 7a33a6a5b02fd0d71bebb6ada75526904cdfa09a Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 10 Apr 2025 12:11:18 +0200 Subject: [PATCH 02/74] new additions with the main interface and the 4d gui --- src/mpes_tools/Drawwindow.py | 173 +++++++++++++ src/mpes_tools/METIS.png | Bin 0 -> 62244 bytes src/mpes_tools/Main.py | 102 ++++++++ src/mpes_tools/Phoibos.png | Bin 0 -> 92723 bytes src/mpes_tools/call_gui.py | 14 + src/mpes_tools/h5toxarray.py | 55 ++++ src/mpes_tools/k_path_4d_4.py | 422 +++++++++++++++++++++++++++++++ src/mpes_tools/show_4d_window.py | 151 +++++++---- 8 files changed, 861 insertions(+), 56 deletions(-) create mode 100644 src/mpes_tools/Drawwindow.py create mode 100644 src/mpes_tools/METIS.png create mode 100644 src/mpes_tools/Main.py create mode 100644 src/mpes_tools/Phoibos.png create mode 100644 src/mpes_tools/call_gui.py create mode 100644 src/mpes_tools/h5toxarray.py create mode 100644 src/mpes_tools/k_path_4d_4.py diff --git a/src/mpes_tools/Drawwindow.py b/src/mpes_tools/Drawwindow.py new file mode 100644 index 0000000..f97c770 --- /dev/null +++ b/src/mpes_tools/Drawwindow.py @@ -0,0 +1,173 @@ +import sys +import numpy as np +import matplotlib.pyplot as plt +from PyQt5.QtCore import Qt +from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas +from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QTextEdit, \ + QHBoxLayout, QSizePolicy,QSlider,QLabel +# from k_path_4d_4 import drawKpath + +class DrawWindow(QMainWindow): + def __init__(self,data,s1,s2,s3,s4): + super().__init__() + + # Set the title and size of the main window + self.setWindowTitle("PyQt5 Matplotlib Example") + self.setGeometry(100, 100, 800, 600) + self.data_array=data + print(data['E'][0]) + # Create the main layout + main_layout = QVBoxLayout() + + # Create a widget to hold the layout + widget = QWidget() + widget.setLayout(main_layout) + self.setCentralWidget(widget) + + # Create a horizontal layout for the top row + top_row_layout = QHBoxLayout() + + + # Create top left graph + self.figure1, self.axis1 = plt.subplots() + self.canvas1 = FigureCanvas(self.figure1) + top_row_layout.addWidget(self.canvas1) + + # Create bottom right graph + self.figure2, self.axis2 = plt.subplots() + self.canvas2 = FigureCanvas(self.figure2) + top_row_layout.addWidget(self.canvas2) + + layout = QVBoxLayout() + + slider_layout= QHBoxLayout() + self.slider1 = QSlider(Qt.Horizontal) + self.slider1.setRange(0, len(data['E'].data)) + self.slider1.setValue(s1) + self.slider1_label = QLabel("0") + + self.slider2 = QSlider(Qt.Horizontal) + self.slider2.setRange(0, 10) + self.slider2.setValue(s2) + self.slider2_label = QLabel("0") + + self.slider1.setFixedSize(200, 12) # Change the width and height as needed + self.slider2.setFixedSize(200, 12) # Change the width and height as needed + + slider_layout.addWidget(self.slider1) + slider_layout.addWidget(self.slider1_label) + slider_layout.addWidget(self.slider2) + slider_layout.addWidget(self.slider2_label) + # layout.addLayout(slider_layout) + slider_layout2= QHBoxLayout() + self.slider3 = QSlider(Qt.Horizontal) + self.slider3.setRange(0, 100) + self.slider3.setValue(s3) + self.slider3_label = QLabel("0") + + self.slider4 = QSlider(Qt.Horizontal) + self.slider4.setRange(0, 10) + self.slider4.setValue(s4) + self.slider4_label = QLabel("0") + + self.slider3.setFixedSize(200, 12) # Change the width and height as needed + self.slider4.setFixedSize(200, 12) # Change the width and height as needed + + slider_layout2.addWidget(self.slider3) + slider_layout2.addWidget(self.slider3_label) + slider_layout2.addWidget(self.slider4) + slider_layout2.addWidget(self.slider4_label) + + # layout.addLayout(slider_layout2) + + self.slider1.valueChanged.connect(self.slider1_changed) + self.slider2.valueChanged.connect(self.slider2_changed) + self.slider3.valueChanged.connect(self.slider3_changed) + self.slider4.valueChanged.connect(self.slider4_changed) + + + main_layout.addLayout(top_row_layout) + main_layout.addLayout(slider_layout) + main_layout.addLayout(slider_layout2) + + + # Set size policy for the graph widgets + self.canvas1.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) + self.canvas2.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) + + self.update_energy(s1, s2, s3, s4) + # self.d=drawKpath(data, axis, fig, ax, ax2, linewidth, slider, N) + + # Plot data + # self.plot_graphs() + # self.update_text_edit_boxes() + + def slider1_changed(self,value): + self.slider1_label.setText(str(value)) + print(value) + self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) + def slider2_changed(self,value): + self.slider2_label.setText(str(value)) + self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) + def slider3_changed(self,value): + self.slider3_label.setText(str(value)) + self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) + def slider4_changed(self,value): + self.slider4_label.setText(str(value)) + # self.plot_graph(self.slider1.value(),self.slider2.value()) + # print(self.slider1.value(),self.slider2.value()) + # self.update_show(self.slider1.value(),self.slider2.value()) + self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) + + def update_energy(self,Energy,dE,te,dte): + + # self.ce_state=True + E1=self.data_array['E'][Energy].item() + # print(Energy,E1) + E2=self.data_array['E'][Energy+dE].item() + te1=self.data_array['dt'][te].item() + te2=self.data_array['dt'][te+dte].item() + # print(E1,E2,te1) + self.figure1.clear() + ax = self.figure1.add_subplot(111) # Recreate the axis on the figure + self.im=self.data_array.sel(E=slice(E1,E2), dt=slice(te1,te2)).mean(dim=("E", "dt")).plot(ax=ax) + # ax.set_title('Loaded Data') + ax.set_xlabel('X') + ax.set_ylabel('Y') + # self.graphs[0].tight_layout() + self.figure1.canvas.draw() + # self.ev = self.graphs[0].gca().axvline(x=self.axis[0][self.slider1[1].value()], color='r', linestyle='--') + # self.eh = self.graphs[0].gca().axhline(y=self.axis[1][self.slider1[2].value()], color='r', linestyle='--') + + + def plot_graphs(self): + # Plot on the top left graph + x1 = np.linspace(0, 10, 100) + y1 = np.sin(x1) + self.axis1.plot(x1, y1) + self.axis1.set_title('Top Left Graph') + self.axis1.set_xlabel('X') + self.axis1.set_ylabel('Y') + + # Plot on the bottom right graph + x2 = np.linspace(0, 10, 100) + y2 = np.cos(x2) + self.axis2.plot(x2, y2) + self.axis2.set_title('Bottom Right Graph') + self.axis2.set_xlabel('X') + self.axis2.set_ylabel('Y') + + # Update the canvas + self.canvas1.draw() + self.canvas2.draw() + + # def update_text_edit_boxes(self): + # # self.text_edit_top_right.setPlaceholderText("Top Right Text Edit Box") + # self.text_edit_bottom_left.setPlaceholderText("Bottom Left Text Edit Box") + + +if __name__ == "__main__": + app = QApplication(sys.argv) + window = DrawWindow() + window.show() + sys.exit(app.exec_()) diff --git 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QGridLayout,QHBoxLayout, QSizePolicy,QLabel, QGridLayout, QPushButton, QFileDialog +from PyQt5.QtCore import Qt +from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas +import matplotlib.pyplot as plt +import numpy as np +import h5py +from additional_window import GraphWindow +import xarray as xr +from hdf5 import load_h5 +from show_4d_window import show_4d_window +import os +from PyQt5.QtGui import QPixmap + +class ARPES_Analyser(QMainWindow): + def __init__(self): + super().__init__() + + self.setWindowTitle("ARPES_Analyser") + self.setGeometry(100, 100, 400, 300) + + # Central widget and main layout + central_widget = QWidget() + self.setCentralWidget(central_widget) + layout = QGridLayout() + central_widget.setLayout(layout) + N=256 + + # Get the directory of the current script + base_path = os.path.dirname(os.path.abspath(__file__)) + + # Build full path to image files in the same folder + image1_path = os.path.join(base_path, "METIS.png") + image2_path = os.path.join(base_path, "Phoibos.png") + + # --- First Button + Image --- + vbox1 = QVBoxLayout() + label_img1 = QLabel() + pixmap1 = QPixmap(image1_path) # 🔁 Replace with your image path + label_img1.setPixmap(pixmap1.scaled(N, N, Qt.KeepAspectRatio, Qt.SmoothTransformation)) + label_img1.setAlignment(Qt.AlignCenter) + + self.btn_open_h5 = QPushButton("Open File H5") + self.btn_open_h5.clicked.connect(self.open_file_dialoge) + + vbox1.addWidget(label_img1) + vbox1.addWidget(self.btn_open_h5) + + # --- Second Button + Image --- + vbox2 = QVBoxLayout() + label_img2 = QLabel() + pixmap2 = QPixmap(image2_path) # 🔁 Replace with your image path + label_img2.setPixmap(pixmap2.scaled(N, N, Qt.KeepAspectRatio, Qt.SmoothTransformation)) + label_img2.setAlignment(Qt.AlignCenter) + + self.btn_open_phoibos = QPushButton("Open File Phoibos") + self.btn_open_phoibos.clicked.connect(self.open_file_phoibos) + + vbox2.addWidget(label_img2) + vbox2.addWidget(self.btn_open_phoibos) + + # Add the vbox layouts to the main grid layout + layout.addLayout(vbox1, 0, 0) + layout.addLayout(vbox2, 0, 1) + + self.graph_windows = [] + self.ce = None + + self.show() + + + def open_file_phoibos(self): + file_path, _ = QFileDialog.getOpenFileName(self, "Open Text File", "", "Text Files (*.npz)") + if file_path: + loaded_data = np.load(file_path) + V1 = xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) + axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']] + # print(data.dims) + graph_window= GraphWindow(V1,0,0,'Phoibos') + + graph_window.show() + self.graph_windows.append(graph_window) + + def open_file_dialoge(self): + # Open file dialog to select a .h5 file + file_path, _ = QFileDialog.getOpenFileName(self, "Open hdf5", "", "h5 Files (*.h5)") + print(file_path) + if file_path: + data_array = load_h5(file_path) + graph_4d = show_4d_window(data_array) + graph_4d.show() + 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int(x[1:]))): + self.M[:, :, :, idx] = df['binned/' + v][:] + else: + self.M= df['binned/' + list(df['binned'].keys())[0]][:] + + + # Define the desired order lists + desired_orders = [ + ['ax0', 'ax1', 'ax2', 'ax3'], + ['kx', 'ky', 'E', 'delay'], + ['kx', 'ky', 'E', 'ADC'] + ] + + axes_list = [] + + matched_order = None + for i, order in enumerate(desired_orders): + # Check if all keys in the current order exist in df['axes'] + if all(f'axes/{axis}' in df for axis in order): + # If match is found, generate axes_list based on this order + axes_list = [df[f'axes/{axis}'] for axis in order] + matched_order = i + 1 # Store which list worked (1-based index) + break # Stop once the first matching list is found + + if matched_order: + print(f"Matched desired list {matched_order}: {desired_orders[matched_order - 1]}") + else: + print("No matching desired list found.") + + # print("Axes list:", axes_list) + # print(M[12,50,4,20]) + self.data_array = xr.DataArray( + self.M, + coords={"kx": axes_list[0], "ky": axes_list[1], "E": axes_list[2], "dt": axes_list[3]}, + dims=["kx", "ky", "E","dt"] + ) + def get_data_array(self): + return self.data_array + def get_original_array(self): + return self.M +# df =h5py.File(r'C:\Users\admin-nisel131\Documents\Scan130_scan130_Amine_100x100x300x50_spacecharge4_gamma850_amp_3p3.h5', 'r') +# test=h5toxarray_loader(df) diff --git a/src/mpes_tools/k_path_4d_4.py b/src/mpes_tools/k_path_4d_4.py new file mode 100644 index 0000000..9631edb --- /dev/null +++ b/src/mpes_tools/k_path_4d_4.py @@ -0,0 +1,422 @@ +import numpy as np +import h5py +import matplotlib +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.widgets import CheckButtons, Button +from scipy.ndimage import rotate +import h5py +# import mplcursors +from matplotlib.widgets import Slider, Cursor, SpanSelector +from matplotlib.gridspec import GridSpec +from matplotlib.lines import Line2D +from matplotlib.patches import Circle +from AdditionalInterface import AdditionalInterface +from AxisInteractor import AxisInteractor +from LinePixelGetter import LinePixelGetter +from update_plot_cut_4d import update_plot_cut +import json +import csv +from datetime import datetime + +class drawKpath: + # print(True) + def __init__(self, data,axis,fig, ax,ax2,linewidth,slider,N): + self.active_cursor=None + self.dots_count=0 + self.ax=ax + self.fig=fig + self.dot1_x=0 + self.do1_y=0 + self.dot2_x=0 + self.do2_y=0 + self.cid_press=None + self.linewidth=1 + self.line_artist=None + self.cb_line=None + self.button_update=None + self.dot1=None + self.dot2=None + self.method_running = False + self.pixels_along_line=[] + self.number=N + self.og_number=N + self.dots_list=[] + self.line_artist_list=[None]*N + self.pixels_along_path=[None]*N + # self.number=N + self.is_drawn= False + self.is_loaded= False + self.new=False + self.add_pressed=False + self.lw=linewidth + self.ax2=ax2 + self.data=data[:,:,:,slider] + self.axis=axis + self.pixels=[] + self.slider=slider + self.data2=data + self.slider_ax7 = plt.axes([0.55, 0.14, 0.02, 0.3]) + self.slider_dcut= Slider(self.slider_ax7, 'dcut_kpath', 0, 15, valinit=1, valstep=1, orientation='vertical') + # def update_plot_cut(self): + # update_plot_cut.update_plot_cut(self.data2[:,:,:,self.slider],self.ax2,self.pixels,self.lw) + def isdrawn(self): + return self.is_drawn + + + def get_pixels(self): + if self.pixels is not None: + return self.pixels + def get_pixels_along_line(self): + if self.pixels_along_line is not None: + return self.pixels_along_line + + def get_status(self): + if self.cb_line is not None: + return self.cb_line.get_status()[0] + else: + return False + + def draw(self): + # print('beginning') + def add_path(event): + self.add_pressed= True + + for i in range (self.number): + self.line_artist_list.append(None) + self.pixels_along_path.append(None) + # self.dots_list + print('line list=', len(self.line_artist_list)) + self.number=self.number+self.og_number + self.is_drawn=False + self.dots_count=0 + self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) + + def drawline(dot1,dot2,pos): + self.pixels=[] + if self.dots_count ==0 and self.line_artist_list[len(self.dots_list)-2] is not None : + if not self.loaded: + self.line_artist_list[len(self.dots_list)-2].remove() # Remove the previous line if exists + print('test,code') + # if self.dots_count==2: + # line = Line2D([self.dots_list[len(self.dots_list)].center[0], self.dots_list[len(self.dots_list)-1].center[0]], [self.dots_list[len(self.dots_list)].center[1], self.dots_list[len(self.dots_list)-1].center[1]], linewidth=self.linewidth, color='red') + if self.dots_count==2 : + line = Line2D([dot1.center[0], dot2.center[0]], [dot1.center[1], dot2.center[1]], linewidth=self.linewidth, color='red') + + self.ax.add_line(line) + # print('movement',len(self.line_artist_list)) + print('currentline=',self.line_artist_list[pos]) + if self.line_artist_list[pos] is not None: + # print(pos,self.line_artist_list[pos].get_data()) + self.line_artist_list[pos].remove() + # if self.line_artist is not None: + # self.line_artist.remove() # Remove the previous line if exists + + self.line_artist = line + # self.line_artist_list.append(line) + self.line_artist_list[pos]=line + # print(pos,self.line_artist_list[pos].get_data()) + # x1=self.line_artist_list[pos].get_data()[0][1] + # y1=self.line_artist_list[pos].get_data()[1][1] + # x2= self.line_artist_list[pos].get_data()[0][0] + # y2=self.line_artist_list[pos].get_data()[1][0] + x1_pixel=int((self.line_artist_list[pos].get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + y1_pixel=int((self.line_artist_list[pos].get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + x2_pixel=int((self.line_artist_list[pos].get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + y2_pixel=int((self.line_artist_list[pos].get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + + self.pixels_along_path[pos] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) + # print(x1_pixel,y1_pixel) + # self.pixels_along_path[pos]=LinePixelGetter.get_pixels_along_line(self.line_artist_list[pos].get_data()[0][1], self.line_artist_list[pos].get_data()[1][1], self.line_artist_list[pos].get_data()[0][0], self.line_artist_list[pos].get_data()[1][0], self.linewidth) + # for i in self.pixels_along_path: + for i in range (0,self.number): + if self.pixels_along_path[i] is not None: + self.pixels+=self.pixels_along_path[i] + + def drawdots(event): + # if self.add_pressed: + + + if self.cb_line.get_status()[0] and len(self.dots_list) < self.number and (self.new or not self.is_drawn): + x = event.xdata # Round the x-coordinate to the nearest integer + y = event.ydata # Round the y-coordinate to the nearest integer + print('you hereeee') + print(self.number) + # print('line list=', len(self.line_artist_list)) + if self.dots_count==0: + self.dot= Circle((x, y), radius=0.1, color='yellow', picker=20) + self.ax.add_patch(self.dot) + # self.dot_coords[self.dots_count] = (x, y) + self.dots_list.append(self.dot) + self.dots_count += 1 + self.fig.canvas.draw() + else: + self.dot= Circle((x, y), radius=0.1, color='yellow', picker=20) + self.ax.add_patch(self.dot) + # self.dot_coords[self.dots_count] = (x, y) + self.dots_count += 1 + self.dots_list.append(self.dot) + print('dots list=',len(self.dots_list)) + drawline(self.dots_list[len(self.dots_list)-1],self.dots_list[len(self.dots_list)-2],len(self.dots_list)-2) + self.dots_count -= 1 + update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) + + self.fig.canvas.draw() + if len(self.dots_list)== self.number: + self.is_drawn=True + # print(self.is_drawn) + def on_checkbox_change(label): + if self.cb_line.get_status()[0]: + if self.is_loaded: + for i in range(len(self.dots_list)): + self.ax.add_patch(self.dots_list[i]) + plt.draw() + for i in range(len(self.line_artist_list)): + if self.line_artist_list[i] is not None: + self.ax.add_line(self.line_artist_list[i]) + plt.draw() + elif self.is_drawn: + for i in range(len(self.dots_list)): + self.ax.add_patch(self.dots_list[i]) + plt.draw() + for i in range(len(self.line_artist_list)): + if self.line_artist_list[i] is not None: + self.ax.add_line(self.line_artist_list[i]) + plt.draw() + + else: + self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) + + else: + # Disconnect the click event + self.is_loaded= False + self.fig.canvas.mpl_disconnect(self.cid_press) + for i in range(len(self.dots_list)): + self.dots_list[i].remove() + plt.draw() + for i in range(len(self.line_artist_list)): + if self.line_artist_list[i] is not None: + self.line_artist_list[i].remove() + plt.draw() + def new(event): + + for i in range(len(self.dots_list)): + print(i) + self.dots_list[i].remove() + plt.draw() + for i in range(len(self.line_artist_list)): + print(i) + if self.line_artist_list[i] is not None: + self.line_artist_list[i].remove() + plt.draw() + self.new=True + self.is_drawn= False + self.is_loaded= False + self.dots_list=[] + self.line_artist_list=[None]*self.number + self.pixels_along_path=[None]*self.number + self.dots_count=0 + self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) + def on_pick(event): + for i in range(len(self.dots_list)): + if event.artist == self.dots_list[i]: + self.active_cursor = self.dots_list[i] + def on_motion(event): + # global dot1,dot2 + if self.active_cursor is not None and event.inaxes == self.ax: + # Initialize a list of dictionaries to store dot information + dot_info_list = [{"dot": dot, "center": dot.center} for dot in self.dots_list] + self.dots_count=2 + + # Iterate through the list to find the selected dot + selected_dot_index = None + for i, dot_info in enumerate(dot_info_list): + dot = dot_info["dot"] + contains, _ = dot.contains(event) + if contains: + selected_dot_index = i + break # Exit the loop when a matching dot is found + + if selected_dot_index is not None: + selected_dot_info = dot_info_list[selected_dot_index] + selected_dot = selected_dot_info["dot"] + # print(f"Selected dot index: {selected_dot_index}") + # print(f"Selected dot center: {selected_dot_info['center']}") + selected_dot.center = (event.xdata, event.ydata) + plt.draw() + i=selected_dot_index + if i==len(self.dots_list)-1: + # self.line_artist_list[i-1].remove() + drawline(self.dots_list[i],self.dots_list[i-1],i-1) + update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) + elif i==0: + drawline(self.dots_list[i+1],self.dots_list[i],i) + update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) + else: + # self.line_artist_list[i-1].remove() + # self.line_artist_list[i].remove() + drawline(self.dots_list[i+1],self.dots_list[i],i) + update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) + drawline(self.dots_list[i],self.dots_list[i-1],i-1) + update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) + plt.draw() + + + def on_release(event): + self.active_cursor = None + def get_status(): + return self.cb_line.get_status()[0] + def dots_coord(): + return [self.dot1.center, self.dot2.center] + + def update_dcut(val): + self.linewidth=self.slider_dcut.val + self.pixels=[] + for position, line in enumerate(self.line_artist_list): + if line is not None: + line.set_linewidth(self.linewidth+1) + x1_pixel=int((line.get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + y1_pixel=int((line.get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + x2_pixel=int((line.get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + y2_pixel=int((line.get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # print(x1_pixel,y1_pixel,x2_pixel,y2_pixel) + self.pixels_along_path[position] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) + self.pixels+=self.pixels_along_path[position] + + print('before before line') + # for pos in range(0,self.number): + # print('before line') + # if self.line_artist_list[pos] is not None: + # x1_pixel=int((self.line_artist_list[pos].get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + # y1_pixel=int((self.line_artist_list[pos].get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # x2_pixel=int((self.line_artist_list[pos].get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + # y2_pixel=int((self.line_artist_list[pos].get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # print(x1_pixel,y1_pixel,x2_pixel,y2_pixel) + # self.pixels_along_path[pos] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) + # self.pixels+=self.pixels_along_path[pos] + + # self.pixels_along_line = LinePixelGetter.get_pixels_along_line(self.dot1_x_pixel, self.dot1_y_pixel, self.dot2_x_pixel, self.dot2_y_pixel, self.linewidth) + # update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels_along_line,self.slider_dcut.val) + update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) + def draw_load(): + if self.is_loaded: + for i in range(len(self.dots_list)): + self.ax.add_patch(self.dots_list[i]) + plt.draw() + for i in range(len(self.line_artist_list)): + if self.line_artist_list[i] is not None: + self.ax.add_line(self.line_artist_list[i]) + plt.draw() + def save_path(event): + def c_to_string(circle): + return f"{circle.center[0]}, {circle.center[1]}, {circle.radius}" + def l_to_string(line): + x_data, y_data = line.get_data() + linewidth = line.get_linewidth() + return f"{x_data[0]}, {y_data[0]}, {x_data[1]},{y_data[1]},{linewidth}" + # self.positions= np.array([[0]*4]*len(self.line_artist_list)) + # for position, line in enumerate(self.line_artist_list): + # if line is not None: + # line.set_linewidth(self.linewidth+1) + # x1_pixel=int((line.get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + # y1_pixel=int((line.get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # x2_pixel=int((line.get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + # y2_pixel=int((line.get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # self.positions[position][0] + output_directory = "C:/Users/admin-nisel131/Documents/CVS_TR_flatband_fig/" + current_time = datetime.now() + current_time_str = current_time.strftime("%Y-%m-%d_%H%M%S") + file_name = "k_path" + output_path = f"{output_directory}/{file_name}_{current_time_str}.txt" + with open(output_path, "w",newline="") as file: + file.write(f"{self.number}" + "\n") + for circle in self.dots_list: + file.write(c_to_string(circle) + "\n") + for line in self.line_artist_list: + if line is not None: + file.write(l_to_string(line) + "\n") + def load_path(event): + self.fig.canvas.mpl_disconnect(self.cid_press) + circle_list=[] + line_list=[] + file_path1="C:/Users/admin-nisel131/Documents/CVS_TR_flatband_fig/" + # file="k_path_2023-10-06_153243.txt" + # file= "k_path_2023-10-10_221437.txt" + # file= "k_path_2024-04-03_125248.txt" + file= "k_path_2024-04-03_140548.txt" + + + file_path=file_path1+file + with open(file_path, "r") as file: + lines=file.readlines() + # print(lines) + # for line_number, line in enumerate(file, start=1): + for line_number, line in enumerate(lines, start =1): + # if line_number==2: + # a,b,c= map(float, line.strip().split(', ')) + # print(a,b,c) + # print(map(float, line.strip().split(', '))) + # print('linenumber=',line_number) + # Split the line into individual values + # if line_number==1: + # print('firstline',line_number) + # number=7 + # first_line = file.readline().strip() # Read and strip whitespace + # print(line) + # first_line = file.readline() + + # number= int(first_line) + # print(number) + # print(first_line) + # print() + if line_number==1: + number= int(line) + # print(number) + elif line_number>=2 and line_number<=number+1: + x, y, radius = map(float, line.strip().split(', ')) + # print(x,y,radius) + circle = Circle((x, y), radius=radius, color='yellow', picker=20) + circle_list.append(circle) + self.dots_list=circle_list + else: + x0,y0,x1,y1,lw=map(float, line.strip().split(',')) + line1=Line2D([x0,x1], [y0, y1], linewidth=lw, color='red') + line_list.append(line1) + self.line_artist_list=line_list + self.is_loaded= True + self.dots_count=2 + # draw_load() + # print(len(self.line_artist_list),len(self.dots_list)) + + # print(x0,y0,x1,y1,lw) + # on_checkbox_change('K path') + + + self.slider_dcut.on_changed(update_dcut) + self.fig.canvas.mpl_connect('pick_event', on_pick) + self.fig.canvas.mpl_connect('motion_notify_event', on_motion) + self.fig.canvas.mpl_connect('button_release_event', on_release) + + rax_line = self.fig.add_axes([0.45, 0.02, 0.06, 0.03]) # [left, bottom, width, height] + self.cb_line = CheckButtons(rax_line, ['K path'], [False]) + self.cb_line.on_clicked(on_checkbox_change) + + rax_button = self.fig.add_axes([0.52, 0.02, 0.06, 0.03]) + self.button_update = Button(rax_button, 'new k') + self.button_update.on_clicked(new) + + savepath_button = self.fig.add_axes([0.52, 0.06, 0.06, 0.03]) + self.button_save = Button(savepath_button, 'save k-path') + self.button_save.on_clicked(save_path) + + loadpath_button = self.fig.add_axes([0.45, 0.06, 0.06, 0.03]) + self.button_load = Button(loadpath_button, 'load k-path') + self.button_load.on_clicked(load_path) + + addpath_button = self.fig.add_axes([0.37, 0.06, 0.06, 0.03]) + self.button_add = Button(addpath_button, 'add k-path') + self.button_add.on_clicked(add_path) + + plt.show() + self.fig.canvas.draw() + \ No newline at end of file diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 6d1f355..69a0a1a 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -10,8 +10,8 @@ from mpes_tools.hdf5 import load_h5 -class MainWindow(QMainWindow): - def __init__(self): +class show_4d_window(QMainWindow): + def __init__(self,data_array: xr.DataArray): super().__init__() self.setWindowTitle("Main Window") @@ -54,11 +54,6 @@ def __init__(self): slider1.setRange(0, 100) slider1.setValue(0) slider1_label = QLabel("0") - # slider.valueChanged.connect(self.slider_changed) - # Set the size of the slider - - # default_size = slider1.sizeHint() - # print(f"Default size of the slider: {default_size.width()}x{default_size.height()}") slider2 = QSlider(Qt.Horizontal) slider2.setRange(0, 10) @@ -120,25 +115,17 @@ def __init__(self): self.yv = None self.ev = None self.eh = None + self.ph= None + self.pxv=None + self.pyh=None - # print(self.sliders) - # Create a menu bar - menu_bar = self.menuBar() - - # Create a 'File' menu - file_menu = menu_bar.addMenu("File") - - # Create actions for opening a file and exiting - open_file_action = QAction("Open File", self) - open_file_action.triggered.connect(self.open_file_dialog) - file_menu.addAction(open_file_action) open_graphe_action = QAction("Energy", self) open_graphe_action.triggered.connect(self.open_graph_kxkydt) - open_graphy_action = QAction("ky_cut", self) - open_graphy_action.triggered.connect(self.open_graph_kyedt) open_graphx_action = QAction("kx_cut", self) - open_graphx_action.triggered.connect(self.open_graph_kxedt) + open_graphx_action.triggered.connect(self.open_graph_kyedt) + open_graphy_action = QAction("ky_cut", self) + open_graphy_action.triggered.connect(self.open_graph_kxedt) menu_bar = self.menuBar() @@ -154,12 +141,13 @@ def __init__(self): self.ce=None self.show() + self.load_data(data_array) def open_graph_kxkydt(self): E1=self.data_array[self.axes[2]][self.slider1[0].value()].item() E2=self.data_array[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()+1].item() data_kxkydt = self.data_array.loc[{self.axes[2]:slice(E1,E2)}].mean(dim=(self.axes[2])) - graph_window=GraphWindow(data_kxkydt, self.slider3[0].value(), self.slider4[0].value()) + graph_window=GraphWindow(data_kxkydt, self.slider3[0].value(), self.slider4[0].value(),'METIS') # Show the graph window graph_window.show() self.graph_windows.append(graph_window) @@ -168,7 +156,7 @@ def open_graph_kxedt(self): ky1=self.data_array[self.axes[1]][self.slider1[1].value()].item() ky2=self.data_array[self.axes[1]][self.slider1[1].value()+self.slider2[1].value()+1].item() data_kxedt = self.data_array.loc[{self.axes[1]:slice(ky1,ky2)}].mean(dim=(self.axes[1])) - graph_window = GraphWindow(data_kxedt, self.slider3[1].value(), self.slider4[1].value()) + graph_window = GraphWindow(data_kxedt, self.slider3[1].value(), self.slider4[1].value(),'METIS') # Show the graph window graph_window.show() self.graph_windows.append(graph_window) @@ -177,24 +165,17 @@ def open_graph_kyedt(self): kx1=self.data_array[self.axes[0]][self.slider1[2].value()].item() kx2=self.data_array[self.axes[0]][self.slider1[2].value()+self.slider2[2].value()+1].item() data_kyedt = self.data_array.loc[{self.axes[0]:slice(kx1,kx2)}].mean(dim=(self.axes[0])) - graph_window = GraphWindow(data_kyedt, self.slider3[2].value(), self.slider4[2].value()) + print(type(data_kyedt)) + graph_window = GraphWindow(data_kyedt, self.slider3[2].value(), self.slider4[2].value(),'METIS') # Show the graph window + graph_window.show() self.graph_windows.append(graph_window) - - def open_file_dialog(self): - # Open file dialog to select a .h5 file - file_path, _ = QFileDialog.getOpenFileName(self, "Open hdf5", "", "h5 Files (*.h5)") - print(file_path) - if file_path: - data_array = load_h5(file_path) - - self.load_data(data_array) - + def load_data(self, data_array: xr.DataArray): self.data_array = data_array self.axes = data_array.dims - + # print('theaxissss',self.axes) self.slider1[0].setRange(0,len(self.data_array.coords[self.axes[2]])-1) self.slider1[1].setRange(0,len(self.data_array.coords[self.axes[0]])-1) self.slider1[2].setRange(0,len(self.data_array.coords[self.axes[1]])-1) @@ -203,12 +184,30 @@ def load_data(self, data_array: xr.DataArray): self.slider3[0].setRange(0,len(self.data_array.coords[self.axes[3]])-1) self.slider3[1].setRange(0,len(self.data_array.coords[self.axes[3]])-1) self.slider3[2].setRange(0,len(self.data_array.coords[self.axes[3]])-1) - - self.update_energy(self.slider1[0].value(),self.slider2[0].value() , self.slider1[1].value(), self.slider2[1].value()) - # self.ce= update_color(self.im,self.graphs[0],self.graphs[0].gca()) - # self.ce.slider_plot.on_changed(self.ce.update) + self.slider_labels[0].setText(self.axes[2]) + self.slider_labels[1].setText("Δ"+self.axes[2]) + self.slider_labels[2].setText(self.axes[3]) + self.slider_labels[3].setText("Δ"+self.axes[3]) + + self.slider_labels[4].setText(self.axes[1]) + self.slider_labels[5].setText("Δ"+self.axes[1]) + self.slider_labels[6].setText(self.axes[3]) + self.slider_labels[7].setText("Δ"+self.axes[3]) + + self.slider_labels[8].setText(self.axes[0]) + self.slider_labels[9].setText("Δ"+self.axes[0]) + self.slider_labels[10].setText(self.axes[3]) + self.slider_labels[11].setText("Δ"+self.axes[3]) + + self.slider_labels[12].setText(self.axes[1]) + self.slider_labels[13].setText("Δ"+self.axes[1]) + self.slider_labels[14].setText(self.axes[0]) + self.slider_labels[15].setText("Δ"+self.axes[0]) + + self.update_energy(self.slider1[0].value(),self.slider2[0].value() , self.slider1[1].value(), self.slider2[1].value()) + self.update_ky(self.slider1[2].value(), self.slider2[2].value(), self.slider3[0].value(), self.slider4[0].value()) self.update_kx(self.slider3[1].value(), self.slider4[1].value(), self.slider3[2].value(), self.slider4[2].value()) @@ -225,11 +224,15 @@ def update_energy(self,Energy,dE,te,dte): self.graphs[0].clear() ax=self.graphs[0].gca() - self.im=self.data_array.loc[{self.axes[2]:slice(E1,E2), self.axes[3]:slice(te1,te2)}].mean(dim=(self.axes[2], self.axes[3])).T.plot(ax=ax) - - self.ev = ax.axvline(x=self.data_array.coords[self.axes[0]][self.slider1[1].value()], color='r', linestyle='--') - self.eh = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[2].value()], color='r', linestyle='--') - + data_avg=self.data_array.loc[{self.axes[2]:slice(E1,E2), self.axes[3]:slice(te1,te2)}].mean(dim=(self.axes[2], self.axes[3])) + self.im=data_avg.T.plot(ax=ax,cmap='terrain') + ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') + # print(self.data_array.coords[self.axes[0]][self.slider1[1].value()].item()) + # self.ev = ax.axvline(x=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.ev = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.eh = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') + self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') self.graphs[0].tight_layout() self.graphs[0].canvas.draw() @@ -242,9 +245,9 @@ def update_ky(self,ypos,dy,ty,dty): self.graphs[1].clear() ax=self.graphs[1].gca() - self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])).T.plot(ax=ax) - - self.yv = ax.axvline(x=self.data_array.coords[self.axes[2]][self.slider1[0].value()], color='r', linestyle='--') + self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])).T.plot(ax=ax,cmap='terrain') + ax.set_title(f'ky: {y1:.2f}, ky+dky: {y2:.2f} , t: {ty1:.2f}, t+dt: {ty2:.2f}') + self.yh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[1].tight_layout() self.graphs[1].canvas.draw() @@ -258,9 +261,9 @@ def update_kx(self,xpos,dx,tx,dtx): self.graphs[2].clear() ax=self.graphs[2].gca() - self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])).T.plot(ax=ax) - - self.xv = ax.axvline(x=self.data_array.coords[self.axes[2]][self.slider1[0].value()], color='r', linestyle='--') + self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])).T.plot(ax=ax,cmap='terrain') + ax.set_title(f'kx: {x1:.2f}, kx+dkx: {x2:.2f} , t: {tx1:.2f}, t+dt: {tx2:.2f}') + self.xh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[2].tight_layout() self.graphs[2].canvas.draw() @@ -274,31 +277,67 @@ def update_dt(self,yt,xt,dyt,dxt): self.graphs[3].clear() ax=self.graphs[3].gca() - self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])).plot(ax=ax) - + self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])).plot(ax=ax,cmap='terrain') + ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') + self.ph = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[3].tight_layout() self.graphs[3].canvas.draw() + def slider_changed(self, value): sender = self.sender() # Get the slider that emitted the signal index = self.sliders.index(sender) # Find the index of the slider - self.slider_labels[index].setText(str(value)) # Update the corresponding label text + # self.slider_labels[index].setText(str(value)) # Update the corresponding label text + base = self.slider_labels[index].text().split(':')[0] + self.slider_labels[index].setText(f"{base}: {value}") if index in range(0,4): - # self.ce.slider_plot.on_changed(self.ce.update) + # ax = self.graphs[2].gca() + if self.xh in self.graphs[2].gca().lines: + self.xh.remove() + if self.yh in self.graphs[1].gca().lines: + self.yh.remove() + if self.ph in self.graphs[3].gca().lines: + self.ph.remove() + self.xh = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.yh = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.ph = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + # self.graphs[2].tight_layout() + self.graphs[2].canvas.draw() + self.graphs[1].canvas.draw() + self.graphs[3].canvas.draw() self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) - # self.update_line() + elif index in range(4,8): + if self.eh is not None: + self.eh.remove() + + self.eh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.graphs[0].canvas.draw() self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) elif index in range (8,12): + ax = self.graphs[0].gca() + if self.ev in ax.lines: + self.ev.remove() + self.ev = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.graphs[0].canvas.draw() self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) elif index in range (12,16): + if self.pxv in self.graphs[0].gca().lines: + self.pxv.remove() + if self.pyh in self.graphs[0].gca().lines: + self.pyh.remove() + # self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') + # self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') + self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + self.graphs[0].canvas.draw() self.update_dt(self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) if __name__ == "__main__": app = QApplication(sys.argv) - window = MainWindow() + window = show_4d_window() window.show() sys.exit(app.exec_()) From d175e8558f3bd1e17274f6bf46e453322dc35542 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 10 Apr 2025 19:55:33 +0200 Subject: [PATCH 03/74] added set points for the cursors and save button to extract the relevant results for post processing in Jupyter Notebook --- src/mpes_tools/Gui_3d.py | 337 +++++++++++++++++++++++++++------------ 1 file changed, 232 insertions(+), 105 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index bafdfae..aebd37e 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -1,11 +1,13 @@ -from PyQt5.QtWidgets import QMainWindow, QVBoxLayout, QWidget, QCheckBox, QAction, QSlider, QHBoxLayout, QLabel +import sys +from PyQt5.QtWidgets import QApplication,QMainWindow, QVBoxLayout, QWidget, QCheckBox, QAction, QSlider, QHBoxLayout, QLabel,QLineEdit,QPushButton from PyQt5.QtCore import Qt from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas import matplotlib.pyplot as plt import numpy as np from matplotlib.patches import Circle from matplotlib.lines import Line2D - +import json +import pickle from mpes_tools.fit_panel import fit_panel import xarray as xr @@ -37,13 +39,37 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.checkbox_cursors = QCheckBox("energy_cursors") self.checkbox_cursors.stateChanged.connect(self.checkbox_cursors_changed) + + self.save_button = QPushButton('Save Results', self) + self.save_button.clicked.connect(self.save_results) + + h_layout = QHBoxLayout() + self.cursor_label=[] + self.cursor_inputs = [] + cursors_names=['yellow_vertical', 'yellow_horizontal','green_vertical', 'green_horizontal'] + for i in range(4): + sub_layout = QVBoxLayout() + # label = QLabel(f"Cursor {i+1}:") + label=QLabel(cursors_names[i]) + input_field = QLineEdit() + input_field.setPlaceholderText("Value") + input_field.setFixedWidth(80) + input_field.editingFinished.connect(lambda i=i: self.main_graph_cursor_changed(i)) + self.cursor_inputs.append(input_field) + self.cursor_label.append(label) + sub_layout.addWidget(label) + sub_layout.addWidget(input_field) + h_layout.addLayout(sub_layout) + checkbox_layout= QHBoxLayout() # Add the canvas to the layout checkbox_layout.addWidget(self.checkbox_e) checkbox_layout.addWidget(self.checkbox_k) layout.addLayout(checkbox_layout) + layout.addLayout(h_layout) layout.addWidget(self.canvas) - layout.addWidget(self.checkbox_cursors) + layout.addWidget(self.save_button) + # layout.addWidget(self.checkbox_cursors) slider_layout= QHBoxLayout() self.slider1 = QSlider(Qt.Horizontal) @@ -73,7 +99,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.Line1=None self.Line2=None self.square_artists = [] # To store the artists representing the dots - self.square_coords = [(0, 0), (0, 0)] # To store the coordinates of the dots + self.square_coords = [[0, 0], [0, 0]] # To store the coordinates of the dots self.square_count = 0 # To keep track of the number of dots drawn @@ -92,11 +118,16 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.axis[1]=self.axis[1]-21.7 self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) + self.t=t self.dt=dt - # self.datae=np.zeros((len(self.axis[0]),len(self.axis[1]))) - # Plot data self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - # self.plot_graph(t,dt) + self.cursor_vert1 = [] + self.cursor_horiz1 = [] + self.cursor_vert2 =[] + self.cursor_horiz2 = [] + self.integrated_edc=None + self.integrated_mdc=None + self.ssshow(t,dt) self.slider1.setRange(0,len(self.axis[2])-1) self.slider1_label.setText(self.data.dims[2]+": 0") @@ -122,12 +153,106 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): box_panel_action.triggered.connect(self.fit_box_panel) graph_menu1.addAction(box_panel_action) + self.graph_windows=[] - self.t=t + print(data_array.dims) - # + + + + def save_results(self): + results = { + 'integrated_edc': self.integrated_edc, + 'integrated_mdc': self.integrated_mdc, + 'yellowline_edc': self.data_t.isel({self.data.dims[0]:self.square_coords[0][1]}), + 'greenline_edc': self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}), + 'yellowline_mdc': self.data_t.isel({self.data.dims[1]: int(self.square_coords[0][0])}), + 'greenline_mdc': self.data_t.isel({self.data.dims[1]: int(self.square_coords[1][0])}), + 'current_spectra': self.data_t, + 'intensity_box': self.int, + 'yellow_vertical': self.dot1.center[0], + 'yellow_horizontal': self.dot1.center[1], + 'green_vertical': self.dot2.center[0], + 'green_horizontal': self.dot2.center[1], + 'delay1':self.axis[2][self.slider1.value()], + 'delay2':self.axis[2][self.slider1.value()+self.slider2.value()] + } + with open('gui_results.pkl', 'wb') as f: + pickle.dump(results, f) + # with open('gui_results.json', 'w') as f: + # json.dump(results, f) + print("Results saved!") + + def results_3d(self): + def integrated_edc(self): + return self.integrated_edc + def integrated_mdc(self): + return self.integrated_mdc + def yellowline_edc(self): + return self.data_t.isel({self.data.dims[0]:self.square_coords[0][1]}) + def greenline_edc(self): + return self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}) + def yellowline_mdc(self): + return self.data_t.isel({self.data.dims[1]: int(self.square_coords[0][0])}) + def greenline_mdc(self): + return self.data_t.isel({self.data.dims[1]: int(self.square_coords[1][0])}) + def current_spectra(self): + return self.data_t + def intensity_box(self): + return self.int + def yellow_vertical(self): + return self.dot1.center[0] + def yellow_horizontal(self): + return self.dot1.center[1] + def green_vertical(self): + return self.dot2.center[0] + def green_horizontal(self): + return self.dot2.center[1] + + + def main_graph_cursor_changed(self, index): + value = self.cursor_inputs[index].text() + value=float(value) + if index ==0: + self.cursor_vert1.set_xdata([value, value]) + self.dot1.center = (value,self.dot1.center[1]) + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {value:.2f}") + elif index ==1: + self.cursor_horiz1.set_ydata([value, value]) + self.dot1.center = (self.dot1.center[0], value) + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {value:.2f}") + elif index ==2: + self.cursor_vert2.set_xdata([value, value]) + self.dot2.center = (value,self.dot2.center[1]) + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {value:.2f}") + elif index ==3: + self.cursor_horiz2.set_ydata([value, value]) + self.dot2.center = (self.dot2.center[0], value) + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {value:.2f}") + self.change_pixel_to_arrayslot() + self.update_show(self.slider1.value(),self.slider2.value()) + try: + num = float(value) + # print(f"Cursor {index+1} changed to: {num}") + # Update graph logic here + except ValueError: + print("Invalid input!") + def change_pixel_to_arrayslot(self):# convert the value of the pixel to the value of the slot in the data + if self.dot1.center[0] is not None and self.dot1.center[1] is not None and self.dot2.center[0] is not None and self.dot2.center[1] is not None: + x1_pixel=int((self.dot1.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + y1_pixel=int((self.dot1.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + self.square_coords[0]=[x1_pixel,y1_pixel] + x2_pixel=int((self.dot2.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + y2_pixel=int((self.dot2.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + self.square_coords[1]=[x2_pixel,y2_pixel] + def slider1_changed(self,value): # change the slider controlling the third dimension # self.slider1_label.setText(str(value)) + print(value) base = self.slider1_label.text().split(':')[0] self.slider1_label.setText(f"{base}: {self.data[self.data.dims[2]][value].item():.2f}") self.update_show(self.slider1.value(),self.slider2.value()) @@ -139,6 +264,7 @@ def slider2_changed(self,value): # change the slider controlling the third dimen self.update_show(self.slider1.value(),self.slider2.value()) self.dt=self.slider2.value() def checkbox_e_changed(self, state): + print(state) if state == Qt.Checked: self.integrate_E() else: @@ -153,17 +279,6 @@ def checkbox_cursors_changed(self, state): self.put_cursors() else: self.remove_cursors() - # def plot_graph(self,t,dt): - - # self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - # self.axs[0,0].imshow(self.data_t.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower',cmap='terrain',aspect='auto') - - - # self.axs[0,0].set_title('Sample Graph') - # self.axs[0,0].set_xlabel('E-Ef (eV)') - # self.axs[0,0].set_ylabel('Angle (degrees)') - # self.fig.tight_layout() - # self.canvas.draw() def fit_energy_panel(self,event): # open up the fit panel for the EDC graph_window=fit_panel(self.data,self.square_coords[0][1], self.square_coords[1][1], self.t, self.dt, self.data.dims[1]) @@ -181,10 +296,6 @@ def fit_box_panel(self,event): # open up the fit panel for the intensity box def ssshow(self, t, dt): # This is where the updates after changing the sliders happen - - - # c = self.data.shape[1] // 10 ** (len(str(self.data.shape[1])) - 1) - def put_cursors(): # add cursors in the EDC graph # Adjust to use xarray's coords for axis referencing self.Line1 = axe.axvline(x=self.cursorlinev1, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) @@ -205,8 +316,10 @@ def integrate_E(): # integrate EDC between the two cursors in the main graph x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 - self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) - + # self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) + self.integrated_edc=self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + self.integrated_edc.plot(ax=self.axs[1,0]) + self.fig.canvas.draw() def integrate_k(): # integrate MDC between the two cursors in the main graph self.axs[0, 1].clear() @@ -215,7 +328,10 @@ def integrate_k(): # integrate MDC between the two cursors in the main graph x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 - self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) + # self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) + self.integrated_mdc=self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + self.integrated_mdc.plot(ax=self.axs[0,1]) + self.fig.canvas.draw() def box(): # generate the intensity graph between the four cursors in the main graph self.int = np.zeros_like(self.axis[2]) @@ -230,20 +346,16 @@ def box(): # generate the intensity graph between the four cursors in the main g self.int = self.data.isel({self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}).sum(dim=(self.data.dims[0], self.data.dims[1])) if x0 != x1 and y0 != y1: - N = -1 self.int.plot(ax=self.axs[1,1]) self.dot, = self.axs[1, 1].plot([self.axis[2][self.slider1.value()]], [self.int[self.slider1.value()]], 'ro', markersize=8) self.fig.canvas.draw_idle() - # def us(self): - # update_show(self.slider1.value(), self.slider2.value()) - def update_show(t, dt): # update the main graph as well as the relevant EDC and MDC cuts. Also the box intensity self.axs[0, 1].clear() self.axs[1, 0].clear() self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - im6.set_array(self.data_t) + im.set_array(self.data_t) if self.checkbox_e.isChecked() and self.checkbox_k.isChecked(): integrate_E() integrate_k() @@ -277,10 +389,9 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1}') self.fig.canvas.draw() plt.draw() - - self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - - im6 = self.axs[0, 0].imshow(self.data_t.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower',cmap='terrain', aspect='auto') + + # im6 = self.axs[0, 0].imshow(self.data_t.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower',cmap='terrain', aspect='auto') + im = self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]).plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) # define the cursors in the main graph @@ -295,34 +406,39 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and xmin, xmax = self.axs[0, 0].get_ylim() ymin, ymax = 5 * ymin, 5 * ymax xmin, xmax = 5 * xmin, 5 * xmax - cursor_vert1 = Line2D([initial_x, initial_x], [ymin, ymax], color='yellow', linewidth=2, picker=10, linestyle='--') - cursor_horiz1 = Line2D([xmin, xmax], [initial_y, initial_y], color='yellow', linewidth=2, picker=10, linestyle='--') - cursor_vert2 = Line2D([initial_x2, initial_x2], [ymin, ymax], color='green', linewidth=2, picker=10, linestyle='--') - cursor_horiz2 = Line2D([xmin, xmax], [initial_y2, initial_y2], color='green', linewidth=2, picker=10, linestyle='--') + self.cursor_vert1 = Line2D([initial_x, initial_x], [ymin, ymax], color='yellow', linewidth=2, picker=10, linestyle='--') + self.cursor_horiz1 = Line2D([xmin, xmax], [initial_y, initial_y], color='yellow', linewidth=2, picker=10, linestyle='--') + self.cursor_vert2 = Line2D([initial_x2, initial_x2], [ymin, ymax], color='green', linewidth=2, picker=10, linestyle='--') + self.cursor_horiz2 = Line2D([xmin, xmax], [initial_y2, initial_y2], color='green', linewidth=2, picker=10, linestyle='--') + + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {initial_x:.2f}") + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {initial_x:.2f}") + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {initial_x2:.2f}") + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {initial_y2:.2f}") # define the dots that connect the cursors - dot1 = Circle((initial_x, initial_y), radius=0.05, color='yellow', picker=10) - dot2 = Circle((initial_x2, initial_y2), radius=0.05, color='green', picker=10) - - if dot1.center[0] is not None and dot1.center[1] is not None and dot2.center[0] is not None and dot2.center[1] is not None: - x1_pixel = int((dot1.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - y1_pixel = int((dot1.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - self.square_coords[0] = (x1_pixel, y1_pixel) - x2_pixel = int((dot2.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - y2_pixel = int((dot2.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - self.square_coords[1] = (x2_pixel, y2_pixel) - - ax.add_line(cursor_vert1) - ax.add_line(cursor_horiz1) - ax.add_patch(dot1) - ax.add_line(cursor_vert2) - ax.add_line(cursor_horiz2) - ax.add_patch(dot2) + self.dot1 = Circle((initial_x, initial_y), radius=0.05, color='yellow', picker=10) + self.dot2 = Circle((initial_x2, initial_y2), radius=0.05, color='green', picker=10) - ax.set_xlabel('Energy (eV)') - ax.set_ylabel('Momentum (1/A)') - self.axs[0, 1].set_xlabel('Energy (eV)') - self.axs[0, 1].set_ylabel('intensity (a.u.)') + self.change_pixel_to_arrayslot() + + x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) + x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 + self.integrated_edc=self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) + x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 + self.integrated_mdc=self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + + ax.add_line(self.cursor_vert1) + ax.add_line(self.cursor_horiz1) + ax.add_patch(self.dot1) + ax.add_line(self.cursor_vert2) + ax.add_line(self.cursor_horiz2) + ax.add_patch(self.dot2) initial_xe=1 axe.axvline(x=initial_xe, color='red', linestyle='--',linewidth=2, label='Vertical Line') @@ -334,18 +450,18 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.fig.canvas.draw() self.active_cursor = None def on_pick(event): # function to pick up the cursors or the dots - if event.artist == cursor_vert1: - self.active_cursor = cursor_vert1 - elif event.artist == cursor_horiz1: - self.active_cursor = cursor_horiz1 - elif event.artist == dot1: - self.active_cursor = dot1 - elif event.artist == cursor_vert2: - self.active_cursor = cursor_vert2 - elif event.artist == cursor_horiz2: - self.active_cursor = cursor_horiz2 - elif event.artist == dot2: - self.active_cursor = dot2 + if event.artist == self.cursor_vert1: + self.active_cursor = self.cursor_vert1 + elif event.artist == self.cursor_horiz1: + self.active_cursor = self.cursor_horiz1 + elif event.artist == self.dot1: + self.active_cursor = self.dot1 + elif event.artist == self.cursor_vert2: + self.active_cursor = self.cursor_vert2 + elif event.artist == self.cursor_horiz2: + self.active_cursor = self.cursor_horiz2 + elif event.artist == self.dot2: + self.active_cursor = self.dot2 elif event.artist == self.Line1: self.active_cursor =self. Line1 elif event.artist == self.Line2: @@ -353,39 +469,46 @@ def on_pick(event): # function to pick up the cursors or the dots self.active_cursor=None def on_motion(event): # function to move the cursors or the dots if self.active_cursor is not None and event.inaxes == ax: - if self.active_cursor == cursor_vert1: - cursor_vert1.set_xdata([event.xdata, event.xdata]) - dot1.center = (event.xdata, dot1.center[1]) - # print(False) - elif self.active_cursor == cursor_horiz1: - cursor_horiz1.set_ydata([event.ydata, event.ydata]) - dot1.center = (dot1.center[0], event.ydata) - elif self.active_cursor == dot1: - dot1.center = (event.xdata, event.ydata) - cursor_vert1.set_xdata([event.xdata, event.xdata]) - cursor_horiz1.set_ydata([event.ydata, event.ydata]) - elif self.active_cursor == cursor_vert2: - cursor_vert2.set_xdata([event.xdata, event.xdata]) - dot2.center = (event.xdata, dot2.center[1]) - elif self.active_cursor == cursor_horiz2: - cursor_horiz2.set_ydata([event.ydata, event.ydata]) - dot2.center = (dot2.center[0], event.ydata) - elif self.active_cursor == dot2: - dot2.center = (event.xdata, event.ydata) - cursor_vert2.set_xdata([event.xdata, event.xdata]) - cursor_horiz2.set_ydata([event.ydata, event.ydata]) + if self.active_cursor == self.cursor_vert1: + self.cursor_vert1.set_xdata([event.xdata, event.xdata]) + self.dot1.center = (event.xdata, self.dot1.center[1]) + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {event.xdata:.2f}") + elif self.active_cursor == self.cursor_horiz1: + self.cursor_horiz1.set_ydata([event.ydata, event.ydata]) + self.dot1.center = (self.dot1.center[0], event.ydata) + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {event.ydata:.2f}") + elif self.active_cursor == self.dot1: + self.dot1.center = (event.xdata, event.ydata) + self.cursor_vert1.set_xdata([event.xdata, event.xdata]) + self.cursor_horiz1.set_ydata([event.ydata, event.ydata]) + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {event.xdata:.2f}") + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {event.ydata:.2f}") + elif self.active_cursor == self.cursor_vert2: + self.cursor_vert2.set_xdata([event.xdata, event.xdata]) + self.dot2.center = (event.xdata, self.dot2.center[1]) + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {event.xdata:.2f}") + elif self.active_cursor == self.cursor_horiz2: + self.cursor_horiz2.set_ydata([event.ydata, event.ydata]) + self.dot2.center = (self.dot2.center[0], event.ydata) + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {event.ydata:.2f}") + elif self.active_cursor == self.dot2: + self.dot2.center = (event.xdata, event.ydata) + self.cursor_vert2.set_xdata([event.xdata, event.xdata]) + self.cursor_horiz2.set_ydata([event.ydata, event.ydata]) + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {event.xdata:.2f}") + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {event.ydata:.2f}") self.fig.canvas.draw() - - plt.draw() - if dot1.center[0] is not None and dot1.center[1] is not None and dot2.center[0] is not None and dot2.center[1] is not None: # convert the value of the pixel to the value of the slot in the data - x1_pixel=int((dot1.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - y1_pixel=int((dot1.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - self.square_coords[0]=(x1_pixel,y1_pixel) - x2_pixel=int((dot2.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - y2_pixel=int((dot2.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - self.square_coords[1]=(x2_pixel,y2_pixel) - + + self.change_pixel_to_arrayslot() update_show(self.slider1.value(),self.slider2.value()) elif self.active_cursor is not None and event.inaxes == axe: @@ -412,4 +535,8 @@ def on_release(event):# function to release the selected object self.integrate_k=integrate_k self.put_cursors=put_cursors self.remove_cursors=remove_cursors - \ No newline at end of file +# if __name__ == "__main__": +# app = QApplication(sys.argv) +# window = GraphWindow() +# window.show() +# sys.exit(app.exec_()) \ No newline at end of file From 38cc77c6043eb612c3c6fc18c52c4798d88288d0 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 10 Apr 2025 19:58:44 +0200 Subject: [PATCH 04/74] Changed the name of the class to Gui_3d --- src/mpes_tools/Gui_3d.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index aebd37e..6a1bfe8 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -13,7 +13,7 @@ import xarray as xr -class GraphWindow(QMainWindow): #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC +class Gui_3d(QMainWindow): #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC def __init__(self,data_array: xr.DataArray,t,dt,technique): global t_final super().__init__() From edecfcf3bc09fca4e7e05ed22980dec446663898 Mon Sep 17 00:00:00 2001 From: rettigl Date: Fri, 11 Apr 2025 22:19:19 +0200 Subject: [PATCH 05/74] update imports --- src/mpes_tools/Main.py | 8 ++++---- src/mpes_tools/__init__.py | 4 ++-- src/mpes_tools/call_gui.py | 4 ++-- src/mpes_tools/show_4d_window.py | 8 ++++---- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/src/mpes_tools/Main.py b/src/mpes_tools/Main.py index a0c23c5..eb9f0c0 100644 --- a/src/mpes_tools/Main.py +++ b/src/mpes_tools/Main.py @@ -5,10 +5,10 @@ import matplotlib.pyplot as plt import numpy as np import h5py -from additional_window import GraphWindow +from mpes_tools.Gui_3d import Gui_3d import xarray as xr -from hdf5 import load_h5 -from show_4d_window import show_4d_window +from mpes_tools.hdf5 import load_h5 +from mpes_tools.show_4d_window import show_4d_window import os from PyQt5.QtGui import QPixmap @@ -76,7 +76,7 @@ def open_file_phoibos(self): V1 = xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']] # print(data.dims) - graph_window= GraphWindow(V1,0,0,'Phoibos') + graph_window= Gui_3d(V1,0,0,'Phoibos') graph_window.show() self.graph_windows.append(graph_window) diff --git a/src/mpes_tools/__init__.py b/src/mpes_tools/__init__.py index ea74086..cb01bcb 100644 --- a/src/mpes_tools/__init__.py +++ b/src/mpes_tools/__init__.py @@ -1,7 +1,7 @@ """mpes-tools module easy access APIs.""" import importlib.metadata -from mpes_tools.show_4d_window import MainWindow +from mpes_tools.show_4d_window import show_4d_window __version__ = importlib.metadata.version("mpes-tools") -__all__ = ["MainWindow"] \ No newline at end of file +__all__ = ["show_4d_window"] \ No newline at end of file diff --git a/src/mpes_tools/call_gui.py b/src/mpes_tools/call_gui.py index 14194a6..89d4c5c 100644 --- a/src/mpes_tools/call_gui.py +++ b/src/mpes_tools/call_gui.py @@ -1,11 +1,11 @@ from PyQt5.QtWidgets import QApplication -from Arpes_gui import MainWindow # Assuming the first code is saved as main_window.py +from mpes_tools.Main import ARPES_Analyser # Assuming the first code is saved as main_window.py import sys if __name__ == "__main__": app = QApplication(sys.argv) # Initialize the Qt application - window = MainWindow() # Create an instance of your main window + window = ARPES_Analyser() # Create an instance of your main window window.show() # Show the window sys.exit(app.exec_()) # Run the Qt event loop diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 69a0a1a..6c3bf7f 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -5,7 +5,7 @@ import matplotlib.pyplot as plt import numpy as np import h5py -from mpes_tools.Gui_3d import GraphWindow +from mpes_tools.Gui_3d import Gui_3d import xarray as xr from mpes_tools.hdf5 import load_h5 @@ -147,7 +147,7 @@ def open_graph_kxkydt(self): E1=self.data_array[self.axes[2]][self.slider1[0].value()].item() E2=self.data_array[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()+1].item() data_kxkydt = self.data_array.loc[{self.axes[2]:slice(E1,E2)}].mean(dim=(self.axes[2])) - graph_window=GraphWindow(data_kxkydt, self.slider3[0].value(), self.slider4[0].value(),'METIS') + graph_window=Gui_3d(data_kxkydt, self.slider3[0].value(), self.slider4[0].value(),'METIS') # Show the graph window graph_window.show() self.graph_windows.append(graph_window) @@ -156,7 +156,7 @@ def open_graph_kxedt(self): ky1=self.data_array[self.axes[1]][self.slider1[1].value()].item() ky2=self.data_array[self.axes[1]][self.slider1[1].value()+self.slider2[1].value()+1].item() data_kxedt = self.data_array.loc[{self.axes[1]:slice(ky1,ky2)}].mean(dim=(self.axes[1])) - graph_window = GraphWindow(data_kxedt, self.slider3[1].value(), self.slider4[1].value(),'METIS') + graph_window = Gui_3d(data_kxedt, self.slider3[1].value(), self.slider4[1].value(),'METIS') # Show the graph window graph_window.show() self.graph_windows.append(graph_window) @@ -166,7 +166,7 @@ def open_graph_kyedt(self): kx2=self.data_array[self.axes[0]][self.slider1[2].value()+self.slider2[2].value()+1].item() data_kyedt = self.data_array.loc[{self.axes[0]:slice(kx1,kx2)}].mean(dim=(self.axes[0])) print(type(data_kyedt)) - graph_window = GraphWindow(data_kyedt, self.slider3[2].value(), self.slider4[2].value(),'METIS') + graph_window = Gui_3d(data_kyedt, self.slider3[2].value(), self.slider4[2].value(),'METIS') # Show the graph window graph_window.show() From 263c72b3dfde1f48c92c3ec2158ef390d48edcdb Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 11 Apr 2025 14:54:26 +0200 Subject: [PATCH 06/74] Took out the cursors for the EDC graph since it will be treated in the fit panel, add more comments to the code --- src/mpes_tools/Gui_3d.py | 167 +++++++++++---------------------------- 1 file changed, 46 insertions(+), 121 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 6a1bfe8..ce4b338 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -12,10 +12,10 @@ import xarray as xr - -class Gui_3d(QMainWindow): #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC +#graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC +# Two vertical cursors and two horizontal cursors are defined in the main graph with each same color for the cursors being horizontal and vertical intercept each other in a dot so one can move either each cursor or the dot itself which will move both cursors. +class Gui_3d(QMainWindow): def __init__(self,data_array: xr.DataArray,t,dt,technique): - global t_final super().__init__() self.setWindowTitle("Graph Window") @@ -36,9 +36,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.checkbox_k = QCheckBox("Integrate_k") self.checkbox_k.stateChanged.connect(self.checkbox_k_changed) - - self.checkbox_cursors = QCheckBox("energy_cursors") - self.checkbox_cursors.stateChanged.connect(self.checkbox_cursors_changed) self.save_button = QPushButton('Save Results', self) self.save_button.clicked.connect(self.save_results) @@ -85,32 +82,16 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): # self.slider1.setFixedSize(200, 12) # Change the width and height as needed # self.slider2.setFixedSize(200, 12) # Change the width and height as needed + # Create a layout for the central widget slider_layout.addWidget(self.slider1) slider_layout.addWidget(self.slider1_label) slider_layout.addWidget(self.slider2) slider_layout.addWidget(self.slider2_label) layout.addLayout(slider_layout) - # Create a layout for the central widget - self.active_cursor = None - self.cursorlinev1=1 - self.cursorlinev2=0 - # self.v1_pixel=None - # self.v2_pixel=None - self.Line1=None - self.Line2=None - self.square_artists = [] # To store the artists representing the dots - self.square_coords = [[0, 0], [0, 0]] # To store the coordinates of the dots - self.square_count = 0 # To keep track of the number of dots drawn - - - self.cid_press2= None - self.line_artists=[] - self.cid_press3 = None - self.cid_press4 = None - self.cid_press = None - # Create a figure and canvas for the graph + + self.data=data_array self.axis=[data_array.coords[dim].data for dim in data_array.dims] # print(data_array.dims) @@ -118,9 +99,19 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.axis[1]=self.axis[1]-21.7 self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) + + + # define the cut for the spectra of the main graph + self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + self.t=t self.dt=dt - self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + self.active_cursor = None + self.Line1=None + self.Line2=None + self.square_artists = [] # To store the artists representing the dots + self.square_coords = [[0, 0], [0, 0]] # To store the coordinates of the dots + self.square_count = 0 # To keep track of the number of dots drawn self.cursor_vert1 = [] self.cursor_horiz1 = [] self.cursor_vert2 =[] @@ -128,15 +119,15 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.integrated_edc=None self.integrated_mdc=None - self.ssshow(t,dt) + self.slider1.setRange(0,len(self.axis[2])-1) self.slider1_label.setText(self.data.dims[2]+": 0") self.slider2_label.setText("Δ"+self.data.dims[2]+": 0") - self.plot=np.zeros_like(self.data[1,:]) self.slider1.valueChanged.connect(self.slider1_changed) self.slider2.valueChanged.connect(self.slider2_changed) - t_final=self.axis[2].shape[0] + + self.show(t,dt) menu_bar = self.menuBar() graph_menu1 = menu_bar.addMenu("Fit Panel") @@ -182,35 +173,8 @@ def save_results(self): # with open('gui_results.json', 'w') as f: # json.dump(results, f) print("Results saved!") - - def results_3d(self): - def integrated_edc(self): - return self.integrated_edc - def integrated_mdc(self): - return self.integrated_mdc - def yellowline_edc(self): - return self.data_t.isel({self.data.dims[0]:self.square_coords[0][1]}) - def greenline_edc(self): - return self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}) - def yellowline_mdc(self): - return self.data_t.isel({self.data.dims[1]: int(self.square_coords[0][0])}) - def greenline_mdc(self): - return self.data_t.isel({self.data.dims[1]: int(self.square_coords[1][0])}) - def current_spectra(self): - return self.data_t - def intensity_box(self): - return self.int - def yellow_vertical(self): - return self.dot1.center[0] - def yellow_horizontal(self): - return self.dot1.center[1] - def green_vertical(self): - return self.dot2.center[0] - def green_horizontal(self): - return self.dot2.center[1] - - - def main_graph_cursor_changed(self, index): + + def main_graph_cursor_changed(self, index): #set manually the values for the cursors in the main graph value = self.cursor_inputs[index].text() value=float(value) if index ==0: @@ -252,7 +216,6 @@ def change_pixel_to_arrayslot(self):# convert the value of the pixel to the valu def slider1_changed(self,value): # change the slider controlling the third dimension # self.slider1_label.setText(str(value)) - print(value) base = self.slider1_label.text().split(':')[0] self.slider1_label.setText(f"{base}: {self.data[self.data.dims[2]][value].item():.2f}") self.update_show(self.slider1.value(),self.slider2.value()) @@ -263,22 +226,17 @@ def slider2_changed(self,value): # change the slider controlling the third dimen self.slider2_label.setText(f"{base}: {value}") self.update_show(self.slider1.value(),self.slider2.value()) self.dt=self.slider2.value() - def checkbox_e_changed(self, state): - print(state) + def checkbox_e_changed(self, state): # Checkbox for integrating the EDC between the cursors if state == Qt.Checked: self.integrate_E() else: self.update_show(self.slider1.value(),self.slider2.value()) - def checkbox_k_changed(self, state): + def checkbox_k_changed(self, state): # Checkbox for integrating the MDC between the cursors if state == Qt.Checked: self.integrate_k() else: self.update_show(self.slider1.value(),self.slider2.value()) - def checkbox_cursors_changed(self, state): - if state == Qt.Checked: - self.put_cursors() - else: - self.remove_cursors() + def fit_energy_panel(self,event): # open up the fit panel for the EDC graph_window=fit_panel(self.data,self.square_coords[0][1], self.square_coords[1][1], self.t, self.dt, self.data.dims[1]) @@ -294,20 +252,7 @@ def fit_box_panel(self,event): # open up the fit panel for the intensity box self.graph_windows.append(graph_window) - def ssshow(self, t, dt): # This is where the updates after changing the sliders happen - - def put_cursors(): # add cursors in the EDC graph - # Adjust to use xarray's coords for axis referencing - self.Line1 = axe.axvline(x=self.cursorlinev1, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) - self.Line2 = axe.axvline(x=self.cursorlinev2, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) - plt.draw() - self.fig.canvas.draw() - - def remove_cursors(): # remoe cursors in the EDC graph - self.Line1.remove() - self.Line2.remove() - plt.draw() - self.fig.canvas.draw() + def show(self, t, dt): # This is where the updates after changing the sliders happen def integrate_E(): # integrate EDC between the two cursors in the main graph self.axs[1, 0].clear() @@ -374,34 +319,27 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}).plot(ax=self.axs[1,0],color='green') self.data_t.isel({self.data.dims[1]:int(self.square_coords[0][0])}).plot(ax=self.axs[0,1],color='orange') self.data_t.isel({self.data.dims[1]:int(self.square_coords[1][0])}).plot(ax=self.axs[0,1],color='green') - - - - if self.checkbox_cursors.isChecked(): - self.Line1 = self.axs[1, 0].axvline(x=self.cursorlinev1, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) - self.Line2 = self.axs[1, 0].axvline(x=self.cursorlinev2, color='red', linestyle='--', linewidth=2, label='Vertical Line', picker=10) - plt.draw() - self.fig.canvas.draw() - - box() + + box() # update the intensity box graph time1 = self.axis[2][t] timedt1 = self.axis[2][t + dt] - self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1}') + self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') self.fig.canvas.draw() plt.draw() # im6 = self.axs[0, 0].imshow(self.data_t.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower',cmap='terrain', aspect='auto') + + # plot the main graph im = self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]).plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) - # define the cursors in the main graph + # define the initial positions of the cursors in the main graph initial_x = 0 initial_y = 0 initial_x2 = 0.5 initial_y2 = 0.5 ax = self.axs[0, 0] - axe = self.axs[1, 0] - + # define the lines for the cursors ymin, ymax = self.axs[0, 0].get_ylim() xmin, xmax = self.axs[0, 0].get_ylim() ymin, ymax = 5 * ymin, 5 * ymax @@ -411,6 +349,7 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.cursor_vert2 = Line2D([initial_x2, initial_x2], [ymin, ymax], color='green', linewidth=2, picker=10, linestyle='--') self.cursor_horiz2 = Line2D([xmin, xmax], [initial_y2, initial_y2], color='green', linewidth=2, picker=10, linestyle='--') + # show the initial values of the cursors base = self.cursor_label[0].text().split(':')[0] self.cursor_label[0].setText(f"{base}: {initial_x:.2f}") base = self.cursor_label[1].text().split(':')[0] @@ -423,28 +362,25 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and # define the dots that connect the cursors self.dot1 = Circle((initial_x, initial_y), radius=0.05, color='yellow', picker=10) self.dot2 = Circle((initial_x2, initial_y2), radius=0.05, color='green', picker=10) + + # add the lines and the cursors to the main graph + ax.add_line(self.cursor_vert1) + ax.add_line(self.cursor_horiz1) + ax.add_patch(self.dot1) + ax.add_line(self.cursor_vert2) + ax.add_line(self.cursor_horiz2) + ax.add_patch(self.dot2) self.change_pixel_to_arrayslot() + # define the integrated EDC and MDC x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 self.integrated_edc=self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 self.integrated_mdc=self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) - - ax.add_line(self.cursor_vert1) - ax.add_line(self.cursor_horiz1) - ax.add_patch(self.dot1) - ax.add_line(self.cursor_vert2) - ax.add_line(self.cursor_horiz2) - ax.add_patch(self.dot2) - initial_xe=1 - - axe.axvline(x=initial_xe, color='red', linestyle='--',linewidth=2, label='Vertical Line') - axe.axvline(x=100, color='red', linestyle='--',linewidth=2, label='Vertical Line') - axe.axhline(y=0, color='red', linestyle='--',linewidth=2, label='Horizontal Line') - axe.axhline(y=100, color='red', linestyle='--',linewidth=2, label='Horizontal Line') + plt.draw() update_show(self.slider1.value(),self.slider2.value()) self.fig.canvas.draw() @@ -511,17 +447,7 @@ def on_motion(event): # function to move the cursors or the dots self.change_pixel_to_arrayslot() update_show(self.slider1.value(),self.slider2.value()) - elif self.active_cursor is not None and event.inaxes == axe: - if self.active_cursor == self.Line1: - self.Line1.set_xdata([event.xdata, event.xdata]) - self.cursorlinev1= event.xdata - elif self.active_cursor == self.Line2: - self.Line2.set_xdata([event.xdata, event.xdata]) - self.cursorlinev2= event.xdata - self.fig.canvas.draw() - plt.draw() - self.v1_pixel=int((self.cursorlinev1 - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - self.v2_pixel=int((self.cursorlinev2 - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + def on_release(event):# function to release the selected object self.active_cursor = None @@ -533,8 +459,7 @@ def on_release(event):# function to release the selected object self.update_show=update_show self.integrate_E=integrate_E self.integrate_k=integrate_k - self.put_cursors=put_cursors - self.remove_cursors=remove_cursors + # if __name__ == "__main__": # app = QApplication(sys.argv) # window = GraphWindow() From 82bac6e0891ff1042ee514a1623b37b8c3fe387c Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 11 Apr 2025 15:39:41 +0200 Subject: [PATCH 07/74] changed the method of plotting the xaarays --- src/mpes_tools/Gui_3d.py | 81 +++++++++++++++++++++------------------- 1 file changed, 42 insertions(+), 39 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index ce4b338..eba988a 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -127,7 +127,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.slider1.valueChanged.connect(self.slider1_changed) self.slider2.valueChanged.connect(self.slider2_changed) - self.show(t,dt) + self.show_graphs(t,dt) menu_bar = self.menuBar() graph_menu1 = menu_bar.addMenu("Fit Panel") @@ -197,7 +197,7 @@ def main_graph_cursor_changed(self, index): #set manually the values for the cur self.dot2.center = (self.dot2.center[0], value) base = self.cursor_label[3].text().split(':')[0] self.cursor_label[3].setText(f"{base}: {value:.2f}") - self.change_pixel_to_arrayslot() + # self.change_pixel_to_arrayslot() self.update_show(self.slider1.value(),self.slider2.value()) try: num = float(value) @@ -205,14 +205,14 @@ def main_graph_cursor_changed(self, index): #set manually the values for the cur # Update graph logic here except ValueError: print("Invalid input!") - def change_pixel_to_arrayslot(self):# convert the value of the pixel to the value of the slot in the data - if self.dot1.center[0] is not None and self.dot1.center[1] is not None and self.dot2.center[0] is not None and self.dot2.center[1] is not None: - x1_pixel=int((self.dot1.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - y1_pixel=int((self.dot1.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - self.square_coords[0]=[x1_pixel,y1_pixel] - x2_pixel=int((self.dot2.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - y2_pixel=int((self.dot2.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - self.square_coords[1]=[x2_pixel,y2_pixel] + # def change_pixel_to_arrayslot(self):# convert the value of the pixel to the value of the slot in the data + # if self.dot1.center[0] is not None and self.dot1.center[1] is not None and self.dot2.center[0] is not None and self.dot2.center[1] is not None: + # x1_pixel=int((self.dot1.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # y1_pixel=int((self.dot1.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + # self.square_coords[0]=[x1_pixel,y1_pixel] + # x2_pixel=int((self.dot2.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) + # y2_pixel=int((self.dot2.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) + # self.square_coords[1]=[x2_pixel,y2_pixel] def slider1_changed(self,value): # change the slider controlling the third dimension # self.slider1_label.setText(str(value)) @@ -252,17 +252,17 @@ def fit_box_panel(self,event): # open up the fit panel for the intensity box self.graph_windows.append(graph_window) - def show(self, t, dt): # This is where the updates after changing the sliders happen + def show_graphs(self, t, dt): # This is where the updates after changing the sliders happen def integrate_E(): # integrate EDC between the two cursors in the main graph self.axs[1, 0].clear() plt.draw() - x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) - x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 + x_min = int(min(self.dot2.center[1], self.dot1.center[1])) + x_max = int(max(self.dot2.center[1], self.dot1.center[1])) + 1 # self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) - self.integrated_edc=self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + self.integrated_edc=self.data_t.sel({self.data.dims[0]:slice(x_min, x_max)}, method='nearest').sum(dim=self.data.dims[0]) self.integrated_edc.plot(ax=self.axs[1,0]) self.fig.canvas.draw() @@ -270,26 +270,28 @@ def integrate_k(): # integrate MDC between the two cursors in the main graph self.axs[0, 1].clear() plt.draw() - x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) - x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 + x_min = int(min(self.dot1.center[0], self.dot2.center[0])) + x_max = int(max(self.dot1.center[0], self.dot2.center[0])) + 1 # self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) - self.integrated_mdc=self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + self.integrated_mdc=self.data_t.sel({self.data.dims[1]:slice(x_min, x_max)}, method='nearest').sum(dim=self.data.dims[1]) self.integrated_mdc.plot(ax=self.axs[0,1]) self.fig.canvas.draw() def box(): # generate the intensity graph between the four cursors in the main graph - self.int = np.zeros_like(self.axis[2]) self.axs[1, 1].clear() - x0, y0 = map(int, self.square_coords[0]) - x1, y1 = map(int, self.square_coords[1]) + + x0,y0=self.dot1.center + x1,y1=self.dot2.center # Ensure (x0, y0) is the top-left corner and (x1, y1) is the bottom-right x0, x1 = sorted([x0, x1]) y0, y1 = sorted([y0, y1]) - - self.int = self.data.isel({self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}).sum(dim=(self.data.dims[0], self.data.dims[1])) + print (x0,x1,y0,y1) + + self.int = self.data.loc[{self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}].sum(dim=(self.data.dims[0], self.data.dims[1])) + print (self.int) if x0 != x1 and y0 != y1: self.int.plot(ax=self.axs[1,1]) @@ -299,26 +301,29 @@ def box(): # generate the intensity graph between the four cursors in the main g def update_show(t, dt): # update the main graph as well as the relevant EDC and MDC cuts. Also the box intensity self.axs[0, 1].clear() self.axs[1, 0].clear() + #update the main graph/ spectra self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) im.set_array(self.data_t) + # show the cuts for the EDC and MDC if self.checkbox_e.isChecked() and self.checkbox_k.isChecked(): integrate_E() integrate_k() elif self.checkbox_e.isChecked(): integrate_E() - self.data_t.isel({self.data.dims[1]: int(self.square_coords[0][0])}).plot(ax=self.axs[0, 1], color='orange') - self.data_t.isel({self.data.dims[1]:int(self.square_coords[1][0])}).plot(ax=self.axs[0, 1], color='green') + self.data_t.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='orange') + self.data_t.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='green') elif self.checkbox_k.isChecked(): integrate_k() - self.data_t.isel({self.data.dims[0]:self.square_coords[0][1]}).plot(ax=self.axs[1, 0], color='orange') - self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}).plot(ax=self.axs[1, 0], color='green') + self.data_t.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='orange') + self.data_t.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='green') - else: - self.data_t.isel({self.data.dims[0]:self.square_coords[0][1]}).plot(ax=self.axs[1,0],color='orange') - self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}).plot(ax=self.axs[1,0],color='green') - self.data_t.isel({self.data.dims[1]:int(self.square_coords[0][0])}).plot(ax=self.axs[0,1],color='orange') - self.data_t.isel({self.data.dims[1]:int(self.square_coords[1][0])}).plot(ax=self.axs[0,1],color='green') + else: + self.data_t.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='orange') + self.data_t.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='green') + self.data_t.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') + self.data_t.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') + box() # update the intensity box graph time1 = self.axis[2][t] @@ -326,8 +331,6 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') self.fig.canvas.draw() plt.draw() - - # im6 = self.axs[0, 0].imshow(self.data_t.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower',cmap='terrain', aspect='auto') # plot the main graph im = self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]).plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) @@ -371,14 +374,14 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and ax.add_line(self.cursor_horiz2) ax.add_patch(self.dot2) - self.change_pixel_to_arrayslot() + # self.change_pixel_to_arrayslot() # define the integrated EDC and MDC - x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) - x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 + x_min = int(min(self.dot2.center[1], self.dot1.center[1])) + x_max = int(max(self.dot2.center[1], self.dot1.center[1])) + 1 self.integrated_edc=self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) - x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) - x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 + x_min = int(min(self.dot1.center[0], self.dot2.center[0])) + x_max = int(max(self.dot1.center[0], self.dot2.center[0])) + 1 self.integrated_mdc=self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) plt.draw() @@ -444,7 +447,7 @@ def on_motion(event): # function to move the cursors or the dots self.fig.canvas.draw() plt.draw() - self.change_pixel_to_arrayslot() + # self.change_pixel_to_arrayslot() update_show(self.slider1.value(),self.slider2.value()) From c690b4a197ecabc300bc41581cb46518f33d2f8d Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 11 Apr 2025 15:47:44 +0200 Subject: [PATCH 08/74] added small comments --- src/mpes_tools/Gui_3d.py | 28 +++++++++------------------- 1 file changed, 9 insertions(+), 19 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index eba988a..691e698 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -30,7 +30,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) self.canvas = FigureCanvas(self.fig) - + # add the checkboxes for EDC and MDC integration and the button to save the results self.checkbox_e = QCheckBox("Integrate_energy") self.checkbox_e.stateChanged.connect(self.checkbox_e_changed) @@ -40,6 +40,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.save_button = QPushButton('Save Results', self) self.save_button.clicked.connect(self.save_results) + #create the layout h_layout = QHBoxLayout() self.cursor_label=[] self.cursor_inputs = [] @@ -66,7 +67,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): layout.addLayout(h_layout) layout.addWidget(self.canvas) layout.addWidget(self.save_button) - # layout.addWidget(self.checkbox_cursors) slider_layout= QHBoxLayout() self.slider1 = QSlider(Qt.Horizontal) @@ -89,21 +89,17 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): slider_layout.addWidget(self.slider2_label) layout.addLayout(slider_layout) - - - + #define the data_array self.data=data_array self.axis=[data_array.coords[dim].data for dim in data_array.dims] - # print(data_array.dims) if technique == 'Phoibos': self.axis[1]=self.axis[1]-21.7 self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) - - - + # define the cut for the spectra of the main graph self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + #Initialize the relevant prameters self.t=t self.dt=dt self.active_cursor = None @@ -119,7 +115,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.integrated_edc=None self.integrated_mdc=None - + # sliders for the delay self.slider1.setRange(0,len(self.axis[2])-1) self.slider1_label.setText(self.data.dims[2]+": 0") self.slider2_label.setText("Δ"+self.data.dims[2]+": 0") @@ -127,8 +123,10 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.slider1.valueChanged.connect(self.slider1_changed) self.slider2.valueChanged.connect(self.slider2_changed) + #run the main code to show the graphs and cursors self.show_graphs(t,dt) + #create a menu for the fit panel menu_bar = self.menuBar() graph_menu1 = menu_bar.addMenu("Fit Panel") @@ -151,7 +149,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): - def save_results(self): + def save_results(self):#save the relevant results in a .pkl file which can be accessed easily for Jupyter Notebook workflow results = { 'integrated_edc': self.integrated_edc, 'integrated_mdc': self.integrated_mdc, @@ -205,14 +203,6 @@ def main_graph_cursor_changed(self, index): #set manually the values for the cur # Update graph logic here except ValueError: print("Invalid input!") - # def change_pixel_to_arrayslot(self):# convert the value of the pixel to the value of the slot in the data - # if self.dot1.center[0] is not None and self.dot1.center[1] is not None and self.dot2.center[0] is not None and self.dot2.center[1] is not None: - # x1_pixel=int((self.dot1.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # y1_pixel=int((self.dot1.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # self.square_coords[0]=[x1_pixel,y1_pixel] - # x2_pixel=int((self.dot2.center[0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # y2_pixel=int((self.dot2.center[1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # self.square_coords[1]=[x2_pixel,y2_pixel] def slider1_changed(self,value): # change the slider controlling the third dimension # self.slider1_label.setText(str(value)) From e993b0eabf926f651c6a252fb5449947e83f1419 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 11 Apr 2025 16:58:55 +0200 Subject: [PATCH 09/74] small change --- src/mpes_tools/show_4d_window.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 6c3bf7f..029c822 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -227,8 +227,7 @@ def update_energy(self,Energy,dE,te,dte): data_avg=self.data_array.loc[{self.axes[2]:slice(E1,E2), self.axes[3]:slice(te1,te2)}].mean(dim=(self.axes[2], self.axes[3])) self.im=data_avg.T.plot(ax=ax,cmap='terrain') ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') - # print(self.data_array.coords[self.axes[0]][self.slider1[1].value()].item()) - # self.ev = ax.axvline(x=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.ev = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') self.eh = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') From c8d649725c1f7c662d47a79901ff5c454b63e99f Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Sat, 12 Apr 2025 18:07:58 +0200 Subject: [PATCH 10/74] add extraction result button for the Jupyter Notebook and corrected small bug the fit panel --- src/mpes_tools/Gui_3d.py | 150 ++++++++++++++++++++----------- src/mpes_tools/fit_panel.py | 8 +- src/mpes_tools/graphs.py | 2 - src/mpes_tools/show_4d_window.py | 22 ++--- 4 files changed, 114 insertions(+), 68 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 691e698..c053588 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -9,6 +9,7 @@ import json import pickle from mpes_tools.fit_panel import fit_panel +from IPython.core.getipython import get_ipython import xarray as xr @@ -28,8 +29,10 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): layout = QVBoxLayout() central_widget.setLayout(layout) + self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) self.canvas = FigureCanvas(self.fig) + # plt.ioff() # add the checkboxes for EDC and MDC integration and the button to save the results self.checkbox_e = QCheckBox("Integrate_energy") self.checkbox_e.stateChanged.connect(self.checkbox_e_changed) @@ -37,8 +40,9 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.checkbox_k = QCheckBox("Integrate_k") self.checkbox_k.stateChanged.connect(self.checkbox_k_changed) - self.save_button = QPushButton('Save Results', self) - self.save_button.clicked.connect(self.save_results) + self.save_button = QPushButton('Extract results', self) + self.save_button.clicked.connect(self.create_new_cell) + # self.save_button.clicked.connect(self.save_results) #create the layout h_layout = QHBoxLayout() @@ -97,7 +101,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) # define the cut for the spectra of the main graph - self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) #Initialize the relevant prameters self.t=t @@ -105,9 +109,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.active_cursor = None self.Line1=None self.Line2=None - self.square_artists = [] # To store the artists representing the dots - self.square_coords = [[0, 0], [0, 0]] # To store the coordinates of the dots - self.square_count = 0 # To keep track of the number of dots drawn self.cursor_vert1 = [] self.cursor_horiz1 = [] self.cursor_vert2 =[] @@ -147,17 +148,67 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): print(data_array.dims) - + def create_new_cell(self): + content = f""" +# Code generated by GUI for the following parameters: +import matplotlib.pyplot as plt +# data= 'your data_array' +data=V1 +data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) +time1={self.axis[2][self.slider1.value()]} +time2={self.axis[2][self.slider1.value()+self.slider2.value()]} +t={self.slider1.value()} +dt={self.slider2.value()} +data2D_plot=data.isel({{data.dims[2]:slice(t, t+dt+1)}}).sum(dim=data.dims[2]) +yellowline_edc_energy={self.dot1.center[1]} +greenline_edc_energy={self.dot2.center[1]} +yellowline_mdc_momentum={self.dot1.center[0]} +greenline_mdc_momentum={self.dot2.center[0]} +#plot Data_2d between t and t+dt +fig,ax=plt.subplots(1,1,figsize=(12,8)) +data2D_plot.plot(ax=ax, cmap='terrain', add_colorbar=False) +#plot EDC yellow and green +fig,ax=plt.subplots(1,1,figsize=(12,8)) +data2D_plot.sel({{data.dims[0]:yellowline_edc_energy}}, method='nearest').plot(ax=ax,color='orange') +data2D_plot.sel({{data.dims[0]:greenline_edc_energy}}, method='nearest').plot(ax=ax,color='green') +#plot integrated EDC +fig,ax=plt.subplots(1,1,figsize=(12,8)) +data2D_plot.sel({{data.dims[0]:slice(min(greenline_edc_energy,yellowline_edc_energy), max(greenline_edc_energy,yellowline_edc_energy))}}).sum(dim=data.dims[0]).plot(ax=ax) +#plot MDC yellow and green +fig,ax=plt.subplots(1,1,figsize=(12,8)) +data2D_plot.sel({{data.dims[1]:yellowline_mdc_momentum}}, method='nearest').plot(ax=ax,color='orange') +data2D_plot.sel({{data.dims[1]:greenline_mdc_momentum}}, method='nearest').plot(ax=ax,color='green') +#plot integrated MDC +fig,ax=plt.subplots(1,1,figsize=(12,8)) +data2D_plot.sel({{data.dims[1]:slice(min(greenline_mdc_momentum,yellowline_mdc_momentum), max(greenline_mdc_momentum,yellowline_mdc_momentum))}}).sum(dim=data.dims[1]).plot(ax=ax) +#plot integrated intensity in the box between the cursors +fig,ax=plt.subplots(1,1,figsize=(12,8)) +x0,y0=({self.dot1.center[0]},{self.dot1.center[1]}) +x1,y1=({self.dot2.center[0]},{self.dot2.center[1]}) +x0, x1 = sorted([x0, x1]) +y0, y1 = sorted([y0, y1]) +data.loc[{{data.dims[0]: slice(y0, y1), data.dims[1]: slice(x0, x1)}}].sum(dim=(data.dims[0], data.dims[1])).plot(ax=ax) + + """ + shell = get_ipython() + payload = dict( + source='set_next_input', + text=content, + replace=False, + ) + shell.payload_manager.write_payload(payload, single=False) + print('results extracted!') def save_results(self):#save the relevant results in a .pkl file which can be accessed easily for Jupyter Notebook workflow + print('res') results = { 'integrated_edc': self.integrated_edc, 'integrated_mdc': self.integrated_mdc, - 'yellowline_edc': self.data_t.isel({self.data.dims[0]:self.square_coords[0][1]}), - 'greenline_edc': self.data_t.isel({self.data.dims[0]:self.square_coords[1][1]}), - 'yellowline_mdc': self.data_t.isel({self.data.dims[1]: int(self.square_coords[0][0])}), - 'greenline_mdc': self.data_t.isel({self.data.dims[1]: int(self.square_coords[1][0])}), - 'current_spectra': self.data_t, + 'yellowline_edc': self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest'), + 'greenline_edc': self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest'), + 'yellowline_mdc': self.data2D_plot.sel({self.data.dims[1]: self.dot1.center[0]}, method='nearest'), + 'greenline_mdc': self.data2D_plot.sel({self.data.dims[1]: self.dot2.center[0]}, method='nearest'), + 'current_spectra': self.data2D_plot, 'intensity_box': self.int, 'yellow_vertical': self.dot1.center[0], 'yellow_horizontal': self.dot1.center[1], @@ -229,11 +280,11 @@ def checkbox_k_changed(self, state): # Checkbox for integrating the MDC between def fit_energy_panel(self,event): # open up the fit panel for the EDC - graph_window=fit_panel(self.data,self.square_coords[0][1], self.square_coords[1][1], self.t, self.dt, self.data.dims[1]) + graph_window=fit_panel(self.data,self.dot1.center[1], self.dot2.center[1], self.t, self.dt, self.data.dims[1]) graph_window.show() self.graph_windows.append(graph_window) def fit_momentum_panel(self,event): # open up the fit panel for the MDC - graph_window=fit_panel(self.data,self.square_coords[0][0], self.square_coords[1][0], self.t, self.dt, self.data.dims[0]) + graph_window=fit_panel(self.data,self.dot1.center[0], self.dot2.center[0], self.t, self.dt, self.data.dims[0]) graph_window.show() self.graph_windows.append(graph_window) def fit_box_panel(self,event): # open up the fit panel for the intensity box @@ -246,27 +297,27 @@ def show_graphs(self, t, dt): # This is where the updates after changing the sli def integrate_E(): # integrate EDC between the two cursors in the main graph self.axs[1, 0].clear() - plt.draw() - - x_min = int(min(self.dot2.center[1], self.dot1.center[1])) - x_max = int(max(self.dot2.center[1], self.dot1.center[1])) + 1 + # plt.draw() - # self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) - self.integrated_edc=self.data_t.sel({self.data.dims[0]:slice(x_min, x_max)}, method='nearest').sum(dim=self.data.dims[0]) + x_min = min(self.dot2.center[1], self.dot1.center[1]) + x_max = max(self.dot2.center[1], self.dot1.center[1]) + + # self.data2D_plot.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) + self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) self.integrated_edc.plot(ax=self.axs[1,0]) - self.fig.canvas.draw() + self.fig.canvas.draw_idle() def integrate_k(): # integrate MDC between the two cursors in the main graph self.axs[0, 1].clear() - plt.draw() - - x_min = int(min(self.dot1.center[0], self.dot2.center[0])) - x_max = int(max(self.dot1.center[0], self.dot2.center[0])) + 1 + # plt.draw() - # self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) - self.integrated_mdc=self.data_t.sel({self.data.dims[1]:slice(x_min, x_max)}, method='nearest').sum(dim=self.data.dims[1]) + x_min = min(self.dot1.center[0], self.dot2.center[0]) + x_max = max(self.dot1.center[0], self.dot2.center[0]) + print (x_min, x_max) + # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) + self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) self.integrated_mdc.plot(ax=self.axs[0,1]) - self.fig.canvas.draw() + self.fig.canvas.draw_idle() def box(): # generate the intensity graph between the four cursors in the main graph self.axs[1, 1].clear() @@ -277,11 +328,8 @@ def box(): # generate the intensity graph between the four cursors in the main g # Ensure (x0, y0) is the top-left corner and (x1, y1) is the bottom-right x0, x1 = sorted([x0, x1]) y0, y1 = sorted([y0, y1]) - - print (x0,x1,y0,y1) self.int = self.data.loc[{self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}].sum(dim=(self.data.dims[0], self.data.dims[1])) - print (self.int) if x0 != x1 and y0 != y1: self.int.plot(ax=self.axs[1,1]) @@ -292,38 +340,38 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.axs[0, 1].clear() self.axs[1, 0].clear() #update the main graph/ spectra - self.data_t=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - im.set_array(self.data_t) + self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + im.set_array(self.data2D_plot) # show the cuts for the EDC and MDC if self.checkbox_e.isChecked() and self.checkbox_k.isChecked(): integrate_E() integrate_k() elif self.checkbox_e.isChecked(): integrate_E() - self.data_t.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='orange') - self.data_t.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='green') + self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='orange') + self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='green') elif self.checkbox_k.isChecked(): integrate_k() - self.data_t.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='orange') - self.data_t.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='green') + self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='orange') + self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='green') else: - self.data_t.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='orange') - self.data_t.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='green') - self.data_t.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') - self.data_t.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') + self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='orange') + self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='green') + self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') + self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') box() # update the intensity box graph time1 = self.axis[2][t] timedt1 = self.axis[2][t + dt] self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') - self.fig.canvas.draw() + self.fig.canvas.draw_idle() plt.draw() # plot the main graph - im = self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]).plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) + im = self.data2D_plot.plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) # define the initial positions of the cursors in the main graph @@ -367,16 +415,16 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and # self.change_pixel_to_arrayslot() # define the integrated EDC and MDC - x_min = int(min(self.dot2.center[1], self.dot1.center[1])) - x_max = int(max(self.dot2.center[1], self.dot1.center[1])) + 1 - self.integrated_edc=self.data_t.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) - x_min = int(min(self.dot1.center[0], self.dot2.center[0])) - x_max = int(max(self.dot1.center[0], self.dot2.center[0])) + 1 - self.integrated_mdc=self.data_t.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + x_min = min(self.dot2.center[1], self.dot1.center[1]) + x_max = max(self.dot2.center[1], self.dot1.center[1]) + self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + x_min = min(self.dot1.center[0], self.dot2.center[0]) + x_max = max(self.dot1.center[0], self.dot2.center[0]) + self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) plt.draw() update_show(self.slider1.value(),self.slider2.value()) - self.fig.canvas.draw() + self.fig.canvas.draw_idle() self.active_cursor = None def on_pick(event): # function to pick up the cursors or the dots if event.artist == self.cursor_vert1: @@ -434,7 +482,7 @@ def on_motion(event): # function to move the cursors or the dots self.cursor_label[2].setText(f"{base}: {event.xdata:.2f}") base = self.cursor_label[3].text().split(':')[0] self.cursor_label[3].setText(f"{base}: {event.ydata:.2f}") - self.fig.canvas.draw() + self.fig.canvas.draw_idle() plt.draw() # self.change_pixel_to_arrayslot() diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index 2fe0f03..b76bf07 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -239,16 +239,16 @@ def zero(x): self.t0_state = False self.offset_state = False self.data=data - x_min = int(min(c1, c2)) - x_max = int(max(c1, c2)) + 1 + x_min = min(c1, c2) + x_max = max(c1, c2) # print('xmin=',x_min,'xmax=',x_max) if panel =='box': self.y=data elif panel == data.dims[1]: - self.data_t=data.isel({data.dims[0]:slice(x_min, x_max)}).sum(dim=data.dims[0]) + self.data_t=data.sel({data.dims[0]:slice(x_min, x_max)}).sum(dim=data.dims[0]) self.dim=data.dims[1] elif panel ==data.dims[0]: - self.data_t=data.isel({data.dims[1]:slice(x_min, x_max)}).sum(dim=data.dims[1]) + self.data_t=data.sel({data.dims[1]:slice(x_min, x_max)}).sum(dim=data.dims[1]) self.dim=data.dims[0] self.panel=panel self.t=t diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 7dcccd2..27a1196 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -83,8 +83,6 @@ def show_plot(self, y, index, name): plt.show() # Show the figure in a new window def update_parameter(self, value): base = self.slider_label.text().split(':')[0] - print("self.x:", self.x) - print("Slider value:", value) self.slider_label.setText(f"{base}: {self.x[value]:.2f}") self.axis.clear() diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 029c822..456148d 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -229,11 +229,11 @@ def update_energy(self,Energy,dE,te,dte): ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') self.ev = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') - self.eh = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.eh = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[1].value()].item(), color='r', linestyle='--') self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') self.graphs[0].tight_layout() - self.graphs[0].canvas.draw() + self.graphs[0].canvas.draw_idle() def update_ky(self,ypos,dy,ty,dty): @@ -249,7 +249,7 @@ def update_ky(self,ypos,dy,ty,dty): self.yh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[1].tight_layout() - self.graphs[1].canvas.draw() + self.graphs[1].canvas.draw_idle() def update_kx(self,xpos,dx,tx,dtx): @@ -265,7 +265,7 @@ def update_kx(self,xpos,dx,tx,dtx): self.xh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[2].tight_layout() - self.graphs[2].canvas.draw() + self.graphs[2].canvas.draw_idle() def update_dt(self,yt,xt,dyt,dxt): @@ -280,7 +280,7 @@ def update_dt(self,yt,xt,dyt,dxt): ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') self.ph = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[3].tight_layout() - self.graphs[3].canvas.draw() + self.graphs[3].canvas.draw_idle() def slider_changed(self, value): @@ -303,9 +303,9 @@ def slider_changed(self, value): self.yh = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.ph = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') # self.graphs[2].tight_layout() - self.graphs[2].canvas.draw() - self.graphs[1].canvas.draw() - self.graphs[3].canvas.draw() + self.graphs[2].canvas.draw_idle() + self.graphs[1].canvas.draw_idle() + self.graphs[3].canvas.draw_idle() self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) elif index in range(4,8): @@ -313,14 +313,14 @@ def slider_changed(self, value): self.eh.remove() self.eh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') - self.graphs[0].canvas.draw() + self.graphs[0].canvas.draw_idle() self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) elif index in range (8,12): ax = self.graphs[0].gca() if self.ev in ax.lines: self.ev.remove() self.ev = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') - self.graphs[0].canvas.draw() + self.graphs[0].canvas.draw_idle() self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) elif index in range (12,16): if self.pxv in self.graphs[0].gca().lines: @@ -331,7 +331,7 @@ def slider_changed(self, value): # self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') - self.graphs[0].canvas.draw() + self.graphs[0].canvas.draw_idle() self.update_dt(self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) From ab5c98a65be930082632be5e07a0dc463e5bdaf5 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 19:31:32 +0200 Subject: [PATCH 11/74] Created a method for double clicking on the graph and relate it to a function (to extract the data of the graph) --- src/mpes_tools/double_click_handler.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 src/mpes_tools/double_click_handler.py diff --git a/src/mpes_tools/double_click_handler.py b/src/mpes_tools/double_click_handler.py new file mode 100644 index 0000000..f187dca --- /dev/null +++ b/src/mpes_tools/double_click_handler.py @@ -0,0 +1,12 @@ +class SubplotClickHandler: + def __init__(self, ax, on_subplot_click=None): + self.ax = ax + self.on_subplot_click = on_subplot_click + + def handle_double_click(self, event): + # print(f"event.inaxes id: {id(event.inaxes)}, self.ax id: {id(self.ax)}") + if not event.dblclick or event.inaxes != self.ax: + return + # self.ax.set_title("Clicked", color='red') + if self.on_subplot_click: + self.on_subplot_click(self.ax) From e32c1f5033cefa7cf57881d77e5808ec1a066ca5 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 19:32:17 +0200 Subject: [PATCH 12/74] added the new clicking feature to Gui_3d --- src/mpes_tools/Gui_3d.py | 70 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 67 insertions(+), 3 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index c053588..6e650fb 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -10,7 +10,7 @@ import pickle from mpes_tools.fit_panel import fit_panel from IPython.core.getipython import get_ipython - +from mpes_tools.double_click_handler import SubplotClickHandler import xarray as xr #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC @@ -31,7 +31,14 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) + plt.close(self.fig) self.canvas = FigureCanvas(self.fig) + self.click_handlers = [] + + for idx, ax in enumerate(self.axs.flatten()): + handler = SubplotClickHandler(ax, self.external_callback) + ax.figure.canvas.mpl_connect("button_press_event", handler.handle_double_click) + self.click_handlers.append(handler) # plt.ioff() # add the checkboxes for EDC and MDC integration and the button to save the results self.checkbox_e = QCheckBox("Integrate_energy") @@ -147,7 +154,64 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.graph_windows=[] print(data_array.dims) + def external_callback(self,ax): + # print(f"External callback: clicked subplot ({i},{j})") + if ax==self.axs[0,0]: + content= f""" +data='your data_array' +data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) +#the 2D plot data +data2D_plot=data.isel({{data.dims[2]:slice({self.slider1.value()}, {self.slider1.value()+self.slider2.value()+1})}}).sum(dim=data.dims[2]) + + """ + elif ax==self.axs[1,0]: + content= f""" +data='your data_array' +data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) +#the 2D plot data +data2D_plot=data.isel({{data.dims[2]:slice({self.slider1.value()}, {self.slider1.value()+self.slider2.value()+1})}}).sum(dim=data.dims[2]) +# The yellow EDC +data2D_plot.sel({{data.dims[0]:{self.dot1.center[1]}}}, method='nearest') +# The green EDC +data2D_plot.sel({{data.dims[0]:{self.dot2.center[1]}}}, method='nearest') +# the integrated EDC +data2D_plot.sel({{data.dims[0]:slice(min({self.dot2.center[1]},{self.dot1.center[1]}), max({self.dot2.center[1]},{self.dot1.center[1]}))}}).sum(dim=data.dims[0]) + """ + elif ax==self.axs[0,1]: + content= f""" +data='your data_array' +data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) +#the 2D plot data +data2D_plot=data.isel({{data.dims[2]:slice({self.slider1.value()}, {self.slider1.value()+self.slider2.value()+1})}}).sum(dim=data.dims[2]) +# The yellow MDC +data2D_plot.sel({{data.dims[1]:{self.dot1.center[0]}}}, method='nearest') +# The green MDC +data2D_plot.sel({{data.dims[1]:{self.dot2.center[0]}}}, method='nearest') +# the integrated MDC +data2D_plot.sel({{data.dims[1]:slice(min({self.dot2.center[0]},{self.dot1.center[0]}), max({self.dot2.center[0]},{self.dot1.center[0]}))}}).sum(dim=data.dims[1]) + + """ + elif ax==self.axs[1,1]: + content= f""" +data='your data_array' +data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) +#the intensity box data +data.loc[{{data.dims[0]: slice(*sorted([{self.dot1.center[1]}, {self.dot2.center[1]}])), + data.dims[1]: slice(*sorted([{self.dot1.center[0]}, {self.dot2.center[0]}]))}}].sum(dim=(data.dims[0], data.dims[1])) + + """ + shell = get_ipython() + payload = dict( + source='set_next_input', + text=content, + replace=False, + ) + shell.payload_manager.write_payload(payload, single=False) + # shell.run_cell("%gui qt") + QApplication.processEvents() + print('results extracted!') + def create_new_cell(self): content = f""" # Code generated by GUI for the following parameters: @@ -198,9 +262,9 @@ def create_new_cell(self): replace=False, ) shell.payload_manager.write_payload(payload, single=False) + shell.run_cell('pass') print('results extracted!') def save_results(self):#save the relevant results in a .pkl file which can be accessed easily for Jupyter Notebook workflow - print('res') results = { 'integrated_edc': self.integrated_edc, 'integrated_mdc': self.integrated_mdc, @@ -313,7 +377,7 @@ def integrate_k(): # integrate MDC between the two cursors in the main graph x_min = min(self.dot1.center[0], self.dot2.center[0]) x_max = max(self.dot1.center[0], self.dot2.center[0]) - print (x_min, x_max) + # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) self.integrated_mdc.plot(ax=self.axs[0,1]) From 35a867cc9b114fa2920d49d40d248d5a2ae26f8e Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 19:32:44 +0200 Subject: [PATCH 13/74] added the new clicking feature to show_window_4d --- src/mpes_tools/show_4d_window.py | 146 ++++++++++++++++++++++++++----- 1 file changed, 122 insertions(+), 24 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 456148d..7b50b30 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -8,7 +8,8 @@ from mpes_tools.Gui_3d import Gui_3d import xarray as xr from mpes_tools.hdf5 import load_h5 - +from IPython.core.getipython import get_ipython +from mpes_tools.double_click_handler import SubplotClickHandler class show_4d_window(QMainWindow): def __init__(self,data_array: xr.DataArray): @@ -20,11 +21,10 @@ def __init__(self,data_array: xr.DataArray): # Create a central widget for the graph and slider central_widget = QWidget() self.setCentralWidget(central_widget) - + # Create a layout for the central widget layout = QGridLayout() central_widget.setLayout(layout) - # Create four graphs and sliders self.graphs = [] self.slider1 = [] @@ -33,9 +33,10 @@ def __init__(self,data_array: xr.DataArray): self.slider4 = [] self.sliders = [] self.slider_labels = [] - + self.canvases = [] + self.click_handlers=[] + self.axis_list=[] plt.ioff() - for i in range(2): for j in range(2): graph_window = QWidget() @@ -43,10 +44,17 @@ def __init__(self,data_array: xr.DataArray): graph_window.setLayout(graph_layout) # Create a figure and canvas for the graph - figure, axis = plt.subplots(figsize=(20, 20)) + figure, axis = plt.subplots(figsize=(10, 10)) + plt.close(figure) canvas = FigureCanvas(figure) + handler = SubplotClickHandler(axis, self.external_callback) + canvas.mpl_connect("button_press_event", handler.handle_double_click) + self.click_handlers.append(handler) graph_layout.addWidget(canvas) - + self.axis_list.append(axis) + self.canvases.append(canvas) + + slider_layout= QHBoxLayout() slider_layout_2= QHBoxLayout() # Create a slider widget @@ -102,6 +110,7 @@ def __init__(self,data_array: xr.DataArray): self.slider4.append(slider4) self.sliders.extend([slider1, slider2,slider3, slider4]) self.slider_labels.extend([slider1_label, slider2_label,slider3_label, slider4_label]) + for slider in self.slider1: slider.valueChanged.connect(self.slider_changed) for slider in self.slider2: @@ -143,6 +152,97 @@ def __init__(self,data_array: xr.DataArray): self.show() self.load_data(data_array) + def closeEvent(self, event): + # Remove references to graphs and canvases to prevent lingering objects + self.graphs = [] + self.canvases = [] + self.axis_list = [] + + # Update window state + self.window_open = False + event.accept() + + def external_callback(self, ax): + # print(f"External callback: clicked subplot ({i},{j})") + if ax==self.graphs[0].gca(): + content= f""" +data='your data_array' +#the energy plot +data.loc[ + {{ + '{self.axes[2]}': slice( + {self.data_array[self.axes[2]][self.slider1[0].value()].item()}, + {self.data_array[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item()} + ), + '{self.axes[3]}': slice( + {self.data_array[self.axes[3]][self.slider3[0].value()].item()}, + {self.data_array[self.axes[3]][self.slider3[0].value() + self.slider4[0].value()].item()} + ) + }} +].mean(dim=('{self.axes[2]}', '{self.axes[3]}')).T + + """ + elif ax==self.graphs[1].gca(): + content= f""" +data='your data_array' +#the ky plot +data.loc[ + {{ + '{self.axes[1]}': slice( + {self.data_array[self.axes[1]][self.slider1[1].value()].item()}, + {self.data_array[self.axes[1]][self.slider1[1].value() + self.slider2[1].value()].item()} + ), + '{self.axes[3]}': slice( + {self.data_array[self.axes[3]][self.slider3[1].value()].item()}, + {self.data_array[self.axes[3]][self.slider3[1].value() + self.slider4[1].value()].item()} + ) + }} +].mean(dim=('{self.axes[1]}', '{self.axes[3]}')).T + """ + elif ax==self.axis_list[2]: + content= f""" +data='your data_array' +#the kx plot +data.loc[ + {{ + '{self.axes[0]}': slice( + {self.data_array[self.axes[0]][self.slider1[2].value()].item()}, + {self.data_array[self.axes[0]][self.slider1[2].value() + self.slider2[2].value()].item()} + ), + '{self.axes[3]}': slice( + {self.data_array[self.axes[3]][self.slider3[2].value()].item()}, + {self.data_array[self.axes[3]][self.slider3[2].value() + self.slider4[2].value()].item()} + ) + }} +].mean(dim=('{self.axes[0]}', '{self.axes[3]}')).T + """ + elif ax==self.axis_list[3]: + content= f""" +data='your data_array' +#the kx,ky plot +data.loc[ + {{ + '{self.axes[1]}': slice( + {self.data_array[self.axes[1]][self.slider1[3].value()].item()}, + {self.data_array[self.axes[1]][self.slider1[3].value() + self.slider2[3].value()].item()} + ), + '{self.axes[0]}': slice( + {self.data_array[self.axes[0]][self.slider3[3].value()].item()}, + {self.data_array[self.axes[0]][self.slider3[3].value()+ self.slider4[3].value()].item()} + ) + }} +].mean(dim=('{self.axes[1]}', '{self.axes[0]}')) + """ + shell = get_ipython() + payload = dict( + source='set_next_input', + text=content, + replace=False, + ) + shell.payload_manager.write_payload(payload, single=False) + shell.run_cell('pass') + print('results extracted!') + def open_graph_kxkydt(self): E1=self.data_array[self.axes[2]][self.slider1[0].value()].item() E2=self.data_array[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()+1].item() @@ -206,13 +306,14 @@ def load_data(self, data_array: xr.DataArray): self.slider_labels[15].setText("Δ"+self.axes[0]) - self.update_energy(self.slider1[0].value(),self.slider2[0].value() , self.slider1[1].value(), self.slider2[1].value()) + self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) - self.update_ky(self.slider1[2].value(), self.slider2[2].value(), self.slider3[0].value(), self.slider4[0].value()) + self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) - self.update_kx(self.slider3[1].value(), self.slider4[1].value(), self.slider3[2].value(), self.slider4[2].value()) + self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) - self.update_dt(self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) + self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) + def update_energy(self,Energy,dE,te,dte): self.ce_state=True @@ -221,11 +322,10 @@ def update_energy(self,Energy,dE,te,dte): te1=self.data_array[self.axes[3]][te].item() te2=self.data_array[self.axes[3]][te+dte].item() - self.graphs[0].clear() ax=self.graphs[0].gca() - + ax.cla() data_avg=self.data_array.loc[{self.axes[2]:slice(E1,E2), self.axes[3]:slice(te1,te2)}].mean(dim=(self.axes[2], self.axes[3])) - self.im=data_avg.T.plot(ax=ax,cmap='terrain') + self.im=data_avg.T.plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') self.ev = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') @@ -242,9 +342,9 @@ def update_ky(self,ypos,dy,ty,dty): ty1=self.data_array[self.axes[3]][ty].item() ty2=self.data_array[self.axes[3]][ty+dty].item() - self.graphs[1].clear() ax=self.graphs[1].gca() - self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])).T.plot(ax=ax,cmap='terrain') + ax.cla() + self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])).T.plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'ky: {y1:.2f}, ky+dky: {y2:.2f} , t: {ty1:.2f}, t+dt: {ty2:.2f}') self.yh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') @@ -258,9 +358,9 @@ def update_kx(self,xpos,dx,tx,dtx): tx1=self.data_array[self.axes[3]][tx].item() tx2=self.data_array[self.axes[3]][tx+dtx].item() - self.graphs[2].clear() ax=self.graphs[2].gca() - self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])).T.plot(ax=ax,cmap='terrain') + ax.cla() + self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])).T.plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'kx: {x1:.2f}, kx+dkx: {x2:.2f} , t: {tx1:.2f}, t+dt: {tx2:.2f}') self.xh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') @@ -268,15 +368,15 @@ def update_kx(self,xpos,dx,tx,dtx): self.graphs[2].canvas.draw_idle() - def update_dt(self,yt,xt,dyt,dxt): + def update_dt(self,yt,dyt,xt,dxt): yt1=self.data_array[self.axes[1]][yt].item() yt2=self.data_array[self.axes[1]][yt+dyt].item() xt1=self.data_array[self.axes[0]][xt].item() xt2=self.data_array[self.axes[0]][xt+dxt].item() - self.graphs[3].clear() ax=self.graphs[3].gca() - self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])).plot(ax=ax,cmap='terrain') + ax.cla() + self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])).plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') self.ph = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.graphs[3].tight_layout() @@ -327,12 +427,10 @@ def slider_changed(self, value): self.pxv.remove() if self.pyh in self.graphs[0].gca().lines: self.pyh.remove() - # self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') - # self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') self.graphs[0].canvas.draw_idle() - self.update_dt(self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) + self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) if __name__ == "__main__": From f66ca0674d05670f05ddc0c091a956e7045ffd71 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 19:36:54 +0200 Subject: [PATCH 14/74] basically no modification here --- src/mpes_tools/fit_panel.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index b76bf07..50b5be0 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -17,6 +17,7 @@ + class fit_panel(QMainWindow): def __init__(self,data,c1,c2,t,dt,panel): super().__init__() From 4eef8ddbff4c66887496628bb1377ec1921b7a50 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 19:37:46 +0200 Subject: [PATCH 15/74] added the new clicking feature to graphs --- src/mpes_tools/graphs.py | 86 ++++++++++++++++++++++++++++++++++------ 1 file changed, 73 insertions(+), 13 deletions(-) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 27a1196..214cc06 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -3,7 +3,10 @@ from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QPushButton, QGridLayout,QSlider,QLabel from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas import matplotlib.pyplot as plt - +from IPython.core.getipython import get_ipython +from mpes_tools.double_click_handler import SubplotClickHandler +from matplotlib.backends.backend_qt5agg import NavigationToolbar2QT as NavigationToolbar +import xarray as xr class showgraphs(QMainWindow): def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): super().__init__() @@ -15,13 +18,13 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): self.x = x.data self.y_arrays = y_arrays self.num_plots = len(y_arrays) - self.list_plot_fits=list_plot_fits + self.list_plot_fits=list_plot_fits self.list_axis=list_axis # Create a central widget and layout central_widget = QWidget(self) self.setCentralWidget(central_widget) layout = QGridLayout(central_widget) - + print('boo') # print(len(x),len(list_plot_fits)) # print(list_plot_fits[0]) @@ -36,7 +39,7 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): self.figure, self.axis = plt.subplots() self.canvas = FigureCanvas(self.figure) - + plt.close(self.figure) vbox = QVBoxLayout() vbox.addWidget(self.canvas) vbox.addWidget(self.slider_label) @@ -44,33 +47,90 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): layout.addLayout(vbox, 0, 0) # Place in top-left self.update_parameter(0) + self.click_handlers=[] + self.ax_list=[] + self.data_list=[] # Create and add buttons and plots for each y array in a 3x3 layout for i, y in enumerate(y_arrays): # Create a button to show the plot in a new window button = QPushButton(f"Show Plot {i+1}") button.setFixedSize(80, 30) # Set a fixed size for the button button.clicked.connect(lambda checked, y=y, index=i+1: self.show_plot(y, index, names[i])) - + data_array = xr.DataArray( + data=y, + dims=[self.dim], # e.g., 'energy', 'time', etc. + coords={self.dim: self.x}, + name=names[i] # Optional: give it a name (like the plot title) + ) + self.data_list.append(data_array) # Calculate grid position row = ((i+1) // 3) * 2 # Each function will take 2 rows: one for the plot, one for the button col = (i+1) % 3 - + widget,canvas,ax=self.create_plot_widget(data_array, f"Plot {i+1}_"+names[i]) # Add the plot canvas to the grid - layout.addWidget(self.create_plot_widget(y, f"Plot {i+1}_"+names[i]), row, col) # Plot in a 3x3 grid + + layout.addWidget(widget, row, col) # Plot in a 3x3 grid + # layout.addWidget(self.create_plot_widget(y, f"Plot {i+1}_"+names[i]), row, col) # Plot in a 3x3 grid layout.addWidget(button, row + 1, col) # Button directly below the corresponding plot + handler = SubplotClickHandler(ax, self.external_callback) + canvas.mpl_connect("button_press_event", handler.handle_double_click) + self.click_handlers.append(handler) + self.ax_list.append(ax) + print('in the main code'+f"self.ax id: {id(ax)}") + def external_callback(self,ax): + # print(f"External callback: clicked subplot ({i},{j})") + for i, ax_item in enumerate(self.ax_list): + if ax == ax_item: + data = self.data_list[i] + coords = {k: data.coords[k].values.tolist() for k in data.coords} + dims = data.dims + name = data.name if data.name else f"data_{i}" + content = f""" +import xarray as xr +import numpy as np + +data_array = xr.DataArray( + data=np.array({data.values.tolist()}), + dims={dims}, + coords={coords}, + name="{name}" +) +""" + break + shell = get_ipython() + payload = dict( + source='set_next_input', + text=content, + replace=False, + ) + shell.payload_manager.write_payload(payload, single=False) + # shell.run_cell("%gui qt") + QApplication.processEvents() + print('results extracted!') - def create_plot_widget(self, y, title): + def create_plot_widget(self, data_array, title): """Creates a plot widget for displaying a function.""" + figure, ax = plt.subplots() - ax.plot(self.x, y) + plt.close(figure) + data_array.plot(ax=ax) ax.set_title(title) - ax.grid(True) - ax.set_xlabel(self.dim) + # ax.grid(True) + # ax.set_xlabel(self.dim) # ax.set_ylabel('y') - + print('create_plot'+f"self.ax id: {id(ax)}") # Create a FigureCanvas to embed in the Qt layout canvas = FigureCanvas(figure) - return canvas # Return the canvas so it can be used in the layout + toolbar = NavigationToolbar(canvas, self) + + # Wrap canvas and toolbar in a widget with a layout + widget = QWidget() + layout = QVBoxLayout() + widget.setLayout(layout) + + layout.addWidget(toolbar) + layout.addWidget(canvas) + return widget,canvas,ax # Return the canvas so it can be used in the layout def show_plot(self, y, index, name): """Show the plot in a new window.""" From 2bc526533e50a3d79c90a5194764af5ce6bd2819 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 19:42:19 +0200 Subject: [PATCH 16/74] added a template file for Jupyter Notebook --- tutorials/template.ipynb | 340 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 340 insertions(+) create mode 100644 tutorials/template.ipynb diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb new file mode 100644 index 0000000..1dca783 --- /dev/null +++ b/tutorials/template.ipynb @@ -0,0 +1,340 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "6d2e0046", + "metadata": {}, + "outputs": [], + "source": [ + "# import the 4D data\n", + "import numpy as np\n", + "from mpes_tools.hdf5 import load_h5\n", + "\n", + "data_array= load_h5('//nap33/wahada/Scan130_scan130_Amine_100x100x300x50.h5')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5aeb6fe2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "results extracted!\n" + ] + } + ], + "source": [ + "# Use the 4D Gui\n", + "from mpes_tools.show_4d_window import show_4d_window\n", + "%gui qt\n", + "graph_4d = show_4d_window(data_array)\n", + "graph_4d.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b44542de", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "5" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "805bb93c", + "metadata": {}, + "outputs": [], + "source": [ + "data='your data_array'\n", + "#the kx plot\n", + "data.loc[\n", + " {\n", + " 'kx': slice(\n", + " 1.0800000000000003,\n", + " 1.0800000000000003\n", + " ),\n", + " 'ADC': slice(\n", + " 590.0,\n", + " 590.0\n", + " )\n", + " }\n", + "].mean(dim=('kx', 'ADC')).T " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f416bc6e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "data=data_array\n", + "#the energy plot\n", + "\n", + "en=data.loc[\n", + " {\n", + " 'energy': slice(\n", + " 0.4333333333333331,\n", + " 0.4333333333333331\n", + " ),\n", + " 'ADC': slice(\n", + " 590.0,\n", + " 590.0\n", + " )\n", + " }\n", + "].mean(dim=('energy', 'ADC'))\n", + "fig,ax=plt.subplots(1,1,figsize=(12,8),cmap='terrain')\n", + "en.plot(ax=ax)\n", + "plt.show()\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a6a92293", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "('Angle', 'Ekin', 'delay')\n" + ] + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Use the 3D Gui\n", + "\n", + "import numpy as np\n", + "import xarray as xr\n", + "from mpes_tools.Gui_3d import Gui_3d\n", + "%gui qt\n", + "\n", + "# import the 3D data\n", + "loaded_data= np.load('//nap33/wahada/Phoibospython/scan11443_filtered.npz')\n", + "\n", + "V1= xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) \n", + "axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']]\n", + "# print(data.dims)\n", + "graph_window= Gui_3d(V1,0,0,'Phoibos')\n", + "graph_window.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fe4ced28", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "5" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "28173036", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "data=V1\n", + "data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7)\n", + "#the 2D plot data\n", + "data2D_plot=data.isel({data.dims[2]:slice(0, 1)}).sum(dim=data.dims[2]) \n", + "\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c78b3de", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'data' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[1], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m#Use the fit panel on the extracted data\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mmpes_tools\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfit_panel\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m fit_panel\n\u001b[1;32m----> 3\u001b[0m graph_window\u001b[38;5;241m=\u001b[39mfit_panel(\u001b[43mdata\u001b[49m,\u001b[38;5;241m7.26502584586467\u001b[39m,\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m0\u001b[39m, data\u001b[38;5;241m.\u001b[39mdims[\u001b[38;5;241m1\u001b[39m])\n\u001b[0;32m 4\u001b[0m graph_window\u001b[38;5;241m.\u001b[39mshow()\n", + "\u001b[1;31mNameError\u001b[0m: name 'data' is not defined" + ] + } + ], + "source": [ + "#Use the fit panel on the extracted data\n", + "from mpes_tools.fit_panel import fit_panel\n", + "graph_window=fit_panel(data,7.26502584586467,0, 0,0, data.dims[1])\n", + "graph_window.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "fa77e9ea", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "5" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "e74ff8ab", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "import xarray as xr\n", + "import numpy as np\n", + "\n", + "data_array = xr.DataArray(\n", + " data=np.array([72454952.77813482, 74319394.28211385, 73902532.98867458, 71794649.12762325, 69014759.66859658, 64599615.499209926, 60882255.5172165, 58062323.58021691, 56750480.96430322, 56591974.51984634, 57053402.50227239, 58778077.13226885, 59581963.89421518, 62141887.68747307, 62140060.63846748, 63885922.12931153, 64763429.65702102, 65304896.7568378, 65599500.53851978, 67176412.11176091, 67299577.25888413, 67704501.05965017, 67746919.56904675, 67477095.46338437, 68109844.82892786, 68152383.42887904, 68101379.96762604, 68354705.80635957, 68622612.31118561, 68693658.6672469, 68949276.09725638, 68464478.46383135, 68297500.8992677, 68581073.5576817, 69156170.4879223, 68784956.93797548, 68601158.52842137, 68982572.6141164, 70068112.8320306, 69431684.97362354, 70064932.14450617, 69014533.06417881, 69112771.21447168, 69085856.65415049, 68686796.79644686, 69635436.53035763, 70133547.77226815, 70765222.3548185, 69798788.24872309, 70365060.35463753, 69805831.4598499, 70565982.03507684, 70761296.45137312, 70079495.2628483, 71242645.59718813, 71227586.09940824, 70449179.10912453, 69801265.3630908, 71011537.35769275, 70572296.99510731, 69851458.57252772, 70041990.79150626, 70929439.1441927, 70376205.0775435, 69823762.39368734, 70497642.1116163, 70653051.51037209, 70691808.57159007, 70598843.36181132, 70560704.38856414, 71101037.98545931, 70926537.33602336, 70388372.96071577, 70458144.73793708, 70415826.91751112, 71362907.81362744, 70449584.87394847, 70543133.37354767, 71670780.93813168, 70373590.28219332, 70527269.34599042, 69911586.02810569]),\n", + " dims=('delay',),\n", + " coords={'delay': [-799.4466666666729, -499.65333333337486, -199.86000000002943, -99.93333333336332, -74.94666666668573, -49.96666666670534, -24.980000000027754, 0.0, 24.979999999980386, 49.96666666665798, 74.94666666663836, 99.93333333331596, 124.91333333329634, 149.8933333333241, 174.88000000000167, 199.85999999998208, 224.84666666665967, 249.82666666664005, 274.8066666666678, 299.79333333329805, 324.77333333332575, 349.76000000000334, 374.73999999998375, 399.71999999996416, 424.70666666664175, 449.6866666666695, 474.6733333332997, 499.65333333332745, 524.6399999999577, 549.6199999999855, 574.5999999999658, 599.5866666666434, 624.5666666666239, 649.5533333333013, 674.5333333333291, 699.5133333333096, 724.4999999999872, 749.4799999999675, 774.4666666666451, 799.4466666666254, 899.3799999999889, 999.3066666666549, 1099.239999999971, 1199.166666666637, 1299.1000000000004, 1399.0333333333162, 1498.9599999999823, 1598.8933333332984, 1698.8266666666616, 1798.7533333333279, 1898.6866666666438, 1998.6133333333098, 2098.5466666666257, 2198.479999999989, 2298.4066666666554, 2398.339999999971, 2498.2733333333344, 2598.2000000000007, 2698.1333333333164, 2798.0599999999827, 2897.993333333299, 2997.926666666662, 3097.853333333328, 3197.786666666644, 3297.7199999999602, 3397.646666666626, 3497.5799999999895, 3597.5066666666557, 3697.4399999999714, 3797.373333333335, 3897.300000000001, 3997.2333333333168, 4097.166666666633, 4197.093333333299, 4297.026666666662, 4396.953333333328, 4496.8866666666445, 4596.819999999961, 4696.746666666627, 4796.679999999989, 4896.6133333333055, 4996.539999999972]},\n", + " name=\"f0_A\"\n", + ")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "2c6bc231", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "fig,ax=plt.subplots(1,1,figsize=(12,8))\n", + "data_array.plot(ax=ax)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "08f327a9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From b936f0519341f299ed1e6eee88c5920848ee1da5 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 20:30:14 +0200 Subject: [PATCH 17/74] corrected a small bug related to clearing the graph and leaving the cursors --- src/mpes_tools/fit_panel.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index 50b5be0..1f2d292 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -32,9 +32,9 @@ def __init__(self,data,c1,c2,t,dt,panel): view_menu = menu_bar.addMenu("View") # Create actions for showing and hiding the graph window - show_graph_action = QAction("Show Graph", self) - show_graph_action.triggered.connect(self.show_graph_window) - view_menu.addAction(show_graph_action) + clear_graph_action = QAction("Show Graph", self) + clear_graph_action.triggered.connect(self.clear_graph_window) + view_menu.addAction(clear_graph_action) # Store references to graph windows to prevent garbage collection self.graph_windows = [] @@ -65,6 +65,7 @@ def __init__(self,data,c1,c2,t,dt,panel): splitter.addWidget(right_panel) self.figure, self.axis = plt.subplots() + plt.close(self.figure) self.canvas = FigureCanvas(self.figure) # Create two checkboxes self.checkbox0 = QCheckBox("Cursors") @@ -129,7 +130,7 @@ def __init__(self,data,c1,c2,t,dt,panel): self.graph_button = QPushButton("clear graph") - self.graph_button.clicked.connect(self.show_graph_window) + self.graph_button.clicked.connect(self.clear_graph_window) self.fit_button = QPushButton("Fit") self.fit_button.clicked.connect(self.fit) @@ -269,6 +270,11 @@ def plot_graph(self,t,dt): if self.panel != 'box': self.y=self.data_t.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) self.y.plot(ax=self.axis) + if self.checkbox0.isChecked(): + if self.cursor_handler is None: + self.cursor_handler = MovableCursors(self.axis) + else: + self.cursor_handler.redraw() self.figure.tight_layout() self.canvas.draw() def update_text_edit_boxes(self): @@ -340,7 +346,7 @@ def convolution(x, func, *args, sigma=1.0): return convolution_result[N-1:-1] - def show_graph_window(self): + def clear_graph_window(self): self.axis.clear() self.plot_graph(self.t,self.dt) From 381f9ca7f44e288987a450b1ae38b08f5d08459d Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 20:31:10 +0200 Subject: [PATCH 18/74] created a fit panel for a single 1D xarray data --- src/mpes_tools/fit_panel_single.py | 566 +++++++++++++++++++++++++++++ 1 file changed, 566 insertions(+) create mode 100644 src/mpes_tools/fit_panel_single.py diff --git a/src/mpes_tools/fit_panel_single.py b/src/mpes_tools/fit_panel_single.py new file mode 100644 index 0000000..63d3235 --- /dev/null +++ b/src/mpes_tools/fit_panel_single.py @@ -0,0 +1,566 @@ +import sys +from PyQt5.QtGui import QBrush, QColor +from PyQt5.QtWidgets import QTextEdit, QLineEdit,QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, QWidget, QSlider, QLabel, QAction, QCheckBox, QPushButton, QListWidget, QTableWidget, QTableWidgetItem, QTableWidget, QCheckBox, QSplitter +from PyQt5.QtCore import Qt +from PyQt5.QtWidgets import QTableWidgetItem, QHBoxLayout, QCheckBox, QWidget +from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas +import matplotlib.pyplot as plt +from scipy.optimize import curve_fit +import numpy as np +from lmfit.models import ExpressionModel,Model +from lmfit import CompositeModel, Model +from lmfit.lineshapes import gaussian, step +import inspect +from mpes_tools.movable_vertical_cursors_graph import MovableCursors +from mpes_tools.make_model import make_model +from mpes_tools.graphs import showgraphs + + + + +class fit_panel_single(QMainWindow): + def __init__(self,data): + super().__init__() + + self.setWindowTitle("Main Window") + self.setGeometry(100, 100, 1500, 800) + + # Create a menu bar + menu_bar = self.menuBar() + + # Create a 'View' menu + view_menu = menu_bar.addMenu("View") + + # Create actions for showing and hiding the graph window + clear_graph_action = QAction("Show Graph", self) + clear_graph_action.triggered.connect(self.clear_graph_window) + view_menu.addAction(clear_graph_action) + + # Store references to graph windows to prevent garbage collection + self.graph_windows = [] + + # Create a central widget + central_widget = QWidget() + self.setCentralWidget(central_widget) + + # Create a layout for the central widget + layout = QHBoxLayout() + central_widget.setLayout(layout) + + # Create a splitter for two panels + splitter = QSplitter(Qt.Horizontal) + + # Create a left panel widget and its layout + left_panel = QWidget() + left_layout = QVBoxLayout() + left_panel.setLayout(left_layout) + + # Create a right panel widget and its layout + right_panel = QWidget() + right_layout = QVBoxLayout() + right_panel.setLayout(right_layout) + + # Add the panels to the splitter + splitter.addWidget(left_panel) + splitter.addWidget(right_panel) + + self.figure, self.axis = plt.subplots() + plt.close(self.figure) + self.canvas = FigureCanvas(self.figure) + # Create two checkboxes + self.checkbox0 = QCheckBox("Cursors") + self.checkbox0.stateChanged.connect(self.checkbox0_changed) + + + # Create two checkboxes + self.checkbox1 = QCheckBox("Multiply with Fermi Dirac") + self.checkbox1.stateChanged.connect(self.checkbox1_changed) + + self.checkbox2 = QCheckBox("Convolve with a Gaussian") + self.checkbox2.stateChanged.connect(self.checkbox2_changed) + + self.checkbox3 = QCheckBox("add background offset") + self.checkbox3.stateChanged.connect(self.checkbox3_changed) + + + self.guess_button = QPushButton("Guess") + self.guess_button.clicked.connect(self.button_guess_clicked) + + bigger_layout = QVBoxLayout() + bigger_layout.addWidget(self.guess_button) + # Create a QListWidget + self.list_widget = QListWidget() + self.list_widget.addItems(["linear","Lorentz", "Gauss", "sinusoid","constant","jump"]) + self.list_widget.setMaximumSize(120,150) + self.list_widget.itemClicked.connect(self.item_selected) + + self.add_button = QPushButton("add") + self.add_button.clicked.connect(self.button_add_clicked) + + self.remove_button = QPushButton("remove") + self.remove_button.clicked.connect(self.button_remove_clicked) + + + self.graph_button = QPushButton("clear graph") + self.graph_button.clicked.connect(self.clear_graph_window) + + self.fit_button = QPushButton("Fit") + self.fit_button.clicked.connect(self.fit) + + + + left_buttons=QVBoxLayout() + left_sublayout=QHBoxLayout() + + left_buttons.addWidget(self.add_button) + left_buttons.addWidget(self.remove_button) + left_buttons.addWidget(self.graph_button) + left_buttons.addWidget(self.fit_button) + + + left_sublayout.addWidget(self.list_widget) + left_sublayout.addLayout(left_buttons) + + # Add widgets to the left layout + left_layout.addWidget(self.canvas) + left_layout.addWidget(self.checkbox0) + left_layout.addLayout(left_sublayout) + + + self.text_equation = QTextEdit() + # self.text_equation.setMinimumSize(50, 50) # Set minimum size + self.text_equation.setMaximumSize(500, 30) # Set maximum size + + # Create a table widget for the right panel + self.table_widget = QTableWidget(0, 4) # 6 rows and 4 columns (including the special row) + self.table_widget.setHorizontalHeaderLabels(['min', 'value', 'max', 'fix']) + # self.table_widget.setVerticalHeaderLabels(['Row 1', 'The ROW', 'Row 2', 'Row 3', 'Row 4', 'Row 5']) + self.table_widget.itemChanged.connect(self.table_item_changed) + self.table_widget.setMaximumSize(700,500) + # Add checkboxes to the last column of the table, except for the special row + for row in range(6): + if row != 1: # Skip 'The ROW' + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(row, 3, checkbox_widget) + + # Set 'The ROW' with uneditable empty cells + for col in range(4): + # if col == 3: # Skip the checkbox column for 'The ROW' + # continue + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(1, col, item) + + # Add the table to the right layout + checkboxes=QVBoxLayout() + top_lay = QHBoxLayout() + above_table=QVBoxLayout() + checkboxes.addWidget(self.checkbox1) + checkboxes.addWidget(self.checkbox2) + checkboxes.addWidget(self.checkbox3) + top_lay.addWidget(self.text_equation) + top_lay.addLayout(checkboxes) + above_table.addLayout(top_lay) + above_table.addLayout(bigger_layout) + right_layout.addLayout(above_table) + right_layout.addWidget(self.table_widget) + + # Add the splitter to the main layout + layout.addWidget(splitter) + def zero(x): + return 0 + self.equation= None + self.mod= Model(zero) + self.total_function=zero + self.function_before_Fermi= zero + self.function_before_convoluted= zero + self.update_text_edit_boxes() + self.i=0 + + self.function_list=[] + self.function_names_list=[] + self.cursor_handler = None + self.FD_state = False + self.CV_state = False + self.t0_state = False + self.offset_state = False + self.data=data + self.y=data + self.dim=data.dims[0] + self.plot_graph() + + def plot_graph(self): + self.axis.clear() + self.y.plot(ax=self.axis) + if self.checkbox0.isChecked(): + if self.cursor_handler is None: + self.cursor_handler = MovableCursors(self.axis) + else: + self.cursor_handler.redraw() + self.figure.tight_layout() + self.canvas.draw() + def update_text_edit_boxes(self): + self.text_equation.setPlaceholderText("Top Right Text Edit Box") + + def offset_function (self,x,offset): + return 0*x+offset + def constant (self,x,A): + return 0*x+A + def linear (self,x,a,b): + return a*x+b + def lorentzian(self,x, A, x0, gamma): + c=0.0000 + return A / (1 + ((x - x0) / (gamma+c)) ** 2) + def fermi_dirac(self,x, mu, T): + kb = 8.617333262145 * 10**(-5) # Boltzmann constant in eV/K + return 1 / (1 + np.exp((x - mu) / (kb * T))) + def gaussian(self,x,A, x0, gamma): + return A* np.exp(-(x -x0)**2 / (2 * gamma**2)) + def gaussian_conv(self,x,sigma): + return np.exp(-(x)**2 / (2 * sigma**2)) + def jump(self,x, mid): + """Heaviside step function.""" + o = np.zeros(x.size) + imid = max(np.where(x <= mid)[0]) + o[imid:] = 1.0 + return o + def jump2(self,x, mid,Amp): + """Heaviside step function.""" + o = np.zeros(x.size) + imid = max(np.where(x <= mid)[0]) + o[:imid] = Amp + return o + + def centered_kernel(self,x, sigma): + mean = x.mean() + return np.exp(-(x-mean)**2/(2*sigma/2.3548200)**2) + + def convolve(self,arr, kernel): + """Simple convolution of two arrays.""" + npts = min(arr.size, kernel.size) + pad = np.ones(npts) + tmp = np.concatenate((pad*arr[0], arr, pad*arr[-1])) + out = np.convolve(tmp, kernel/kernel.sum(), mode='valid') + noff = int((len(out) - npts) / 2) + return out[noff:noff+npts] + + + def convolution(x, func, *args, sigma=1.0): + N = 20 # Assuming N is intended to be a local variable here + x_step = x[1] - x[0] + + # Create the shifted input signal 'y' for convolution + y = np.zeros(N + len(x)) + for i in range(N): + y[i] = x[0] - (N - i) * x_step + y[N:] = x # Append the original signal x to y + + # Create the Gaussian kernel + x_gauss = np.linspace(-0.5, 0.5, len(x)) + gaussian_values = np.exp(-0.5 * (x_gauss / sigma)**2) / (sigma * np.sqrt(2 * np.pi)) + + # Evaluate the function values with parameters + function_values = func(x, *args) + + # Perform convolution + convolution_result = np.convolve(function_values, gaussian_values, mode='same') + + return convolution_result[N-1:-1] + + + def clear_graph_window(self): + self.axis.clear() + self.plot_graph() + + def checkbox0_changed(self, state): + if state == Qt.Checked: + if self.cursor_handler is None: + self.cursor_handler = MovableCursors(self.axis) + self.canvas.draw() + else: + self.cursor_handler.redraw() + else: + self.cursor_handler.remove() + + def checkbox1_changed(self, state): + if self.CV_state== True: + pos=2 + else: + pos=0 + if state == Qt.Checked: + self.FD_state = True + self.update_equation() + self.table_widget.insertRow(pos) + label_item = QTableWidgetItem("Fermi") + self.table_widget.setVerticalHeaderItem(pos, label_item) + for col in range(4): + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(pos, col, item) + item.setBackground(QBrush(QColor('grey'))) + c=self.table_widget.rowCount() + self.table_widget.insertRow(pos+1) + label_item1 = QTableWidgetItem("Fermi level") + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row= pos+1: self.handle_checkbox_state_change(state, row)) + # print('thecount',c+1) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(pos+1, 3, checkbox_widget) + self.table_widget.setVerticalHeaderItem(pos+1, label_item1) + + self.table_widget.insertRow(pos+2) + label_item2 = QTableWidgetItem("Temperature") + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row= pos+2: self.handle_checkbox_state_change(state, row)) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(pos+2, 3, checkbox_widget) + self.table_widget.setVerticalHeaderItem(pos+2, label_item2) + else: + self.FD_state = False + self.update_equation() + # print("Checkbox 1 is unchecked") + + self.table_widget.removeRow(pos) + self.table_widget.removeRow(pos) + self.table_widget.removeRow(pos) + + def checkbox2_changed(self, state): + if state == Qt.Checked: + self.CV_state = True + + self.update_equation() + + self.table_widget.insertRow(0) + label_item = QTableWidgetItem("Convolution") + self.table_widget.setVerticalHeaderItem(0, label_item) + # self.table_widget.setVerticalHeaderItem(0, new_row_name) + for col in range(4): + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(0, col, item) + item.setBackground(QBrush(QColor('grey'))) + + self.table_widget.insertRow(1) + label_item1 = QTableWidgetItem("sigma") + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row= 1: self.handle_checkbox_state_change(state, row)) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(1, 3, checkbox_widget) + self.table_widget.setVerticalHeaderItem(1, label_item1) + + else: + self.CV_state = False + self.update_equation() + # print("Checkbox 1 is unchecked") + + self.table_widget.removeRow(0) + self.table_widget.removeRow(0) + def checkbox3_changed(self, state): + if state == Qt.Checked: + self.offset_state=True + else: + self.offset_state=False + + def item_selected(self, item): + # print(f"Selected: {item.text()}") + if item.text() == 'Lorentz': + self.function_selected = self.lorentzian + elif item.text() == 'Gauss': + self.function_selected = self.gaussian + elif item.text()=='linear': + self.function_selected =self.linear + elif item.text()=='constant': + self.function_selected =self.constant + elif item.text()=='jump': + self.function_selected =self.jump2 + + def button_guess_clicked(self): + cursors= self.cursor_handler.cursors() + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + max_value= self.y_f.data.max() + min_value= self.y_f.data.min() + mean_value= self.y_f.data.mean() + max_arg=self.y_f.data.argmax() + # print(self.x_f[max_arg].item()) + for row in range(self.table_widget.rowCount()): + header_item = self.table_widget.verticalHeaderItem(row) + if "A" in header_item.text(): + self.params[header_item.text()].set(value=max_value) + item = QTableWidgetItem(str(max_value)) + self.table_widget.setItem(row, 1, item) + elif "x0" in header_item.text(): + self.params[header_item.text()].set(value=self.x_f[max_arg].item()) + item = QTableWidgetItem(str(self.x_f[max_arg].item())) + self.table_widget.setItem(row, 1, item) + elif "gamma" in header_item.text(): + self.params[header_item.text()].set(value=0.2) + item = QTableWidgetItem(str(0.2)) + self.table_widget.setItem(row, 1, item) + + + + def button_remove_clicked(self): + if self.i>0: + self.i-=1 + current_row_count = self.table_widget.rowCount() + sig = inspect.signature(self.function_list[-1]) + params = sig.parameters + + for p in range(len(params)): + self.table_widget.removeRow(current_row_count-1-p) + + self.function_list.remove(self.function_list[-1]) + self.function_names_list.remove(self.function_names_list[-1]) + self.update_equation() + self.create() + + def button_add_clicked(self): + def zero(x): + return 0 + + + self.i+=1 + self.function_list.append(self.function_selected) + self.function_names_list.append(self.list_widget.currentItem().text()) + j=0 + for p in self.function_list: + current_function=Model(p,prefix='f'+str(j)+'_') + j+=1 + + + current_row_count = self.table_widget.rowCount() + + self.table_widget.insertRow(current_row_count) + new_row_name = QTableWidgetItem(self.list_widget.currentItem().text()) + self.table_widget.setVerticalHeaderItem(current_row_count, new_row_name) + for col in range(4): + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(current_row_count, col, item) + item.setBackground(QBrush(QColor('grey'))) + c=current_row_count + for p in range(len(current_function.param_names)): + + self.table_widget.insertRow(c+p+1) + # print(current_function.param_names[p]) + new_row_name = QTableWidgetItem(current_function.param_names[p]) + self.table_widget.setVerticalHeaderItem(c+p+1, new_row_name) + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row=c + p + 1: self.handle_checkbox_state_change(state, row)) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(c+p+1, 3, checkbox_widget) + + self.update_equation() + self.create() + + def update_equation(self): + self.equation='' + # print('names',self.function_names_list) + for j,n in enumerate(self.function_names_list): + if len(self.function_names_list)==1: + self.equation= n + else: + if j==0: + self.equation= n + else: + self.equation+= '+' + n + if self.FD_state: + self.equation= '('+ self.equation+ ')* Fermi_Dirac' + self.text_equation.setPlainText(self.equation) + # print('equation',self.equation) + + + def table_item_changed(self, item): + # print(f"Table cell changed at ({item.row()}, {item.column()}): {item.text()}") + header_item = self.table_widget.verticalHeaderItem(item.row()) + # print('theeeeeeitem=',item.text()) + + def handle_checkbox_state_change(self,state,row): + if state == Qt.Checked: + header_item = self.table_widget.verticalHeaderItem(row) + + else: + header_item = self.table_widget.verticalHeaderItem(row) + def create(self): + def zero(x): + return 0 + cursors= self.cursor_handler.cursors() + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + # print(self.y_f) + if self.offset_state==True: + self.params['offset'].set(value=self.y_f.data.min()) + list_axis=[[self.y[self.dim]],[self.x_f]] + self.mod= Model(zero) + j=0 + for f in self.function_list: + self.mod+=Model(f,prefix='f'+str(j)+'_') + j+=1 + if self.FD_state == True: + self.mod= self.mod* Model(self.fermi_dirac) + if self.CV_state == True: + self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) + if self.offset_state==True: + self.mod= self.mod+Model(self.offset_function) + m1=make_model(self.mod, self.table_widget) + self.mod=m1.current_model() + self.params=m1.current_params() + def fit(self): + + def zero(x): + return 0 + self.mod= Model(zero) + cursors= self.cursor_handler.cursors() + j=0 + for f in self.function_list: + self.mod+=Model(f,prefix='f'+str(j)+'_') + j+=1 + if self.FD_state == True: + self.mod= self.mod* Model(self.fermi_dirac) + if self.CV_state == True: + self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) + if self.offset_state==True: + self.mod= self.mod+Model(self.offset_function) + m1=make_model(self.mod, self.table_widget) + self.mod=m1.current_model() + self.params=m1.current_params() + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + if self.offset_state==True: + self.params['offset'].set(value=self.y_f.data.min()) + # print(self.params) + out = self.mod.fit(self.y_f, self.params, x=self.x_f) + print(out.fit_report(min_correl=0.25)) + self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') + self.figure.tight_layout() + self.canvas.draw() + + + +if __name__ == "__main__": + app = QApplication(sys.argv) + window = fit_panel_single() + window.show() + sys.exit(app.exec_()) From f5db38b20619741e8db48c9e28423b8f0d155f3a Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 20:31:51 +0200 Subject: [PATCH 19/74] added an example for the fit panel single --- tutorials/template.ipynb | 187 +++++++++++++++++++++++++++++++++------ 1 file changed, 160 insertions(+), 27 deletions(-) diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb index 1dca783..cf8de32 100644 --- a/tutorials/template.ipynb +++ b/tutorials/template.ipynb @@ -122,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "a6a92293", "metadata": {}, "outputs": [ @@ -141,6 +141,13 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "results extracted!\n" + ] } ], "source": [ @@ -164,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "id": "fe4ced28", "metadata": {}, "outputs": [ @@ -174,7 +181,7 @@ "5" ] }, - "execution_count": 2, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, @@ -194,13 +201,13 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "28173036", + "execution_count": null, + "id": "8156e845", "metadata": {}, "outputs": [], "source": [ "\n", - "data=V1\n", + "data='your data_array'\n", "data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7)\n", "#the 2D plot data\n", "data2D_plot=data.isel({data.dims[2]:slice(0, 1)}).sum(dim=data.dims[2]) \n", @@ -210,32 +217,21 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "5c78b3de", "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'data' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[1;32mIn[1], line 3\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m#Use the fit panel on the extracted data\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mmpes_tools\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfit_panel\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m fit_panel\n\u001b[1;32m----> 3\u001b[0m graph_window\u001b[38;5;241m=\u001b[39mfit_panel(\u001b[43mdata\u001b[49m,\u001b[38;5;241m7.26502584586467\u001b[39m,\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m0\u001b[39m, data\u001b[38;5;241m.\u001b[39mdims[\u001b[38;5;241m1\u001b[39m])\n\u001b[0;32m 4\u001b[0m graph_window\u001b[38;5;241m.\u001b[39mshow()\n", - "\u001b[1;31mNameError\u001b[0m: name 'data' is not defined" - ] - } - ], + "outputs": [], "source": [ "#Use the fit panel on the extracted data\n", "from mpes_tools.fit_panel import fit_panel\n", + "%gui qt\n", "graph_window=fit_panel(data,7.26502584586467,0, 0,0, data.dims[1])\n", "graph_window.show()" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "id": "fa77e9ea", "metadata": {}, "outputs": [ @@ -245,9 +241,18 @@ "5" ] }, - "execution_count": 11, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -256,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 1, "id": "e74ff8ab", "metadata": {}, "outputs": [], @@ -275,23 +280,23 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 2, "id": "2c6bc231", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 13, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] @@ -312,6 +317,134 @@ "execution_count": null, "id": "08f327a9", "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", + "thefuuuuTable \n", + "count 6\n", + "tableitenm= \n", + "tableitenm= None\n", + "tableitenm= None\n", + "tableitenm= None\n", + "tableitenm= \n", + "tableitenm= None\n", + "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", + "thefuuuuTable \n", + "count 6\n", + "tableitenm= \n", + "tableitenm= \n", + "f0_A -56591974.51984634\n", + "tableitenm= \n", + "f0_x0 49.96666666665798\n", + "tableitenm= \n", + "f0_gamma 0.2\n", + "tableitenm= \n", + "tableitenm= \n", + "f1_A -56591974.51984634\n", + "[[Model]]\n", + " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 55\n", + " # data points = 19\n", + " # variables = 4\n", + " chi-square = 3.6520e+14\n", + " reduced chi-square = 2.4347e+13\n", + " Akaike info crit = 589.153518\n", + " Bayesian info crit = 592.931274\n", + " R-squared = -6.2400e-09\n", + "## Warning: uncertainties could not be estimated:\n", + "[[Variables]]\n", + " f0_A: -39908756.3 (init = -5.659197e+07)\n", + " f0_x0: 67.0313375 (init = 49.96667)\n", + " f0_gamma: -2.0575e-05 (init = 0.2)\n", + " f1_A: -63112224.4 (init = -5.659197e+07)\n", + "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", + "thefuuuuTable \n", + "count 6\n", + "tableitenm= \n", + "tableitenm= \n", + "f0_A -56591974.51984634\n", + "tableitenm= \n", + "f0_x0 49.96666666665798\n", + "tableitenm= \n", + "f0_gamma 0.2\n", + "tableitenm= \n", + "tableitenm= \n", + "f1_A -56591974.51984634\n", + "[[Model]]\n", + " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 157\n", + " # data points = 20\n", + " # variables = 4\n", + " chi-square = 8.9082e+13\n", + " reduced chi-square = 5.5676e+12\n", + " Akaike info crit = 590.496992\n", + " Bayesian info crit = 594.479921\n", + " R-squared = 0.81278004\n", + "[[Variables]]\n", + " f0_A: 17291184.6 +/- 3177500.66 (18.38%) (init = -5.659197e+07)\n", + " f0_x0: 80.6176787 +/- 10.0409995 (12.46%) (init = 49.96667)\n", + " f0_gamma: 151.821274 +/- 43.9700666 (28.96%) (init = 0.2)\n", + " f1_A: -74257366.0 +/- 3488149.25 (4.70%) (init = -5.659197e+07)\n", + "[[Correlations]] (unreported correlations are < 0.250)\n", + " C(f0_A, f1_A) = -0.9337\n", + " C(f0_gamma, f1_A) = -0.9175\n", + " C(f0_A, f0_gamma) = +0.7549\n", + "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", + "thefuuuuTable \n", + "count 6\n", + "tableitenm= \n", + "tableitenm= \n", + "f0_A -56591974.51984634\n", + "tableitenm= \n", + "f0_x0 49.96666666665798\n", + "tableitenm= \n", + "f0_gamma 0.2\n", + "tableitenm= \n", + "tableitenm= \n", + "f1_A -56591974.51984634\n", + "[[Model]]\n", + " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 157\n", + " # data points = 20\n", + " # variables = 4\n", + " chi-square = 8.9082e+13\n", + " reduced chi-square = 5.5676e+12\n", + " Akaike info crit = 590.496992\n", + " Bayesian info crit = 594.479921\n", + " R-squared = 0.81278004\n", + "[[Variables]]\n", + " f0_A: 17291184.6 +/- 3177500.66 (18.38%) (init = -5.659197e+07)\n", + " f0_x0: 80.6176787 +/- 10.0409995 (12.46%) (init = 49.96667)\n", + " f0_gamma: 151.821274 +/- 43.9700666 (28.96%) (init = 0.2)\n", + " f1_A: -74257366.0 +/- 3488149.25 (4.70%) (init = -5.659197e+07)\n", + "[[Correlations]] (unreported correlations are < 0.250)\n", + " C(f0_A, f1_A) = -0.9337\n", + " C(f0_gamma, f1_A) = -0.9175\n", + " C(f0_A, f0_gamma) = +0.7549\n" + ] + } + ], + "source": [ + "from mpes_tools.fit_panel_single import fit_panel_single\n", + "%gui qt\n", + "graph_window=fit_panel_single(-data_array)\n", + "graph_window.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "721a63f3", + "metadata": {}, "outputs": [], "source": [] } From c688ac184153582b2b4f1e3f895a45f13d9dcc85 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 15 Apr 2025 20:32:19 +0200 Subject: [PATCH 20/74] added a test file for fit panel single --- tests/fit_panel_signle_test.py | 576 +++++++++++++++++++++++++++++++++ 1 file changed, 576 insertions(+) create mode 100644 tests/fit_panel_signle_test.py diff --git a/tests/fit_panel_signle_test.py b/tests/fit_panel_signle_test.py new file mode 100644 index 0000000..4d828fb --- /dev/null +++ b/tests/fit_panel_signle_test.py @@ -0,0 +1,576 @@ +import sys +from PyQt5.QtGui import QBrush, QColor +from PyQt5.QtWidgets import QTextEdit, QLineEdit,QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, QWidget, QSlider, QLabel, QAction, QCheckBox, QPushButton, QListWidget, QTableWidget, QTableWidgetItem, QTableWidget, QCheckBox, QSplitter +from PyQt5.QtCore import Qt +from PyQt5.QtWidgets import QTableWidgetItem, QHBoxLayout, QCheckBox, QWidget +from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas +import matplotlib.pyplot as plt +from scipy.optimize import curve_fit +import numpy as np +from lmfit.models import ExpressionModel,Model +from lmfit import CompositeModel, Model +from lmfit.lineshapes import gaussian, step +import inspect +from mpes_tools.movable_vertical_cursors_graph import MovableCursors +from mpes_tools.make_model import make_model +from mpes_tools.graphs import showgraphs +from numpy import loadtxt +import xarray as xr + + +class fit_panel_single(QMainWindow): + def __init__(self): + super().__init__() + + self.setWindowTitle("Main Window") + self.setGeometry(100, 100, 1500, 800) + + # Create a menu bar + menu_bar = self.menuBar() + + # Create a 'View' menu + view_menu = menu_bar.addMenu("View") + + # Create actions for showing and hiding the graph window + clear_graph_action = QAction("Show Graph", self) + clear_graph_action.triggered.connect(self.clear_graph_window) + view_menu.addAction(clear_graph_action) + + # Store references to graph windows to prevent garbage collection + self.graph_windows = [] + + # Create a central widget + central_widget = QWidget() + self.setCentralWidget(central_widget) + + # Create a layout for the central widget + layout = QHBoxLayout() + central_widget.setLayout(layout) + + # Create a splitter for two panels + splitter = QSplitter(Qt.Horizontal) + + # Create a left panel widget and its layout + left_panel = QWidget() + left_layout = QVBoxLayout() + left_panel.setLayout(left_layout) + + # Create a right panel widget and its layout + right_panel = QWidget() + right_layout = QVBoxLayout() + right_panel.setLayout(right_layout) + + # Add the panels to the splitter + splitter.addWidget(left_panel) + splitter.addWidget(right_panel) + + self.figure, self.axis = plt.subplots() + plt.close(self.figure) + self.canvas = FigureCanvas(self.figure) + # Create two checkboxes + self.checkbox0 = QCheckBox("Cursors") + self.checkbox0.stateChanged.connect(self.checkbox0_changed) + + + # Create two checkboxes + self.checkbox1 = QCheckBox("Multiply with Fermi Dirac") + self.checkbox1.stateChanged.connect(self.checkbox1_changed) + + self.checkbox2 = QCheckBox("Convolve with a Gaussian") + self.checkbox2.stateChanged.connect(self.checkbox2_changed) + + self.checkbox3 = QCheckBox("add background offset") + self.checkbox3.stateChanged.connect(self.checkbox3_changed) + + + self.guess_button = QPushButton("Guess") + self.guess_button.clicked.connect(self.button_guess_clicked) + + bigger_layout = QVBoxLayout() + bigger_layout.addWidget(self.guess_button) + # Create a QListWidget + self.list_widget = QListWidget() + self.list_widget.addItems(["linear","Lorentz", "Gauss", "sinusoid","constant","jump"]) + self.list_widget.setMaximumSize(120,150) + self.list_widget.itemClicked.connect(self.item_selected) + + self.add_button = QPushButton("add") + self.add_button.clicked.connect(self.button_add_clicked) + + self.remove_button = QPushButton("remove") + self.remove_button.clicked.connect(self.button_remove_clicked) + + + self.graph_button = QPushButton("clear graph") + self.graph_button.clicked.connect(self.clear_graph_window) + + self.fit_button = QPushButton("Fit") + self.fit_button.clicked.connect(self.fit) + + + + left_buttons=QVBoxLayout() + left_sublayout=QHBoxLayout() + + left_buttons.addWidget(self.add_button) + left_buttons.addWidget(self.remove_button) + left_buttons.addWidget(self.graph_button) + left_buttons.addWidget(self.fit_button) + + + left_sublayout.addWidget(self.list_widget) + left_sublayout.addLayout(left_buttons) + + # Add widgets to the left layout + left_layout.addWidget(self.canvas) + left_layout.addWidget(self.checkbox0) + left_layout.addLayout(left_sublayout) + + + self.text_equation = QTextEdit() + # self.text_equation.setMinimumSize(50, 50) # Set minimum size + self.text_equation.setMaximumSize(500, 30) # Set maximum size + + # Create a table widget for the right panel + self.table_widget = QTableWidget(0, 4) # 6 rows and 4 columns (including the special row) + self.table_widget.setHorizontalHeaderLabels(['min', 'value', 'max', 'fix']) + # self.table_widget.setVerticalHeaderLabels(['Row 1', 'The ROW', 'Row 2', 'Row 3', 'Row 4', 'Row 5']) + self.table_widget.itemChanged.connect(self.table_item_changed) + self.table_widget.setMaximumSize(700,500) + # Add checkboxes to the last column of the table, except for the special row + for row in range(6): + if row != 1: # Skip 'The ROW' + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(row, 3, checkbox_widget) + + # Set 'The ROW' with uneditable empty cells + for col in range(4): + # if col == 3: # Skip the checkbox column for 'The ROW' + # continue + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(1, col, item) + + # Add the table to the right layout + checkboxes=QVBoxLayout() + top_lay = QHBoxLayout() + above_table=QVBoxLayout() + checkboxes.addWidget(self.checkbox1) + checkboxes.addWidget(self.checkbox2) + checkboxes.addWidget(self.checkbox3) + top_lay.addWidget(self.text_equation) + top_lay.addLayout(checkboxes) + above_table.addLayout(top_lay) + above_table.addLayout(bigger_layout) + right_layout.addLayout(above_table) + right_layout.addWidget(self.table_widget) + + # Add the splitter to the main layout + layout.addWidget(splitter) + def zero(x): + return 0 + self.equation= None + self.mod= Model(zero) + self.total_function=zero + self.function_before_Fermi= zero + self.function_before_convoluted= zero + self.update_text_edit_boxes() + self.i=0 + + self.function_list=[] + self.function_names_list=[] + self.cursor_handler = None + self.FD_state = False + self.CV_state = False + self.t0_state = False + self.offset_state = False + self.dim='delay' + # self.data=data + # self.y=data + # self.dim=self.data.dims[0] + self.plot_graph() + + def plot_graph(self): + self.axis.clear() + data= loadtxt('//nap33/wahada/data_CVS_new/11626/vhs3/position2025-03-13_173331.txt') + dim='delay' + title='peak' + self.y = xr.DataArray( + data=data[:,1], + dims=[dim], # e.g., 'energy', 'time', etc. + coords={dim: data[:,0]}, + name=title # Optional: give it a name (like the plot title) + ) + self.y.plot(ax=self.axis) + if self.checkbox0.isChecked(): + if self.cursor_handler is None: + self.cursor_handler = MovableCursors(self.axis) + else: + self.cursor_handler.redraw() + self.figure.tight_layout() + self.canvas.draw() + def update_text_edit_boxes(self): + self.text_equation.setPlaceholderText("Top Right Text Edit Box") + + def offset_function (self,x,offset): + return 0*x+offset + def constant (self,x,A): + return 0*x+A + def linear (self,x,a,b): + return a*x+b + def lorentzian(self,x, A, x0, gamma): + c=0.0000 + return A / (1 + ((x - x0) / (gamma+c)) ** 2) + def fermi_dirac(self,x, mu, T): + kb = 8.617333262145 * 10**(-5) # Boltzmann constant in eV/K + return 1 / (1 + np.exp((x - mu) / (kb * T))) + def gaussian(self,x,A, x0, gamma): + return A* np.exp(-(x -x0)**2 / (2 * gamma**2)) + def gaussian_conv(self,x,sigma): + return np.exp(-(x)**2 / (2 * sigma**2)) + def jump(self,x, mid): + """Heaviside step function.""" + o = np.zeros(x.size) + imid = max(np.where(x <= mid)[0]) + o[imid:] = 1.0 + return o + def jump2(self,x, mid,Amp): + """Heaviside step function.""" + o = np.zeros(x.size) + imid = max(np.where(x <= mid)[0]) + o[:imid] = Amp + return o + + def centered_kernel(self,x, sigma): + mean = x.mean() + return np.exp(-(x-mean)**2/(2*sigma/2.3548200)**2) + + def convolve(self,arr, kernel): + """Simple convolution of two arrays.""" + npts = min(arr.size, kernel.size) + pad = np.ones(npts) + tmp = np.concatenate((pad*arr[0], arr, pad*arr[-1])) + out = np.convolve(tmp, kernel/kernel.sum(), mode='valid') + noff = int((len(out) - npts) / 2) + return out[noff:noff+npts] + + + def convolution(x, func, *args, sigma=1.0): + N = 20 # Assuming N is intended to be a local variable here + x_step = x[1] - x[0] + + # Create the shifted input signal 'y' for convolution + y = np.zeros(N + len(x)) + for i in range(N): + y[i] = x[0] - (N - i) * x_step + y[N:] = x # Append the original signal x to y + + # Create the Gaussian kernel + x_gauss = np.linspace(-0.5, 0.5, len(x)) + gaussian_values = np.exp(-0.5 * (x_gauss / sigma)**2) / (sigma * np.sqrt(2 * np.pi)) + + # Evaluate the function values with parameters + function_values = func(x, *args) + + # Perform convolution + convolution_result = np.convolve(function_values, gaussian_values, mode='same') + + return convolution_result[N-1:-1] + + + def clear_graph_window(self): + self.axis.clear() + self.plot_graph() + + def checkbox0_changed(self, state): + if state == Qt.Checked: + if self.cursor_handler is None: + self.cursor_handler = MovableCursors(self.axis) + self.canvas.draw() + else: + self.cursor_handler.redraw() + else: + self.cursor_handler.remove() + + def checkbox1_changed(self, state): + if self.CV_state== True: + pos=2 + else: + pos=0 + if state == Qt.Checked: + self.FD_state = True + self.update_equation() + self.table_widget.insertRow(pos) + label_item = QTableWidgetItem("Fermi") + self.table_widget.setVerticalHeaderItem(pos, label_item) + for col in range(4): + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(pos, col, item) + item.setBackground(QBrush(QColor('grey'))) + c=self.table_widget.rowCount() + self.table_widget.insertRow(pos+1) + label_item1 = QTableWidgetItem("Fermi level") + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row= pos+1: self.handle_checkbox_state_change(state, row)) + # print('thecount',c+1) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(pos+1, 3, checkbox_widget) + self.table_widget.setVerticalHeaderItem(pos+1, label_item1) + + self.table_widget.insertRow(pos+2) + label_item2 = QTableWidgetItem("Temperature") + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row= pos+2: self.handle_checkbox_state_change(state, row)) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(pos+2, 3, checkbox_widget) + self.table_widget.setVerticalHeaderItem(pos+2, label_item2) + else: + self.FD_state = False + self.update_equation() + # print("Checkbox 1 is unchecked") + + self.table_widget.removeRow(pos) + self.table_widget.removeRow(pos) + self.table_widget.removeRow(pos) + + def checkbox2_changed(self, state): + if state == Qt.Checked: + self.CV_state = True + + self.update_equation() + + self.table_widget.insertRow(0) + label_item = QTableWidgetItem("Convolution") + self.table_widget.setVerticalHeaderItem(0, label_item) + # self.table_widget.setVerticalHeaderItem(0, new_row_name) + for col in range(4): + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(0, col, item) + item.setBackground(QBrush(QColor('grey'))) + + self.table_widget.insertRow(1) + label_item1 = QTableWidgetItem("sigma") + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row= 1: self.handle_checkbox_state_change(state, row)) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(1, 3, checkbox_widget) + self.table_widget.setVerticalHeaderItem(1, label_item1) + + else: + self.CV_state = False + self.update_equation() + # print("Checkbox 1 is unchecked") + + self.table_widget.removeRow(0) + self.table_widget.removeRow(0) + def checkbox3_changed(self, state): + if state == Qt.Checked: + self.offset_state=True + else: + self.offset_state=False + + def item_selected(self, item): + # print(f"Selected: {item.text()}") + if item.text() == 'Lorentz': + self.function_selected = self.lorentzian + elif item.text() == 'Gauss': + self.function_selected = self.gaussian + elif item.text()=='linear': + self.function_selected =self.linear + elif item.text()=='constant': + self.function_selected =self.constant + elif item.text()=='jump': + self.function_selected =self.jump2 + + def button_guess_clicked(self): + cursors= self.cursor_handler.cursors() + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + max_value= self.y_f.data.max() + min_value= self.y_f.data.min() + mean_value= self.y_f.data.mean() + max_arg=self.y_f.data.argmax() + # print(self.x_f[max_arg].item()) + for row in range(self.table_widget.rowCount()): + header_item = self.table_widget.verticalHeaderItem(row) + if "A" in header_item.text(): + self.params[header_item.text()].set(value=max_value) + item = QTableWidgetItem(str(max_value)) + self.table_widget.setItem(row, 1, item) + elif "x0" in header_item.text(): + self.params[header_item.text()].set(value=self.x_f[max_arg].item()) + item = QTableWidgetItem(str(self.x_f[max_arg].item())) + self.table_widget.setItem(row, 1, item) + elif "gamma" in header_item.text(): + self.params[header_item.text()].set(value=0.2) + item = QTableWidgetItem(str(0.2)) + self.table_widget.setItem(row, 1, item) + + + + def button_remove_clicked(self): + if self.i>0: + self.i-=1 + current_row_count = self.table_widget.rowCount() + sig = inspect.signature(self.function_list[-1]) + params = sig.parameters + + for p in range(len(params)): + self.table_widget.removeRow(current_row_count-1-p) + + self.function_list.remove(self.function_list[-1]) + self.function_names_list.remove(self.function_names_list[-1]) + self.update_equation() + self.create() + + def button_add_clicked(self): + def zero(x): + return 0 + + + self.i+=1 + self.function_list.append(self.function_selected) + self.function_names_list.append(self.list_widget.currentItem().text()) + j=0 + for p in self.function_list: + current_function=Model(p,prefix='f'+str(j)+'_') + j+=1 + + + current_row_count = self.table_widget.rowCount() + + self.table_widget.insertRow(current_row_count) + new_row_name = QTableWidgetItem(self.list_widget.currentItem().text()) + self.table_widget.setVerticalHeaderItem(current_row_count, new_row_name) + for col in range(4): + item = QTableWidgetItem('') + item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable + self.table_widget.setItem(current_row_count, col, item) + item.setBackground(QBrush(QColor('grey'))) + c=current_row_count + for p in range(len(current_function.param_names)): + + self.table_widget.insertRow(c+p+1) + # print(current_function.param_names[p]) + new_row_name = QTableWidgetItem(current_function.param_names[p]) + self.table_widget.setVerticalHeaderItem(c+p+1, new_row_name) + checkbox_widget = QWidget() + checkbox_layout = QHBoxLayout() + checkbox_layout.setAlignment(Qt.AlignCenter) + checkbox = QCheckBox() + checkbox.stateChanged.connect(lambda state, row=c + p + 1: self.handle_checkbox_state_change(state, row)) + checkbox_layout.addWidget(checkbox) + checkbox_widget.setLayout(checkbox_layout) + self.table_widget.setCellWidget(c+p+1, 3, checkbox_widget) + + self.update_equation() + self.create() + + def update_equation(self): + self.equation='' + # print('names',self.function_names_list) + for j,n in enumerate(self.function_names_list): + if len(self.function_names_list)==1: + self.equation= n + else: + if j==0: + self.equation= n + else: + self.equation+= '+' + n + if self.FD_state: + self.equation= '('+ self.equation+ ')* Fermi_Dirac' + self.text_equation.setPlainText(self.equation) + # print('equation',self.equation) + + + def table_item_changed(self, item): + # print(f"Table cell changed at ({item.row()}, {item.column()}): {item.text()}") + header_item = self.table_widget.verticalHeaderItem(item.row()) + # print('theeeeeeitem=',item.text()) + + def handle_checkbox_state_change(self,state,row): + if state == Qt.Checked: + header_item = self.table_widget.verticalHeaderItem(row) + + else: + header_item = self.table_widget.verticalHeaderItem(row) + def create(self): + def zero(x): + return 0 + cursors= self.cursor_handler.cursors() + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + # print(self.y_f) + if self.offset_state==True: + self.params['offset'].set(value=self.y_f.data.min()) + list_axis=[[self.y[self.dim]],[self.x_f]] + self.mod= Model(zero) + j=0 + for f in self.function_list: + self.mod+=Model(f,prefix='f'+str(j)+'_') + j+=1 + if self.FD_state == True: + self.mod= self.mod* Model(self.fermi_dirac) + if self.CV_state == True: + self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) + if self.offset_state==True: + self.mod= self.mod+Model(self.offset_function) + m1=make_model(self.mod, self.table_widget) + self.mod=m1.current_model() + self.params=m1.current_params() + def fit(self): + + def zero(x): + return 0 + self.mod= Model(zero) + cursors= self.cursor_handler.cursors() + j=0 + for f in self.function_list: + self.mod+=Model(f,prefix='f'+str(j)+'_') + j+=1 + if self.FD_state == True: + self.mod= self.mod* Model(self.fermi_dirac) + if self.CV_state == True: + self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) + if self.offset_state==True: + self.mod= self.mod+Model(self.offset_function) + m1=make_model(self.mod, self.table_widget) + self.mod=m1.current_model() + self.params=m1.current_params() + self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) + self.x_f=self.y_f[self.dim] + if self.offset_state==True: + self.params['offset'].set(value=self.y_f.data.min()) + # print(self.params) + out = self.mod.fit(self.y_f, self.params, x=self.x_f) + print(out.fit_report(min_correl=0.25)) + self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') + self.figure.tight_layout() + self.canvas.draw() + + + +if __name__ == "__main__": + app = QApplication(sys.argv) + window = fit_panel_single() + window.show() + sys.exit(app.exec_()) From f29c4527b63bda68ac7aeec9268d35a2f05edb8d Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 16 Apr 2025 11:05:40 +0200 Subject: [PATCH 21/74] cleaned up a bit --- src/mpes_tools/make_model.py | 20 +++++--------------- 1 file changed, 5 insertions(+), 15 deletions(-) diff --git a/src/mpes_tools/make_model.py b/src/mpes_tools/make_model.py index 940b1e2..c88353b 100644 --- a/src/mpes_tools/make_model.py +++ b/src/mpes_tools/make_model.py @@ -1,28 +1,18 @@ -import sys -from PyQt5.QtGui import QBrush, QColor -from PyQt5.QtWidgets import QTextEdit, QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, QWidget, QSlider, QLabel, QAction, QCheckBox, QPushButton, QListWidget, QTableWidget, QTableWidgetItem, QTableWidget, QCheckBox, QSplitter -from PyQt5.QtCore import Qt -from PyQt5.QtWidgets import QTableWidgetItem, QHBoxLayout, QCheckBox, QWidget -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -import matplotlib.pyplot as plt - +from PyQt5.QtWidgets import QCheckBox class make_model: - # from matplotlib.widgets import CheckButtons, Button - # %matplotlib qt - def __init__(self,mod,table_widget): self.mod=mod self.params=mod.make_params() - print('otherpalce',self.params) - print('thefuuuuTable',table_widget) - print('count',table_widget.rowCount()) + # print('otherpalce',self.params) + # print('thefuuuuTable',table_widget) + # print('count',table_widget.rowCount()) for row in range(table_widget.rowCount()): item = table_widget.item(row, 1) checkbox_widget = table_widget.cellWidget(row, 3) - print('tableitenm=',item) + # print('tableitenm=',item) if item is not None and item.text().strip(): header_item = table_widget.verticalHeaderItem(item.row()) checkbox=checkbox_widget.findChild(QCheckBox) From 9a5f4cddc2245def54d4d89ec9597da17c25f8a5 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 16 Apr 2025 11:06:18 +0200 Subject: [PATCH 22/74] cleaned up tutorial --- tutorials/template.ipynb | 129 ++++++--------------------------------- 1 file changed, 19 insertions(+), 110 deletions(-) diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb index cf8de32..3fbe5d4 100644 --- a/tutorials/template.ipynb +++ b/tutorials/template.ipynb @@ -122,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "a6a92293", "metadata": {}, "outputs": [ @@ -141,13 +141,6 @@ }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "results extracted!\n" - ] } ], "source": [ @@ -261,7 +254,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "e74ff8ab", "metadata": {}, "outputs": [], @@ -280,17 +273,17 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "2c6bc231", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, @@ -314,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "08f327a9", "metadata": {}, "outputs": [ @@ -322,114 +315,30 @@ "name": "stdout", "output_type": "stream", "text": [ - "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", - "thefuuuuTable \n", - "count 6\n", - "tableitenm= \n", - "tableitenm= None\n", - "tableitenm= None\n", - "tableitenm= None\n", - "tableitenm= \n", - "tableitenm= None\n", - "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", - "thefuuuuTable \n", - "count 6\n", - "tableitenm= \n", - "tableitenm= \n", - "f0_A -56591974.51984634\n", - "tableitenm= \n", - "f0_x0 49.96666666665798\n", - "tableitenm= \n", - "f0_gamma 0.2\n", - "tableitenm= \n", - "tableitenm= \n", - "f1_A -56591974.51984634\n", - "[[Model]]\n", - " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", - "[[Fit Statistics]]\n", - " # fitting method = leastsq\n", - " # function evals = 55\n", - " # data points = 19\n", - " # variables = 4\n", - " chi-square = 3.6520e+14\n", - " reduced chi-square = 2.4347e+13\n", - " Akaike info crit = 589.153518\n", - " Bayesian info crit = 592.931274\n", - " R-squared = -6.2400e-09\n", - "## Warning: uncertainties could not be estimated:\n", - "[[Variables]]\n", - " f0_A: -39908756.3 (init = -5.659197e+07)\n", - " f0_x0: 67.0313375 (init = 49.96667)\n", - " f0_gamma: -2.0575e-05 (init = 0.2)\n", - " f1_A: -63112224.4 (init = -5.659197e+07)\n", - "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", - "thefuuuuTable \n", - "count 6\n", - "tableitenm= \n", - "tableitenm= \n", - "f0_A -56591974.51984634\n", - "tableitenm= \n", - "f0_x0 49.96666666665798\n", - "tableitenm= \n", - "f0_gamma 0.2\n", - "tableitenm= \n", - "tableitenm= \n", - "f1_A -56591974.51984634\n", - "[[Model]]\n", - " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", - "[[Fit Statistics]]\n", - " # fitting method = leastsq\n", - " # function evals = 157\n", - " # data points = 20\n", - " # variables = 4\n", - " chi-square = 8.9082e+13\n", - " reduced chi-square = 5.5676e+12\n", - " Akaike info crit = 590.496992\n", - " Bayesian info crit = 594.479921\n", - " R-squared = 0.81278004\n", - "[[Variables]]\n", - " f0_A: 17291184.6 +/- 3177500.66 (18.38%) (init = -5.659197e+07)\n", - " f0_x0: 80.6176787 +/- 10.0409995 (12.46%) (init = 49.96667)\n", - " f0_gamma: 151.821274 +/- 43.9700666 (28.96%) (init = 0.2)\n", - " f1_A: -74257366.0 +/- 3488149.25 (4.70%) (init = -5.659197e+07)\n", - "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_A, f1_A) = -0.9337\n", - " C(f0_gamma, f1_A) = -0.9175\n", - " C(f0_A, f0_gamma) = +0.7549\n", - "otherpalce Parameters([('f0_A', ), ('f0_x0', ), ('f0_gamma', ), ('f1_A', )])\n", - "thefuuuuTable \n", - "count 6\n", - "tableitenm= \n", - "tableitenm= \n", "f0_A -56591974.51984634\n", - "tableitenm= \n", "f0_x0 49.96666666665798\n", - "tableitenm= \n", "f0_gamma 0.2\n", - "tableitenm= \n", - "tableitenm= \n", "f1_A -56591974.51984634\n", "[[Model]]\n", " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", "[[Fit Statistics]]\n", " # fitting method = leastsq\n", - " # function evals = 157\n", - " # data points = 20\n", + " # function evals = 153\n", + " # data points = 23\n", " # variables = 4\n", - " chi-square = 8.9082e+13\n", - " reduced chi-square = 5.5676e+12\n", - " Akaike info crit = 590.496992\n", - " Bayesian info crit = 594.479921\n", - " R-squared = 0.81278004\n", + " chi-square = 1.0164e+14\n", + " reduced chi-square = 5.3495e+12\n", + " Akaike info crit = 677.690125\n", + " Bayesian info crit = 682.232101\n", + " R-squared = 0.80470402\n", "[[Variables]]\n", - " f0_A: 17291184.6 +/- 3177500.66 (18.38%) (init = -5.659197e+07)\n", - " f0_x0: 80.6176787 +/- 10.0409995 (12.46%) (init = 49.96667)\n", - " f0_gamma: 151.821274 +/- 43.9700666 (28.96%) (init = 0.2)\n", - " f1_A: -74257366.0 +/- 3488149.25 (4.70%) (init = -5.659197e+07)\n", + " f0_A: 14279264.8 +/- 1652731.37 (11.57%) (init = -5.659197e+07)\n", + " f0_x0: 72.1795700 +/- 9.80553399 (13.58%) (init = 49.96667)\n", + " f0_gamma: 110.232241 +/- 26.3443714 (23.90%) (init = 0.2)\n", + " f1_A: -70606735.7 +/- 1511483.05 (2.14%) (init = -5.659197e+07)\n", "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_A, f1_A) = -0.9337\n", - " C(f0_gamma, f1_A) = -0.9175\n", - " C(f0_A, f0_gamma) = +0.7549\n" + " C(f0_gamma, f1_A) = -0.8151\n", + " C(f0_A, f1_A) = -0.6389\n" ] } ], From 8dea3c8c8d2ce2a3f535819d13ad1b86ad4924d9 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 16 Apr 2025 11:27:29 +0200 Subject: [PATCH 23/74] cleaning up additional prints and so on --- src/mpes_tools/fit_panel.py | 6 +-- src/mpes_tools/graphs.py | 7 +--- tests/fit_panel_signle_test.py | 7 ++-- tutorials/template.ipynb | 75 +++++++++++++++++++--------------- 4 files changed, 49 insertions(+), 46 deletions(-) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index 1f2d292..4787487 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -808,16 +808,12 @@ def zero(x): for pname, par in self.params.items(): self.fit_results.append(getattr(self, pname)[:-self.dt]) names.append(pname) - print('dt>0') - print(len(getattr(self, pname))) else: for pname, par in self.params.items(): self.fit_results.append(getattr(self, pname)) names.append(pname) - print('dt=0') - print(len(getattr(self, pname))) # print('th dt',self.dt) - print('the xaxis',len(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt])) + # print('the xaxis',len(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt])) sg=showgraphs(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt], self.fit_results,names,list_axis,list_plot_fits) sg.show() self.graph_windows.append(sg) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 214cc06..2bef341 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -24,7 +24,6 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): central_widget = QWidget(self) self.setCentralWidget(central_widget) layout = QGridLayout(central_widget) - print('boo') # print(len(x),len(list_plot_fits)) # print(list_plot_fits[0]) @@ -76,7 +75,6 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): canvas.mpl_connect("button_press_event", handler.handle_double_click) self.click_handlers.append(handler) self.ax_list.append(ax) - print('in the main code'+f"self.ax id: {id(ax)}") def external_callback(self,ax): # print(f"External callback: clicked subplot ({i},{j})") for i, ax_item in enumerate(self.ax_list): @@ -115,10 +113,7 @@ def create_plot_widget(self, data_array, title): plt.close(figure) data_array.plot(ax=ax) ax.set_title(title) - # ax.grid(True) - # ax.set_xlabel(self.dim) - # ax.set_ylabel('y') - print('create_plot'+f"self.ax id: {id(ax)}") + # print('create_plot'+f"self.ax id: {id(ax)}") # Create a FigureCanvas to embed in the Qt layout canvas = FigureCanvas(figure) toolbar = NavigationToolbar(canvas, self) diff --git a/tests/fit_panel_signle_test.py b/tests/fit_panel_signle_test.py index 4d828fb..1213d66 100644 --- a/tests/fit_panel_signle_test.py +++ b/tests/fit_panel_signle_test.py @@ -189,16 +189,17 @@ def zero(x): self.CV_state = False self.t0_state = False self.offset_state = False - self.dim='delay' # self.data=data # self.y=data # self.dim=self.data.dims[0] + self.dim='delay' self.plot_graph() - + + def plot_graph(self): self.axis.clear() data= loadtxt('//nap33/wahada/data_CVS_new/11626/vhs3/position2025-03-13_173331.txt') - dim='delay' + dim= self.dim title='peak' self.y = xr.DataArray( data=data[:,1], diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb index 3fbe5d4..301403c 100644 --- a/tutorials/template.ipynb +++ b/tutorials/template.ipynb @@ -164,7 +164,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "id": "fe4ced28", "metadata": {}, "outputs": [ @@ -174,18 +174,9 @@ "5" ] }, - "execution_count": 6, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ @@ -210,10 +201,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "5c78b3de", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "f0_A 68594891.74885073\n", + "f0_x0 -0.04113953488371891\n", + "f0_gamma 0.2\n" + ] + } + ], "source": [ "#Use the fit panel on the extracted data\n", "from mpes_tools.fit_panel import fit_panel\n", @@ -254,10 +255,20 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "id": "e74ff8ab", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "\n", "import xarray as xr\n", @@ -273,17 +284,17 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "2c6bc231", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 3, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, @@ -307,7 +318,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "08f327a9", "metadata": {}, "outputs": [ @@ -323,22 +334,22 @@ " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", "[[Fit Statistics]]\n", " # fitting method = leastsq\n", - " # function evals = 153\n", - " # data points = 23\n", + " # function evals = 138\n", + " # data points = 25\n", " # variables = 4\n", - " chi-square = 1.0164e+14\n", - " reduced chi-square = 5.3495e+12\n", - " Akaike info crit = 677.690125\n", - " Bayesian info crit = 682.232101\n", - " R-squared = 0.80470402\n", + " chi-square = 1.0446e+14\n", + " reduced chi-square = 4.9745e+12\n", + " Akaike info crit = 734.524718\n", + " Bayesian info crit = 739.400221\n", + " R-squared = 0.80970692\n", "[[Variables]]\n", - " f0_A: 14279264.8 +/- 1652731.37 (11.57%) (init = -5.659197e+07)\n", - " f0_x0: 72.1795700 +/- 9.80553399 (13.58%) (init = 49.96667)\n", - " f0_gamma: 110.232241 +/- 26.3443714 (23.90%) (init = 0.2)\n", - " f1_A: -70606735.7 +/- 1511483.05 (2.14%) (init = -5.659197e+07)\n", + " f0_A: 13829756.4 +/- 1465794.12 (10.60%) (init = -5.659197e+07)\n", + " f0_x0: 70.3869880 +/- 9.39332978 (13.35%) (init = 49.96667)\n", + " f0_gamma: 103.001516 +/- 22.4624155 (21.81%) (init = 0.2)\n", + " f1_A: -70018457.3 +/- 1151952.86 (1.65%) (init = -5.659197e+07)\n", "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_gamma, f1_A) = -0.8151\n", - " C(f0_A, f1_A) = -0.6389\n" + " C(f0_gamma, f1_A) = -0.7681\n", + " C(f0_A, f1_A) = -0.5074\n" ] } ], From ece76042acae0cbef3b2afe882ed0447999b8716 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20de=20Castro?= Date: Wed, 16 Apr 2025 11:45:11 +0200 Subject: [PATCH 24/74] I add a loading function for nexus files on Main.py --- src/mpes_tools/Main.py | 34 +++++++++++++++++++++++++++------- 1 file changed, 27 insertions(+), 7 deletions(-) diff --git a/src/mpes_tools/Main.py b/src/mpes_tools/Main.py index eb9f0c0..74a7fbc 100644 --- a/src/mpes_tools/Main.py +++ b/src/mpes_tools/Main.py @@ -69,18 +69,38 @@ def __init__(self): self.show() + def open_file_phoibos(self): - file_path, _ = QFileDialog.getOpenFileName(self, "Open Text File", "", "Text Files (*.npz)") - if file_path: - loaded_data = np.load(file_path) - V1 = xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) + # ... existing code ... + file_path, _ = QFileDialog.getOpenFileName(self, "Open File", "", "Data Files (*.npz *.nxs)") + if file_path: + if file_path.endswith('.npz'): + loaded_data = np.load(file_path) + V1 = xr.DataArray(loaded_data['data_array'], + dims=['Angle', 'Ekin','delay'], + coords={'Angle': loaded_data['Angle'], + 'Ekin': loaded_data['Ekin'], + 'delay': loaded_data['delay']}) + elif file_path.endswith('.nxs'): + with h5py.File(file_path, 'r') as f: + # Ajuste os caminhos dos dados de acordo com a estrutura do seu arquivo NeXus + # Isso é um exemplo - você precisa adaptar para a estrutura específica do seu arquivo + data_array = f['/entry/data/data'][:] # Ajuste o caminho conforme necessário + angle = f['/entry/data/angular0'][:] # Ajuste o caminho conforme necessário + energy = f['/entry/data/energy'][:] # Ajuste o caminho conforme necessário + delay = f['/entry/data/delay'][:] # Ajuste o caminho conforme necessário + + V1 = xr.DataArray(data_array, + dims=['Angle', 'Ekin', 'delay'], + coords={'Angle': angle, + 'Ekin': energy, + 'delay': delay}) + axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']] - # print(data.dims) graph_window= Gui_3d(V1,0,0,'Phoibos') - graph_window.show() self.graph_windows.append(graph_window) - + def open_file_dialoge(self): # Open file dialog to select a .h5 file file_path, _ = QFileDialog.getOpenFileName(self, "Open hdf5", "", "h5 Files (*.h5)") From c87fc1ba6fb01a2e2b740b5f7ea67b832da35c64 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 16 Apr 2025 11:58:40 +0200 Subject: [PATCH 25/74] fixed the sinusoid fit function --- src/mpes_tools/fit_panel.py | 7 ++++++- src/mpes_tools/fit_panel_single.py | 4 ++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index 4787487..e38e552 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -308,7 +308,10 @@ def jump2(self,x, mid,Amp): imid = max(np.where(x <= mid)[0]) o[:imid] = Amp return o - + + def sinusoid(self,x,A,omega,phi): + return A* np.sin(omega*x+phi) + def centered_kernel(self,x, sigma): mean = x.mean() return np.exp(-(x-mean)**2/(2*sigma/2.3548200)**2) @@ -482,6 +485,8 @@ def item_selected(self, item): self.function_selected =self.constant elif item.text()=='jump': self.function_selected =self.jump2 + elif item.text()=='sinusoid': + self.function_selected =self.sinusoid def button_guess_clicked(self): cursors= self.cursor_handler.cursors() diff --git a/src/mpes_tools/fit_panel_single.py b/src/mpes_tools/fit_panel_single.py index 63d3235..0041491 100644 --- a/src/mpes_tools/fit_panel_single.py +++ b/src/mpes_tools/fit_panel_single.py @@ -235,6 +235,8 @@ def jump2(self,x, mid,Amp): imid = max(np.where(x <= mid)[0]) o[:imid] = Amp return o + def sinusoid(self,x,A,omega,phi): + return A* np.sin(omega*x+phi) def centered_kernel(self,x, sigma): mean = x.mean() @@ -390,6 +392,8 @@ def item_selected(self, item): self.function_selected =self.constant elif item.text()=='jump': self.function_selected =self.jump2 + elif item.text()=='sinusoid': + self.function_selected =self.sinusoid def button_guess_clicked(self): cursors= self.cursor_handler.cursors() From 495a09d0381e200dc46bd981bb6062577533fa6e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?T=C3=BAlio=20de=20Castro?= Date: Thu, 17 Apr 2025 13:55:41 +0200 Subject: [PATCH 26/74] I change the loading function for nexus files to use nxarray --- src/mpes_tools/Main.py | 17 ++++------------- 1 file changed, 4 insertions(+), 13 deletions(-) diff --git a/src/mpes_tools/Main.py b/src/mpes_tools/Main.py index 74a7fbc..5bc2bf7 100644 --- a/src/mpes_tools/Main.py +++ b/src/mpes_tools/Main.py @@ -11,6 +11,7 @@ from mpes_tools.show_4d_window import show_4d_window import os from PyQt5.QtGui import QPixmap +import nxarray class ARPES_Analyser(QMainWindow): def __init__(self): @@ -82,19 +83,9 @@ def open_file_phoibos(self): 'Ekin': loaded_data['Ekin'], 'delay': loaded_data['delay']}) elif file_path.endswith('.nxs'): - with h5py.File(file_path, 'r') as f: - # Ajuste os caminhos dos dados de acordo com a estrutura do seu arquivo NeXus - # Isso é um exemplo - você precisa adaptar para a estrutura específica do seu arquivo - data_array = f['/entry/data/data'][:] # Ajuste o caminho conforme necessário - angle = f['/entry/data/angular0'][:] # Ajuste o caminho conforme necessário - energy = f['/entry/data/energy'][:] # Ajuste o caminho conforme necessário - delay = f['/entry/data/delay'][:] # Ajuste o caminho conforme necessário - - V1 = xr.DataArray(data_array, - dims=['Angle', 'Ekin', 'delay'], - coords={'Angle': angle, - 'Ekin': energy, - 'delay': delay}) + V1=nxarray.load(file_path) + V1=V1.rename({'angular0':'Angle','energy':'Ekin','delay':'delay'}) + V1=V1[list(V1.data_vars)[0]] axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']] graph_window= Gui_3d(V1,0,0,'Phoibos') From 9c8b12b9dda76c61aa157bf5e03968360d1e1615 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 17 Apr 2025 14:46:00 +0200 Subject: [PATCH 27/74] added the feature to extract results by right clicking --- src/mpes_tools/Gui_3d.py | 111 +++++++++++++++++++++++++++++++++++++-- 1 file changed, 106 insertions(+), 5 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 6e650fb..5ab6647 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -12,6 +12,9 @@ from IPython.core.getipython import get_ipython from mpes_tools.double_click_handler import SubplotClickHandler import xarray as xr +from mpes_tools.right_click_handler import RightClickHandler +from PyQt5.QtWidgets import QMenu +from PyQt5.QtGui import QCursor #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC # Two vertical cursors and two horizontal cursors are defined in the main graph with each same color for the cursors being horizontal and vertical intercept each other in a dot so one can move either each cursor or the dot itself which will move both cursors. @@ -34,11 +37,17 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): plt.close(self.fig) self.canvas = FigureCanvas(self.fig) self.click_handlers = [] + self.handler_list = [] + + # for idx, ax in enumerate(self.axs.flatten()): + # handler = SubplotClickHandler(ax, self.external_callback) + # ax.figure.canvas.mpl_connect("button_press_event", handler.handle_double_click) + # self.click_handlers.append(handler) for idx, ax in enumerate(self.axs.flatten()): - handler = SubplotClickHandler(ax, self.external_callback) - ax.figure.canvas.mpl_connect("button_press_event", handler.handle_double_click) - self.click_handlers.append(handler) + handler = RightClickHandler(self.canvas, ax,self.show_pupup_window) + self.canvas.mpl_connect("button_press_event", handler.on_right_click) + self.handler_list.append(handler) # plt.ioff() # add the checkboxes for EDC and MDC integration and the button to save the results self.checkbox_e = QCheckBox("Integrate_energy") @@ -108,7 +117,8 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) # define the cut for the spectra of the main graph - self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + # self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][t], self.axis[2][t + dt])}).sum(dim=self.data.dims[2]) #Initialize the relevant prameters self.t=t @@ -154,6 +164,96 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.graph_windows=[] print(data_array.dims) + + def show_pupup_window(self,canvas,ax): + if ax==self.axs[0,0]: + menu = QMenu(canvas) + action1 = menu.addAction("data_2D") + action2 = menu.addAction("cursors") + + action = menu.exec_(QCursor.pos()) + + if action == action1: + print('data2D_plot=data.sel({data.dims[2]:slice('+f"{self.axis[2][self.slider1.value()]:.2f}"+', '+f"{self.axis[2][self.slider1.value()+self.slider2.value()+1]:.2f}"+')}).sum(dim=data.dims[2])' ) + elif action == action2: + print('yellow_vertical,yellow_horizontal,green_vertical,green_horizontal= '+ f"{self.dot1.center[0]:.2f} ,{self.dot1.center[1]:.2f},{self.dot2.center[0]:.2f},{self.dot2.center[1]:.2f}") + + elif ax==self.axs[1,0]: + menu = QMenu(canvas) + action1 = menu.addAction("yellow_EDC") + action2 = menu.addAction("green_EDC") + action3 = menu.addAction("integrated_EDC") + + action = menu.exec_(QCursor.pos()) + + if action == action1: + print("data.sel({data.dims[2]: slice(" + + f"{self.axis[2][self.slider1.value()]:.2f}, " + + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + + ")}).sum(dim=data.dims[2]).sel({data.dims[0]: " + + f"{self.dot1.center[1]:.2f}" + + "}, method='nearest') # Yellow EDC") + elif action == action2: + print("data.sel({data.dims[2]: slice(" + + f"{self.axis[2][self.slider1.value()]:.2f}, " + + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + + ")}).sum(dim=data.dims[2]).sel({data.dims[0]: " + + f"{self.dot2.center[1]:.2f}" + + "}, method='nearest') # Green EDC") + elif action == action3: + print("data.sel({data.dims[2]: slice(" + + f"{self.axis[2][self.slider1.value()]:.2f}, " + + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + + ")}).sum(dim=data.dims[2]).sel({data.dims[0]: slice(" + + f"{min(self.dot1.center[1], self.dot2.center[1]):.2f}, " + + f"{max(self.dot1.center[1], self.dot2.center[1]):.2f}" + + ")}).sum(dim=data.dims[0]) # Integrated EDC") + elif ax==self.axs[0,1]: + menu = QMenu(canvas) + action1 = menu.addAction("yellow_MDC") + action2 = menu.addAction("green_MDC") + action3 = menu.addAction("integrated_MDC") + + action = menu.exec_(QCursor.pos()) + + if action == action1: + print("data.sel({data.dims[2]: slice(" + + f"{self.axis[2][self.slider1.value()]:.2f}, " + + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + + ")}).sum(dim=data.dims[2]).sel({data.dims[1]: " + + f"{self.dot1.center[0]:.2f}" + + "}, method='nearest') # Yellow MDC") + elif action == action2: + print("data.sel({data.dims[2]: slice(" + + f"{self.axis[2][self.slider1.value()]:.2f}, " + + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + + ")}).sum(dim=data.dims[2]).sel({data.dims[1]: " + + f"{self.dot2.center[0]:.2f}" + + "}, method='nearest') # Green MDC") + + elif action == action3: + print("data.sel({data.dims[2]: slice(" + + f"{self.axis[2][self.slider1.value()]:.2f}, " + + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + + ")}).sum(dim=data.dims[2]).sel({data.dims[1]: slice(" + + f"{min(self.dot1.center[0], self.dot2.center[0]):.2f}, " + + f"{max(self.dot1.center[0], self.dot2.center[0]):.2f}" + + ")}).sum(dim=data.dims[1]) # Integrated MDC") + elif ax==self.axs[1,1]: + menu = QMenu(canvas) + action1 = menu.addAction("intensity box") + action = menu.exec_(QCursor.pos()) + + if action == action1: + # Integrated intensity box + print("data.loc[{data.dims[0]: slice(" + + f"{min(self.dot1.center[1], self.dot2.center[1]):.2f}, " + + f"{max(self.dot1.center[1], self.dot2.center[1]):.2f}" + + "), data.dims[1]: slice(" + + f"{min(self.dot1.center[0], self.dot2.center[0]):.2f}, " + + f"{max(self.dot1.center[0], self.dot2.center[0]):.2f}" + + ")}].sum(dim=(data.dims[0], data.dims[1])) # Box integration") + def external_callback(self,ax): # print(f"External callback: clicked subplot ({i},{j})") if ax==self.axs[0,0]: @@ -404,7 +504,8 @@ def update_show(t, dt): # update the main graph as well as the relevant EDC and self.axs[0, 1].clear() self.axs[1, 0].clear() #update the main graph/ spectra - self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + # self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][t], self.axis[2][t + dt])}).sum(dim=self.data.dims[2]) im.set_array(self.data2D_plot) # show the cuts for the EDC and MDC if self.checkbox_e.isChecked() and self.checkbox_k.isChecked(): From c9b807961456716bcb3403a9afcde91fbb68f0e7 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 17 Apr 2025 14:46:22 +0200 Subject: [PATCH 28/74] added the feature to extract results by right clicking and added extra cursors for the integration range --- src/mpes_tools/show_4d_window.py | 172 +++++++++++++++++++++++-------- 1 file changed, 130 insertions(+), 42 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 7b50b30..78376e0 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -10,6 +10,9 @@ from mpes_tools.hdf5 import load_h5 from IPython.core.getipython import get_ipython from mpes_tools.double_click_handler import SubplotClickHandler +from mpes_tools.right_click_handler import RightClickHandler +from PyQt5.QtWidgets import QMenu +from PyQt5.QtGui import QCursor class show_4d_window(QMainWindow): def __init__(self,data_array: xr.DataArray): @@ -35,6 +38,7 @@ def __init__(self,data_array: xr.DataArray): self.slider_labels = [] self.canvases = [] self.click_handlers=[] + self.handler_list=[] self.axis_list=[] plt.ioff() for i in range(2): @@ -47,9 +51,13 @@ def __init__(self,data_array: xr.DataArray): figure, axis = plt.subplots(figsize=(10, 10)) plt.close(figure) canvas = FigureCanvas(figure) - handler = SubplotClickHandler(axis, self.external_callback) - canvas.mpl_connect("button_press_event", handler.handle_double_click) - self.click_handlers.append(handler) + # handler = SubplotClickHandler(axis, self.external_callback) + # canvas.mpl_connect("button_press_event", handler.handle_double_click) + # self.click_handlers.append(handler) + handler = RightClickHandler(canvas, axis,self.show_pupup_window) + canvas.mpl_connect("button_press_event", handler.on_right_click) + self.handler_list.append(handler) + graph_layout.addWidget(canvas) self.axis_list.append(axis) self.canvases.append(canvas) @@ -110,6 +118,14 @@ def __init__(self,data_array: xr.DataArray): self.slider4.append(slider4) self.sliders.extend([slider1, slider2,slider3, slider4]) self.slider_labels.extend([slider1_label, slider2_label,slider3_label, slider4_label]) + + # self.xv = None + # self.yv = None + # self.energy_kx_cursor = None + # self.energy_ky_cursor = None + # self.kx_ky_energy_cursor= None + # self.energy_kxky_x=None + # self.energy_kxky_y=None for slider in self.slider1: slider.valueChanged.connect(self.slider_changed) @@ -119,15 +135,7 @@ def __init__(self,data_array: xr.DataArray): slider.valueChanged.connect(self.slider_changed) for slider in self.slider4: slider.valueChanged.connect(self.slider_changed) - - self.xv = None - self.yv = None - self.ev = None - self.eh = None - self.ph= None - self.pxv=None - self.pyh=None - + open_graphe_action = QAction("Energy", self) open_graphe_action.triggered.connect(self.open_graph_kxkydt) @@ -161,7 +169,60 @@ def closeEvent(self, event): # Update window state self.window_open = False event.accept() + def show_pupup_window(self,canvas,ax): + if ax==self.axis_list[0]: + menu = QMenu(canvas) + action1 = menu.addAction("energy plot") + action = menu.exec_(QCursor.pos()) + + if action == action1: + print(f"""# ENERGY plot +data.loc[{{ + '{self.axes[2]}': slice({self.data_array[self.axes[2]][self.slider1[0].value()].item()}, {self.data_array[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item()}), + '{self.axes[3]}': slice({self.data_array[self.axes[3]][self.slider3[0].value()].item()}, {self.data_array[self.axes[3]][self.slider3[0].value() + self.slider4[0].value()].item()}) +}}].mean(dim=('{self.axes[2]}', '{self.axes[3]}')).T +""") + + elif ax==self.axis_list[1]: + menu = QMenu(canvas) + action1 = menu.addAction("ky plot") + action = menu.exec_(QCursor.pos()) + + if action == action1: + print(f"""# KY plot +data.loc[{{ + '{self.axes[1]}': slice({self.data_array[self.axes[1]][self.slider1[1].value()].item()}, {self.data_array[self.axes[1]][self.slider1[1].value() + self.slider2[1].value()].item()}), + '{self.axes[3]}': slice({self.data_array[self.axes[3]][self.slider3[1].value()].item()}, {self.data_array[self.axes[3]][self.slider3[1].value() + self.slider4[1].value()].item()}) +}}].mean(dim=('{self.axes[1]}', '{self.axes[3]}')).T +""") + + elif ax==self.axis_list[2]: + menu = QMenu(canvas) + action1 = menu.addAction("kx plot") + action = menu.exec_(QCursor.pos()) + + if action == action1: + print(f"""# KX plot +data.loc[{{ + '{self.axes[0]}': slice({self.data_array[self.axes[0]][self.slider1[2].value()].item()}, {self.data_array[self.axes[0]][self.slider1[2].value() + self.slider2[2].value()].item()}), + '{self.axes[3]}': slice({self.data_array[self.axes[3]][self.slider3[2].value()].item()}, {self.data_array[self.axes[3]][self.slider3[2].value() + self.slider4[2].value()].item()}) +}}].mean(dim=('{self.axes[0]}', '{self.axes[3]}')).T +""") + + + elif ax==self.axis_list[3]: + menu = QMenu(canvas) + action1 = menu.addAction("kx ky plot") + action = menu.exec_(QCursor.pos()) + + if action == action1: + print(f"""# KX-KY plot +data.loc[{{ + '{self.axes[1]}': slice({self.data_array[self.axes[1]][self.slider1[3].value()].item()}, {self.data_array[self.axes[1]][self.slider1[3].value() + self.slider2[3].value()].item()}), + '{self.axes[0]}': slice({self.data_array[self.axes[0]][self.slider3[3].value()].item()}, {self.data_array[self.axes[0]][self.slider3[3].value() + self.slider4[3].value()].item()}) +}}].mean(dim=('{self.axes[1]}', '{self.axes[0]}')) +""") def external_callback(self, ax): # print(f"External callback: clicked subplot ({i},{j})") if ax==self.graphs[0].gca(): @@ -328,10 +389,14 @@ def update_energy(self,Energy,dE,te,dte): self.im=data_avg.T.plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') - self.ev = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') - self.eh = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[1].value()].item(), color='r', linestyle='--') - self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') - self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + self.energy_kx_cursor = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.energy_ky_cursor = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.energy_kxky_x = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') + self.energy_kxky_y = ax.axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + self.energy_delta_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()+self.slider2[2].value()].item(), color='r', linestyle='--') + self.energy_delta_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()+self.slider2[1].value()].item(), color='r', linestyle='--') + self.energy_delta_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()+self.slider2[3].value()].item(), color='b', linestyle='--') + self.energy_delta_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()+self.slider4[3].value()].item(), color='b', linestyle='--') self.graphs[0].tight_layout() self.graphs[0].canvas.draw_idle() @@ -346,8 +411,8 @@ def update_ky(self,ypos,dy,ty,dty): ax.cla() self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])).T.plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'ky: {y1:.2f}, ky+dky: {y2:.2f} , t: {ty1:.2f}, t+dt: {ty2:.2f}') - self.yh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - + self.ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.graphs[1].tight_layout() self.graphs[1].canvas.draw_idle() @@ -362,8 +427,8 @@ def update_kx(self,xpos,dx,tx,dtx): ax.cla() self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])).T.plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'kx: {x1:.2f}, kx+dkx: {x2:.2f} , t: {tx1:.2f}, t+dt: {tx2:.2f}') - self.xh = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - + self.kx_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.graphs[2].tight_layout() self.graphs[2].canvas.draw_idle() @@ -378,7 +443,8 @@ def update_dt(self,yt,dyt,xt,dxt): ax.cla() self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])).plot(ax=ax,cmap='terrain', add_colorbar=False) ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') - self.ph = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.graphs[3].tight_layout() self.graphs[3].canvas.draw_idle() @@ -393,15 +459,25 @@ def slider_changed(self, value): if index in range(0,4): # ax = self.graphs[2].gca() - if self.xh in self.graphs[2].gca().lines: - self.xh.remove() - if self.yh in self.graphs[1].gca().lines: - self.yh.remove() - if self.ph in self.graphs[3].gca().lines: - self.ph.remove() - self.xh = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.yh = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.ph = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + if self.kx_energy_cursor in self.graphs[2].gca().lines: + self.kx_energy_cursor.remove() + if self.ky_energy_cursor in self.graphs[1].gca().lines: + self.ky_energy_cursor.remove() + if self.kx_ky_energy_cursor in self.graphs[3].gca().lines: + self.kx_ky_energy_cursor.remove() + if self.kx_delta_energy_cursor in self.graphs[2].gca().lines: + self.kx_delta_energy_cursor.remove() + if self.ky_delta_energy_cursor in self.graphs[1].gca().lines: + self.ky_delta_energy_cursor.remove() + if self.kx_ky_delta_energy_cursor in self.graphs[3].gca().lines: + self.kx_ky_delta_energy_cursor.remove() + self.kx_energy_cursor = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.ky_energy_cursor = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_ky_energy_cursor = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + + self.kx_delta_energy_cursor = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') + self.ky_delta_energy_cursor = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') + self.kx_ky_delta_energy_cursor = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') # self.graphs[2].tight_layout() self.graphs[2].canvas.draw_idle() self.graphs[1].canvas.draw_idle() @@ -409,26 +485,38 @@ def slider_changed(self, value): self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) elif index in range(4,8): - if self.eh is not None: - self.eh.remove() + if self.energy_ky_cursor is not None: + self.energy_ky_cursor.remove() + if self.energy_delta_ky_cursor is not None: + self.energy_delta_ky_cursor.remove() - self.eh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.energy_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.energy_delta_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()+self.slider2[1].value()].item(), color='r', linestyle='--') self.graphs[0].canvas.draw_idle() self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) elif index in range (8,12): ax = self.graphs[0].gca() - if self.ev in ax.lines: - self.ev.remove() - self.ev = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + if self.energy_kx_cursor in ax.lines: + self.energy_kx_cursor.remove() + if self.energy_delta_kx_cursor in ax.lines: + self.energy_delta_kx_cursor.remove() + self.energy_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.energy_delta_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()+self.slider2[2].value()].item(), color='r', linestyle='--') self.graphs[0].canvas.draw_idle() self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) elif index in range (12,16): - if self.pxv in self.graphs[0].gca().lines: - self.pxv.remove() - if self.pyh in self.graphs[0].gca().lines: - self.pyh.remove() - self.pyh = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') - self.pxv = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + if self.energy_kxky_x in self.graphs[0].gca().lines: + self.energy_kxky_x.remove() + if self.energy_kxky_y in self.graphs[0].gca().lines: + self.energy_kxky_y.remove() + if self.energy_delta_kxky_x in self.graphs[0].gca().lines: + self.energy_delta_kxky_x.remove() + if self.energy_delta_kxky_y in self.graphs[0].gca().lines: + self.energy_delta_kxky_y.remove() + self.energy_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') + self.energy_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + self.energy_delta_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()+self.slider2[3].value()].item(), color='b', linestyle='--') + self.energy_delta_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()+self.slider4[3].value()].item(), color='b', linestyle='--') self.graphs[0].canvas.draw_idle() self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) From 2f8da32bdeef4b3b9868e63583421d85e074a4af Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 17 Apr 2025 14:47:32 +0200 Subject: [PATCH 29/74] function for the right click feature --- src/mpes_tools/right_click_handler.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 src/mpes_tools/right_click_handler.py diff --git a/src/mpes_tools/right_click_handler.py b/src/mpes_tools/right_click_handler.py new file mode 100644 index 0000000..8b54ddd --- /dev/null +++ b/src/mpes_tools/right_click_handler.py @@ -0,0 +1,14 @@ +from PyQt5.QtWidgets import QMenu +from matplotlib.backend_bases import MouseButton +from PyQt5.QtGui import QCursor + +class RightClickHandler: + def __init__(self, canvas, ax, show_popup=None): + self.canvas = canvas + self.ax = ax + self.show_popup=show_popup + + def on_right_click(self, event): + if event.button == MouseButton.RIGHT and event.inaxes == self.ax: + if self.show_popup: + self.show_popup(self.canvas,self.ax) \ No newline at end of file From 37a577d40a11a8b8ab5c19cdc34a28801dbae420 Mon Sep 17 00:00:00 2001 From: Arora0 Date: Thu, 17 Apr 2025 14:52:28 +0200 Subject: [PATCH 30/74] add nxarray dependency --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index cb04945..cf69b08 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,6 +35,7 @@ dependencies = [ "numpy>=1.26.1,<2.0", "PyQt5>=5.0.0", "xarray>=0.20.2", + "nxarray>=0.4.4", ] [project.urls] From e6995dea0283fb5000d2e36974c4d565da5f1b38 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 18 Apr 2025 15:49:46 +0200 Subject: [PATCH 31/74] modified the whole structure and separated the cursors and dots in another file as a function that is called. Modified also the data that is fed to the fit function --- src/mpes_tools/Gui_3d.py | 421 ++++++++++++++++++++------------------- 1 file changed, 211 insertions(+), 210 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 5ab6647..f54db8c 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -9,13 +9,16 @@ import json import pickle from mpes_tools.fit_panel import fit_panel +from mpes_tools.fit_panel_single import fit_panel_single from IPython.core.getipython import get_ipython from mpes_tools.double_click_handler import SubplotClickHandler import xarray as xr from mpes_tools.right_click_handler import RightClickHandler from PyQt5.QtWidgets import QMenu from PyQt5.QtGui import QCursor - +from mpes_tools.cursor_dot_handler import Cursor_dot_handler +from cursor_handler import Cursor_handler +from dot_handler import Dot_handler #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC # Two vertical cursors and two horizontal cursors are defined in the main graph with each same color for the cursors being horizontal and vertical intercept each other in a dot so one can move either each cursor or the dot itself which will move both cursors. class Gui_3d(QMainWindow): @@ -142,7 +145,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.slider2.valueChanged.connect(self.slider2_changed) #run the main code to show the graphs and cursors - self.show_graphs(t,dt) + # self.show_graphs(t,dt) #create a menu for the fit panel menu_bar = self.menuBar() @@ -165,6 +168,132 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): print(data_array.dims) + # plot the main graph + self.im = self.data2D_plot.plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) + + # define the initial positions of the cursors in the main graph + + initial_x = 0 + initial_y = 0 + initial_x2 = 0.5 + initial_y2 = 0.5 + ax = self.axs[0, 0] + # define the lines for the cursors + ymin, ymax = self.axs[0, 0].get_ylim() + xmin, xmax = self.axs[0, 0].get_ylim() + ymin, ymax = 5 * ymin, 5 * ymax + xmin, xmax = 5 * xmin, 5 * xmax + self.cursor_vert1 = Line2D([initial_x, initial_x], [ymin, ymax], color='yellow', linewidth=2, picker=10, linestyle='--') + self.cursor_horiz1 = Line2D([xmin, xmax], [initial_y, initial_y], color='yellow', linewidth=2, picker=10, linestyle='--') + self.cursor_vert2 = Line2D([initial_x2, initial_x2], [ymin, ymax], color='green', linewidth=2, picker=10, linestyle='--') + self.cursor_horiz2 = Line2D([xmin, xmax], [initial_y2, initial_y2], color='green', linewidth=2, picker=10, linestyle='--') + + # show the initial values of the cursors + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {initial_x:.2f}") + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {initial_x:.2f}") + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {initial_x2:.2f}") + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {initial_y2:.2f}") + + # define the dots that connect the cursors + self.dot1 = Circle((initial_x, initial_y), radius=0.05, color='yellow', picker=10) + self.dot2 = Circle((initial_x2, initial_y2), radius=0.05, color='green', picker=10) + + + # add the lines and the cursors to the main graph + ax.add_line(self.cursor_vert1) + ax.add_line(self.cursor_horiz1) + ax.add_patch(self.dot1) + ax.add_line(self.cursor_vert2) + ax.add_line(self.cursor_horiz2) + ax.add_patch(self.dot2) + + # self.change_pixel_to_arrayslot() + + # define the integrated EDC and MDC + x_min = min(self.dot2.center[1], self.dot1.center[1]) + x_max = max(self.dot2.center[1], self.dot1.center[1]) + self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + x_min = min(self.dot1.center[0], self.dot2.center[0]) + x_max = max(self.dot1.center[0], self.dot2.center[0]) + self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + self.active_handler = None + self.edc_yellow, = self.axs[1, 0].plot([], [], color='orange') + self.edc_green, = self.axs[1, 0].plot([], [], color='green') + self.update_show() + self.fig.canvas.draw_idle() + self.cursor_dot_handler=[] + self.cursors_list=[self.cursor_vert1, self.cursor_horiz1,self.cursor_vert2, self.cursor_horiz2] + self.cursors_functions=[lambda: self.changes_cursor_vertical_1(),lambda: self.changes_cursor_horizontal_1(), lambda: self.changes_cursor_vertical_2(),lambda: self.changes_cursor_horizontal_2()] + self.dots_list=[self.dot1,self.dot2] + self.dots_function=[lambda: self.changes_dot1(), lambda: self.changes_dot2()] + for idx, c in enumerate(self.cursors_list): + c_handler = Cursor_handler(self.fig,self.axs[0,0],c, self.cursors_functions[idx],parent=self) + self.cursor_dot_handler.append(c_handler) + for idx, d in enumerate(self.dots_list): + d_handler = Dot_handler(self.fig,self.axs[0,0], d, self.dots_function[idx]) + self.cursor_dot_handler.append(d_handler) + + def changes_cursor_vertical_1(self): + x_val= self.cursor_vert1.get_xdata()[0] + self.dot1.center = (x_val, self.dot1.center[1]) + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {x_val:.2f}") + self.fig.canvas.draw_idle() + self.update_mdc() + self.box() + def changes_cursor_horizontal_1(self): + y_val= self.cursor_horiz1.get_ydata()[0] + self.dot1.center = (self.dot1.center[0],y_val) + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {y_val:.2f}") + self.fig.canvas.draw_idle() + self.update_edc() + self.box() + def changes_cursor_vertical_2(self): + x_val= self.cursor_vert2.get_xdata()[0] + self.dot2.center = (x_val, self.dot2.center[1]) + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {x_val:.2f}") + self.fig.canvas.draw_idle() + self.update_mdc() + self.box() + def changes_cursor_horizontal_2(self): + y_val= self.cursor_horiz2.get_ydata()[0] + self.dot2.center = (self.dot2.center[0], y_val) + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {y_val:.2f}") + self.fig.canvas.draw_idle() + self.update_edc() + self.box() + def changes_dot1(self): + x_val,y_val= self.dot1.center + self.cursor_vert1.set_xdata([x_val,x_val]) + self.cursor_horiz1.set_ydata([y_val,y_val]) + base = self.cursor_label[0].text().split(':')[0] + self.cursor_label[0].setText(f"{base}: {x_val:.2f}") + base = self.cursor_label[1].text().split(':')[0] + self.cursor_label[1].setText(f"{base}: {y_val:.2f}") + self.fig.canvas.draw_idle() + self.update_edc() + self.update_mdc() + self.box() + def changes_dot2(self): + x_val,y_val= self.dot2.center + self.cursor_vert2.set_xdata([x_val,x_val]) + self.cursor_horiz2.set_ydata([y_val,y_val]) + base = self.cursor_label[2].text().split(':')[0] + self.cursor_label[2].setText(f"{base}: {x_val:.2f}") + base = self.cursor_label[3].text().split(':')[0] + self.cursor_label[3].setText(f"{base}: {y_val:.2f}") + self.fig.canvas.draw_idle() + self.update_edc() + self.update_mdc() + self.box() + def show_pupup_window(self,canvas,ax): if ax==self.axs[0,0]: menu = QMenu(canvas) @@ -411,7 +540,7 @@ def main_graph_cursor_changed(self, index): #set manually the values for the cur base = self.cursor_label[3].text().split(':')[0] self.cursor_label[3].setText(f"{base}: {value:.2f}") # self.change_pixel_to_arrayslot() - self.update_show(self.slider1.value(),self.slider2.value()) + self.update_show() try: num = float(value) # print(f"Cursor {index+1} changed to: {num}") @@ -423,248 +552,120 @@ def slider1_changed(self,value): # change the slider controlling the third dimen # self.slider1_label.setText(str(value)) base = self.slider1_label.text().split(':')[0] self.slider1_label.setText(f"{base}: {self.data[self.data.dims[2]][value].item():.2f}") - self.update_show(self.slider1.value(),self.slider2.value()) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.slider1.value()], self.axis[2][self.slider1.value() + self.slider2.value()])}).sum(dim=self.data.dims[2]) + self.update_show() self.t=self.slider1.value() def slider2_changed(self,value): # change the slider controlling the third dimension for windowing # self.slider2_label.setText(str(value)) base = self.slider2_label.text().split(':')[0] self.slider2_label.setText(f"{base}: {value}") - self.update_show(self.slider1.value(),self.slider2.value()) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.slider1.value()], self.axis[2][self.slider1.value() + self.slider2.value()])}).sum(dim=self.data.dims[2]) + self.update_show() self.dt=self.slider2.value() def checkbox_e_changed(self, state): # Checkbox for integrating the EDC between the cursors if state == Qt.Checked: self.integrate_E() else: - self.update_show(self.slider1.value(),self.slider2.value()) + self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='orange') + self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='green') + # self.update_show(self.slider1.value(),self.slider2.value()) def checkbox_k_changed(self, state): # Checkbox for integrating the MDC between the cursors if state == Qt.Checked: self.integrate_k() else: - self.update_show(self.slider1.value(),self.slider2.value()) + self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') + self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') + # self.update_show(self.slider1.value(),self.slider2.value()) def fit_energy_panel(self,event): # open up the fit panel for the EDC - graph_window=fit_panel(self.data,self.dot1.center[1], self.dot2.center[1], self.t, self.dt, self.data.dims[1]) + x_min = min(self.dot2.center[1], self.dot1.center[1]) + x_max = max(self.dot2.center[1], self.dot1.center[1]) + data_fit=self.data.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + graph_window=fit_panel(data_fit, self.t, self.dt, self.data.dims[1]) graph_window.show() self.graph_windows.append(graph_window) def fit_momentum_panel(self,event): # open up the fit panel for the MDC - graph_window=fit_panel(self.data,self.dot1.center[0], self.dot2.center[0], self.t, self.dt, self.data.dims[0]) + x_min = min(self.dot1.center[0], self.dot2.center[0]) + x_max = max(self.dot1.center[0], self.dot2.center[0]) + data_fit=self.data.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + graph_window=fit_panel(data_fit, self.t, self.dt, self.data.dims[0]) graph_window.show() self.graph_windows.append(graph_window) def fit_box_panel(self,event): # open up the fit panel for the intensity box - graph_window=fit_panel(self.int,0,0, self.t, self.dt, 'box') + graph_window=fit_panel_single(self.int) graph_window.show() self.graph_windows.append(graph_window) - - - def show_graphs(self, t, dt): # This is where the updates after changing the sliders happen - - def integrate_E(): # integrate EDC between the two cursors in the main graph - self.axs[1, 0].clear() - # plt.draw() - - x_min = min(self.dot2.center[1], self.dot1.center[1]) - x_max = max(self.dot2.center[1], self.dot1.center[1]) - - # self.data2D_plot.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) - self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) - self.integrated_edc.plot(ax=self.axs[1,0]) - self.fig.canvas.draw_idle() - - def integrate_k(): # integrate MDC between the two cursors in the main graph - self.axs[0, 1].clear() - # plt.draw() - - x_min = min(self.dot1.center[0], self.dot2.center[0]) - x_max = max(self.dot1.center[0], self.dot2.center[0]) - - # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) - self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) - self.integrated_mdc.plot(ax=self.axs[0,1]) - self.fig.canvas.draw_idle() - - def box(): # generate the intensity graph between the four cursors in the main graph - self.axs[1, 1].clear() - - x0,y0=self.dot1.center - x1,y1=self.dot2.center - - # Ensure (x0, y0) is the top-left corner and (x1, y1) is the bottom-right - x0, x1 = sorted([x0, x1]) - y0, y1 = sorted([y0, y1]) - - self.int = self.data.loc[{self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}].sum(dim=(self.data.dims[0], self.data.dims[1])) - if x0 != x1 and y0 != y1: - - self.int.plot(ax=self.axs[1,1]) - self.dot, = self.axs[1, 1].plot([self.axis[2][self.slider1.value()]], [self.int[self.slider1.value()]], 'ro', markersize=8) - self.fig.canvas.draw_idle() + def update_edc(self): + self.axs[1, 0].clear() + if self.checkbox_e.isChecked(): + self.integrate_E() + else: + self.edc_yellow=self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest') + self.edc_green=self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest') + self.edc_yellow.plot(ax=self.axs[1,0],color='orange') + self.edc_green.plot(ax=self.axs[1,0],color='green') + def update_mdc(self): + self.axs[0, 1].clear() + if self.checkbox_k.isChecked(): + self.integrate_k() + else: + self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') + self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') - def update_show(t, dt): # update the main graph as well as the relevant EDC and MDC cuts. Also the box intensity - self.axs[0, 1].clear() - self.axs[1, 0].clear() - #update the main graph/ spectra - # self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][t], self.axis[2][t + dt])}).sum(dim=self.data.dims[2]) - im.set_array(self.data2D_plot) - # show the cuts for the EDC and MDC - if self.checkbox_e.isChecked() and self.checkbox_k.isChecked(): - integrate_E() - integrate_k() - elif self.checkbox_e.isChecked(): - integrate_E() - self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='orange') - self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0, 1], color='green') - - elif self.checkbox_k.isChecked(): - integrate_k() - self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='orange') - self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1, 0], color='green') - - else: - self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='orange') - self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='green') - self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') - self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') + def integrate_E(self): # integrate EDC between the two cursors in the main graph + self.axs[1, 0].clear() - - box() # update the intensity box graph - time1 = self.axis[2][t] - timedt1 = self.axis[2][t + dt] - self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') - self.fig.canvas.draw_idle() - plt.draw() - - # plot the main graph - im = self.data2D_plot.plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) - - # define the initial positions of the cursors in the main graph - - initial_x = 0 - initial_y = 0 - initial_x2 = 0.5 - initial_y2 = 0.5 - ax = self.axs[0, 0] - # define the lines for the cursors - ymin, ymax = self.axs[0, 0].get_ylim() - xmin, xmax = self.axs[0, 0].get_ylim() - ymin, ymax = 5 * ymin, 5 * ymax - xmin, xmax = 5 * xmin, 5 * xmax - self.cursor_vert1 = Line2D([initial_x, initial_x], [ymin, ymax], color='yellow', linewidth=2, picker=10, linestyle='--') - self.cursor_horiz1 = Line2D([xmin, xmax], [initial_y, initial_y], color='yellow', linewidth=2, picker=10, linestyle='--') - self.cursor_vert2 = Line2D([initial_x2, initial_x2], [ymin, ymax], color='green', linewidth=2, picker=10, linestyle='--') - self.cursor_horiz2 = Line2D([xmin, xmax], [initial_y2, initial_y2], color='green', linewidth=2, picker=10, linestyle='--') - - # show the initial values of the cursors - base = self.cursor_label[0].text().split(':')[0] - self.cursor_label[0].setText(f"{base}: {initial_x:.2f}") - base = self.cursor_label[1].text().split(':')[0] - self.cursor_label[1].setText(f"{base}: {initial_x:.2f}") - base = self.cursor_label[2].text().split(':')[0] - self.cursor_label[2].setText(f"{base}: {initial_x2:.2f}") - base = self.cursor_label[3].text().split(':')[0] - self.cursor_label[3].setText(f"{base}: {initial_y2:.2f}") - - # define the dots that connect the cursors - self.dot1 = Circle((initial_x, initial_y), radius=0.05, color='yellow', picker=10) - self.dot2 = Circle((initial_x2, initial_y2), radius=0.05, color='green', picker=10) - - # add the lines and the cursors to the main graph - ax.add_line(self.cursor_vert1) - ax.add_line(self.cursor_horiz1) - ax.add_patch(self.dot1) - ax.add_line(self.cursor_vert2) - ax.add_line(self.cursor_horiz2) - ax.add_patch(self.dot2) - - # self.change_pixel_to_arrayslot() - - # define the integrated EDC and MDC x_min = min(self.dot2.center[1], self.dot1.center[1]) x_max = max(self.dot2.center[1], self.dot1.center[1]) + + # self.data2D_plot.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + self.integrated_edc.plot(ax=self.axs[1,0]) + self.fig.canvas.draw_idle() + + def integrate_k(self): # integrate MDC between the two cursors in the main graph + self.axs[0, 1].clear() + x_min = min(self.dot1.center[0], self.dot2.center[0]) x_max = max(self.dot1.center[0], self.dot2.center[0]) - self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) - plt.draw() - update_show(self.slider1.value(),self.slider2.value()) + # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) + self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + self.integrated_mdc.plot(ax=self.axs[0,1]) self.fig.canvas.draw_idle() - self.active_cursor = None - def on_pick(event): # function to pick up the cursors or the dots - if event.artist == self.cursor_vert1: - self.active_cursor = self.cursor_vert1 - elif event.artist == self.cursor_horiz1: - self.active_cursor = self.cursor_horiz1 - elif event.artist == self.dot1: - self.active_cursor = self.dot1 - elif event.artist == self.cursor_vert2: - self.active_cursor = self.cursor_vert2 - elif event.artist == self.cursor_horiz2: - self.active_cursor = self.cursor_horiz2 - elif event.artist == self.dot2: - self.active_cursor = self.dot2 - elif event.artist == self.Line1: - self.active_cursor =self. Line1 - elif event.artist == self.Line2: - self.active_cursor =self. Line2 - self.active_cursor=None - def on_motion(event): # function to move the cursors or the dots - if self.active_cursor is not None and event.inaxes == ax: - if self.active_cursor == self.cursor_vert1: - self.cursor_vert1.set_xdata([event.xdata, event.xdata]) - self.dot1.center = (event.xdata, self.dot1.center[1]) - base = self.cursor_label[0].text().split(':')[0] - self.cursor_label[0].setText(f"{base}: {event.xdata:.2f}") - elif self.active_cursor == self.cursor_horiz1: - self.cursor_horiz1.set_ydata([event.ydata, event.ydata]) - self.dot1.center = (self.dot1.center[0], event.ydata) - base = self.cursor_label[1].text().split(':')[0] - self.cursor_label[1].setText(f"{base}: {event.ydata:.2f}") - elif self.active_cursor == self.dot1: - self.dot1.center = (event.xdata, event.ydata) - self.cursor_vert1.set_xdata([event.xdata, event.xdata]) - self.cursor_horiz1.set_ydata([event.ydata, event.ydata]) - base = self.cursor_label[0].text().split(':')[0] - self.cursor_label[0].setText(f"{base}: {event.xdata:.2f}") - base = self.cursor_label[1].text().split(':')[0] - self.cursor_label[1].setText(f"{base}: {event.ydata:.2f}") - elif self.active_cursor == self.cursor_vert2: - self.cursor_vert2.set_xdata([event.xdata, event.xdata]) - self.dot2.center = (event.xdata, self.dot2.center[1]) - base = self.cursor_label[2].text().split(':')[0] - self.cursor_label[2].setText(f"{base}: {event.xdata:.2f}") - elif self.active_cursor == self.cursor_horiz2: - self.cursor_horiz2.set_ydata([event.ydata, event.ydata]) - self.dot2.center = (self.dot2.center[0], event.ydata) - base = self.cursor_label[3].text().split(':')[0] - self.cursor_label[3].setText(f"{base}: {event.ydata:.2f}") - elif self.active_cursor == self.dot2: - self.dot2.center = (event.xdata, event.ydata) - self.cursor_vert2.set_xdata([event.xdata, event.xdata]) - self.cursor_horiz2.set_ydata([event.ydata, event.ydata]) - base = self.cursor_label[2].text().split(':')[0] - self.cursor_label[2].setText(f"{base}: {event.xdata:.2f}") - base = self.cursor_label[3].text().split(':')[0] - self.cursor_label[3].setText(f"{base}: {event.ydata:.2f}") - self.fig.canvas.draw_idle() - plt.draw() - - # self.change_pixel_to_arrayslot() - update_show(self.slider1.value(),self.slider2.value()) - - - def on_release(event):# function to release the selected object - self.active_cursor = None + + def box(self): # generate the intensity graph between the four cursors in the main graph + self.axs[1, 1].clear() + + x0,y0=self.dot1.center + x1,y1=self.dot2.center + + # Ensure (x0, y0) is the top-left corner and (x1, y1) is the bottom-right + x0, x1 = sorted([x0, x1]) + y0, y1 = sorted([y0, y1]) + + self.int = self.data.loc[{self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}].sum(dim=(self.data.dims[0], self.data.dims[1])) + if x0 != x1 and y0 != y1: - self.fig.canvas.mpl_connect('pick_event', on_pick) - self.fig.canvas.mpl_connect('motion_notify_event', on_motion) - self.fig.canvas.mpl_connect('button_release_event', on_release) - - - self.update_show=update_show - self.integrate_E=integrate_E - self.integrate_k=integrate_k + self.int.plot(ax=self.axs[1,1]) + self.dot, = self.axs[1, 1].plot([self.axis[2][self.slider1.value()]], [self.int[self.slider1.value()]], 'ro', markersize=8) + self.fig.canvas.draw_idle() + + def update_show(self): # update the main graph as well as the relevant EDC and MDC cuts. Also the box intensity + self.update_edc() + self.update_mdc() + self.im.set_array(self.data2D_plot) + self.box() # update the intensity box graph + time1 = self.axis[2][self.slider1.value()] + timedt1 = self.axis[2][self.slider1.value() + self.slider2.value()] + self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') + self.fig.canvas.draw_idle() + + + + + # if __name__ == "__main__": # app = QApplication(sys.argv) From 60a85a3e6ebc15a7f15779a57bb82c1ea83e259f Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 18 Apr 2025 15:50:36 +0200 Subject: [PATCH 32/74] the cursor and dot handlers --- src/mpes_tools/cursor_handler.py | 29 +++++++++++++++++++++++++++++ src/mpes_tools/dot_handler.py | 22 ++++++++++++++++++++++ 2 files changed, 51 insertions(+) create mode 100644 src/mpes_tools/cursor_handler.py create mode 100644 src/mpes_tools/dot_handler.py diff --git a/src/mpes_tools/cursor_handler.py b/src/mpes_tools/cursor_handler.py new file mode 100644 index 0000000..d743bb8 --- /dev/null +++ b/src/mpes_tools/cursor_handler.py @@ -0,0 +1,29 @@ +class Cursor_handler: + def __init__(self,fig,ax, artist, changes=None,parent=None): + self.artist=artist + self.active_cursor=None + self.changes=changes + self.parent = parent + self.ax=ax + self.fig=fig + self.fig.canvas.mpl_connect('pick_event', self.on_pick) + self.fig.canvas.mpl_connect('motion_notify_event', self.on_motion) + self.fig.canvas.mpl_connect('button_release_event', self.on_release) + def on_pick(self,event): # function to pick up the cursors or the dots + if event.artist == self.artist and self.parent.active_handler is None: + self.active_cursor = self.artist + self.parent.active_handler = self + def on_motion(self,event): # function to move the cursors or the dots + if self.active_cursor is not None and event.inaxes == self.ax: + if self.active_cursor == self.artist: + if self.artist.get_xdata()[0]==self.artist.get_xdata()[1]: + self.artist.set_xdata([event.xdata, event.xdata]) + self.changes() + else : + self.artist.set_ydata([event.ydata, event.ydata]) + self.changes() + def on_release(self,event): + self.active_cursor = None + self.parent.active_handler = None + + diff --git a/src/mpes_tools/dot_handler.py b/src/mpes_tools/dot_handler.py new file mode 100644 index 0000000..1405e6e --- /dev/null +++ b/src/mpes_tools/dot_handler.py @@ -0,0 +1,22 @@ +class Dot_handler: + def __init__(self,fig,ax, artist, changes=None): + self.artist=artist + self.active_cursor=None + self.changes=changes + self.ax=ax + self.fig=fig + self.fig.canvas.mpl_connect('pick_event', self.on_pick) + self.fig.canvas.mpl_connect('motion_notify_event', self.on_motion) + self.fig.canvas.mpl_connect('button_release_event', self.on_release) + def on_pick(self,event): # function to pick up the cursors or the dots + if event.artist == self.artist: + self.active_cursor = self.artist + def on_motion(self,event): # function to move the cursors or the dots + if self.active_cursor is not None and event.inaxes == self.ax: + if self.active_cursor == self.artist: + self.artist.center= (event.xdata, event.ydata) + self.changes() + def on_release(self,event): + self.active_cursor = None + + From 15c8af71afeabcd6f13469af7ec552dbff766d90 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 18 Apr 2025 15:52:04 +0200 Subject: [PATCH 33/74] modified accordingly the fit panel since the input array got modified --- src/mpes_tools/fit_panel.py | 47 ++++++++++++++----------------------- 1 file changed, 17 insertions(+), 30 deletions(-) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index e38e552..a654799 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -19,7 +19,7 @@ class fit_panel(QMainWindow): - def __init__(self,data,c1,c2,t,dt,panel): + def __init__(self,data,t,dt,panel): super().__init__() self.setWindowTitle("Main Window") @@ -74,7 +74,7 @@ def __init__(self,data,c1,c2,t,dt,panel): self.slider = QSlider(Qt.Horizontal) self.slider.setMinimum(0) # self.slider.setMaximum(len(axis[2])-1) - self.slider.setMaximum(len(data[data.dims[2]])-1) + self.slider.setMaximum(len(data[data.dims[1]])-1) self.slider.setValue(t) self.slider.valueChanged.connect(self.update_label) self.slider2 = QSlider(Qt.Horizontal) @@ -86,8 +86,8 @@ def __init__(self,data,c1,c2,t,dt,panel): # self.label = QLabel("Slider Value: {t}") # self.label2 = QLabel("Slider Value: {dt}") - self.label = QLabel(f"{data.dims[2]}: {t}") - self.label2 = QLabel("Δ"+f"{data.dims[2]}: {dt}") + self.label = QLabel(f"{data.dims[1]}: {t}") + self.label2 = QLabel("Δ"+f"{data.dims[1]}: {dt}") # Create two checkboxes self.checkbox1 = QCheckBox("Multiply with Fermi Dirac") @@ -241,34 +241,22 @@ def zero(x): self.t0_state = False self.offset_state = False self.data=data - x_min = min(c1, c2) - x_max = max(c1, c2) - # print('xmin=',x_min,'xmax=',x_max) - if panel =='box': - self.y=data - elif panel == data.dims[1]: - self.data_t=data.sel({data.dims[0]:slice(x_min, x_max)}).sum(dim=data.dims[0]) - self.dim=data.dims[1] - elif panel ==data.dims[0]: - self.data_t=data.sel({data.dims[1]:slice(x_min, x_max)}).sum(dim=data.dims[1]) - self.dim=data.dims[0] - self.panel=panel self.t=t self.dt=dt - # print(t,dt) - self.data=data + self.dim=data.dims[0] + self.panel=panel self.slider.setValue(self.t) self.slider2.setValue(self.dt) - # self.data_t=self.data self.plot_graph(t,dt) self.fit_results=[] - self.axs=data[data.dims[2]].data + self.axs=data[data.dims[1]].data def plot_graph(self,t,dt): self.axis.clear() if self.panel != 'box': - self.y=self.data_t.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) + self.y=self.data.isel({self.data.dims[1]:slice(t, t+dt+1)}).sum(dim=self.data.dims[1]) + self.y.plot(ax=self.axis) if self.checkbox0.isChecked(): if self.cursor_handler is None: @@ -287,8 +275,7 @@ def constant (self,x,A): def linear (self,x,a,b): return a*x+b def lorentzian(self,x, A, x0, gamma): - c=0.0000 - return A / (1 + ((x - x0) / (gamma+c)) ** 2) + return A / (1 + ((x - x0) / (gamma)) ** 2) def fermi_dirac(self,x, mu, T): kb = 8.617333262145 * 10**(-5) # Boltzmann constant in eV/K return 1 / (1 + np.exp((x - mu) / (kb * T))) @@ -687,7 +674,7 @@ def zero(x): self.params['offset'].set(value=self.y_f.data.min()) for i in range(min_val,max_val-self.dt): - self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y=self.data.isel({self.data.dims[1]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[1]) self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) self.x_f=self.y_f[self.dim] self.axis.clear() @@ -708,7 +695,7 @@ def zero(x): # sg=showgraphs(self.axs[min_val:max_val-self.dt], self.fit_results) - sg=showgraphs(self.data[self.data.dims[2]][min_val:max_val-self.dt], self.fit_results) + sg=showgraphs(self.data[self.data.dims[1]][min_val:max_val-self.dt], self.fit_results) sg.show() self.graph_windows.append(sg) @@ -753,7 +740,7 @@ def zero(x): if self.t0_state==False: for i in range(len(self.axs)-self.dt): - self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y=self.data.isel({self.data.dims[1]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[1]) self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) self.x_f=self.y_f[self.dim] self.axis.clear() @@ -773,7 +760,7 @@ def zero(x): self.x_f=self.y_f[self.dim] for i in range(0,mid_val-self.dt): - self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y=self.data.isel({self.data.dims[1]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[1]) self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) self.x_f=self.y_f[self.dim] self.axis.clear() @@ -795,7 +782,7 @@ def zero(x): self.x_f=self.y_f[self.dim] for i in range(mid_val-self.dt,len(self.axs)-self.dt): - self.y=self.data_t.isel({self.data.dims[2]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[2]) + self.y=self.data.isel({self.data.dims[1]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[1]) self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) self.x_f=self.y_f[self.dim] self.axis.clear() @@ -818,8 +805,8 @@ def zero(x): self.fit_results.append(getattr(self, pname)) names.append(pname) # print('th dt',self.dt) - # print('the xaxis',len(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt])) - sg=showgraphs(self.data[self.data.dims[2]][:len(self.data[self.data.dims[2]])-self.dt], self.fit_results,names,list_axis,list_plot_fits) + # print('the xaxis',len(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt])) + sg=showgraphs(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt], self.fit_results,names,list_axis,list_plot_fits) sg.show() self.graph_windows.append(sg) From 14306e8b34552579f92155f11edb884babd41dc1 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 23 Apr 2025 18:52:30 +0200 Subject: [PATCH 34/74] added the error bars which is fed to graphs --- src/mpes_tools/fit_panel.py | 22 +++++++++++++++++++++- 1 file changed, 21 insertions(+), 1 deletion(-) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index a654799..f0e3d2c 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -249,6 +249,7 @@ def zero(x): self.slider2.setValue(self.dt) self.plot_graph(t,dt) self.fit_results=[] + self.fit_results_err=[] self.axs=data[data.dims[1]].data def plot_graph(self,t,dt): @@ -706,6 +707,7 @@ def fit_all(self): fixed_list=[] names=[] self.fit_results=[] + self.fit_results_err=[] def zero(x): return 0 cursors= self.cursor_handler.cursors() @@ -753,6 +755,11 @@ def zero(x): array[i]=out.best_values[pname] setattr(self, pname,array) + err_array = getattr(self, f"{pname}_err",np.zeros_like(array)) + stderr = out.params[pname].stderr + err_array[i] = stderr + setattr(self, f"{pname}_err", err_array) + else: if self.mid_value_input.text() is not None: mid_val = int(self.mid_value_input.text()) @@ -772,6 +779,11 @@ def zero(x): array=getattr(self, pname) array[i]=out.best_values[pname] setattr(self, pname,array) + + err_array = getattr(self, f"{pname}_err",np.zeros_like(array)) + stderr = out.params[pname].stderr + err_array[i] = stderr + setattr(self, f"{pname}_err", err_array) sigma_mean= getattr(self, 'sigma')[0:mid_val-self.dt].mean() self.params['sigma'].set(value=sigma_mean, vary=False ) # print(sigma_mean) @@ -781,6 +793,7 @@ def zero(x): self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) self.x_f=self.y_f[self.dim] + for i in range(mid_val-self.dt,len(self.axs)-self.dt): self.y=self.data.isel({self.data.dims[1]:slice(i, i+self.dt+1)}).sum(dim=self.data.dims[1]) self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) @@ -794,19 +807,26 @@ def zero(x): array=getattr(self, pname) array[i]=out.best_values[pname] setattr(self, pname,array) + + err_array = getattr(self, f"{pname}_err",np.zeros_like(array)) + stderr = out.params[pname].stderr + err_array[i] = stderr + setattr(self, f"{pname}_err", err_array) # print('second T',getattr(self, 'T')) if self.dt>0: # self.axs=self.axs[:-self.dt] for pname, par in self.params.items(): self.fit_results.append(getattr(self, pname)[:-self.dt]) + self.fit_results_err.append(getattr(self, f"{pname}_err")[:-self.dt]) names.append(pname) else: for pname, par in self.params.items(): self.fit_results.append(getattr(self, pname)) + self.fit_results_err.append(getattr(self, f"{pname}_err")) names.append(pname) # print('th dt',self.dt) # print('the xaxis',len(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt])) - sg=showgraphs(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt], self.fit_results,names,list_axis,list_plot_fits) + sg=showgraphs(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt], self.fit_results,self.fit_results_err,names,list_axis,list_plot_fits) sg.show() self.graph_windows.append(sg) From 08120d6919259c856c46e510c731a13b596bb849 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 23 Apr 2025 18:53:17 +0200 Subject: [PATCH 35/74] added the error bars and checkboxes to show them, added a cursor for the delays and configured the right click button to extract the data --- src/mpes_tools/graphs.py | 145 ++++++++++++++++++++++++++++----------- 1 file changed, 105 insertions(+), 40 deletions(-) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 2bef341..1efc59d 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -1,14 +1,18 @@ import sys import numpy as np -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QPushButton, QGridLayout,QSlider,QLabel +from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QPushButton, QGridLayout,QSlider,QLabel,QCheckBox +from PyQt5.QtCore import Qt from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas import matplotlib.pyplot as plt from IPython.core.getipython import get_ipython from mpes_tools.double_click_handler import SubplotClickHandler from matplotlib.backends.backend_qt5agg import NavigationToolbar2QT as NavigationToolbar import xarray as xr +from mpes_tools.right_click_handler import RightClickHandler +from PyQt5.QtWidgets import QMenu +from PyQt5.QtGui import QCursor class showgraphs(QMainWindow): - def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): + def __init__(self, x, y_arrays,y_arrays_err,names,list_axis,list_plot_fits): super().__init__() self.setWindowTitle("Multiple Array Plots") self.setGeometry(100, 100, 800, 600) @@ -17,6 +21,7 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): self.dim=x.dims[0] self.x = x.data self.y_arrays = y_arrays + self.y_arrays_err = y_arrays_err self.num_plots = len(y_arrays) self.list_plot_fits=list_plot_fits self.list_axis=list_axis @@ -27,34 +32,45 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): # print(len(x),len(list_plot_fits)) # print(list_plot_fits[0]) - slider = QSlider() - slider.setOrientation(1) # 1 = Qt.Horizontal - slider.setMinimum(0) - slider.setMaximum(len(x)-1) # Adjust as needed - slider.setValue(0) # Default value - slider.valueChanged.connect(self.update_parameter) # Function to update parameter + self.slider = QSlider() + self.slider.setOrientation(1) # 1 = Qt.Horizontal + self.slider.setMinimum(0) + self.slider.setMaximum(len(x)-1) # Adjust as needed + self.slider.setValue(0) # Default value + # Function to update parameter self.slider_label = QLabel(f"{x.dims[0]}:0") self.figure, self.axis = plt.subplots() self.canvas = FigureCanvas(self.figure) plt.close(self.figure) + + self.toolbar = NavigationToolbar(self.canvas, self) + + + layout_plot = QVBoxLayout() + layout_plot.addWidget(self.toolbar) # assuming `layout` is your QVBoxLayout or similar + layout_plot.addWidget(self.canvas) + + widget_plot = QWidget() + widget_plot.setLayout(layout_plot) + vbox = QVBoxLayout() - vbox.addWidget(self.canvas) + vbox.addWidget(widget_plot) vbox.addWidget(self.slider_label) - vbox.addWidget(slider) + vbox.addWidget(self.slider) layout.addLayout(vbox, 0, 0) # Place in top-left - self.update_parameter(0) + self.click_handlers=[] + self.handler_list=[] self.ax_list=[] self.data_list=[] + self.cursor_list=[] # Create and add buttons and plots for each y array in a 3x3 layout for i, y in enumerate(y_arrays): # Create a button to show the plot in a new window - button = QPushButton(f"Show Plot {i+1}") - button.setFixedSize(80, 30) # Set a fixed size for the button - button.clicked.connect(lambda checked, y=y, index=i+1: self.show_plot(y, index, names[i])) + data_array = xr.DataArray( data=y, dims=[self.dim], # e.g., 'energy', 'time', etc. @@ -62,19 +78,58 @@ def __init__(self, x, y_arrays,names,list_axis,list_plot_fits): name=names[i] # Optional: give it a name (like the plot title) ) self.data_list.append(data_array) + # Calculate grid position row = ((i+1) // 3) * 2 # Each function will take 2 rows: one for the plot, one for the button col = (i+1) % 3 - widget,canvas,ax=self.create_plot_widget(data_array, f"Plot {i+1}_"+names[i]) + widget,canvas,ax=self.create_plot_widget(data_array,y_arrays_err[i], names[i]) # Add the plot canvas to the grid + checkbox = QCheckBox(f"Show error bars {i+1}") + checkbox.setFixedSize(120, 30) # Adjust size if needed + checkbox.stateChanged.connect(lambda state, data_array=data_array, y_err=y_arrays_err[i], index=i: self.show_err(state, data_array, y_err, index)) layout.addWidget(widget, row, col) # Plot in a 3x3 grid # layout.addWidget(self.create_plot_widget(y, f"Plot {i+1}_"+names[i]), row, col) # Plot in a 3x3 grid - layout.addWidget(button, row + 1, col) # Button directly below the corresponding plot - handler = SubplotClickHandler(ax, self.external_callback) - canvas.mpl_connect("button_press_event", handler.handle_double_click) - self.click_handlers.append(handler) + layout.addWidget(checkbox, row + 1, col) # Button directly below the corresponding plot + handler = RightClickHandler(canvas, ax,self.show_pupup_window) + canvas.mpl_connect("button_press_event", handler.on_right_click) + self.handler_list.append(handler) + # handler = SubplotClickHandler(ax, self.external_callback) + # canvas.mpl_connect("button_press_event", handler.handle_double_click) + # self.click_handlers.append(handler) self.ax_list.append(ax) + self.cursor=ax.axvline(x=self.x[0], color='r', linestyle='--') + self.cursor_list.append(self.cursor) + self.update_parameter(0) + self.slider.valueChanged.connect(self.update_parameter) + + def show_pupup_window(self,canvas,ax): + # print(f"External callback: clicked subplot ({i},{j})") + for i, ax_item in enumerate(self.ax_list): + if ax == ax_item: + data = self.data_list[i] + coords = {k: data.coords[k].values.tolist() for k in data.coords} + dims = data.dims + name = data.name if data.name else f"data_{i}" + menu = QMenu(canvas) + action1 = menu.addAction(f"{data.name} plot") + action = menu.exec_(QCursor.pos()) + + if action == action1: + print(f''' +import xarray as xr +import numpy as np + +data_array = xr.DataArray( + data=np.array({data.values.tolist()}), + dims={dims}, + coords={coords}, + name="{name}" +) +''') + + + def external_callback(self,ax): # print(f"External callback: clicked subplot ({i},{j})") for i, ax_item in enumerate(self.ax_list): @@ -106,12 +161,15 @@ def external_callback(self,ax): QApplication.processEvents() print('results extracted!') - def create_plot_widget(self, data_array, title): + def create_plot_widget(self, data_array, y_err , title): """Creates a plot widget for displaying a function.""" figure, ax = plt.subplots() plt.close(figure) - data_array.plot(ax=ax) + + # ax.errorbar(data_array[data_array.dims[0]].values, data_array.values, yerr=y_err, fmt='o', capsize=3) + ax.plot(data_array[data_array.dims[0]].values, data_array.values,'o') + # data_array.plot(ax=ax,fmt='o', capsize=3) ax.set_title(title) # print('create_plot'+f"self.ax id: {id(ax)}") # Create a FigureCanvas to embed in the Qt layout @@ -127,16 +185,23 @@ def create_plot_widget(self, data_array, title): layout.addWidget(canvas) return widget,canvas,ax # Return the canvas so it can be used in the layout - def show_plot(self, y, index, name): - """Show the plot in a new window.""" - figure, ax = plt.subplots() - ax.plot(self.x, y) - ax.set_title(f"Plot {index}_"+ name) - ax.grid(True) - ax.set_xlabel(self.dim) - # ax.set_ylabel('y') - plt.show() # Show the figure in a new window + def show_err(self,state,data_array,y_err,i): + self.ax_list[i].clear() + if state == Qt.Checked: + self.ax_list[i].errorbar(data_array[data_array.dims[0]].values, data_array.values, yerr=y_err, fmt='o', capsize=3) + else: + self.ax_list[i].plot(data_array[data_array.dims[0]].values, data_array.values,'o') + # data_array.plot(ax=self.ax_list[i], fmt='o', capsize=3) + self.ax_list[i].set_title(data_array.name) + self.cursor_list[i]=self.ax_list[i].axvline(x=self.x[self.slider.value()], color='r', linestyle='--') + self.ax_list[i].figure.canvas.draw_idle() + def update_parameter(self, value): + for i, c in enumerate(self.cursor_list): + if c is not None: + c.remove() + self.cursor_list[i]=self.ax_list[i].axvline(x=self.x[value], color='r', linestyle='--') + self.ax_list[i].figure.canvas.draw_idle() base = self.slider_label.text().split(':')[0] self.slider_label.setText(f"{base}: {self.x[value]:.2f}") self.axis.clear() @@ -146,19 +211,19 @@ def update_parameter(self, value): self.axis.legend() self.figure.tight_layout() self.canvas.draw() - def create_plot_widget1(self,x_data, y_data, title, return_axes=False): - from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas - import matplotlib.pyplot as plt + # def create_plot_widget1(self,x_data, y_data, title, return_axes=False): + # from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas + # import matplotlib.pyplot as plt - fig, ax = plt.subplots() - canvas = FigureCanvas(fig) + # fig, ax = plt.subplots() + # canvas = FigureCanvas(fig) - ax.plot(x_data,y_data) - ax.set_title(title) + # ax.plot(x_data,y_data) + # ax.set_title(title) - if return_axes: - return canvas, ax # Allow updating later - return canvas + # if return_axes: + # return canvas, ax # Allow updating later + # return canvas if __name__ == "__main__": app = QApplication(sys.argv) From 72a07a5251474677c1b7c2b4fc0aa22573e18c61 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 23 Apr 2025 18:54:29 +0200 Subject: [PATCH 36/74] removed an usued block --- src/mpes_tools/Gui_3d.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index f54db8c..064e846 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -42,11 +42,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.click_handlers = [] self.handler_list = [] - # for idx, ax in enumerate(self.axs.flatten()): - # handler = SubplotClickHandler(ax, self.external_callback) - # ax.figure.canvas.mpl_connect("button_press_event", handler.handle_double_click) - # self.click_handlers.append(handler) - for idx, ax in enumerate(self.axs.flatten()): handler = RightClickHandler(self.canvas, ax,self.show_pupup_window) self.canvas.mpl_connect("button_press_event", handler.on_right_click) From eee3402d8bf3622a880a3a7c43f99326a832d9f4 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 23 Apr 2025 18:55:06 +0200 Subject: [PATCH 37/74] added cursors for the delay in the energy_time plot from all the time/delay sliders --- src/mpes_tools/show_4d_window.py | 27 ++++++++++++++++++++++++++- 1 file changed, 26 insertions(+), 1 deletion(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 78376e0..501f1a4 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -445,6 +445,12 @@ def update_dt(self,yt,dyt,xt,dxt): ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') self.kx_ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.kx_ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') + self.energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()].item(), color='r', linestyle='--') + self.delta_energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item(), color='r', linestyle='--') + self.ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()].item(), color='b', linestyle='--') + self.delta_ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()+self.slider4[1].value()].item(), color='b', linestyle='--') + self.kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()].item(), color='g', linestyle='--') + self.delta_kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()+self.slider4[2].value()].item(), color='g', linestyle='--') self.graphs[3].tight_layout() self.graphs[3].canvas.draw_idle() @@ -471,6 +477,10 @@ def slider_changed(self, value): self.ky_delta_energy_cursor.remove() if self.kx_ky_delta_energy_cursor in self.graphs[3].gca().lines: self.kx_ky_delta_energy_cursor.remove() + if self.energy_time_cursor in self.graphs[3].gca().lines: + self.energy_time_cursor.remove() + if self.delta_energy_time_cursor in self.graphs[3].gca().lines: + self.delta_energy_time_cursor.remove() self.kx_energy_cursor = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.ky_energy_cursor = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.kx_ky_energy_cursor = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') @@ -478,7 +488,8 @@ def slider_changed(self, value): self.kx_delta_energy_cursor = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.ky_delta_energy_cursor = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.kx_ky_delta_energy_cursor = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') - # self.graphs[2].tight_layout() + self.energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()].item(), color='r', linestyle='--') + self.delta_energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item(), color='r', linestyle='--') self.graphs[2].canvas.draw_idle() self.graphs[1].canvas.draw_idle() self.graphs[3].canvas.draw_idle() @@ -489,10 +500,17 @@ def slider_changed(self, value): self.energy_ky_cursor.remove() if self.energy_delta_ky_cursor is not None: self.energy_delta_ky_cursor.remove() + if self.ky_time_cursor in self.graphs[3].gca().lines: + self.ky_time_cursor.remove() + if self.delta_ky_time_cursor in self.graphs[3].gca().lines: + self.delta_ky_time_cursor.remove() self.energy_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') self.energy_delta_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()+self.slider2[1].value()].item(), color='r', linestyle='--') + self.ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()].item(), color='b', linestyle='--') + self.delta_ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()+self.slider4[1].value()].item(), color='b', linestyle='--') self.graphs[0].canvas.draw_idle() + self.graphs[3].canvas.draw_idle() self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) elif index in range (8,12): ax = self.graphs[0].gca() @@ -500,8 +518,15 @@ def slider_changed(self, value): self.energy_kx_cursor.remove() if self.energy_delta_kx_cursor in ax.lines: self.energy_delta_kx_cursor.remove() + if self.kx_time_cursor in self.graphs[3].gca().lines: + self.kx_time_cursor.remove() + if self.delta_kx_time_cursor in self.graphs[3].gca().lines: + self.delta_kx_time_cursor.remove() self.energy_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') self.energy_delta_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()+self.slider2[2].value()].item(), color='r', linestyle='--') + self.kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()].item(), color='g', linestyle='--') + self.delta_kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()+self.slider4[2].value()].item(), color='g', linestyle='--') + self.graphs[3].canvas.draw_idle() self.graphs[0].canvas.draw_idle() self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) elif index in range (12,16): From f955c1c770bf75b85b020713cbdcd2a2ca499565 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 23 Apr 2025 19:15:03 +0200 Subject: [PATCH 38/74] modified the logic a bit by changing the checkbox_changed and deleted the old code for saving the data --- src/mpes_tools/Gui_3d.py | 172 +++------------------------------------ 1 file changed, 13 insertions(+), 159 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 064e846..d1f24dc 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -54,9 +54,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.checkbox_k = QCheckBox("Integrate_k") self.checkbox_k.stateChanged.connect(self.checkbox_k_changed) - self.save_button = QPushButton('Extract results', self) - self.save_button.clicked.connect(self.create_new_cell) - # self.save_button.clicked.connect(self.save_results) #create the layout h_layout = QHBoxLayout() @@ -84,7 +81,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): layout.addLayout(checkbox_layout) layout.addLayout(h_layout) layout.addWidget(self.canvas) - layout.addWidget(self.save_button) slider_layout= QHBoxLayout() self.slider1 = QSlider(Qt.Horizontal) @@ -139,8 +135,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.slider1.valueChanged.connect(self.slider1_changed) self.slider2.valueChanged.connect(self.slider2_changed) - #run the main code to show the graphs and cursors - # self.show_graphs(t,dt) #create a menu for the fit panel menu_bar = self.menuBar() @@ -237,33 +231,33 @@ def changes_cursor_vertical_1(self): self.dot1.center = (x_val, self.dot1.center[1]) base = self.cursor_label[0].text().split(':')[0] self.cursor_label[0].setText(f"{base}: {x_val:.2f}") - self.fig.canvas.draw_idle() self.update_mdc() self.box() + self.fig.canvas.draw_idle() def changes_cursor_horizontal_1(self): y_val= self.cursor_horiz1.get_ydata()[0] self.dot1.center = (self.dot1.center[0],y_val) base = self.cursor_label[1].text().split(':')[0] self.cursor_label[1].setText(f"{base}: {y_val:.2f}") - self.fig.canvas.draw_idle() self.update_edc() self.box() + self.fig.canvas.draw_idle() def changes_cursor_vertical_2(self): x_val= self.cursor_vert2.get_xdata()[0] self.dot2.center = (x_val, self.dot2.center[1]) base = self.cursor_label[2].text().split(':')[0] self.cursor_label[2].setText(f"{base}: {x_val:.2f}") - self.fig.canvas.draw_idle() self.update_mdc() self.box() + self.fig.canvas.draw_idle() def changes_cursor_horizontal_2(self): y_val= self.cursor_horiz2.get_ydata()[0] self.dot2.center = (self.dot2.center[0], y_val) base = self.cursor_label[3].text().split(':')[0] self.cursor_label[3].setText(f"{base}: {y_val:.2f}") - self.fig.canvas.draw_idle() self.update_edc() self.box() + self.fig.canvas.draw_idle() def changes_dot1(self): x_val,y_val= self.dot1.center self.cursor_vert1.set_xdata([x_val,x_val]) @@ -272,10 +266,10 @@ def changes_dot1(self): self.cursor_label[0].setText(f"{base}: {x_val:.2f}") base = self.cursor_label[1].text().split(':')[0] self.cursor_label[1].setText(f"{base}: {y_val:.2f}") - self.fig.canvas.draw_idle() self.update_edc() self.update_mdc() self.box() + self.fig.canvas.draw_idle() def changes_dot2(self): x_val,y_val= self.dot2.center self.cursor_vert2.set_xdata([x_val,x_val]) @@ -284,10 +278,10 @@ def changes_dot2(self): self.cursor_label[2].setText(f"{base}: {x_val:.2f}") base = self.cursor_label[3].text().split(':')[0] self.cursor_label[3].setText(f"{base}: {y_val:.2f}") - self.fig.canvas.draw_idle() self.update_edc() self.update_mdc() self.box() + self.fig.canvas.draw_idle() def show_pupup_window(self,canvas,ax): if ax==self.axs[0,0]: @@ -378,138 +372,7 @@ def show_pupup_window(self,canvas,ax): f"{max(self.dot1.center[0], self.dot2.center[0]):.2f}" + ")}].sum(dim=(data.dims[0], data.dims[1])) # Box integration") - def external_callback(self,ax): - # print(f"External callback: clicked subplot ({i},{j})") - if ax==self.axs[0,0]: - content= f""" -data='your data_array' -data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) -#the 2D plot data -data2D_plot=data.isel({{data.dims[2]:slice({self.slider1.value()}, {self.slider1.value()+self.slider2.value()+1})}}).sum(dim=data.dims[2]) - - """ - elif ax==self.axs[1,0]: - content= f""" -data='your data_array' -data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) -#the 2D plot data -data2D_plot=data.isel({{data.dims[2]:slice({self.slider1.value()}, {self.slider1.value()+self.slider2.value()+1})}}).sum(dim=data.dims[2]) -# The yellow EDC -data2D_plot.sel({{data.dims[0]:{self.dot1.center[1]}}}, method='nearest') -# The green EDC -data2D_plot.sel({{data.dims[0]:{self.dot2.center[1]}}}, method='nearest') -# the integrated EDC -data2D_plot.sel({{data.dims[0]:slice(min({self.dot2.center[1]},{self.dot1.center[1]}), max({self.dot2.center[1]},{self.dot1.center[1]}))}}).sum(dim=data.dims[0]) - - """ - elif ax==self.axs[0,1]: - content= f""" -data='your data_array' -data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) -#the 2D plot data -data2D_plot=data.isel({{data.dims[2]:slice({self.slider1.value()}, {self.slider1.value()+self.slider2.value()+1})}}).sum(dim=data.dims[2]) -# The yellow MDC -data2D_plot.sel({{data.dims[1]:{self.dot1.center[0]}}}, method='nearest') -# The green MDC -data2D_plot.sel({{data.dims[1]:{self.dot2.center[0]}}}, method='nearest') -# the integrated MDC -data2D_plot.sel({{data.dims[1]:slice(min({self.dot2.center[0]},{self.dot1.center[0]}), max({self.dot2.center[0]},{self.dot1.center[0]}))}}).sum(dim=data.dims[1]) - - """ - elif ax==self.axs[1,1]: - content= f""" -data='your data_array' -data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) -#the intensity box data -data.loc[{{data.dims[0]: slice(*sorted([{self.dot1.center[1]}, {self.dot2.center[1]}])), - data.dims[1]: slice(*sorted([{self.dot1.center[0]}, {self.dot2.center[0]}]))}}].sum(dim=(data.dims[0], data.dims[1])) - - """ - shell = get_ipython() - payload = dict( - source='set_next_input', - text=content, - replace=False, - ) - shell.payload_manager.write_payload(payload, single=False) - # shell.run_cell("%gui qt") - QApplication.processEvents() - print('results extracted!') - - def create_new_cell(self): - content = f""" -# Code generated by GUI for the following parameters: -import matplotlib.pyplot as plt - -# data= 'your data_array' -data=V1 -data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7) -time1={self.axis[2][self.slider1.value()]} -time2={self.axis[2][self.slider1.value()+self.slider2.value()]} -t={self.slider1.value()} -dt={self.slider2.value()} -data2D_plot=data.isel({{data.dims[2]:slice(t, t+dt+1)}}).sum(dim=data.dims[2]) -yellowline_edc_energy={self.dot1.center[1]} -greenline_edc_energy={self.dot2.center[1]} -yellowline_mdc_momentum={self.dot1.center[0]} -greenline_mdc_momentum={self.dot2.center[0]} -#plot Data_2d between t and t+dt -fig,ax=plt.subplots(1,1,figsize=(12,8)) -data2D_plot.plot(ax=ax, cmap='terrain', add_colorbar=False) -#plot EDC yellow and green -fig,ax=plt.subplots(1,1,figsize=(12,8)) -data2D_plot.sel({{data.dims[0]:yellowline_edc_energy}}, method='nearest').plot(ax=ax,color='orange') -data2D_plot.sel({{data.dims[0]:greenline_edc_energy}}, method='nearest').plot(ax=ax,color='green') -#plot integrated EDC -fig,ax=plt.subplots(1,1,figsize=(12,8)) -data2D_plot.sel({{data.dims[0]:slice(min(greenline_edc_energy,yellowline_edc_energy), max(greenline_edc_energy,yellowline_edc_energy))}}).sum(dim=data.dims[0]).plot(ax=ax) -#plot MDC yellow and green -fig,ax=plt.subplots(1,1,figsize=(12,8)) -data2D_plot.sel({{data.dims[1]:yellowline_mdc_momentum}}, method='nearest').plot(ax=ax,color='orange') -data2D_plot.sel({{data.dims[1]:greenline_mdc_momentum}}, method='nearest').plot(ax=ax,color='green') -#plot integrated MDC -fig,ax=plt.subplots(1,1,figsize=(12,8)) -data2D_plot.sel({{data.dims[1]:slice(min(greenline_mdc_momentum,yellowline_mdc_momentum), max(greenline_mdc_momentum,yellowline_mdc_momentum))}}).sum(dim=data.dims[1]).plot(ax=ax) -#plot integrated intensity in the box between the cursors -fig,ax=plt.subplots(1,1,figsize=(12,8)) -x0,y0=({self.dot1.center[0]},{self.dot1.center[1]}) -x1,y1=({self.dot2.center[0]},{self.dot2.center[1]}) -x0, x1 = sorted([x0, x1]) -y0, y1 = sorted([y0, y1]) -data.loc[{{data.dims[0]: slice(y0, y1), data.dims[1]: slice(x0, x1)}}].sum(dim=(data.dims[0], data.dims[1])).plot(ax=ax) - - """ - shell = get_ipython() - payload = dict( - source='set_next_input', - text=content, - replace=False, - ) - shell.payload_manager.write_payload(payload, single=False) - shell.run_cell('pass') - print('results extracted!') - def save_results(self):#save the relevant results in a .pkl file which can be accessed easily for Jupyter Notebook workflow - results = { - 'integrated_edc': self.integrated_edc, - 'integrated_mdc': self.integrated_mdc, - 'yellowline_edc': self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest'), - 'greenline_edc': self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest'), - 'yellowline_mdc': self.data2D_plot.sel({self.data.dims[1]: self.dot1.center[0]}, method='nearest'), - 'greenline_mdc': self.data2D_plot.sel({self.data.dims[1]: self.dot2.center[0]}, method='nearest'), - 'current_spectra': self.data2D_plot, - 'intensity_box': self.int, - 'yellow_vertical': self.dot1.center[0], - 'yellow_horizontal': self.dot1.center[1], - 'green_vertical': self.dot2.center[0], - 'green_horizontal': self.dot2.center[1], - 'delay1':self.axis[2][self.slider1.value()], - 'delay2':self.axis[2][self.slider1.value()+self.slider2.value()] - } - with open('gui_results.pkl', 'wb') as f: - pickle.dump(results, f) - # with open('gui_results.json', 'w') as f: - # json.dump(results, f) - print("Results saved!") + def main_graph_cursor_changed(self, index): #set manually the values for the cursors in the main graph value = self.cursor_inputs[index].text() @@ -558,21 +421,12 @@ def slider2_changed(self,value): # change the slider controlling the third dimen self.update_show() self.dt=self.slider2.value() def checkbox_e_changed(self, state): # Checkbox for integrating the EDC between the cursors - if state == Qt.Checked: - self.integrate_E() - else: - self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='orange') - self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest').plot(ax=self.axs[1,0],color='green') - # self.update_show(self.slider1.value(),self.slider2.value()) + self.update_edc() + self.fig.canvas.draw_idle() def checkbox_k_changed(self, state): # Checkbox for integrating the MDC between the cursors - if state == Qt.Checked: - self.integrate_k() - else: - self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') - self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') - # self.update_show(self.slider1.value(),self.slider2.value()) + self.update_mdc() + self.fig.canvas.draw_idle() - def fit_energy_panel(self,event): # open up the fit panel for the EDC x_min = min(self.dot2.center[1], self.dot1.center[1]) x_max = max(self.dot2.center[1], self.dot1.center[1]) @@ -617,7 +471,7 @@ def integrate_E(self): # integrate EDC between the two cursors in the main graph # self.data2D_plot.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) self.integrated_edc.plot(ax=self.axs[1,0]) - self.fig.canvas.draw_idle() + # self.fig.canvas.draw_idle() def integrate_k(self): # integrate MDC between the two cursors in the main graph self.axs[0, 1].clear() @@ -628,7 +482,7 @@ def integrate_k(self): # integrate MDC between the two cursors in the main graph # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) self.integrated_mdc.plot(ax=self.axs[0,1]) - self.fig.canvas.draw_idle() + # self.fig.canvas.draw_idle() def box(self): # generate the intensity graph between the four cursors in the main graph self.axs[1, 1].clear() From 5818cb70c2e1aea5c1c60c28791aa62df856a9bf Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 24 Apr 2025 19:02:12 +0200 Subject: [PATCH 39/74] added colorscale sliders to the show_4d_window --- src/mpes_tools/show_4d_window.py | 94 +++++++++++++++++++++----------- 1 file changed, 63 insertions(+), 31 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 501f1a4..baab5de 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -13,6 +13,7 @@ from mpes_tools.right_click_handler import RightClickHandler from PyQt5.QtWidgets import QMenu from PyQt5.QtGui import QCursor +from colorscale_slider_handler import colorscale_slider class show_4d_window(QMainWindow): def __init__(self,data_array: xr.DataArray): @@ -40,28 +41,35 @@ def __init__(self,data_array: xr.DataArray): self.click_handlers=[] self.handler_list=[] self.axis_list=[] + self.graph_layout_list=[] + self.color_graph_list=[] + self.list=[] plt.ioff() for i in range(2): for j in range(2): - graph_window = QWidget() - graph_layout = QVBoxLayout() - graph_window.setLayout(graph_layout) + self.graph_window = QWidget() + self.graph_layout = QVBoxLayout() + self.graph_window.setLayout(self.graph_layout) # Create a figure and canvas for the graph figure, axis = plt.subplots(figsize=(10, 10)) plt.close(figure) canvas = FigureCanvas(figure) - # handler = SubplotClickHandler(axis, self.external_callback) - # canvas.mpl_connect("button_press_event", handler.handle_double_click) - # self.click_handlers.append(handler) + handler = RightClickHandler(canvas, axis,self.show_pupup_window) canvas.mpl_connect("button_press_event", handler.on_right_click) self.handler_list.append(handler) - graph_layout.addWidget(canvas) + # self.color_graph=QHBoxLayout() + # self.color_graph.addWidget(canvas) + + self.graph_layout.addWidget(canvas) + # self.graph_layout.addWidget(self.color_graph) self.axis_list.append(axis) self.canvases.append(canvas) + # self.color_graph_list.append(self.color_graph) + slider_layout= QHBoxLayout() slider_layout_2= QHBoxLayout() @@ -105,12 +113,12 @@ def __init__(self,data_array: xr.DataArray): # slider2.valueChanged.connect(self.slider_changed) # Add the slider to the layout - graph_layout.addLayout(slider_layout) - graph_layout.addLayout(slider_layout_2) + self.graph_layout.addLayout(slider_layout) + self.graph_layout.addLayout(slider_layout_2) # graph_layout.addWidget(slider3) # graph_layout.addWidget(slider2) - layout.addWidget(graph_window, i, j) + layout.addWidget(self.graph_window, i, j) self.graphs.append(figure) self.slider1.append(slider1) self.slider2.append(slider2) @@ -118,14 +126,8 @@ def __init__(self,data_array: xr.DataArray): self.slider4.append(slider4) self.sliders.extend([slider1, slider2,slider3, slider4]) self.slider_labels.extend([slider1_label, slider2_label,slider3_label, slider4_label]) - - # self.xv = None - # self.yv = None - # self.energy_kx_cursor = None - # self.energy_ky_cursor = None - # self.kx_ky_energy_cursor= None - # self.energy_kxky_x=None - # self.energy_kxky_y=None + self.graph_layout_list.append(self.graph_layout) + for slider in self.slider1: slider.valueChanged.connect(self.slider_changed) @@ -155,7 +157,6 @@ def __init__(self,data_array: xr.DataArray): graph_menu.addAction(open_graphy_action) # file_menu.addAction(open_graph_action) self.graph_windows = [] - self.ce=None self.show() self.load_data(data_array) @@ -367,28 +368,55 @@ def load_data(self, data_array: xr.DataArray): self.slider_labels[15].setText("Δ"+self.axes[0]) + # data_avg=self.data_array.loc[{self.axes[2]:slice(self.data_array[self.axes[2]][self.slider1[0].value()].item(),self.data_array[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item()), + # self.axes[3]:slice(self.data_array[self.axes[3]][self.slider3[0].value()].item(),self.data_array[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item())}].mean(dim=(self.axes[2], self.axes[3])) + + data_avg=self.data_array.isel({self.axes[2]:slice(0,0), self.axes[3]:slice(0,0)}).mean(dim=(self.axes[2], self.axes[3])) + self.im0=data_avg.T.plot(ax=self.graphs[0].gca(),cmap='terrain', add_colorbar=False) + + data_avg=self.data_array.isel({self.axes[1]:slice(0,0), self.axes[3]:slice(0,0)}).mean(dim=(self.axes[1], self.axes[3])) + self.im1=data_avg.T.plot(ax=self.graphs[1].gca(),cmap='terrain', add_colorbar=False) + + data_avg=self.data_array.isel({self.axes[0]:slice(0,0), self.axes[3]:slice(0,0)}).mean(dim=(self.axes[0], self.axes[3])) + self.im2=data_avg.T.plot(ax=self.graphs[2].gca(),cmap='terrain', add_colorbar=False) + + data_avg=self.data_array.isel({self.axes[1]:slice(0,0), self.axes[0]:slice(0,0)}).mean(dim=(self.axes[1], self.axes[0])) + self.im3=data_avg.plot(ax=self.graphs[3].gca(),cmap='terrain', add_colorbar=False) + self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) - + self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) + + self.graphs[0].gca().figure.colorbar(self.im0, ax=self.graphs[0].gca()) + print('the limits=',[self.data_array.min(),self.data_array.max()]) + + self.im0.set_clim([self.data_array.min(),self.data_array.max()]) + self.im1.set_clim([self.data_array.min(),self.data_array.max()]) + self.im2.set_clim([self.data_array.min(),self.data_array.max()]) + self.im3.set_clim([self.data_array.min(),self.data_array.max()]) + colorscale_slider(self.graph_layout_list[0], self.im0, self.canvases[0], [self.data_array.min(),self.data_array.max()]) + colorscale_slider(self.graph_layout_list[1], self.im1, self.canvases[1], [self.data_array.min(),self.data_array.max()]) + colorscale_slider(self.graph_layout_list[2], self.im2, self.canvases[2], [self.data_array.min(),self.data_array.max()]) + colorscale_slider(self.graph_layout_list[3], self.im3, self.canvases[3], [self.data_array.min(),self.data_array.max()]) def update_energy(self,Energy,dE,te,dte): - self.ce_state=True E1=self.data_array[self.axes[2]][Energy].item() E2=self.data_array[self.axes[2]][Energy+dE].item() te1=self.data_array[self.axes[3]][te].item() te2=self.data_array[self.axes[3]][te+dte].item() - ax=self.graphs[0].gca() - ax.cla() + data_avg=self.data_array.loc[{self.axes[2]:slice(E1,E2), self.axes[3]:slice(te1,te2)}].mean(dim=(self.axes[2], self.axes[3])) - self.im=data_avg.T.plot(ax=ax,cmap='terrain', add_colorbar=False) + self.im0.set_array(data_avg.T.values) + # vmin, vmax = np.min(data_avg), np.max(data_avg) + # self.im0.set_clim(vmin, vmax) # Update the limits of the colormap + ax.set_aspect('auto') ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') - self.energy_kx_cursor = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') self.energy_ky_cursor = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[1].value()].item(), color='r', linestyle='--') self.energy_kxky_x = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') @@ -408,8 +436,9 @@ def update_ky(self,ypos,dy,ty,dty): ty2=self.data_array[self.axes[3]][ty+dty].item() ax=self.graphs[1].gca() - ax.cla() - self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])).T.plot(ax=ax,cmap='terrain', add_colorbar=False) + data_avg=self.data_array.loc[{self.axes[1]:slice(y1,y2), self.axes[3]:slice(ty1,ty2)}].mean(dim=(self.axes[1], self.axes[3])) + self.im1.set_array(data_avg.T.values) + ax.set_aspect('auto') ax.set_title(f'ky: {y1:.2f}, ky+dky: {y2:.2f} , t: {ty1:.2f}, t+dt: {ty2:.2f}') self.ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') @@ -424,8 +453,9 @@ def update_kx(self,xpos,dx,tx,dtx): tx2=self.data_array[self.axes[3]][tx+dtx].item() ax=self.graphs[2].gca() - ax.cla() - self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])).T.plot(ax=ax,cmap='terrain', add_colorbar=False) + data_avg=self.data_array.loc[{self.axes[0]:slice(x1,x2), self.axes[3]:slice(tx1,tx2)}].mean(dim=(self.axes[0], self.axes[3])) + self.im2.set_array(data_avg.T.values) + ax.set_aspect('auto') ax.set_title(f'kx: {x1:.2f}, kx+dkx: {x2:.2f} , t: {tx1:.2f}, t+dt: {tx2:.2f}') self.kx_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.kx_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') @@ -440,8 +470,10 @@ def update_dt(self,yt,dyt,xt,dxt): xt2=self.data_array[self.axes[0]][xt+dxt].item() ax=self.graphs[3].gca() - ax.cla() - self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])).plot(ax=ax,cmap='terrain', add_colorbar=False) + + data_avg=self.data_array.loc[{self.axes[1]:slice(yt1,yt2), self.axes[0]:slice(xt1,xt2)}].mean(dim=(self.axes[1], self.axes[0])) + self.im3.set_array(data_avg.values) + ax.set_aspect('auto') ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') self.kx_ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') self.kx_ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') From 72274465d3b72012453221f55fb5b4559eb08bf9 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Thu, 24 Apr 2025 19:03:08 +0200 Subject: [PATCH 40/74] the function for adding a colorscale slider with two handlers for min and max --- src/mpes_tools/colorscale_slider_handler.py | 69 +++++++++++++++++++++ 1 file changed, 69 insertions(+) create mode 100644 src/mpes_tools/colorscale_slider_handler.py diff --git a/src/mpes_tools/colorscale_slider_handler.py b/src/mpes_tools/colorscale_slider_handler.py new file mode 100644 index 0000000..e2a0649 --- /dev/null +++ b/src/mpes_tools/colorscale_slider_handler.py @@ -0,0 +1,69 @@ +from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QLabel,QHBoxLayout +from superqt import QRangeSlider +from PyQt5.QtCore import Qt +import numpy as np +import matplotlib.pyplot as plt +from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas +import sys + +class colorscale_slider(QWidget): + def __init__(self, layout, imshow_artist,canvas, limits=None): + super().__init__() + + self.im = imshow_artist + self.canvas = canvas + self.colorbar = None # Optional: set this externally if you want to update a colorbar + if limits is None: + self.data = imshow_artist.get_array().data + self.vmin, self.vmax = float(np.min(self.data)), float(np.max(self.data)) + else: + self.vmin,self.vmax= limits + if self.vmin==self.vmax: + self.vmax += 0.1 + self.cmin, self.cmax = 10, 1e5 + + # Slider Widget + slider_widget = QWidget() + slider_layout = QVBoxLayout(slider_widget) + + self.slider = QRangeSlider(Qt.Vertical) + self.slider.setFixedWidth(15) + self.slider.setMinimum(int(1 * self.cmin)) + self.slider.setMaximum(int(1* self.cmax)) + print('new_values',[self.new_values(self.vmin), self.new_values(self.vmax)]) + self.slider.setValue([self.new_values(self.vmin), self.new_values(self.vmax)]) + # self.slider.valueChanged.connect(self.update_clim) + self.slider.valueChanged.connect(lambda value: self.update_clim(value)) + + self.label = QLabel(f"{self.vmin:.2f} to {self.vmax:.2f}") + # self.label = QLabel(' ') + slider_layout.addWidget(self.label) + slider_layout.addWidget(self.slider) + + # New horizontal layout: slider left, canvas right + h_container = QWidget() + h_layout = QHBoxLayout(h_container) + h_layout.addWidget(slider_widget) + h_layout.addWidget(self.canvas) + h_layout.addWidget(self.canvas, stretch=1) + + layout.insertWidget(0, h_container) + + def new_values(self, x): + a = (self.cmax - self.cmin) / (self.vmax - self.vmin) + b = self.vmax * self.cmin - self.vmin * self.cmax + return int(a * x + b) + + def inverse(self, x): + a = (self.cmax - self.cmin) / (self.vmax - self.vmin) + b = self.vmax * self.cmin - self.vmin * self.cmax + return (x - b) / a + + def update_clim(self, value): + vmin, vmax = self.inverse(value[0]), self.inverse(value[1]) + print('theinverse,',value) + self.im.set_clim(vmin, vmax) + self.label.setText(f" {vmin:.2f} to {vmax:.2f}") + if self.colorbar: + self.colorbar.update_normal(self.im) + self.canvas.draw_idle() From 3e31a2226d9c611a1942cdb0a6771a1a8585c3d6 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 11:43:57 +0200 Subject: [PATCH 41/74] changed the initialization of the cursors and how they are updated --- src/mpes_tools/show_4d_window.py | 171 +++++++++++++------------------ 1 file changed, 74 insertions(+), 97 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index baab5de..4a6a5ef 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -368,9 +368,21 @@ def load_data(self, data_array: xr.DataArray): self.slider_labels[15].setText("Δ"+self.axes[0]) - # data_avg=self.data_array.loc[{self.axes[2]:slice(self.data_array[self.axes[2]][self.slider1[0].value()].item(),self.data_array[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item()), - # self.axes[3]:slice(self.data_array[self.axes[3]][self.slider3[0].value()].item(),self.data_array[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item())}].mean(dim=(self.axes[2], self.axes[3])) + self.initialize_plots() + self.initialize_cursors() + + self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) + + self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) + + self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) + + self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) + + + + def initialize_plots(self): data_avg=self.data_array.isel({self.axes[2]:slice(0,0), self.axes[3]:slice(0,0)}).mean(dim=(self.axes[2], self.axes[3])) self.im0=data_avg.T.plot(ax=self.graphs[0].gca(),cmap='terrain', add_colorbar=False) @@ -383,17 +395,10 @@ def load_data(self, data_array: xr.DataArray): data_avg=self.data_array.isel({self.axes[1]:slice(0,0), self.axes[0]:slice(0,0)}).mean(dim=(self.axes[1], self.axes[0])) self.im3=data_avg.plot(ax=self.graphs[3].gca(),cmap='terrain', add_colorbar=False) - self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) - - self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) - - self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) - - self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) - self.graphs[0].gca().figure.colorbar(self.im0, ax=self.graphs[0].gca()) - - print('the limits=',[self.data_array.min(),self.data_array.max()]) + self.graphs[1].gca().figure.colorbar(self.im1, ax=self.graphs[1].gca()) + self.graphs[2].gca().figure.colorbar(self.im2, ax=self.graphs[2].gca()) + self.graphs[3].gca().figure.colorbar(self.im3, ax=self.graphs[3].gca()) self.im0.set_clim([self.data_array.min(),self.data_array.max()]) self.im1.set_clim([self.data_array.min(),self.data_array.max()]) @@ -404,6 +409,34 @@ def load_data(self, data_array: xr.DataArray): colorscale_slider(self.graph_layout_list[1], self.im1, self.canvases[1], [self.data_array.min(),self.data_array.max()]) colorscale_slider(self.graph_layout_list[2], self.im2, self.canvases[2], [self.data_array.min(),self.data_array.max()]) colorscale_slider(self.graph_layout_list[3], self.im3, self.canvases[3], [self.data_array.min(),self.data_array.max()]) + + def initialize_cursors(self): + + ax=self.graphs[0].gca() + self.energy_kx_cursor = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') + self.energy_ky_cursor = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[1].value()].item(), color='r', linestyle='--') + self.energy_kxky_x = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') + self.energy_kxky_y = ax.axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') + self.energy_delta_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()+self.slider2[2].value()].item(), color='r', linestyle='--') + self.energy_delta_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()+self.slider2[1].value()].item(), color='r', linestyle='--') + self.energy_delta_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()+self.slider2[3].value()].item(), color='b', linestyle='--') + self.energy_delta_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()+self.slider4[3].value()].item(), color='b', linestyle='--') + ax=self.graphs[1].gca() + self.ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') + ax=self.graphs[2].gca() + self.kx_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') + ax=self.graphs[3].gca() + self.kx_ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') + self.energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()].item(), color='r', linestyle='--') + self.delta_energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item(), color='r', linestyle='--') + self.ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()].item(), color='b', linestyle='--') + self.delta_ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()+self.slider4[1].value()].item(), color='b', linestyle='--') + self.kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()].item(), color='g', linestyle='--') + self.delta_kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()+self.slider4[2].value()].item(), color='g', linestyle='--') + def update_energy(self,Energy,dE,te,dte): E1=self.data_array[self.axes[2]][Energy].item() E2=self.data_array[self.axes[2]][Energy+dE].item() @@ -413,18 +446,8 @@ def update_energy(self,Energy,dE,te,dte): data_avg=self.data_array.loc[{self.axes[2]:slice(E1,E2), self.axes[3]:slice(te1,te2)}].mean(dim=(self.axes[2], self.axes[3])) self.im0.set_array(data_avg.T.values) - # vmin, vmax = np.min(data_avg), np.max(data_avg) - # self.im0.set_clim(vmin, vmax) # Update the limits of the colormap ax.set_aspect('auto') ax.set_title(f'energy: {E1:.2f}, E+dE: {E2:.2f} , t: {te1:.2f}, t+dt: {te2:.2f}') - self.energy_kx_cursor = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') - self.energy_ky_cursor = ax.axhline(y=self.data_array.coords[self.axes[1]][self.slider1[1].value()].item(), color='r', linestyle='--') - self.energy_kxky_x = ax.axvline(x=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') - self.energy_kxky_y = ax.axhline(y=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') - self.energy_delta_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()+self.slider2[2].value()].item(), color='r', linestyle='--') - self.energy_delta_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()+self.slider2[1].value()].item(), color='r', linestyle='--') - self.energy_delta_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()+self.slider2[3].value()].item(), color='b', linestyle='--') - self.energy_delta_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()+self.slider4[3].value()].item(), color='b', linestyle='--') self.graphs[0].tight_layout() self.graphs[0].canvas.draw_idle() @@ -440,8 +463,6 @@ def update_ky(self,ypos,dy,ty,dty): self.im1.set_array(data_avg.T.values) ax.set_aspect('auto') ax.set_title(f'ky: {y1:.2f}, ky+dky: {y2:.2f} , t: {ty1:.2f}, t+dt: {ty2:.2f}') - self.ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.graphs[1].tight_layout() self.graphs[1].canvas.draw_idle() @@ -457,8 +478,6 @@ def update_kx(self,xpos,dx,tx,dtx): self.im2.set_array(data_avg.T.values) ax.set_aspect('auto') ax.set_title(f'kx: {x1:.2f}, kx+dkx: {x2:.2f} , t: {tx1:.2f}, t+dt: {tx2:.2f}') - self.kx_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.kx_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') self.graphs[2].tight_layout() self.graphs[2].canvas.draw_idle() @@ -475,14 +494,6 @@ def update_dt(self,yt,dyt,xt,dxt): self.im3.set_array(data_avg.values) ax.set_aspect('auto') ax.set_title(f'ky: {yt1:.2f}, ky+dky: {yt2:.2f} , kx: {xt1:.2f}, kx+dkx: {xt2:.2f}') - self.kx_ky_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.kx_ky_delta_energy_cursor = ax.axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') - self.energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()].item(), color='r', linestyle='--') - self.delta_energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item(), color='r', linestyle='--') - self.ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()].item(), color='b', linestyle='--') - self.delta_ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()+self.slider4[1].value()].item(), color='b', linestyle='--') - self.kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()].item(), color='g', linestyle='--') - self.delta_kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()+self.slider4[2].value()].item(), color='g', linestyle='--') self.graphs[3].tight_layout() self.graphs[3].canvas.draw_idle() @@ -496,84 +507,50 @@ def slider_changed(self, value): self.slider_labels[index].setText(f"{base}: {value}") if index in range(0,4): - # ax = self.graphs[2].gca() - if self.kx_energy_cursor in self.graphs[2].gca().lines: - self.kx_energy_cursor.remove() - if self.ky_energy_cursor in self.graphs[1].gca().lines: - self.ky_energy_cursor.remove() - if self.kx_ky_energy_cursor in self.graphs[3].gca().lines: - self.kx_ky_energy_cursor.remove() - if self.kx_delta_energy_cursor in self.graphs[2].gca().lines: - self.kx_delta_energy_cursor.remove() - if self.ky_delta_energy_cursor in self.graphs[1].gca().lines: - self.ky_delta_energy_cursor.remove() - if self.kx_ky_delta_energy_cursor in self.graphs[3].gca().lines: - self.kx_ky_delta_energy_cursor.remove() - if self.energy_time_cursor in self.graphs[3].gca().lines: - self.energy_time_cursor.remove() - if self.delta_energy_time_cursor in self.graphs[3].gca().lines: - self.delta_energy_time_cursor.remove() - self.kx_energy_cursor = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.ky_energy_cursor = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') - self.kx_ky_energy_cursor = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(), color='r', linestyle='--') + self.kx_energy_cursor.set_ydata([self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(),self.data_array.coords[self.axes[2]][self.slider1[0].value()].item()]) + self.ky_energy_cursor.set_ydata([self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(),self.data_array.coords[self.axes[2]][self.slider1[0].value()].item()]) + self.kx_ky_energy_cursor.set_ydata([self.data_array.coords[self.axes[2]][self.slider1[0].value()].item(),self.data_array.coords[self.axes[2]][self.slider1[0].value()].item()]) + + self.kx_delta_energy_cursor.set_ydata([self.data_array.coords[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item(),self.data_array.coords[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item()]) + self.ky_delta_energy_cursor.set_ydata([self.data_array.coords[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item(),self.data_array.coords[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item()]) + self.kx_ky_delta_energy_cursor.set_ydata([self.data_array.coords[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item(),self.data_array.coords[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item()]) + + self.energy_time_cursor.set_xdata([self.data_array.coords[self.axes[3]][self.slider3[0].value()].item(),self.data_array.coords[self.axes[3]][self.slider3[0].value()].item()]) + self.delta_energy_time_cursor.set_xdata([self.data_array.coords[self.axes[3]][self.slider3[0].value() + self.slider4[0].value()].item(),self.data_array.coords[self.axes[3]][self.slider3[0].value() + self.slider4[0].value()].item()]) + - self.kx_delta_energy_cursor = self.graphs[2].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') - self.ky_delta_energy_cursor = self.graphs[1].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') - self.kx_ky_delta_energy_cursor = self.graphs[3].gca().axhline(y=self.data_array.coords[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()].item(), color='r', linestyle='--') - self.energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()].item(), color='r', linestyle='--') - self.delta_energy_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[0].value()+self.slider4[0].value()].item(), color='r', linestyle='--') self.graphs[2].canvas.draw_idle() self.graphs[1].canvas.draw_idle() self.graphs[3].canvas.draw_idle() + print(id(self.energy_time_cursor)) self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) elif index in range(4,8): - if self.energy_ky_cursor is not None: - self.energy_ky_cursor.remove() - if self.energy_delta_ky_cursor is not None: - self.energy_delta_ky_cursor.remove() - if self.ky_time_cursor in self.graphs[3].gca().lines: - self.ky_time_cursor.remove() - if self.delta_ky_time_cursor in self.graphs[3].gca().lines: - self.delta_ky_time_cursor.remove() - - self.energy_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(), color='r', linestyle='--') - self.energy_delta_ky_cursor = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[0]][self.slider1[1].value()+self.slider2[1].value()].item(), color='r', linestyle='--') - self.ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()].item(), color='b', linestyle='--') - self.delta_ky_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[1].value()+self.slider4[1].value()].item(), color='b', linestyle='--') + + self.energy_ky_cursor.set_ydata([self.data_array.coords[self.axes[0]][self.slider1[1].value()].item(),self.data_array.coords[self.axes[0]][self.slider1[1].value()].item()]) + self.energy_delta_ky_cursor.set_ydata([self.data_array.coords[self.axes[0]][self.slider1[1].value() + self.slider2[1].value()].item(),self.data_array.coords[self.axes[0]][self.slider1[1].value() + self.slider2[1].value()].item()]) + self.ky_time_cursor.set_xdata([self.data_array.coords[self.axes[3]][self.slider3[1].value()].item(),self.data_array.coords[self.axes[3]][self.slider3[1].value()].item()]) + self.delta_ky_time_cursor.set_xdata([self.data_array.coords[self.axes[3]][self.slider3[1].value() + self.slider4[1].value()].item(),self.data_array.coords[self.axes[3]][self.slider3[1].value() + self.slider4[1].value()].item()]) + + self.graphs[0].canvas.draw_idle() self.graphs[3].canvas.draw_idle() self.update_ky(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) elif index in range (8,12): - ax = self.graphs[0].gca() - if self.energy_kx_cursor in ax.lines: - self.energy_kx_cursor.remove() - if self.energy_delta_kx_cursor in ax.lines: - self.energy_delta_kx_cursor.remove() - if self.kx_time_cursor in self.graphs[3].gca().lines: - self.kx_time_cursor.remove() - if self.delta_kx_time_cursor in self.graphs[3].gca().lines: - self.delta_kx_time_cursor.remove() - self.energy_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(), color='r', linestyle='--') - self.energy_delta_kx_cursor = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[1]][self.slider1[2].value()+self.slider2[2].value()].item(), color='r', linestyle='--') - self.kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()].item(), color='g', linestyle='--') - self.delta_kx_time_cursor = self.graphs[3].gca().axvline(x=self.data_array.coords[self.axes[3]][self.slider3[2].value()+self.slider4[2].value()].item(), color='g', linestyle='--') + self.energy_kx_cursor.set_xdata([self.data_array.coords[self.axes[1]][self.slider1[2].value()].item(),self.data_array.coords[self.axes[1]][self.slider1[2].value()].item()]) + self.energy_delta_kx_cursor.set_xdata([self.data_array.coords[self.axes[1]][self.slider1[2].value() + self.slider2[2].value()].item(),self.data_array.coords[self.axes[1]][self.slider1[2].value() + self.slider2[2].value()].item()]) + self.kx_time_cursor.set_xdata([self.data_array.coords[self.axes[3]][self.slider3[2].value()].item(),self.data_array.coords[self.axes[3]][self.slider3[2].value()].item()]) + self.delta_kx_time_cursor.set_xdata([self.data_array.coords[self.axes[3]][self.slider3[2].value() + self.slider4[2].value()].item(),self.data_array.coords[self.axes[3]][self.slider3[2].value() + self.slider4[2].value()].item()]) + self.graphs[3].canvas.draw_idle() self.graphs[0].canvas.draw_idle() self.update_kx(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) elif index in range (12,16): - if self.energy_kxky_x in self.graphs[0].gca().lines: - self.energy_kxky_x.remove() - if self.energy_kxky_y in self.graphs[0].gca().lines: - self.energy_kxky_y.remove() - if self.energy_delta_kxky_x in self.graphs[0].gca().lines: - self.energy_delta_kxky_x.remove() - if self.energy_delta_kxky_y in self.graphs[0].gca().lines: - self.energy_delta_kxky_y.remove() - self.energy_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(), color='b', linestyle='--') - self.energy_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(), color='b', linestyle='--') - self.energy_delta_kxky_y = self.graphs[0].gca().axhline(y=self.data_array.coords[self.axes[1]][self.slider1[3].value()+self.slider2[3].value()].item(), color='b', linestyle='--') - self.energy_delta_kxky_x = self.graphs[0].gca().axvline(x=self.data_array.coords[self.axes[0]][self.slider3[3].value()+self.slider4[3].value()].item(), color='b', linestyle='--') + + self.energy_kxky_y.set_ydata([self.data_array.coords[self.axes[1]][self.slider1[3].value()].item(),self.data_array.coords[self.axes[1]][self.slider1[3].value()].item()]) + self.energy_kxky_x.set_xdata([self.data_array.coords[self.axes[0]][self.slider3[3].value()].item(),self.data_array.coords[self.axes[0]][self.slider3[3].value()].item()]) + self.energy_delta_kxky_y.set_ydata([self.data_array.coords[self.axes[1]][self.slider1[3].value() + self.slider2[3].value()].item(),self.data_array.coords[self.axes[1]][self.slider1[3].value() + self.slider2[3].value()].item()]) + self.energy_delta_kxky_x.set_xdata([self.data_array.coords[self.axes[0]][self.slider3[3].value() + self.slider4[3].value()].item(),self.data_array.coords[self.axes[0]][self.slider3[3].value() + self.slider4[3].value()].item()]) self.graphs[0].canvas.draw_idle() self.update_dt(self.slider1[3].value(), self.slider2[3].value(), self.slider3[3].value(), self.slider4[3].value()) From 4c28ff33e3c28c77957838d40c623d6e329b3ce7 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 11:44:17 +0200 Subject: [PATCH 42/74] cleaned out some prints --- src/mpes_tools/colorscale_slider_handler.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/src/mpes_tools/colorscale_slider_handler.py b/src/mpes_tools/colorscale_slider_handler.py index e2a0649..5ab0fb6 100644 --- a/src/mpes_tools/colorscale_slider_handler.py +++ b/src/mpes_tools/colorscale_slider_handler.py @@ -30,7 +30,6 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): self.slider.setFixedWidth(15) self.slider.setMinimum(int(1 * self.cmin)) self.slider.setMaximum(int(1* self.cmax)) - print('new_values',[self.new_values(self.vmin), self.new_values(self.vmax)]) self.slider.setValue([self.new_values(self.vmin), self.new_values(self.vmax)]) # self.slider.valueChanged.connect(self.update_clim) self.slider.valueChanged.connect(lambda value: self.update_clim(value)) @@ -61,7 +60,6 @@ def inverse(self, x): def update_clim(self, value): vmin, vmax = self.inverse(value[0]), self.inverse(value[1]) - print('theinverse,',value) self.im.set_clim(vmin, vmax) self.label.setText(f" {vmin:.2f} to {vmax:.2f}") if self.colorbar: From 40b509a2df7fd49fa6f55d94606816dd18e2c107 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:33:26 +0200 Subject: [PATCH 43/74] cleaned up --- src/mpes_tools/show_4d_window.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 4a6a5ef..f6e6c26 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -60,15 +60,10 @@ def __init__(self,data_array: xr.DataArray): canvas.mpl_connect("button_press_event", handler.on_right_click) self.handler_list.append(handler) - # self.color_graph=QHBoxLayout() - # self.color_graph.addWidget(canvas) - self.graph_layout.addWidget(canvas) - # self.graph_layout.addWidget(self.color_graph) self.axis_list.append(axis) self.canvases.append(canvas) - # self.color_graph_list.append(self.color_graph) slider_layout= QHBoxLayout() From 9607b6bfbf1c32053ec6fc7c633ac70b1e892d18 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:34:03 +0200 Subject: [PATCH 44/74] changed the structure for the 4 plots each its own canvas and added the colorscale --- src/mpes_tools/Gui_3d.py | 172 +++++++++++++++++++++++---------------- 1 file changed, 100 insertions(+), 72 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index d1f24dc..34036b7 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -14,11 +14,13 @@ from mpes_tools.double_click_handler import SubplotClickHandler import xarray as xr from mpes_tools.right_click_handler import RightClickHandler -from PyQt5.QtWidgets import QMenu +from PyQt5.QtWidgets import QMenu,QGridLayout,QHBoxLayout, QSizePolicy,QLabel from PyQt5.QtGui import QCursor from mpes_tools.cursor_dot_handler import Cursor_dot_handler from cursor_handler import Cursor_handler from dot_handler import Dot_handler +from colorscale_slider_handler import colorscale_slider +from matplotlib.figure import Figure #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC # Two vertical cursors and two horizontal cursors are defined in the main graph with each same color for the cursors being horizontal and vertical intercept each other in a dot so one can move either each cursor or the dot itself which will move both cursors. class Gui_3d(QMainWindow): @@ -36,16 +38,15 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): central_widget.setLayout(layout) - self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) - plt.close(self.fig) - self.canvas = FigureCanvas(self.fig) + # self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) + # plt.close(self.fig) + # self.canvas = FigureCanvas(self.fig) + + self.click_handlers = [] self.handler_list = [] - for idx, ax in enumerate(self.axs.flatten()): - handler = RightClickHandler(self.canvas, ax,self.show_pupup_window) - self.canvas.mpl_connect("button_press_event", handler.on_right_click) - self.handler_list.append(handler) + # plt.ioff() # add the checkboxes for EDC and MDC integration and the button to save the results self.checkbox_e = QCheckBox("Integrate_energy") @@ -73,6 +74,23 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): sub_layout.addWidget(label) sub_layout.addWidget(input_field) h_layout.addLayout(sub_layout) + + self.canvases = [] + self.axes = [] + + for i in range(4): + fig = Figure(figsize=(10, 8)) # optional: smaller size per plot + canvas = FigureCanvas(fig) + ax = fig.add_subplot(111) + self.canvases.append(canvas) + self.axes.append(ax) + + canvas_layout = QGridLayout() + + canvas_layout.addWidget(self.canvases[0], 0, 0) + canvas_layout.addWidget(self.canvases[1], 0, 1) + canvas_layout.addWidget(self.canvases[2], 1, 0) + canvas_layout.addWidget(self.canvases[3], 1, 1) checkbox_layout= QHBoxLayout() # Add the canvas to the layout @@ -80,7 +98,8 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): checkbox_layout.addWidget(self.checkbox_k) layout.addLayout(checkbox_layout) layout.addLayout(h_layout) - layout.addWidget(self.canvas) + layout.addLayout(canvas_layout) + # layout.addWidget(self.canvas) slider_layout= QHBoxLayout() self.slider1 = QSlider(Qt.Horizontal) @@ -103,6 +122,14 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): slider_layout.addWidget(self.slider2_label) layout.addLayout(slider_layout) + + for idx, ax in enumerate(self.axes): + handler = RightClickHandler(self.canvases[idx], ax,self.show_pupup_window) + self.canvases[idx].mpl_connect("button_press_event", handler.on_right_click) + self.handler_list.append(handler) + + + #define the data_array self.data=data_array self.axis=[data_array.coords[dim].data for dim in data_array.dims] @@ -111,8 +138,8 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) # define the cut for the spectra of the main graph - # self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).sum(dim=self.data.dims[2]) - self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][t], self.axis[2][t + dt])}).sum(dim=self.data.dims[2]) + # self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).mean(dim=self.data.dims[2]) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][t], self.axis[2][t + dt])}).mean(dim=self.data.dims[2]) #Initialize the relevant prameters self.t=t @@ -158,7 +185,8 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): print(data_array.dims) # plot the main graph - self.im = self.data2D_plot.plot(ax=self.axs[0, 0], cmap='terrain', add_colorbar=False) + self.im = self.data2D_plot.plot(ax=self.axes[0], cmap='terrain', add_colorbar=False) + colorscale_slider(canvas_layout, self.im, self.axes[0].figure.canvas) # define the initial positions of the cursors in the main graph @@ -166,10 +194,10 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): initial_y = 0 initial_x2 = 0.5 initial_y2 = 0.5 - ax = self.axs[0, 0] + ax = self.axes[0] # define the lines for the cursors - ymin, ymax = self.axs[0, 0].get_ylim() - xmin, xmax = self.axs[0, 0].get_ylim() + ymin, ymax = self.axes[0].get_ylim() + xmin, xmax = self.axes[0].get_ylim() ymin, ymax = 5 * ymin, 5 * ymax xmin, xmax = 5 * xmin, 5 * xmax self.cursor_vert1 = Line2D([initial_x, initial_x], [ymin, ymax], color='yellow', linewidth=2, picker=10, linestyle='--') @@ -205,27 +233,29 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): # define the integrated EDC and MDC x_min = min(self.dot2.center[1], self.dot1.center[1]) x_max = max(self.dot2.center[1], self.dot1.center[1]) - self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).mean(dim=self.data.dims[0]) x_min = min(self.dot1.center[0], self.dot2.center[0]) x_max = max(self.dot1.center[0], self.dot2.center[0]) - self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).mean(dim=self.data.dims[1]) self.active_handler = None - self.edc_yellow, = self.axs[1, 0].plot([], [], color='orange') - self.edc_green, = self.axs[1, 0].plot([], [], color='green') + self.edc_yellow, = self.axes[2].plot([], [], color='orange') + self.edc_green, = self.axes[2].plot([], [], color='green') self.update_show() - self.fig.canvas.draw_idle() + self.update_all_canvases() self.cursor_dot_handler=[] self.cursors_list=[self.cursor_vert1, self.cursor_horiz1,self.cursor_vert2, self.cursor_horiz2] self.cursors_functions=[lambda: self.changes_cursor_vertical_1(),lambda: self.changes_cursor_horizontal_1(), lambda: self.changes_cursor_vertical_2(),lambda: self.changes_cursor_horizontal_2()] self.dots_list=[self.dot1,self.dot2] self.dots_function=[lambda: self.changes_dot1(), lambda: self.changes_dot2()] for idx, c in enumerate(self.cursors_list): - c_handler = Cursor_handler(self.fig,self.axs[0,0],c, self.cursors_functions[idx],parent=self) + c_handler = Cursor_handler(self.canvases[0].figure,self.axes[0],c, self.cursors_functions[idx],parent=self) self.cursor_dot_handler.append(c_handler) for idx, d in enumerate(self.dots_list): - d_handler = Dot_handler(self.fig,self.axs[0,0], d, self.dots_function[idx]) + d_handler = Dot_handler(self.canvases[0].figure,self.axes[0], d, self.dots_function[idx]) self.cursor_dot_handler.append(d_handler) - + def update_all_canvases(self): + for canvas in self.canvases: + canvas.draw_idle() def changes_cursor_vertical_1(self): x_val= self.cursor_vert1.get_xdata()[0] self.dot1.center = (x_val, self.dot1.center[1]) @@ -233,7 +263,7 @@ def changes_cursor_vertical_1(self): self.cursor_label[0].setText(f"{base}: {x_val:.2f}") self.update_mdc() self.box() - self.fig.canvas.draw_idle() + self.update_all_canvases() def changes_cursor_horizontal_1(self): y_val= self.cursor_horiz1.get_ydata()[0] self.dot1.center = (self.dot1.center[0],y_val) @@ -241,7 +271,7 @@ def changes_cursor_horizontal_1(self): self.cursor_label[1].setText(f"{base}: {y_val:.2f}") self.update_edc() self.box() - self.fig.canvas.draw_idle() + self.update_all_canvases() def changes_cursor_vertical_2(self): x_val= self.cursor_vert2.get_xdata()[0] self.dot2.center = (x_val, self.dot2.center[1]) @@ -249,7 +279,7 @@ def changes_cursor_vertical_2(self): self.cursor_label[2].setText(f"{base}: {x_val:.2f}") self.update_mdc() self.box() - self.fig.canvas.draw_idle() + self.update_all_canvases() def changes_cursor_horizontal_2(self): y_val= self.cursor_horiz2.get_ydata()[0] self.dot2.center = (self.dot2.center[0], y_val) @@ -257,7 +287,7 @@ def changes_cursor_horizontal_2(self): self.cursor_label[3].setText(f"{base}: {y_val:.2f}") self.update_edc() self.box() - self.fig.canvas.draw_idle() + self.update_all_canvases() def changes_dot1(self): x_val,y_val= self.dot1.center self.cursor_vert1.set_xdata([x_val,x_val]) @@ -269,7 +299,7 @@ def changes_dot1(self): self.update_edc() self.update_mdc() self.box() - self.fig.canvas.draw_idle() + self.update_all_canvases() def changes_dot2(self): x_val,y_val= self.dot2.center self.cursor_vert2.set_xdata([x_val,x_val]) @@ -281,10 +311,10 @@ def changes_dot2(self): self.update_edc() self.update_mdc() self.box() - self.fig.canvas.draw_idle() + self.update_all_canvases() def show_pupup_window(self,canvas,ax): - if ax==self.axs[0,0]: + if ax==self.axes[0]: menu = QMenu(canvas) action1 = menu.addAction("data_2D") action2 = menu.addAction("cursors") @@ -292,11 +322,11 @@ def show_pupup_window(self,canvas,ax): action = menu.exec_(QCursor.pos()) if action == action1: - print('data2D_plot=data.sel({data.dims[2]:slice('+f"{self.axis[2][self.slider1.value()]:.2f}"+', '+f"{self.axis[2][self.slider1.value()+self.slider2.value()+1]:.2f}"+')}).sum(dim=data.dims[2])' ) + print('data2D_plot=data.sel({data.dims[2]:slice('+f"{self.axis[2][self.slider1.value()]:.2f}"+', '+f"{self.axis[2][self.slider1.value()+self.slider2.value()+1]:.2f}"+')}).mean(dim=data.dims[2])' ) elif action == action2: print('yellow_vertical,yellow_horizontal,green_vertical,green_horizontal= '+ f"{self.dot1.center[0]:.2f} ,{self.dot1.center[1]:.2f},{self.dot2.center[0]:.2f},{self.dot2.center[1]:.2f}") - elif ax==self.axs[1,0]: + elif ax==self.axes[2]: menu = QMenu(canvas) action1 = menu.addAction("yellow_EDC") action2 = menu.addAction("green_EDC") @@ -308,25 +338,25 @@ def show_pupup_window(self,canvas,ax): print("data.sel({data.dims[2]: slice(" + f"{self.axis[2][self.slider1.value()]:.2f}, " + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + - ")}).sum(dim=data.dims[2]).sel({data.dims[0]: " + + ")}).mean(dim=data.dims[2]).sel({data.dims[0]: " + f"{self.dot1.center[1]:.2f}" + "}, method='nearest') # Yellow EDC") elif action == action2: print("data.sel({data.dims[2]: slice(" + f"{self.axis[2][self.slider1.value()]:.2f}, " + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + - ")}).sum(dim=data.dims[2]).sel({data.dims[0]: " + + ")}).mean(dim=data.dims[2]).sel({data.dims[0]: " + f"{self.dot2.center[1]:.2f}" + "}, method='nearest') # Green EDC") elif action == action3: print("data.sel({data.dims[2]: slice(" + f"{self.axis[2][self.slider1.value()]:.2f}, " + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + - ")}).sum(dim=data.dims[2]).sel({data.dims[0]: slice(" + + ")}).mean(dim=data.dims[2]).sel({data.dims[0]: slice(" + f"{min(self.dot1.center[1], self.dot2.center[1]):.2f}, " + f"{max(self.dot1.center[1], self.dot2.center[1]):.2f}" + - ")}).sum(dim=data.dims[0]) # Integrated EDC") - elif ax==self.axs[0,1]: + ")}).mean(dim=data.dims[0]) # Integrated EDC") + elif ax==self.axes[1]: menu = QMenu(canvas) action1 = menu.addAction("yellow_MDC") action2 = menu.addAction("green_MDC") @@ -338,14 +368,14 @@ def show_pupup_window(self,canvas,ax): print("data.sel({data.dims[2]: slice(" + f"{self.axis[2][self.slider1.value()]:.2f}, " + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + - ")}).sum(dim=data.dims[2]).sel({data.dims[1]: " + + ")}).mean(dim=data.dims[2]).sel({data.dims[1]: " + f"{self.dot1.center[0]:.2f}" + "}, method='nearest') # Yellow MDC") elif action == action2: print("data.sel({data.dims[2]: slice(" + f"{self.axis[2][self.slider1.value()]:.2f}, " + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + - ")}).sum(dim=data.dims[2]).sel({data.dims[1]: " + + ")}).mean(dim=data.dims[2]).sel({data.dims[1]: " + f"{self.dot2.center[0]:.2f}" + "}, method='nearest') # Green MDC") @@ -353,11 +383,11 @@ def show_pupup_window(self,canvas,ax): print("data.sel({data.dims[2]: slice(" + f"{self.axis[2][self.slider1.value()]:.2f}, " + f"{self.axis[2][self.slider1.value() + self.slider2.value() + 1]:.2f}" + - ")}).sum(dim=data.dims[2]).sel({data.dims[1]: slice(" + + ")}).mean(dim=data.dims[2]).sel({data.dims[1]: slice(" + f"{min(self.dot1.center[0], self.dot2.center[0]):.2f}, " + f"{max(self.dot1.center[0], self.dot2.center[0]):.2f}" + - ")}).sum(dim=data.dims[1]) # Integrated MDC") - elif ax==self.axs[1,1]: + ")}).mean(dim=data.dims[1]) # Integrated MDC") + elif ax==self.axes[3]: menu = QMenu(canvas) action1 = menu.addAction("intensity box") action = menu.exec_(QCursor.pos()) @@ -370,7 +400,7 @@ def show_pupup_window(self,canvas,ax): "), data.dims[1]: slice(" + f"{min(self.dot1.center[0], self.dot2.center[0]):.2f}, " + f"{max(self.dot1.center[0], self.dot2.center[0]):.2f}" + - ")}].sum(dim=(data.dims[0], data.dims[1])) # Box integration") + ")}].mean(dim=(data.dims[0], data.dims[1])) # Box integration") @@ -410,34 +440,34 @@ def slider1_changed(self,value): # change the slider controlling the third dimen # self.slider1_label.setText(str(value)) base = self.slider1_label.text().split(':')[0] self.slider1_label.setText(f"{base}: {self.data[self.data.dims[2]][value].item():.2f}") - self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.slider1.value()], self.axis[2][self.slider1.value() + self.slider2.value()])}).sum(dim=self.data.dims[2]) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.slider1.value()], self.axis[2][self.slider1.value() + self.slider2.value()])}).mean(dim=self.data.dims[2]) self.update_show() self.t=self.slider1.value() def slider2_changed(self,value): # change the slider controlling the third dimension for windowing # self.slider2_label.setText(str(value)) base = self.slider2_label.text().split(':')[0] self.slider2_label.setText(f"{base}: {value}") - self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.slider1.value()], self.axis[2][self.slider1.value() + self.slider2.value()])}).sum(dim=self.data.dims[2]) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.slider1.value()], self.axis[2][self.slider1.value() + self.slider2.value()])}).mean(dim=self.data.dims[2]) self.update_show() self.dt=self.slider2.value() def checkbox_e_changed(self, state): # Checkbox for integrating the EDC between the cursors self.update_edc() - self.fig.canvas.draw_idle() + self.update_all_canvases() def checkbox_k_changed(self, state): # Checkbox for integrating the MDC between the cursors self.update_mdc() - self.fig.canvas.draw_idle() + self.update_all_canvases() def fit_energy_panel(self,event): # open up the fit panel for the EDC x_min = min(self.dot2.center[1], self.dot1.center[1]) x_max = max(self.dot2.center[1], self.dot1.center[1]) - data_fit=self.data.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) + data_fit=self.data.sel({self.data.dims[0]:slice(x_min, x_max)}).mean(dim=self.data.dims[0]) graph_window=fit_panel(data_fit, self.t, self.dt, self.data.dims[1]) graph_window.show() self.graph_windows.append(graph_window) def fit_momentum_panel(self,event): # open up the fit panel for the MDC x_min = min(self.dot1.center[0], self.dot2.center[0]) x_max = max(self.dot1.center[0], self.dot2.center[0]) - data_fit=self.data.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) + data_fit=self.data.sel({self.data.dims[1]:slice(x_min, x_max)}).mean(dim=self.data.dims[1]) graph_window=fit_panel(data_fit, self.t, self.dt, self.data.dims[0]) graph_window.show() self.graph_windows.append(graph_window) @@ -446,46 +476,44 @@ def fit_box_panel(self,event): # open up the fit panel for the intensity box graph_window.show() self.graph_windows.append(graph_window) def update_edc(self): - self.axs[1, 0].clear() + self.axes[2].clear() if self.checkbox_e.isChecked(): self.integrate_E() else: self.edc_yellow=self.data2D_plot.sel({self.data.dims[0]:self.dot1.center[1]}, method='nearest') self.edc_green=self.data2D_plot.sel({self.data.dims[0]:self.dot2.center[1]}, method='nearest') - self.edc_yellow.plot(ax=self.axs[1,0],color='orange') - self.edc_green.plot(ax=self.axs[1,0],color='green') + self.edc_yellow.plot(ax=self.axes[2],color='orange') + self.edc_green.plot(ax=self.axes[2],color='green') def update_mdc(self): - self.axs[0, 1].clear() + self.axes[1].clear() if self.checkbox_k.isChecked(): self.integrate_k() else: - self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='orange') - self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axs[0,1],color='green') + self.data2D_plot.sel({self.data.dims[1]:self.dot1.center[0]}, method='nearest').plot(ax=self.axes[1],color='orange') + self.data2D_plot.sel({self.data.dims[1]:self.dot2.center[0]}, method='nearest').plot(ax=self.axes[1],color='green') def integrate_E(self): # integrate EDC between the two cursors in the main graph - self.axs[1, 0].clear() + self.axes[2].clear() x_min = min(self.dot2.center[1], self.dot1.center[1]) x_max = max(self.dot2.center[1], self.dot1.center[1]) - # self.data2D_plot.isel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]).plot(ax=self.axs[1,0]) - self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).sum(dim=self.data.dims[0]) - self.integrated_edc.plot(ax=self.axs[1,0]) - # self.fig.canvas.draw_idle() + # self.data2D_plot.isel({self.data.dims[0]:slice(x_min, x_max)}).mean(dim=self.data.dims[0]).plot(ax=self.axes[2]) + self.integrated_edc=self.data2D_plot.sel({self.data.dims[0]:slice(x_min, x_max)}).mean(dim=self.data.dims[0]) + self.integrated_edc.plot(ax=self.axes[2]) def integrate_k(self): # integrate MDC between the two cursors in the main graph - self.axs[0, 1].clear() + self.axes[1].clear() x_min = min(self.dot1.center[0], self.dot2.center[0]) x_max = max(self.dot1.center[0], self.dot2.center[0]) - # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]).plot(ax=self.axs[0,1]) - self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).sum(dim=self.data.dims[1]) - self.integrated_mdc.plot(ax=self.axs[0,1]) - # self.fig.canvas.draw_idle() + # self.data2D_plot.isel({self.data.dims[1]:slice(x_min, x_max)}).mean(dim=self.data.dims[1]).plot(ax=self.axes[1]) + self.integrated_mdc=self.data2D_plot.sel({self.data.dims[1]:slice(x_min, x_max)}).mean(dim=self.data.dims[1]) + self.integrated_mdc.plot(ax=self.axes[1]) def box(self): # generate the intensity graph between the four cursors in the main graph - self.axs[1, 1].clear() + self.axes[3].clear() x0,y0=self.dot1.center x1,y1=self.dot2.center @@ -494,12 +522,12 @@ def box(self): # generate the intensity graph between the four cursors in the ma x0, x1 = sorted([x0, x1]) y0, y1 = sorted([y0, y1]) - self.int = self.data.loc[{self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}].sum(dim=(self.data.dims[0], self.data.dims[1])) + self.int = self.data.loc[{self.data.dims[0]: slice(y0, y1), self.data.dims[1]: slice(x0, x1)}].mean(dim=(self.data.dims[0], self.data.dims[1])) if x0 != x1 and y0 != y1: - self.int.plot(ax=self.axs[1,1]) - self.dot, = self.axs[1, 1].plot([self.axis[2][self.slider1.value()]], [self.int[self.slider1.value()]], 'ro', markersize=8) - self.fig.canvas.draw_idle() + self.int.plot(ax=self.axes[3]) + self.dot, = self.axes[3].plot([self.axis[2][self.slider1.value()]], [self.int[self.slider1.value()]], 'ro', markersize=8) + self.update_all_canvases() def update_show(self): # update the main graph as well as the relevant EDC and MDC cuts. Also the box intensity self.update_edc() @@ -508,8 +536,8 @@ def update_show(self): # update the main graph as well as the relevant EDC and M self.box() # update the intensity box graph time1 = self.axis[2][self.slider1.value()] timedt1 = self.axis[2][self.slider1.value() + self.slider2.value()] - self.axs[0, 0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') - self.fig.canvas.draw_idle() + self.axes[0].set_title(f't: {time1:.2f}, t+dt: {timedt1:.2f}') + self.update_all_canvases() From d4838150dc0cf3bf9266ac53253fb843138234df Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:36:38 +0200 Subject: [PATCH 45/74] added a colorbar --- src/mpes_tools/Gui_3d.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 34036b7..32f79ad 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -80,6 +80,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): for i in range(4): fig = Figure(figsize=(10, 8)) # optional: smaller size per plot + plt.close(fig) canvas = FigureCanvas(fig) ax = fig.add_subplot(111) self.canvases.append(canvas) @@ -99,7 +100,6 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): layout.addLayout(checkbox_layout) layout.addLayout(h_layout) layout.addLayout(canvas_layout) - # layout.addWidget(self.canvas) slider_layout= QHBoxLayout() self.slider1 = QSlider(Qt.Horizontal) @@ -186,6 +186,7 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): # plot the main graph self.im = self.data2D_plot.plot(ax=self.axes[0], cmap='terrain', add_colorbar=False) + self.axes[0].figure.colorbar(self.im, ax=self.axes[0]) colorscale_slider(canvas_layout, self.im, self.axes[0].figure.canvas) # define the initial positions of the cursors in the main graph From e26036c87994d977191a3a974b5cb9a1ecd6aee5 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:37:24 +0200 Subject: [PATCH 46/74] made it more general --- src/mpes_tools/colorscale_slider_handler.py | 44 ++++++++++++++------- 1 file changed, 30 insertions(+), 14 deletions(-) diff --git a/src/mpes_tools/colorscale_slider_handler.py b/src/mpes_tools/colorscale_slider_handler.py index 5ab0fb6..ec26354 100644 --- a/src/mpes_tools/colorscale_slider_handler.py +++ b/src/mpes_tools/colorscale_slider_handler.py @@ -1,4 +1,4 @@ -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QLabel,QHBoxLayout +from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QLabel,QHBoxLayout,QGridLayout from superqt import QRangeSlider from PyQt5.QtCore import Qt import numpy as np @@ -9,7 +9,7 @@ class colorscale_slider(QWidget): def __init__(self, layout, imshow_artist,canvas, limits=None): super().__init__() - + self.case=False self.im = imshow_artist self.canvas = canvas self.colorbar = None # Optional: set this externally if you want to update a colorbar @@ -20,8 +20,12 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): self.vmin,self.vmax= limits if self.vmin==self.vmax: self.vmax += 0.1 - self.cmin, self.cmax = 10, 1e5 - + if self.vmax<10: + self.cmin, self.cmax = 10, 1e9 + self.case=True + else: + self.cmin, self.cmax=self.vmin,self.vmax + print(self.vmin,self.vmax) # Slider Widget slider_widget = QWidget() slider_layout = QVBoxLayout(slider_widget) @@ -29,15 +33,21 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): self.slider = QRangeSlider(Qt.Vertical) self.slider.setFixedWidth(15) self.slider.setMinimum(int(1 * self.cmin)) - self.slider.setMaximum(int(1* self.cmax)) - self.slider.setValue([self.new_values(self.vmin), self.new_values(self.vmax)]) + self.slider.setMaximum(int(1.5* self.cmax)) + self.slider.setValue([float(self.vmin),float(self.vmax)]) + if self.case : + self.slider.setValue([self.new_values(self.vmin), self.new_values(self.vmax)]) # self.slider.valueChanged.connect(self.update_clim) self.slider.valueChanged.connect(lambda value: self.update_clim(value)) - - self.label = QLabel(f"{self.vmin:.2f} to {self.vmax:.2f}") + + self.vmin_label = QLabel(f"{self.vmin:.2e}") + self.vmax_label = QLabel(f"{self.vmax:.2e}") + # # self.label = QLabel(f"{self.vmin:.2f} to {self.vmax:.2f}") + # self.label = QLabel(f"{self.vmin:.2e} to {self.vmax:.2e}") # self.label = QLabel(' ') - slider_layout.addWidget(self.label) + slider_layout.addWidget(self.vmax_label) slider_layout.addWidget(self.slider) + slider_layout.addWidget(self.vmin_label) # New horizontal layout: slider left, canvas right h_container = QWidget() @@ -45,9 +55,12 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): h_layout.addWidget(slider_widget) h_layout.addWidget(self.canvas) h_layout.addWidget(self.canvas, stretch=1) - - layout.insertWidget(0, h_container) - + if isinstance(layout, QGridLayout): + layout.addWidget(h_container,0,0) + else: + layout.insertWidget(0, h_container) + + def new_values(self, x): a = (self.cmax - self.cmin) / (self.vmax - self.vmin) b = self.vmax * self.cmin - self.vmin * self.cmax @@ -59,9 +72,12 @@ def inverse(self, x): return (x - b) / a def update_clim(self, value): - vmin, vmax = self.inverse(value[0]), self.inverse(value[1]) + vmin, vmax = value + if self.case: + vmin, vmax = self.inverse(value[0]), self.inverse(value[1]) self.im.set_clim(vmin, vmax) - self.label.setText(f" {vmin:.2f} to {vmax:.2f}") + self.vmin_label.setText(f" {vmin:.2e}") + self.vmax_label.setText(f"{vmax:.2e}") if self.colorbar: self.colorbar.update_normal(self.im) self.canvas.draw_idle() From 22a458b78f03459eeb22556f717c8a1cfeb6a615 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:37:57 +0200 Subject: [PATCH 47/74] added a feature to keep the log scale on when updating the graph with the slider --- src/mpes_tools/graphs.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 1efc59d..8a75c41 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -100,7 +100,12 @@ def __init__(self, x, y_arrays,y_arrays_err,names,list_axis,list_plot_fits): self.ax_list.append(ax) self.cursor=ax.axvline(x=self.x[0], color='r', linestyle='--') self.cursor_list.append(self.cursor) - self.update_parameter(0) + # self.update_parameter(0) + self.axis.plot(self.list_axis[0][0],self.list_plot_fits[0][0][0],'o', label='data') + self.axis.plot(self.list_axis[1][0],self.list_plot_fits[0][1][0],'r--', label='fit') + self.axis.legend() + self.figure.tight_layout() + self.canvas.draw() self.slider.valueChanged.connect(self.update_parameter) def show_pupup_window(self,canvas,ax): @@ -204,10 +209,14 @@ def update_parameter(self, value): self.ax_list[i].figure.canvas.draw_idle() base = self.slider_label.text().split(':')[0] self.slider_label.setText(f"{base}: {self.x[value]:.2f}") + yscale = self.axis.get_yscale() + ylim = self.axis.get_ylim() self.axis.clear() self.axis.plot(self.list_axis[0][0],self.list_plot_fits[value][0][0],'o', label='data') self.axis.plot(self.list_axis[1][0],self.list_plot_fits[value][1][0],'r--', label='fit') + self.axis.set_yscale(yscale) + self.axis.set_ylim(ylim) self.axis.legend() self.figure.tight_layout() self.canvas.draw() From ed8027b46be4a508a0fcdb8134a558fbcac91bbb Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:41:04 +0200 Subject: [PATCH 48/74] added mpes_tools. --- src/mpes_tools/Gui_3d.py | 6 +++--- src/mpes_tools/show_4d_window.py | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 32f79ad..4cf9fbd 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -17,9 +17,9 @@ from PyQt5.QtWidgets import QMenu,QGridLayout,QHBoxLayout, QSizePolicy,QLabel from PyQt5.QtGui import QCursor from mpes_tools.cursor_dot_handler import Cursor_dot_handler -from cursor_handler import Cursor_handler -from dot_handler import Dot_handler -from colorscale_slider_handler import colorscale_slider +from mpes_tools.cursor_handler import Cursor_handler +from mpes_tools.dot_handler import Dot_handler +from mpes_tools.colorscale_slider_handler import colorscale_slider from matplotlib.figure import Figure #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC # Two vertical cursors and two horizontal cursors are defined in the main graph with each same color for the cursors being horizontal and vertical intercept each other in a dot so one can move either each cursor or the dot itself which will move both cursors. diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index f6e6c26..8d45fab 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -13,7 +13,7 @@ from mpes_tools.right_click_handler import RightClickHandler from PyQt5.QtWidgets import QMenu from PyQt5.QtGui import QCursor -from colorscale_slider_handler import colorscale_slider +from mpes_tools.colorscale_slider_handler import colorscale_slider class show_4d_window(QMainWindow): def __init__(self,data_array: xr.DataArray): From a47bb54904768aa153ae42eddbf1433c8a2a0829 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 14:48:18 +0200 Subject: [PATCH 49/74] small clean up --- src/mpes_tools/Gui_3d.py | 10 +--------- src/mpes_tools/colorscale_slider_handler.py | 5 ----- src/mpes_tools/show_4d_window.py | 3 --- 3 files changed, 1 insertion(+), 17 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 4cf9fbd..bf432c9 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -36,17 +36,9 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): layout = QVBoxLayout() central_widget.setLayout(layout) - - - # self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) - # plt.close(self.fig) - # self.canvas = FigureCanvas(self.fig) - - + self.click_handlers = [] self.handler_list = [] - - # plt.ioff() # add the checkboxes for EDC and MDC integration and the button to save the results self.checkbox_e = QCheckBox("Integrate_energy") diff --git a/src/mpes_tools/colorscale_slider_handler.py b/src/mpes_tools/colorscale_slider_handler.py index ec26354..aab4954 100644 --- a/src/mpes_tools/colorscale_slider_handler.py +++ b/src/mpes_tools/colorscale_slider_handler.py @@ -25,7 +25,6 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): self.case=True else: self.cmin, self.cmax=self.vmin,self.vmax - print(self.vmin,self.vmax) # Slider Widget slider_widget = QWidget() slider_layout = QVBoxLayout(slider_widget) @@ -37,14 +36,10 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): self.slider.setValue([float(self.vmin),float(self.vmax)]) if self.case : self.slider.setValue([self.new_values(self.vmin), self.new_values(self.vmax)]) - # self.slider.valueChanged.connect(self.update_clim) self.slider.valueChanged.connect(lambda value: self.update_clim(value)) self.vmin_label = QLabel(f"{self.vmin:.2e}") self.vmax_label = QLabel(f"{self.vmax:.2e}") - # # self.label = QLabel(f"{self.vmin:.2f} to {self.vmax:.2f}") - # self.label = QLabel(f"{self.vmin:.2e} to {self.vmax:.2e}") - # self.label = QLabel(' ') slider_layout.addWidget(self.vmax_label) slider_layout.addWidget(self.slider) slider_layout.addWidget(self.vmin_label) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 8d45fab..46ba815 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -322,7 +322,6 @@ def open_graph_kyedt(self): kx1=self.data_array[self.axes[0]][self.slider1[2].value()].item() kx2=self.data_array[self.axes[0]][self.slider1[2].value()+self.slider2[2].value()+1].item() data_kyedt = self.data_array.loc[{self.axes[0]:slice(kx1,kx2)}].mean(dim=(self.axes[0])) - print(type(data_kyedt)) graph_window = Gui_3d(data_kyedt, self.slider3[2].value(), self.slider4[2].value(),'METIS') # Show the graph window @@ -332,7 +331,6 @@ def open_graph_kyedt(self): def load_data(self, data_array: xr.DataArray): self.data_array = data_array self.axes = data_array.dims - # print('theaxissss',self.axes) self.slider1[0].setRange(0,len(self.data_array.coords[self.axes[2]])-1) self.slider1[1].setRange(0,len(self.data_array.coords[self.axes[0]])-1) self.slider1[2].setRange(0,len(self.data_array.coords[self.axes[1]])-1) @@ -517,7 +515,6 @@ def slider_changed(self, value): self.graphs[2].canvas.draw_idle() self.graphs[1].canvas.draw_idle() self.graphs[3].canvas.draw_idle() - print(id(self.energy_time_cursor)) self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) elif index in range(4,8): From 9d7c1e2282376c3cf9065ebb2aaa80e1e34d8747 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 15:41:44 +0200 Subject: [PATCH 50/74] deleted unwanted import --- src/mpes_tools/Gui_3d.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index bf432c9..b1a3ee4 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -16,7 +16,6 @@ from mpes_tools.right_click_handler import RightClickHandler from PyQt5.QtWidgets import QMenu,QGridLayout,QHBoxLayout, QSizePolicy,QLabel from PyQt5.QtGui import QCursor -from mpes_tools.cursor_dot_handler import Cursor_dot_handler from mpes_tools.cursor_handler import Cursor_handler from mpes_tools.dot_handler import Dot_handler from mpes_tools.colorscale_slider_handler import colorscale_slider From 4e35ccfea87c9a3c5272d04f3e97dae26161570c Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 15:49:09 +0200 Subject: [PATCH 51/74] added superqt into the dependencies --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index cb04945..d55aead 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,6 +35,7 @@ dependencies = [ "numpy>=1.26.1,<2.0", "PyQt5>=5.0.0", "xarray>=0.20.2", + "superqt >=0.3.0", ] [project.urls] From 0430aff021911fa8582bbc295c48a0e26a138cbe Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 15:55:15 +0200 Subject: [PATCH 52/74] clean up --- src/mpes_tools/colorscale_slider_handler.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/src/mpes_tools/colorscale_slider_handler.py b/src/mpes_tools/colorscale_slider_handler.py index aab4954..ff81703 100644 --- a/src/mpes_tools/colorscale_slider_handler.py +++ b/src/mpes_tools/colorscale_slider_handler.py @@ -38,8 +38,10 @@ def __init__(self, layout, imshow_artist,canvas, limits=None): self.slider.setValue([self.new_values(self.vmin), self.new_values(self.vmax)]) self.slider.valueChanged.connect(lambda value: self.update_clim(value)) - self.vmin_label = QLabel(f"{self.vmin:.2e}") - self.vmax_label = QLabel(f"{self.vmax:.2e}") + # self.vmin_label = QLabel(f"{self.vmin:.2e}") + # self.vmax_label = QLabel(f"{self.vmax:.2e}") + self.vmin_label = QLabel("") + self.vmax_label = QLabel("") slider_layout.addWidget(self.vmax_label) slider_layout.addWidget(self.slider) slider_layout.addWidget(self.vmin_label) @@ -71,8 +73,8 @@ def update_clim(self, value): if self.case: vmin, vmax = self.inverse(value[0]), self.inverse(value[1]) self.im.set_clim(vmin, vmax) - self.vmin_label.setText(f" {vmin:.2e}") - self.vmax_label.setText(f"{vmax:.2e}") + # self.vmin_label.setText(f" {vmin:.2e}") + # self.vmax_label.setText(f"{vmax:.2e}") if self.colorbar: self.colorbar.update_normal(self.im) self.canvas.draw_idle() From 5df5e41373e3f9049b4ea0f1b1f6de35e589dba9 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 15:58:49 +0200 Subject: [PATCH 53/74] small changes --- src/mpes_tools/Main.py | 2 +- tutorials/template.ipynb | 276 +++++++++++++++++++++++++++++++++------ 2 files changed, 237 insertions(+), 41 deletions(-) diff --git a/src/mpes_tools/Main.py b/src/mpes_tools/Main.py index eb9f0c0..a8a6ebc 100644 --- a/src/mpes_tools/Main.py +++ b/src/mpes_tools/Main.py @@ -65,7 +65,7 @@ def __init__(self): self.graph_windows = [] self.ce = None - + self.show() diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb index 301403c..3771539 100644 --- a/tutorials/template.ipynb +++ b/tutorials/template.ipynb @@ -2,10 +2,20 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "6d2e0046", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# import the 4D data\n", "import numpy as np\n", @@ -16,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "5aeb6fe2", "metadata": {}, "outputs": [ @@ -38,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "b44542de", "metadata": {}, "outputs": [ @@ -48,7 +58,7 @@ "5" ] }, - "execution_count": 4, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -122,7 +132,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 6, "id": "a6a92293", "metadata": {}, "outputs": [ @@ -141,6 +151,13 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "data.sel({data.dims[2]: slice(-799.45, -499.65)}).sum(dim=data.dims[2]).sel({data.dims[1]: -0.85}, method='nearest') # Green MDC\n" + ] } ], "source": [ @@ -154,17 +171,107 @@ "# import the 3D data\n", "loaded_data= np.load('//nap33/wahada/Phoibospython/scan11443_filtered.npz')\n", "\n", - "V1= xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) \n", - "axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']]\n", + "data= xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) \n", + "axis=[data['Angle'],data['Ekin']-21.7,data['delay']]\n", + "\n", "# print(data.dims)\n", - "graph_window= Gui_3d(V1,0,0,'Phoibos')\n", + "graph_window= Gui_3d(data,0,0,'Phoibos')\n", "graph_window.show()\n", + "data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7)\n", "\n" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 9, + "id": "c14ca2d1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "fig,ax=plt.subplots(1,1,figsize=(12,8))\n", + "data.loc[{data.dims[0]: slice(-3.42, 6.04), data.dims[1]: slice(-0.85, -0.07)}].sum(dim=(data.dims[0], data.dims[1])).plot(ax=ax) # Green MDC\n", + "# data.sel({data.dims[2]: slice(-799.45, -499.65)}).sum(dim=data.dims[2]).sel({data.dims[1]: -0.19}, method='nearest') # Yellow MDC\n", + "# data.sel({data.dims[2]: slice(-799.45, -499.65)}).sum(dim=data.dims[2]).sel({data.dims[1]: -0.19}, method='nearest').plot(ax=ax) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dea42cc8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "yellow_vertical,yellow_horizontal,green_vertical,green_horizontal= f\"{self.dot1.center[0]:.2f} ,{self.dot1.center[1]:.2f},{self.dot2.center[0]:.2f},{self.dot2.center[1]:.2f}\"\n", + "data2D_plot=data.sel({data.dims[2]:slice(624.57, 674.53)}).sum(dim=data.dims[2])\n" + ] + } + ], + "source": [ + "data2D_plot=data.sel({data.dims[2]:slice(674.5333333333291, 749.4799999999675)}).sum(dim=data.dims[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f5bc2a27", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "fig,ax=plt.subplots(1,1,figsize=(12,8))\n", + "data2D_plot.plot(ax=ax, cmap='terrain')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, "id": "fe4ced28", "metadata": {}, "outputs": [ @@ -174,7 +281,7 @@ "5" ] }, - "execution_count": 2, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -185,13 +292,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "8156e845", "metadata": {}, "outputs": [], "source": [ "\n", - "data='your data_array'\n", + "data=data\n", "data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7)\n", "#the 2D plot data\n", "data2D_plot=data.isel({data.dims[2]:slice(0, 1)}).sum(dim=data.dims[2]) \n", @@ -201,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "5c78b3de", "metadata": {}, "outputs": [ @@ -211,7 +318,8 @@ "text": [ "f0_A 68594891.74885073\n", "f0_x0 -0.04113953488371891\n", - "f0_gamma 0.2\n" + "f0_gamma 0.2\n", + "results extracted!\n" ] } ], @@ -225,7 +333,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 15, "id": "fa77e9ea", "metadata": {}, "outputs": [ @@ -235,7 +343,7 @@ "5" ] }, - "execution_count": 9, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, @@ -253,6 +361,25 @@ "5" ] }, + { + "cell_type": "code", + "execution_count": 2, + "id": "87674cf1", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "import xarray as xr\n", + "import numpy as np\n", + "\n", + "data_array = xr.DataArray(\n", + " data=np.array([-0.06408675327381325, -0.063909542295367, -0.06371011897310751, -0.06503485241489142, -0.06674640906852701, -0.06805910712822637, -0.0673262244773315, -0.06791928154383757, -0.06794237706710785, -0.06664877554908763, -0.0652935335095996, -0.06504622348475712, -0.065035814834493, -0.0633718361899608, -0.063818909320266, -0.06232675039586483, -0.0621097230514767, -0.06305103749744877, -0.062396139421285524, -0.06241744208002782, -0.062120839236189614, -0.06176266979202111, -0.0630236363208958, -0.06278593213829542, -0.06303474668234264, -0.06426194448687265, -0.06597832379389597, -0.0675165514728734, -0.0681648104899741, -0.06789394642146951, -0.0682773450383019, -0.06821050673630791, -0.06812316809846124, -0.06794932731709455, -0.06727620917695594, -0.06688088523425127, -0.06681413040826198, -0.06555736923755218, -0.06565064400572977, -0.0646168556999122, -0.060782342905129925, -0.06230590290442724, -0.062307172077220564, -0.06460057558698659, -0.06627930899665781, -0.06544192791581478, -0.06468084127852305, -0.0644825518856323, -0.06423057418146402, -0.06252219575489999, -0.063163479851845, -0.06378012124599329, -0.06411224615179537, -0.06430960962767349, -0.06350623988348696, -0.06302572118934185, -0.06294101229235687, -0.06300268394088233, -0.06379463353897145, -0.06385408546578876, -0.06431904217520991, -0.06428783077386985, -0.06400554797596462, -0.0643282814344515, -0.06350550603083734, -0.06308239186415802, -0.06393654905327996, -0.06408506676353795, -0.06504035399665667, -0.06382432328214742, -0.06417442058913722, -0.06326170209225304, -0.06372611067357502, -0.06443451549183822, -0.06401162876760495, -0.06335447937775379, -0.06416821076582208, -0.06455746652083094, -0.06395384262610614, -0.06348368054215639, -0.06392145704513459, -0.06457859517607414]),\n", + " dims=('delay',),\n", + " coords={'delay': [-799.4466666666729, -499.65333333337486, -199.86000000002943, -99.93333333336332, -74.94666666668573, -49.96666666670534, -24.980000000027754, 0.0, 24.979999999980386, 49.96666666665798, 74.94666666663836, 99.93333333331596, 124.91333333329634, 149.8933333333241, 174.88000000000167, 199.85999999998208, 224.84666666665967, 249.82666666664005, 274.8066666666678, 299.79333333329805, 324.77333333332575, 349.76000000000334, 374.73999999998375, 399.71999999996416, 424.70666666664175, 449.6866666666695, 474.6733333332997, 499.65333333332745, 524.6399999999577, 549.6199999999855, 574.5999999999658, 599.5866666666434, 624.5666666666239, 649.5533333333013, 674.5333333333291, 699.5133333333096, 724.4999999999872, 749.4799999999675, 774.4666666666451, 799.4466666666254, 899.3799999999889, 999.3066666666549, 1099.239999999971, 1199.166666666637, 1299.1000000000004, 1399.0333333333162, 1498.9599999999823, 1598.8933333332984, 1698.8266666666616, 1798.7533333333279, 1898.6866666666438, 1998.6133333333098, 2098.5466666666257, 2198.479999999989, 2298.4066666666554, 2398.339999999971, 2498.2733333333344, 2598.2000000000007, 2698.1333333333164, 2798.0599999999827, 2897.993333333299, 2997.926666666662, 3097.853333333328, 3197.786666666644, 3297.7199999999602, 3397.646666666626, 3497.5799999999895, 3597.5066666666557, 3697.4399999999714, 3797.373333333335, 3897.300000000001, 3997.2333333333168, 4097.166666666633, 4197.093333333299, 4297.026666666662, 4396.953333333328, 4496.8866666666445, 4596.819999999961, 4696.746666666627, 4796.679999999989, 4896.6133333333055, 4996.539999999972]},\n", + " name=\"f0_x0\"\n", + ")\n" + ] + }, { "cell_type": "code", "execution_count": 4, @@ -284,23 +411,23 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "id": "2c6bc231", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 5, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] @@ -318,7 +445,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "08f327a9", "metadata": {}, "outputs": [ @@ -326,30 +453,99 @@ "name": "stdout", "output_type": "stream", "text": [ - "f0_A -56591974.51984634\n", - "f0_x0 49.96666666665798\n", - "f0_gamma 0.2\n", - "f1_A -56591974.51984634\n", + "f0_A 0.0682773450383019\n", + "f0_omega 0.001\n", + "f0_phi 0\n", + "[[Model]]\n", + " (Model(zero) + Model(sinusoid, prefix='f0_'))\n", + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 33\n", + " # data points = 59\n", + " # variables = 3\n", + " chi-square = 2.2764e-04\n", + " reduced chi-square = 4.0650e-06\n", + " Akaike info crit = -729.451273\n", + " Bayesian info crit = -723.218661\n", + " R-squared = 0.08350621\n", + "[[Variables]]\n", + " f0_A: 0.06587170 +/- 0.00530377 (8.05%) (init = 0.06827735)\n", + " f0_omega: 5.3119e-05 +/- 1.1647e-04 (219.26%) (init = 0.001)\n", + " f0_phi: 1.70061631 +/- 0.57659252 (33.90%) (init = 0)\n", + "[[Correlations]] (unreported correlations are < 0.250)\n", + " C(f0_A, f0_phi) = +0.9978\n", + " C(f0_omega, f0_phi) = -0.9888\n", + " C(f0_A, f0_omega) = -0.9804\n", + "f0_A 0.0682773450383019\n", + "f0_omega 1\n", + "f0_phi 0\n", + "[[Model]]\n", + " (Model(zero) + Model(sinusoid, prefix='f0_'))\n", + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 110\n", + " # data points = 44\n", + " # variables = 3\n", + " chi-square = 0.11362185\n", + " reduced chi-square = 0.00277126\n", + " Akaike info crit = -256.199040\n", + " Bayesian info crit = -250.846471\n", + " R-squared = -599.468641\n", + "[[Variables]]\n", + " f0_A: -0.05410532 +/- 0.01095403 (20.25%) (init = 0.06827735)\n", + " f0_omega: 1.00207580 +/- 3.5692e-04 (0.04%) (init = 1)\n", + " f0_phi: 0.17032802 +/- 0.37060122 (217.58%) (init = 0)\n", + "[[Correlations]] (unreported correlations are < 0.250)\n", + " C(f0_omega, f0_phi) = -0.8100\n", + "f0_A 0.0682773450383019\n", + "f0_omega 1\n", + "f0_phi 0\n", + "f0_A 0.0682773450383019\n", + "f0_omega 1\n", + "f0_phi 0\n", + "f1_A 0.0682773450383019\n", + "[[Model]]\n", + " ((Model(zero) + Model(sinusoid, prefix='f0_')) + Model(constant, prefix='f1_'))\n", + "[[Fit Statistics]]\n", + " # fitting method = leastsq\n", + " # function evals = 152\n", + " # data points = 44\n", + " # variables = 4\n", + " chi-square = 5.7932e-05\n", + " reduced chi-square = 1.4483e-06\n", + " Akaike info crit = -587.778608\n", + " Bayesian info crit = -580.641849\n", + " R-squared = 0.69383876\n", + "[[Variables]]\n", + " f0_A: 0.00244399 +/- 2.5720e-04 (10.52%) (init = 0.06827735)\n", + " f0_omega: 0.99739845 +/- 1.6175e-04 (0.02%) (init = 1)\n", + " f0_phi: 0.73122050 +/- 0.17476307 (23.90%) (init = 0)\n", + " f1_A: 0.06459993 +/- 1.8170e-04 (0.28%) (init = 0.06827735)\n", + "[[Correlations]] (unreported correlations are < 0.250)\n", + " C(f0_omega, f0_phi) = -0.7996\n", + "f0_A 0.0682773450383019\n", + "f0_omega 1\n", + "f0_phi 0\n", + "f1_A 0.0682773450383019\n", "[[Model]]\n", - " ((Model(zero) + Model(lorentzian, prefix='f0_')) + Model(constant, prefix='f1_'))\n", + " ((Model(zero) + Model(sinusoid, prefix='f0_')) + Model(constant, prefix='f1_'))\n", "[[Fit Statistics]]\n", " # fitting method = leastsq\n", - " # function evals = 138\n", - " # data points = 25\n", + " # function evals = 152\n", + " # data points = 44\n", " # variables = 4\n", - " chi-square = 1.0446e+14\n", - " reduced chi-square = 4.9745e+12\n", - " Akaike info crit = 734.524718\n", - " Bayesian info crit = 739.400221\n", - " R-squared = 0.80970692\n", + " chi-square = 5.7932e-05\n", + " reduced chi-square = 1.4483e-06\n", + " Akaike info crit = -587.778608\n", + " Bayesian info crit = -580.641849\n", + " R-squared = 0.69383876\n", "[[Variables]]\n", - " f0_A: 13829756.4 +/- 1465794.12 (10.60%) (init = -5.659197e+07)\n", - " f0_x0: 70.3869880 +/- 9.39332978 (13.35%) (init = 49.96667)\n", - " f0_gamma: 103.001516 +/- 22.4624155 (21.81%) (init = 0.2)\n", - " f1_A: -70018457.3 +/- 1151952.86 (1.65%) (init = -5.659197e+07)\n", + " f0_A: 0.00244399 +/- 2.5720e-04 (10.52%) (init = 0.06827735)\n", + " f0_omega: 0.99739845 +/- 1.6175e-04 (0.02%) (init = 1)\n", + " f0_phi: 0.73122050 +/- 0.17476307 (23.90%) (init = 0)\n", + " f1_A: 0.06459993 +/- 1.8170e-04 (0.28%) (init = 0.06827735)\n", "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_gamma, f1_A) = -0.7681\n", - " C(f0_A, f1_A) = -0.5074\n" + " C(f0_omega, f0_phi) = -0.7996\n" ] } ], From 917bd76c7eac678b8bf0e5e91f20a8c6a7952e41 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 16:05:42 +0200 Subject: [PATCH 54/74] added the nxarray that I mistakenly didnt merge earlier --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index d55aead..cb70849 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,6 +35,7 @@ dependencies = [ "numpy>=1.26.1,<2.0", "PyQt5>=5.0.0", "xarray>=0.20.2", + "nxarray>=0.4.4", "superqt >=0.3.0", ] From 572a4dfd85609c6f7a2b7209a9fda9b7ce8c40b1 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 16:41:33 +0200 Subject: [PATCH 55/74] fixed a bug with the cursors for the fit --- src/mpes_tools/fit_panel.py | 3 +-- src/mpes_tools/movable_vertical_cursors_graph.py | 5 ----- 2 files changed, 1 insertion(+), 7 deletions(-) diff --git a/src/mpes_tools/fit_panel.py b/src/mpes_tools/fit_panel.py index f0e3d2c..000142d 100644 --- a/src/mpes_tools/fit_panel.py +++ b/src/mpes_tools/fit_panel.py @@ -824,11 +824,10 @@ def zero(x): self.fit_results.append(getattr(self, pname)) self.fit_results_err.append(getattr(self, f"{pname}_err")) names.append(pname) - # print('th dt',self.dt) - # print('the xaxis',len(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt])) sg=showgraphs(self.data[self.data.dims[1]][:len(self.data[self.data.dims[1]])-self.dt], self.fit_results,self.fit_results_err,names,list_axis,list_plot_fits) sg.show() self.graph_windows.append(sg) + self.cursor_handler.redraw() if __name__ == "__main__": app = QApplication(sys.argv) diff --git a/src/mpes_tools/movable_vertical_cursors_graph.py b/src/mpes_tools/movable_vertical_cursors_graph.py index 44dcbf9..74cb907 100644 --- a/src/mpes_tools/movable_vertical_cursors_graph.py +++ b/src/mpes_tools/movable_vertical_cursors_graph.py @@ -39,8 +39,6 @@ def on_motion(self,event): elif self.active_cursor == self.Line2: self.Line2.set_xdata([event.xdata, event.xdata]) self.cursorlinev2= event.xdata - # print(dot1.center) - # print(self.cursorlinev1,self.cursorlinev2) self.ax.figure.canvas.draw() plt.draw() def find_nearest_index(array, value): @@ -58,14 +56,11 @@ def remove(self): self.cursorlinev2= self.Line2.get_xdata()[0] self.Line1.remove() self.Line2.remove() - # plt.draw() self.ax.figure.canvas.draw() - def redraw(self): # print(self.cursorlinev1,self.cursorlinev2) self.Line1=self.ax.axvline(x=self.cursorlinev1, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) self.Line2=self.ax.axvline(x=self.cursorlinev2, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - # plt.draw() self.ax.figure.canvas.draw() def cursors(self): return [self.v1_pixel,self.v2_pixel] \ No newline at end of file From 70d4d9fc1152be16984249c3062cc7830cc7b8bb Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Fri, 25 Apr 2025 16:51:25 +0200 Subject: [PATCH 56/74] fixed a bug with leaving a touched cell in the table empty --- src/mpes_tools/make_model.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/src/mpes_tools/make_model.py b/src/mpes_tools/make_model.py index c88353b..d13d969 100644 --- a/src/mpes_tools/make_model.py +++ b/src/mpes_tools/make_model.py @@ -19,35 +19,35 @@ def __init__(self,mod,table_widget): print(header_item.text(),item.text()) if header_item.text()== "Fermi level": self.params['mu'].set(value=float(item.text())) - if table_widget.item(row, 0) is not None: + if table_widget.item(row, 0) is not None and table_widget.item(row, 0).text().strip(): self.params['mu'].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: + if table_widget.item(row, 2) is not None and table_widget.item(row, 2).text().strip(): self.params['mu'].set(max=float(table_widget.item(row, 2).text())) if checkbox.isChecked(): self.params['mu'].vary = False elif header_item.text()== "Temperature": self.params['T'].set(value=float(item.text())) - if table_widget.item(row, 0) is not None: + if table_widget.item(row, 0) is not None and table_widget.item(row, 0).text().strip(): self.params['T'].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: + if table_widget.item(row, 2) is not None and table_widget.item(row, 2).text().strip(): self.params['T'].set(max=float(table_widget.item(row, 2).text())) if checkbox.isChecked(): self.params['T'].vary = False elif header_item.text()== "sigma": self.params['sigma'].set(value=float(item.text())) self.params['sigma'].set(min=0) - if table_widget.item(row, 0) is not None: + if table_widget.item(row, 0) is not None and table_widget.item(row, 0).text().strip(): self.params['sigma'].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: + if table_widget.item(row, 2) is not None and table_widget.item(row, 2).text().strip(): self.params['sigma'].set(max=float(table_widget.item(row, 2).text())) if checkbox.isChecked(): self.params['sigma'].vary = False else: self.params[header_item.text()].set(value=float(item.text())) - if table_widget.item(row, 0) is not None: + if table_widget.item(row, 0) is not None and table_widget.item(row, 0).text().strip(): self.params[header_item.text()].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: + if table_widget.item(row, 2) is not None and table_widget.item(row, 2).text().strip(): self.params[header_item.text()].set(max=float(table_widget.item(row, 2).text())) if checkbox.isChecked(): self.params[header_item.text()].vary = False From 96d888b9ea750463a0af5234daca9bffcfbb0df7 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 14:08:19 +0200 Subject: [PATCH 57/74] fixed changes suggested in the pull request --- src/mpes_tools/Gui_3d.py | 53 +++++++++++++++++----------------------- 1 file changed, 23 insertions(+), 30 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index b1a3ee4..9002e96 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -11,7 +11,6 @@ from mpes_tools.fit_panel import fit_panel from mpes_tools.fit_panel_single import fit_panel_single from IPython.core.getipython import get_ipython -from mpes_tools.double_click_handler import SubplotClickHandler import xarray as xr from mpes_tools.right_click_handler import RightClickHandler from PyQt5.QtWidgets import QMenu,QGridLayout,QHBoxLayout, QSizePolicy,QLabel @@ -23,7 +22,7 @@ #graphic window showing a 2d map controllable with sliders for the third dimension, with cursors showing cuts along the x direction for MDC and y direction for EDC # Two vertical cursors and two horizontal cursors are defined in the main graph with each same color for the cursors being horizontal and vertical intercept each other in a dot so one can move either each cursor or the dot itself which will move both cursors. class Gui_3d(QMainWindow): - def __init__(self,data_array: xr.DataArray,t,dt,technique): + def __init__(self,data_array: xr.DataArray,t=None,dt=None): super().__init__() self.setWindowTitle("Graph Window") @@ -118,23 +117,23 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): handler = RightClickHandler(self.canvases[idx], ax,self.show_pupup_window) self.canvases[idx].mpl_connect("button_press_event", handler.on_right_click) self.handler_list.append(handler) - #define the data_array self.data=data_array self.axis=[data_array.coords[dim].data for dim in data_array.dims] - if technique == 'Phoibos': - self.axis[1]=self.axis[1]-21.7 - self.data = self.data.assign_coords(Ekin=self.data.coords['Ekin'] -21.7) + + if t is not None and dt is not None: + self.t=t + self.dt=dt + else: + self.t=0 + self.dt=0 # define the cut for the spectra of the main graph - # self.data2D_plot=self.data.isel({self.data.dims[2]:slice(t, t+dt+1)}).mean(dim=self.data.dims[2]) - self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][t], self.axis[2][t + dt])}).mean(dim=self.data.dims[2]) + self.data2D_plot=self.data.sel({self.data.dims[2]:slice(self.axis[2][self.t], self.axis[2][self.t + self.dt])}).mean(dim=self.data.dims[2]) #Initialize the relevant prameters - self.t=t - self.dt=dt self.active_cursor = None self.Line1=None self.Line2=None @@ -147,34 +146,33 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): # sliders for the delay self.slider1.setRange(0,len(self.axis[2])-1) - self.slider1_label.setText(self.data.dims[2]+": 0") - self.slider2_label.setText("Δ"+self.data.dims[2]+": 0") - + self.slider1.setValue(self.t) + self.slider2.setValue(self.dt) + self.slider1_label.setText(self.data.dims[2]+ f": {self.data[self.data.dims[2]][self.t].item():.2f}") + self.slider2_label.setText("Δ"+self.data.dims[2]+f": {self.dt}") + self.slider1.valueChanged.connect(self.slider1_changed) self.slider2.valueChanged.connect(self.slider2_changed) #create a menu for the fit panel menu_bar = self.menuBar() - graph_menu1 = menu_bar.addMenu("Fit Panel") + fit_menu = menu_bar.addMenu("Fit Panel") energy_panel_action = QAction('EDC',self) energy_panel_action.triggered.connect(self.fit_energy_panel) - graph_menu1.addAction(energy_panel_action) + fit_menu.addAction(energy_panel_action) momentum_panel_action = QAction('MDC',self) momentum_panel_action.triggered.connect(self.fit_momentum_panel) - graph_menu1.addAction(momentum_panel_action) + fit_menu.addAction(momentum_panel_action) box_panel_action = QAction('box',self) box_panel_action.triggered.connect(self.fit_box_panel) - graph_menu1.addAction(box_panel_action) - + fit_menu.addAction(box_panel_action) self.graph_windows=[] - print(data_array.dims) - # plot the main graph self.im = self.data2D_plot.plot(ax=self.axes[0], cmap='terrain', add_colorbar=False) self.axes[0].figure.colorbar(self.im, ax=self.axes[0]) @@ -182,10 +180,10 @@ def __init__(self,data_array: xr.DataArray,t,dt,technique): # define the initial positions of the cursors in the main graph - initial_x = 0 - initial_y = 0 - initial_x2 = 0.5 - initial_y2 = 0.5 + initial_x = self.data[self.data.dims[1]].values[int(len(self.data[self.data.dims[1]])/3)] + initial_y = self.data[self.data.dims[0]].values[int(len(self.data[self.data.dims[0]])/3)] + initial_x2 = self.data[self.data.dims[1]].values[int(2*len(self.data[self.data.dims[1]])/3)] + initial_y2 = self.data[self.data.dims[0]].values[int(2*len(self.data[self.data.dims[0]])/3)] ax = self.axes[0] # define the lines for the cursors ymin, ymax = self.axes[0].get_ylim() @@ -421,12 +419,7 @@ def main_graph_cursor_changed(self, index): #set manually the values for the cur self.cursor_label[3].setText(f"{base}: {value:.2f}") # self.change_pixel_to_arrayslot() self.update_show() - try: - num = float(value) - # print(f"Cursor {index+1} changed to: {num}") - # Update graph logic here - except ValueError: - print("Invalid input!") + def slider1_changed(self,value): # change the slider controlling the third dimension # self.slider1_label.setText(str(value)) From 936dee1e8a8eb2abad887e250bd2de6f2c8a24a2 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 14:08:54 +0200 Subject: [PATCH 58/74] changed the call for Gui_3d --- src/mpes_tools/Main.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/mpes_tools/Main.py b/src/mpes_tools/Main.py index 30f078e..e9229a1 100644 --- a/src/mpes_tools/Main.py +++ b/src/mpes_tools/Main.py @@ -88,7 +88,8 @@ def open_file_phoibos(self): V1=V1[list(V1.data_vars)[0]] axis=[V1['Angle'],V1['Ekin']-21.7,V1['delay']] - graph_window= Gui_3d(V1,0,0,'Phoibos') + V1 = V1.assign_coords(Ekin=V1.coords['Ekin'] -21.7) + graph_window= Gui_3d(V1) graph_window.show() self.graph_windows.append(graph_window) From 762f71f5a121f853c74610669bda8d778508a278 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 14:09:15 +0200 Subject: [PATCH 59/74] took out old imports --- src/mpes_tools/graphs.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 8a75c41..40dd213 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -5,7 +5,6 @@ from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas import matplotlib.pyplot as plt from IPython.core.getipython import get_ipython -from mpes_tools.double_click_handler import SubplotClickHandler from matplotlib.backends.backend_qt5agg import NavigationToolbar2QT as NavigationToolbar import xarray as xr from mpes_tools.right_click_handler import RightClickHandler From 8ff652e2beb7080f1289e88269213de8586c824f Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 14:09:43 +0200 Subject: [PATCH 60/74] took out old imports and the external call --- src/mpes_tools/show_4d_window.py | 88 ++------------------------------ 1 file changed, 4 insertions(+), 84 deletions(-) diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 46ba815..47dbb8a 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -9,7 +9,6 @@ import xarray as xr from mpes_tools.hdf5 import load_h5 from IPython.core.getipython import get_ipython -from mpes_tools.double_click_handler import SubplotClickHandler from mpes_tools.right_click_handler import RightClickHandler from PyQt5.QtWidgets import QMenu from PyQt5.QtGui import QCursor @@ -219,92 +218,13 @@ def show_pupup_window(self,canvas,ax): '{self.axes[0]}': slice({self.data_array[self.axes[0]][self.slider3[3].value()].item()}, {self.data_array[self.axes[0]][self.slider3[3].value() + self.slider4[3].value()].item()}) }}].mean(dim=('{self.axes[1]}', '{self.axes[0]}')) """) - def external_callback(self, ax): - # print(f"External callback: clicked subplot ({i},{j})") - if ax==self.graphs[0].gca(): - content= f""" -data='your data_array' -#the energy plot -data.loc[ - {{ - '{self.axes[2]}': slice( - {self.data_array[self.axes[2]][self.slider1[0].value()].item()}, - {self.data_array[self.axes[2]][self.slider1[0].value() + self.slider2[0].value()].item()} - ), - '{self.axes[3]}': slice( - {self.data_array[self.axes[3]][self.slider3[0].value()].item()}, - {self.data_array[self.axes[3]][self.slider3[0].value() + self.slider4[0].value()].item()} - ) - }} -].mean(dim=('{self.axes[2]}', '{self.axes[3]}')).T - - """ - elif ax==self.graphs[1].gca(): - content= f""" -data='your data_array' -#the ky plot -data.loc[ - {{ - '{self.axes[1]}': slice( - {self.data_array[self.axes[1]][self.slider1[1].value()].item()}, - {self.data_array[self.axes[1]][self.slider1[1].value() + self.slider2[1].value()].item()} - ), - '{self.axes[3]}': slice( - {self.data_array[self.axes[3]][self.slider3[1].value()].item()}, - {self.data_array[self.axes[3]][self.slider3[1].value() + self.slider4[1].value()].item()} - ) - }} -].mean(dim=('{self.axes[1]}', '{self.axes[3]}')).T - """ - elif ax==self.axis_list[2]: - content= f""" -data='your data_array' -#the kx plot -data.loc[ - {{ - '{self.axes[0]}': slice( - {self.data_array[self.axes[0]][self.slider1[2].value()].item()}, - {self.data_array[self.axes[0]][self.slider1[2].value() + self.slider2[2].value()].item()} - ), - '{self.axes[3]}': slice( - {self.data_array[self.axes[3]][self.slider3[2].value()].item()}, - {self.data_array[self.axes[3]][self.slider3[2].value() + self.slider4[2].value()].item()} - ) - }} -].mean(dim=('{self.axes[0]}', '{self.axes[3]}')).T - """ - elif ax==self.axis_list[3]: - content= f""" -data='your data_array' -#the kx,ky plot -data.loc[ - {{ - '{self.axes[1]}': slice( - {self.data_array[self.axes[1]][self.slider1[3].value()].item()}, - {self.data_array[self.axes[1]][self.slider1[3].value() + self.slider2[3].value()].item()} - ), - '{self.axes[0]}': slice( - {self.data_array[self.axes[0]][self.slider3[3].value()].item()}, - {self.data_array[self.axes[0]][self.slider3[3].value()+ self.slider4[3].value()].item()} - ) - }} -].mean(dim=('{self.axes[1]}', '{self.axes[0]}')) - """ - shell = get_ipython() - payload = dict( - source='set_next_input', - text=content, - replace=False, - ) - shell.payload_manager.write_payload(payload, single=False) - shell.run_cell('pass') - print('results extracted!') + def open_graph_kxkydt(self): E1=self.data_array[self.axes[2]][self.slider1[0].value()].item() E2=self.data_array[self.axes[2]][self.slider1[0].value()+self.slider2[0].value()+1].item() data_kxkydt = self.data_array.loc[{self.axes[2]:slice(E1,E2)}].mean(dim=(self.axes[2])) - graph_window=Gui_3d(data_kxkydt, self.slider3[0].value(), self.slider4[0].value(),'METIS') + graph_window=Gui_3d(data_kxkydt, self.slider3[0].value(), self.slider4[0].value()) # Show the graph window graph_window.show() self.graph_windows.append(graph_window) @@ -313,7 +233,7 @@ def open_graph_kxedt(self): ky1=self.data_array[self.axes[1]][self.slider1[1].value()].item() ky2=self.data_array[self.axes[1]][self.slider1[1].value()+self.slider2[1].value()+1].item() data_kxedt = self.data_array.loc[{self.axes[1]:slice(ky1,ky2)}].mean(dim=(self.axes[1])) - graph_window = Gui_3d(data_kxedt, self.slider3[1].value(), self.slider4[1].value(),'METIS') + graph_window = Gui_3d(data_kxedt, self.slider3[1].value(), self.slider4[1].value()) # Show the graph window graph_window.show() self.graph_windows.append(graph_window) @@ -322,7 +242,7 @@ def open_graph_kyedt(self): kx1=self.data_array[self.axes[0]][self.slider1[2].value()].item() kx2=self.data_array[self.axes[0]][self.slider1[2].value()+self.slider2[2].value()+1].item() data_kyedt = self.data_array.loc[{self.axes[0]:slice(kx1,kx2)}].mean(dim=(self.axes[0])) - graph_window = Gui_3d(data_kyedt, self.slider3[2].value(), self.slider4[2].value(),'METIS') + graph_window = Gui_3d(data_kyedt, self.slider3[2].value(), self.slider4[2].value()) # Show the graph window graph_window.show() From 7f767359b395ba14c79d91b11925813b78df79cb Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 14:11:14 +0200 Subject: [PATCH 61/74] deleted unnecessary or unfinished files --- src/mpes_tools/Drawwindow.py | 173 ------ src/mpes_tools/call_gui.py | 14 - src/mpes_tools/color_scale.py | 44 -- src/mpes_tools/double_click_handler.py | 12 - src/mpes_tools/h5toxarray.py | 55 -- src/mpes_tools/k_path_4d_4.py | 422 -------------- tests/Arpes_gui.py | 392 ------------- tests/Drawwindow.py | 173 ------ tests/additional_window.py | 473 ---------------- tests/color_scale.py | 44 -- tests/fit_panel6.py | 701 ------------------------ tests/fit_panel_signle_test.py | 577 ------------------- tests/graphs2.py | 80 --- tests/h5toxarray.py | 55 -- tests/k_path_4d_4.py | 422 -------------- tests/movable_vertical_cursors_graph.py | 77 --- 16 files changed, 3714 deletions(-) delete mode 100644 src/mpes_tools/Drawwindow.py delete mode 100644 src/mpes_tools/call_gui.py delete mode 100644 src/mpes_tools/color_scale.py delete mode 100644 src/mpes_tools/double_click_handler.py delete mode 100644 src/mpes_tools/h5toxarray.py delete mode 100644 src/mpes_tools/k_path_4d_4.py delete mode 100644 tests/Arpes_gui.py delete mode 100644 tests/Drawwindow.py delete mode 100644 tests/additional_window.py delete mode 100644 tests/color_scale.py delete mode 100644 tests/fit_panel6.py delete mode 100644 tests/fit_panel_signle_test.py delete mode 100644 tests/graphs2.py delete mode 100644 tests/h5toxarray.py delete mode 100644 tests/k_path_4d_4.py delete mode 100644 tests/movable_vertical_cursors_graph.py diff --git a/src/mpes_tools/Drawwindow.py b/src/mpes_tools/Drawwindow.py deleted file mode 100644 index f97c770..0000000 --- a/src/mpes_tools/Drawwindow.py +++ /dev/null @@ -1,173 +0,0 @@ -import sys -import numpy as np -import matplotlib.pyplot as plt -from PyQt5.QtCore import Qt -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QTextEdit, \ - QHBoxLayout, QSizePolicy,QSlider,QLabel -# from k_path_4d_4 import drawKpath - -class DrawWindow(QMainWindow): - def __init__(self,data,s1,s2,s3,s4): - super().__init__() - - # Set the title and size of the main window - self.setWindowTitle("PyQt5 Matplotlib Example") - self.setGeometry(100, 100, 800, 600) - self.data_array=data - print(data['E'][0]) - # Create the main layout - main_layout = QVBoxLayout() - - # Create a widget to hold the layout - widget = QWidget() - widget.setLayout(main_layout) - self.setCentralWidget(widget) - - # Create a horizontal layout for the top row - top_row_layout = QHBoxLayout() - - - # Create top left graph - self.figure1, self.axis1 = plt.subplots() - self.canvas1 = FigureCanvas(self.figure1) - top_row_layout.addWidget(self.canvas1) - - # Create bottom right graph - self.figure2, self.axis2 = plt.subplots() - self.canvas2 = FigureCanvas(self.figure2) - top_row_layout.addWidget(self.canvas2) - - layout = QVBoxLayout() - - slider_layout= QHBoxLayout() - self.slider1 = QSlider(Qt.Horizontal) - self.slider1.setRange(0, len(data['E'].data)) - self.slider1.setValue(s1) - self.slider1_label = QLabel("0") - - self.slider2 = QSlider(Qt.Horizontal) - self.slider2.setRange(0, 10) - self.slider2.setValue(s2) - self.slider2_label = QLabel("0") - - self.slider1.setFixedSize(200, 12) # Change the width and height as needed - self.slider2.setFixedSize(200, 12) # Change the width and height as needed - - slider_layout.addWidget(self.slider1) - slider_layout.addWidget(self.slider1_label) - slider_layout.addWidget(self.slider2) - slider_layout.addWidget(self.slider2_label) - # layout.addLayout(slider_layout) - slider_layout2= QHBoxLayout() - self.slider3 = QSlider(Qt.Horizontal) - self.slider3.setRange(0, 100) - self.slider3.setValue(s3) - self.slider3_label = QLabel("0") - - self.slider4 = QSlider(Qt.Horizontal) - self.slider4.setRange(0, 10) - self.slider4.setValue(s4) - self.slider4_label = QLabel("0") - - self.slider3.setFixedSize(200, 12) # Change the width and height as needed - self.slider4.setFixedSize(200, 12) # Change the width and height as needed - - slider_layout2.addWidget(self.slider3) - slider_layout2.addWidget(self.slider3_label) - slider_layout2.addWidget(self.slider4) - slider_layout2.addWidget(self.slider4_label) - - # layout.addLayout(slider_layout2) - - self.slider1.valueChanged.connect(self.slider1_changed) - self.slider2.valueChanged.connect(self.slider2_changed) - self.slider3.valueChanged.connect(self.slider3_changed) - self.slider4.valueChanged.connect(self.slider4_changed) - - - main_layout.addLayout(top_row_layout) - main_layout.addLayout(slider_layout) - main_layout.addLayout(slider_layout2) - - - # Set size policy for the graph widgets - self.canvas1.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) - self.canvas2.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) - - self.update_energy(s1, s2, s3, s4) - # self.d=drawKpath(data, axis, fig, ax, ax2, linewidth, slider, N) - - # Plot data - # self.plot_graphs() - # self.update_text_edit_boxes() - - def slider1_changed(self,value): - self.slider1_label.setText(str(value)) - print(value) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - def slider2_changed(self,value): - self.slider2_label.setText(str(value)) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - def slider3_changed(self,value): - self.slider3_label.setText(str(value)) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - def slider4_changed(self,value): - self.slider4_label.setText(str(value)) - # self.plot_graph(self.slider1.value(),self.slider2.value()) - # print(self.slider1.value(),self.slider2.value()) - # self.update_show(self.slider1.value(),self.slider2.value()) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - - def update_energy(self,Energy,dE,te,dte): - - # self.ce_state=True - E1=self.data_array['E'][Energy].item() - # print(Energy,E1) - E2=self.data_array['E'][Energy+dE].item() - te1=self.data_array['dt'][te].item() - te2=self.data_array['dt'][te+dte].item() - # print(E1,E2,te1) - self.figure1.clear() - ax = self.figure1.add_subplot(111) # Recreate the axis on the figure - self.im=self.data_array.sel(E=slice(E1,E2), dt=slice(te1,te2)).mean(dim=("E", "dt")).plot(ax=ax) - # ax.set_title('Loaded Data') - ax.set_xlabel('X') - ax.set_ylabel('Y') - # self.graphs[0].tight_layout() - self.figure1.canvas.draw() - # self.ev = self.graphs[0].gca().axvline(x=self.axis[0][self.slider1[1].value()], color='r', linestyle='--') - # self.eh = self.graphs[0].gca().axhline(y=self.axis[1][self.slider1[2].value()], color='r', linestyle='--') - - - def plot_graphs(self): - # Plot on the top left graph - x1 = np.linspace(0, 10, 100) - y1 = np.sin(x1) - self.axis1.plot(x1, y1) - self.axis1.set_title('Top Left Graph') - self.axis1.set_xlabel('X') - self.axis1.set_ylabel('Y') - - # Plot on the bottom right graph - x2 = np.linspace(0, 10, 100) - y2 = np.cos(x2) - self.axis2.plot(x2, y2) - self.axis2.set_title('Bottom Right Graph') - self.axis2.set_xlabel('X') - self.axis2.set_ylabel('Y') - - # Update the canvas - self.canvas1.draw() - self.canvas2.draw() - - # def update_text_edit_boxes(self): - # # self.text_edit_top_right.setPlaceholderText("Top Right Text Edit Box") - # self.text_edit_bottom_left.setPlaceholderText("Bottom Left Text Edit Box") - - -if __name__ == "__main__": - app = QApplication(sys.argv) - window = DrawWindow() - window.show() - sys.exit(app.exec_()) diff --git a/src/mpes_tools/call_gui.py b/src/mpes_tools/call_gui.py deleted file mode 100644 index 89d4c5c..0000000 --- a/src/mpes_tools/call_gui.py +++ /dev/null @@ -1,14 +0,0 @@ -from PyQt5.QtWidgets import QApplication -from mpes_tools.Main import ARPES_Analyser # Assuming the first code is saved as main_window.py - -import sys - -if __name__ == "__main__": - app = QApplication(sys.argv) # Initialize the Qt application - window = ARPES_Analyser() # Create an instance of your main window - window.show() # Show the window - sys.exit(app.exec_()) # Run the Qt event loop - -# if __name__ == "__main__": -# window = MainWindow() # Instantiate the MainWindow -# window.show() # Show the window \ No newline at end of file diff --git a/src/mpes_tools/color_scale.py b/src/mpes_tools/color_scale.py deleted file mode 100644 index 86e03be..0000000 --- a/src/mpes_tools/color_scale.py +++ /dev/null @@ -1,44 +0,0 @@ -import numpy as np -import h5py -import matplotlib -import matplotlib.pyplot as plt -import numpy as np -from matplotlib.widgets import CheckButtons, Button -from scipy.ndimage import rotate -import h5py -# import mplcursors -from matplotlib.widgets import Slider, Cursor, SpanSelector - - -class update_color(): - def __init__(self,im,fig,ax): - # self.slider_plot=s - self.im=im - self.fig=fig - ax_position=ax.get_position() - # print(ax.get_position()) - x0, y0, width, height = ax_position.bounds - - # Print the coordinates - # print("Lower-left coordinate (x0, y0):", x0, y0) - # print("Upper-right coordinate (x1, y1):", x0 + width, y0 + height) - self.cbar = plt.colorbar(im, ax=ax) - # self.cbar.ax.set_position([0.43, 0.31, 0.01, 0.8]) - # self.ax_slider = fig.add_axes([0.42, 0.56, 0.01, 0.30], facecolor='lightgoldenrodyellow') - self.cbar.ax.set_position([x0 + width +0.013, y0-0.08, 0.01, 0.5]) - self.ax_slider = fig.add_axes([x0 + width +0.006, y0 + 0.03, 0.01, 0.30], facecolor='lightgoldenrodyellow') - self.slider_plot = Slider(self.ax_slider, '', -1.5, 1.5, valinit=0.0,valstep=0.01,orientation='vertical') - self.original_vmax = im.norm.vmax - # self.slider_plot.on_changed(self.update) - def update(self,val): - # print('whathbdjfs') - self.im.norm.vmax = 10**(self.slider_plot.val) * self.original_vmax - - # self.fig.canvas.draw_idle() - def slider (self): - self.slider_plot.on_changed(self.update) - def sprint(self,val): - print('somethign', self.slider_plot) - # self.fig.canvas.draw_idle() - # print('slider') - diff --git a/src/mpes_tools/double_click_handler.py b/src/mpes_tools/double_click_handler.py deleted file mode 100644 index f187dca..0000000 --- a/src/mpes_tools/double_click_handler.py +++ /dev/null @@ -1,12 +0,0 @@ -class SubplotClickHandler: - def __init__(self, ax, on_subplot_click=None): - self.ax = ax - self.on_subplot_click = on_subplot_click - - def handle_double_click(self, event): - # print(f"event.inaxes id: {id(event.inaxes)}, self.ax id: {id(self.ax)}") - if not event.dblclick or event.inaxes != self.ax: - return - # self.ax.set_title("Clicked", color='red') - if self.on_subplot_click: - self.on_subplot_click(self.ax) diff --git a/src/mpes_tools/h5toxarray.py b/src/mpes_tools/h5toxarray.py deleted file mode 100644 index 165ddf1..0000000 --- a/src/mpes_tools/h5toxarray.py +++ /dev/null @@ -1,55 +0,0 @@ -import h5py -import numpy as np -import xarray as xr - - -class h5toxarray_loader(): - def __init__(self, df): - - if len(list(df['binned'].keys()))>1: - first_key = sorted(df['binned'].keys(), key=lambda x: int(x[1:]))[0] - data_shape = df['binned/' + first_key][:].shape - self.M = np.empty((data_shape[0], data_shape[1], data_shape[2], len(df['binned']))) - axis=[] - for idx, v in enumerate(sorted(df['binned'].keys(), key=lambda x: int(x[1:]))): - self.M[:, :, :, idx] = df['binned/' + v][:] - else: - self.M= df['binned/' + list(df['binned'].keys())[0]][:] - - - # Define the desired order lists - desired_orders = [ - ['ax0', 'ax1', 'ax2', 'ax3'], - ['kx', 'ky', 'E', 'delay'], - ['kx', 'ky', 'E', 'ADC'] - ] - - axes_list = [] - - matched_order = None - for i, order in enumerate(desired_orders): - # Check if all keys in the current order exist in df['axes'] - if all(f'axes/{axis}' in df for axis in order): - # If match is found, generate axes_list based on this order - axes_list = [df[f'axes/{axis}'] for axis in order] - matched_order = i + 1 # Store which list worked (1-based index) - break # Stop once the first matching list is found - - if matched_order: - print(f"Matched desired list {matched_order}: {desired_orders[matched_order - 1]}") - else: - print("No matching desired list found.") - - # print("Axes list:", axes_list) - # print(M[12,50,4,20]) - self.data_array = xr.DataArray( - self.M, - coords={"kx": axes_list[0], "ky": axes_list[1], "E": axes_list[2], "dt": axes_list[3]}, - dims=["kx", "ky", "E","dt"] - ) - def get_data_array(self): - return self.data_array - def get_original_array(self): - return self.M -# df =h5py.File(r'C:\Users\admin-nisel131\Documents\Scan130_scan130_Amine_100x100x300x50_spacecharge4_gamma850_amp_3p3.h5', 'r') -# test=h5toxarray_loader(df) diff --git a/src/mpes_tools/k_path_4d_4.py b/src/mpes_tools/k_path_4d_4.py deleted file mode 100644 index 9631edb..0000000 --- a/src/mpes_tools/k_path_4d_4.py +++ /dev/null @@ -1,422 +0,0 @@ -import numpy as np -import h5py -import matplotlib -import matplotlib.pyplot as plt -import numpy as np -from matplotlib.widgets import CheckButtons, Button -from scipy.ndimage import rotate -import h5py -# import mplcursors -from matplotlib.widgets import Slider, Cursor, SpanSelector -from matplotlib.gridspec import GridSpec -from matplotlib.lines import Line2D -from matplotlib.patches import Circle -from AdditionalInterface import AdditionalInterface -from AxisInteractor import AxisInteractor -from LinePixelGetter import LinePixelGetter -from update_plot_cut_4d import update_plot_cut -import json -import csv -from datetime import datetime - -class drawKpath: - # print(True) - def __init__(self, data,axis,fig, ax,ax2,linewidth,slider,N): - self.active_cursor=None - self.dots_count=0 - self.ax=ax - self.fig=fig - self.dot1_x=0 - self.do1_y=0 - self.dot2_x=0 - self.do2_y=0 - self.cid_press=None - self.linewidth=1 - self.line_artist=None - self.cb_line=None - self.button_update=None - self.dot1=None - self.dot2=None - self.method_running = False - self.pixels_along_line=[] - self.number=N - self.og_number=N - self.dots_list=[] - self.line_artist_list=[None]*N - self.pixels_along_path=[None]*N - # self.number=N - self.is_drawn= False - self.is_loaded= False - self.new=False - self.add_pressed=False - self.lw=linewidth - self.ax2=ax2 - self.data=data[:,:,:,slider] - self.axis=axis - self.pixels=[] - self.slider=slider - self.data2=data - self.slider_ax7 = plt.axes([0.55, 0.14, 0.02, 0.3]) - self.slider_dcut= Slider(self.slider_ax7, 'dcut_kpath', 0, 15, valinit=1, valstep=1, orientation='vertical') - # def update_plot_cut(self): - # update_plot_cut.update_plot_cut(self.data2[:,:,:,self.slider],self.ax2,self.pixels,self.lw) - def isdrawn(self): - return self.is_drawn - - - def get_pixels(self): - if self.pixels is not None: - return self.pixels - def get_pixels_along_line(self): - if self.pixels_along_line is not None: - return self.pixels_along_line - - def get_status(self): - if self.cb_line is not None: - return self.cb_line.get_status()[0] - else: - return False - - def draw(self): - # print('beginning') - def add_path(event): - self.add_pressed= True - - for i in range (self.number): - self.line_artist_list.append(None) - self.pixels_along_path.append(None) - # self.dots_list - print('line list=', len(self.line_artist_list)) - self.number=self.number+self.og_number - self.is_drawn=False - self.dots_count=0 - self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) - - def drawline(dot1,dot2,pos): - self.pixels=[] - if self.dots_count ==0 and self.line_artist_list[len(self.dots_list)-2] is not None : - if not self.loaded: - self.line_artist_list[len(self.dots_list)-2].remove() # Remove the previous line if exists - print('test,code') - # if self.dots_count==2: - # line = Line2D([self.dots_list[len(self.dots_list)].center[0], self.dots_list[len(self.dots_list)-1].center[0]], [self.dots_list[len(self.dots_list)].center[1], self.dots_list[len(self.dots_list)-1].center[1]], linewidth=self.linewidth, color='red') - if self.dots_count==2 : - line = Line2D([dot1.center[0], dot2.center[0]], [dot1.center[1], dot2.center[1]], linewidth=self.linewidth, color='red') - - self.ax.add_line(line) - # print('movement',len(self.line_artist_list)) - print('currentline=',self.line_artist_list[pos]) - if self.line_artist_list[pos] is not None: - # print(pos,self.line_artist_list[pos].get_data()) - self.line_artist_list[pos].remove() - # if self.line_artist is not None: - # self.line_artist.remove() # Remove the previous line if exists - - self.line_artist = line - # self.line_artist_list.append(line) - self.line_artist_list[pos]=line - # print(pos,self.line_artist_list[pos].get_data()) - # x1=self.line_artist_list[pos].get_data()[0][1] - # y1=self.line_artist_list[pos].get_data()[1][1] - # x2= self.line_artist_list[pos].get_data()[0][0] - # y2=self.line_artist_list[pos].get_data()[1][0] - x1_pixel=int((self.line_artist_list[pos].get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y1_pixel=int((self.line_artist_list[pos].get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - x2_pixel=int((self.line_artist_list[pos].get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y2_pixel=int((self.line_artist_list[pos].get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - - self.pixels_along_path[pos] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) - # print(x1_pixel,y1_pixel) - # self.pixels_along_path[pos]=LinePixelGetter.get_pixels_along_line(self.line_artist_list[pos].get_data()[0][1], self.line_artist_list[pos].get_data()[1][1], self.line_artist_list[pos].get_data()[0][0], self.line_artist_list[pos].get_data()[1][0], self.linewidth) - # for i in self.pixels_along_path: - for i in range (0,self.number): - if self.pixels_along_path[i] is not None: - self.pixels+=self.pixels_along_path[i] - - def drawdots(event): - # if self.add_pressed: - - - if self.cb_line.get_status()[0] and len(self.dots_list) < self.number and (self.new or not self.is_drawn): - x = event.xdata # Round the x-coordinate to the nearest integer - y = event.ydata # Round the y-coordinate to the nearest integer - print('you hereeee') - print(self.number) - # print('line list=', len(self.line_artist_list)) - if self.dots_count==0: - self.dot= Circle((x, y), radius=0.1, color='yellow', picker=20) - self.ax.add_patch(self.dot) - # self.dot_coords[self.dots_count] = (x, y) - self.dots_list.append(self.dot) - self.dots_count += 1 - self.fig.canvas.draw() - else: - self.dot= Circle((x, y), radius=0.1, color='yellow', picker=20) - self.ax.add_patch(self.dot) - # self.dot_coords[self.dots_count] = (x, y) - self.dots_count += 1 - self.dots_list.append(self.dot) - print('dots list=',len(self.dots_list)) - drawline(self.dots_list[len(self.dots_list)-1],self.dots_list[len(self.dots_list)-2],len(self.dots_list)-2) - self.dots_count -= 1 - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - - self.fig.canvas.draw() - if len(self.dots_list)== self.number: - self.is_drawn=True - # print(self.is_drawn) - def on_checkbox_change(label): - if self.cb_line.get_status()[0]: - if self.is_loaded: - for i in range(len(self.dots_list)): - self.ax.add_patch(self.dots_list[i]) - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.ax.add_line(self.line_artist_list[i]) - plt.draw() - elif self.is_drawn: - for i in range(len(self.dots_list)): - self.ax.add_patch(self.dots_list[i]) - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.ax.add_line(self.line_artist_list[i]) - plt.draw() - - else: - self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) - - else: - # Disconnect the click event - self.is_loaded= False - self.fig.canvas.mpl_disconnect(self.cid_press) - for i in range(len(self.dots_list)): - self.dots_list[i].remove() - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.line_artist_list[i].remove() - plt.draw() - def new(event): - - for i in range(len(self.dots_list)): - print(i) - self.dots_list[i].remove() - plt.draw() - for i in range(len(self.line_artist_list)): - print(i) - if self.line_artist_list[i] is not None: - self.line_artist_list[i].remove() - plt.draw() - self.new=True - self.is_drawn= False - self.is_loaded= False - self.dots_list=[] - self.line_artist_list=[None]*self.number - self.pixels_along_path=[None]*self.number - self.dots_count=0 - self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) - def on_pick(event): - for i in range(len(self.dots_list)): - if event.artist == self.dots_list[i]: - self.active_cursor = self.dots_list[i] - def on_motion(event): - # global dot1,dot2 - if self.active_cursor is not None and event.inaxes == self.ax: - # Initialize a list of dictionaries to store dot information - dot_info_list = [{"dot": dot, "center": dot.center} for dot in self.dots_list] - self.dots_count=2 - - # Iterate through the list to find the selected dot - selected_dot_index = None - for i, dot_info in enumerate(dot_info_list): - dot = dot_info["dot"] - contains, _ = dot.contains(event) - if contains: - selected_dot_index = i - break # Exit the loop when a matching dot is found - - if selected_dot_index is not None: - selected_dot_info = dot_info_list[selected_dot_index] - selected_dot = selected_dot_info["dot"] - # print(f"Selected dot index: {selected_dot_index}") - # print(f"Selected dot center: {selected_dot_info['center']}") - selected_dot.center = (event.xdata, event.ydata) - plt.draw() - i=selected_dot_index - if i==len(self.dots_list)-1: - # self.line_artist_list[i-1].remove() - drawline(self.dots_list[i],self.dots_list[i-1],i-1) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - elif i==0: - drawline(self.dots_list[i+1],self.dots_list[i],i) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - else: - # self.line_artist_list[i-1].remove() - # self.line_artist_list[i].remove() - drawline(self.dots_list[i+1],self.dots_list[i],i) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - drawline(self.dots_list[i],self.dots_list[i-1],i-1) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - plt.draw() - - - def on_release(event): - self.active_cursor = None - def get_status(): - return self.cb_line.get_status()[0] - def dots_coord(): - return [self.dot1.center, self.dot2.center] - - def update_dcut(val): - self.linewidth=self.slider_dcut.val - self.pixels=[] - for position, line in enumerate(self.line_artist_list): - if line is not None: - line.set_linewidth(self.linewidth+1) - x1_pixel=int((line.get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y1_pixel=int((line.get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - x2_pixel=int((line.get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y2_pixel=int((line.get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # print(x1_pixel,y1_pixel,x2_pixel,y2_pixel) - self.pixels_along_path[position] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) - self.pixels+=self.pixels_along_path[position] - - print('before before line') - # for pos in range(0,self.number): - # print('before line') - # if self.line_artist_list[pos] is not None: - # x1_pixel=int((self.line_artist_list[pos].get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y1_pixel=int((self.line_artist_list[pos].get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # x2_pixel=int((self.line_artist_list[pos].get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y2_pixel=int((self.line_artist_list[pos].get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # print(x1_pixel,y1_pixel,x2_pixel,y2_pixel) - # self.pixels_along_path[pos] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) - # self.pixels+=self.pixels_along_path[pos] - - # self.pixels_along_line = LinePixelGetter.get_pixels_along_line(self.dot1_x_pixel, self.dot1_y_pixel, self.dot2_x_pixel, self.dot2_y_pixel, self.linewidth) - # update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels_along_line,self.slider_dcut.val) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - def draw_load(): - if self.is_loaded: - for i in range(len(self.dots_list)): - self.ax.add_patch(self.dots_list[i]) - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.ax.add_line(self.line_artist_list[i]) - plt.draw() - def save_path(event): - def c_to_string(circle): - return f"{circle.center[0]}, {circle.center[1]}, {circle.radius}" - def l_to_string(line): - x_data, y_data = line.get_data() - linewidth = line.get_linewidth() - return f"{x_data[0]}, {y_data[0]}, {x_data[1]},{y_data[1]},{linewidth}" - # self.positions= np.array([[0]*4]*len(self.line_artist_list)) - # for position, line in enumerate(self.line_artist_list): - # if line is not None: - # line.set_linewidth(self.linewidth+1) - # x1_pixel=int((line.get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y1_pixel=int((line.get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # x2_pixel=int((line.get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y2_pixel=int((line.get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # self.positions[position][0] - output_directory = "C:/Users/admin-nisel131/Documents/CVS_TR_flatband_fig/" - current_time = datetime.now() - current_time_str = current_time.strftime("%Y-%m-%d_%H%M%S") - file_name = "k_path" - output_path = f"{output_directory}/{file_name}_{current_time_str}.txt" - with open(output_path, "w",newline="") as file: - file.write(f"{self.number}" + "\n") - for circle in self.dots_list: - file.write(c_to_string(circle) + "\n") - for line in self.line_artist_list: - if line is not None: - file.write(l_to_string(line) + "\n") - def load_path(event): - self.fig.canvas.mpl_disconnect(self.cid_press) - circle_list=[] - line_list=[] - file_path1="C:/Users/admin-nisel131/Documents/CVS_TR_flatband_fig/" - # file="k_path_2023-10-06_153243.txt" - # file= "k_path_2023-10-10_221437.txt" - # file= "k_path_2024-04-03_125248.txt" - file= "k_path_2024-04-03_140548.txt" - - - file_path=file_path1+file - with open(file_path, "r") as file: - lines=file.readlines() - # print(lines) - # for line_number, line in enumerate(file, start=1): - for line_number, line in enumerate(lines, start =1): - # if line_number==2: - # a,b,c= map(float, line.strip().split(', ')) - # print(a,b,c) - # print(map(float, line.strip().split(', '))) - # print('linenumber=',line_number) - # Split the line into individual values - # if line_number==1: - # print('firstline',line_number) - # number=7 - # first_line = file.readline().strip() # Read and strip whitespace - # print(line) - # first_line = file.readline() - - # number= int(first_line) - # print(number) - # print(first_line) - # print() - if line_number==1: - number= int(line) - # print(number) - elif line_number>=2 and line_number<=number+1: - x, y, radius = map(float, line.strip().split(', ')) - # print(x,y,radius) - circle = Circle((x, y), radius=radius, color='yellow', picker=20) - circle_list.append(circle) - self.dots_list=circle_list - else: - x0,y0,x1,y1,lw=map(float, line.strip().split(',')) - line1=Line2D([x0,x1], [y0, y1], linewidth=lw, color='red') - line_list.append(line1) - self.line_artist_list=line_list - self.is_loaded= True - self.dots_count=2 - # draw_load() - # print(len(self.line_artist_list),len(self.dots_list)) - - # print(x0,y0,x1,y1,lw) - # on_checkbox_change('K path') - - - self.slider_dcut.on_changed(update_dcut) - self.fig.canvas.mpl_connect('pick_event', on_pick) - self.fig.canvas.mpl_connect('motion_notify_event', on_motion) - self.fig.canvas.mpl_connect('button_release_event', on_release) - - rax_line = self.fig.add_axes([0.45, 0.02, 0.06, 0.03]) # [left, bottom, width, height] - self.cb_line = CheckButtons(rax_line, ['K path'], [False]) - self.cb_line.on_clicked(on_checkbox_change) - - rax_button = self.fig.add_axes([0.52, 0.02, 0.06, 0.03]) - self.button_update = Button(rax_button, 'new k') - self.button_update.on_clicked(new) - - savepath_button = self.fig.add_axes([0.52, 0.06, 0.06, 0.03]) - self.button_save = Button(savepath_button, 'save k-path') - self.button_save.on_clicked(save_path) - - loadpath_button = self.fig.add_axes([0.45, 0.06, 0.06, 0.03]) - self.button_load = Button(loadpath_button, 'load k-path') - self.button_load.on_clicked(load_path) - - addpath_button = self.fig.add_axes([0.37, 0.06, 0.06, 0.03]) - self.button_add = Button(addpath_button, 'add k-path') - self.button_add.on_clicked(add_path) - - plt.show() - self.fig.canvas.draw() - \ No newline at end of file diff --git a/tests/Arpes_gui.py b/tests/Arpes_gui.py deleted file mode 100644 index 0270868..0000000 --- a/tests/Arpes_gui.py +++ /dev/null @@ -1,392 +0,0 @@ -import sys -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QAction, QFileDialog, QSlider, QGridLayout,QHBoxLayout, QSizePolicy,QLabel -from PyQt5.QtCore import Qt -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -import matplotlib.pyplot as plt -import numpy as np -import h5py -from matplotlib.widgets import CheckButtons, Button -from matplotlib.patches import Circle -from matplotlib.lines import Line2D -from additional_window import GraphWindow -from color_scale import update_color -import xarray as xr -from Drawwindow import DrawWindow -from h5toxarray import h5toxarray_loader -# from k_path_4d_4 import drawKpath - -class MainWindow(QMainWindow): - def __init__(self): - super().__init__() - - self.setWindowTitle("Main Window") - self.setGeometry(100, 100, 800, 600) - - # Create a central widget for the graph and slider - central_widget = QWidget() - self.setCentralWidget(central_widget) - - # Create a layout for the central widget - layout = QGridLayout() - central_widget.setLayout(layout) - - # Create four graphs and sliders - self.graphs = [] - self.slider1 = [] - self.slider2 = [] - self.slider3 = [] - self.slider4 = [] - self.sliders = [] - self.slider_labels = [] - - for i in range(2): - for j in range(2): - graph_window = QWidget() - graph_layout = QVBoxLayout() - graph_window.setLayout(graph_layout) - - # Create a figure and canvas for the graph - figure, axis = plt.subplots(figsize=(20, 20)) - canvas = FigureCanvas(figure) - graph_layout.addWidget(canvas) - - slider_layout= QHBoxLayout() - slider_layout_2= QHBoxLayout() - # Create a slider widget - slider1 = QSlider(Qt.Horizontal) - slider1.setRange(0, 100) - slider1.setValue(0) - slider1_label = QLabel("0") - # slider.valueChanged.connect(self.slider_changed) - # Set the size of the slider - - # default_size = slider1.sizeHint() - # print(f"Default size of the slider: {default_size.width()}x{default_size.height()}") - - slider2 = QSlider(Qt.Horizontal) - slider2.setRange(0, 10) - slider2.setValue(0) - slider2_label = QLabel("0") - - - - slider3 = QSlider(Qt.Horizontal) - slider3.setRange(0, 100) - slider3.setValue(0) - slider3_label = QLabel("0") - - slider4 = QSlider(Qt.Horizontal) - slider4.setRange(0, 10) - slider4.setValue(0) - slider4_label = QLabel("0") - - slider1.setFixedSize(200, 12) # Change the width and height as needed - slider2.setFixedSize(200, 12) # Change the width and height as needed - slider3.setFixedSize(200, 12) # Change the width and height as needed - slider4.setFixedSize(155, 10) # Change the width and height as needed - - slider_layout.addWidget(slider1) - slider_layout.addWidget(slider1_label) - slider_layout.addWidget(slider2) - slider_layout.addWidget(slider2_label) - - slider_layout_2.addWidget(slider3) - slider_layout_2.addWidget(slider3_label) - slider_layout_2.addWidget(slider4) - slider_layout_2.addWidget(slider4_label) - # slider2.valueChanged.connect(self.slider_changed) - - # Add the slider to the layout - graph_layout.addLayout(slider_layout) - graph_layout.addLayout(slider_layout_2) - # graph_layout.addWidget(slider3) - # graph_layout.addWidget(slider2) - - layout.addWidget(graph_window, i, j) - self.graphs.append(figure) - self.slider1.append(slider1) - self.slider2.append(slider2) - self.slider3.append(slider3) - self.slider4.append(slider4) - self.sliders.extend([slider1, slider2,slider3, slider4]) - self.slider_labels.extend([slider1_label, slider2_label,slider3_label, slider4_label]) - for slider in self.slider1: - slider.valueChanged.connect(self.slider_changed) - for slider in self.slider2: - slider.valueChanged.connect(self.slider_changed) - for slider in self.slider3: - slider.valueChanged.connect(self.slider_changed) - for slider in self.slider4: - slider.valueChanged.connect(self.slider_changed) - - self.xv = None - self.yv = None - self.ev = None - self.eh = None - self.ph= None - self.pxv=None - self.pyh=None - self.axis=[] - # print(self.sliders) - # Create a menu bar - menu_bar = self.menuBar() - - # Create a 'File' menu - file_menu = menu_bar.addMenu("File") - - # Create actions for opening a file and exiting - open_file_action = QAction("Open File", self) - open_file_action.triggered.connect(self.open_file) - file_menu.addAction(open_file_action) - - open_graphe_action = QAction("Energy", self) - open_graphe_action.triggered.connect(self.open_graph_energy) - open_graphy_action = QAction("kx_cut", self) - open_graphy_action.triggered.connect(self.open_graph_y_cut) - open_graphx_action = QAction("ky_cut", self) - open_graphx_action.triggered.connect(self.open_graph_x_cut) - - menu_bar = self.menuBar() - - # Create a 'Graph' menu - graph_menu = menu_bar.addMenu("Graph") - - # Add the actions to the menu - graph_menu.addAction(open_graphe_action) - graph_menu.addAction(open_graphx_action) - graph_menu.addAction(open_graphy_action) - - open_draw_action = QAction("k-path", self) - open_draw_action.triggered.connect(self.open_draw_k_path) - - draw_menu= menu_bar.addMenu("Draw path") - draw_menu.addAction(open_draw_action) - # file_menu.addAction(open_graph_action) - self.graph_windows = [] - self.ce=None - - def open_draw_k_path(self): - D=DrawWindow(self.data_array,self.slider1[0].value(),self.slider2[0].value() , self.slider1[1].value(), self.slider2[1].value()) - D.show() - self.graph_windows.append(D) - - def open_graph_energy(self): - print('energy') - self.dataet=np.zeros((len(self.axis[0]),len(self.axis[1]),len(self.axis[3]))) - self.axet=[self.axis[0],self.axis[1],self.axis[3]] - - for i in range(self.slider1[0].value(),self.slider1[0].value()+self.slider2[0].value()+1): - self.dataet += self.data_updated[:, :, i,:] - graph_window= GraphWindow(self.dataet,self.axet,self.slider3[0].value(),self.slider4[0].value()) - - graph_window.show() - self.graph_windows.append(graph_window) - def open_graph_x_cut(self): - self.dataxt=np.zeros((len(self.axis[0]),len(self.axis[2]),len(self.axis[3]))) - self.axxt=[self.axis[0],self.axis[2],self.axis[3]] - for i in range(self.slider1[1].value(),self.slider1[1].value()+self.slider2[1].value()+1): - self.dataxt += self.data_updated[:, i, :,:] - graph_window = GraphWindow(self.dataxt,self.axxt,self.slider3[1].value(),self.slider4[1].value()) - # Show the graph window - graph_window.show() - self.graph_windows.append(graph_window) - def open_graph_y_cut(self): - self.datayt=np.zeros((len(self.axis[1]),len(self.axis[2]),len(self.axis[3]))) - self.axyt=[self.axis[1],self.axis[2],self.axis[3]] - - for i in range(self.slider1[2].value(),self.slider1[2].value()+self.slider2[2].value()+1): - self.datayt += self.data_updated[i, :, :,:] - graph_window = GraphWindow(self.datayt,self.axyt,self.slider3[2].value(),self.slider4[2].value()) - # Show the graph window - graph_window.show() - self.graph_windows.append(graph_window) - def open_graph_xy_cut(self): - self.datapt=np.zeros((len(self.axis[0]),len(self.axis[1]),len(self.axis[3]))) - self.axpt=[self.axis[0],self.axis[1],self.axis[3]] - - for i in range(self.slider1[2].value(),self.slider1[2].value()+self.slider2[2].value()+1): - self.datayt += self.data_updated[i, :, :,:] - graph_window = GraphWindow(self.datayt,self.axyt,self.slider3[2].value(),self.slider4[2].value()) - # Show the graph window - graph_window.show() - self.graph_windows.append(graph_window) - def open_file(self): - # Open file dialog to select a .txt file - # file_path, _ = QFileDialog.getOpenFileName(self, "Open Text File", "", "Text Files (*.txt)") - file_path, _ = QFileDialog.getOpenFileName(self, "Open Text File", "", "Text Files (*.h5)") - print(file_path) - if file_path: - # Load data from the file - # x, y = self.load_data(file_path) - # self.axis,self.data_updated = self.load_data2(file_path) - # Convert to an xarray.DataArray with named dimensions - df = h5py.File(file_path, 'r') - loader= h5toxarray_loader(df) - self.data_array= loader.get_data_array() - self.data_updated= loader.get_original_array() - self.axis=[self.data_array['kx'].data,self.data_array['ky'].data,self.data_array['E'].data,self.data_array['dt'].data] - - # print(self.axis[2]) - self.slider1[0].setRange(0,len(self.data_array['E'].data)-1) - self.slider1[1].setRange(0,len(self.data_array['kx'].data)-1) - self.slider1[2].setRange(0,len(self.data_array['ky'].data)-1) - self.slider1[3].setRange(0,len(self.data_array['kx'].data)-1) - self.slider3[3].setRange(0,len(self.data_array['ky'].data)-1) - self.slider3[0].setRange(0,len(self.data_array['dt'].data)-1) - self.slider3[1].setRange(0,len(self.data_array['dt'].data)-1) - self.slider3[2].setRange(0,len(self.data_array['dt'].data)-1) - - - - # self.update_plot(self.slider1[0].value(),self.slider2[0].value() , self.slider1[1].value(), self.slider2[0].value(), self.slider1[2].value(), self.slider2[2].value(), self.slider3[0].value(), self.slider4[0].value(),self.slider3[1].value(), self.slider4[1].value(), self.slider3[2].value(), self.slider4[2].value(), self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) - self.update_energy(self.slider1[0].value(),self.slider2[0].value() , self.slider1[1].value(), self.slider2[1].value()) - - # self.ce= update_color(self.im,self.graphs[0],self.graphs[0].gca()) - # self.ce.slider_plot.on_changed(self.ce.update) - - self.update_y(self.slider1[2].value(), self.slider2[2].value(), self.slider3[0].value(), self.slider4[0].value()) - - self.update_x(self.slider3[1].value(), self.slider4[1].value(), self.slider3[2].value(), self.slider4[2].value()) - - self.update_point(self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) - - def update_energy(self,Energy,dE,te,dte): - E1=self.data_array['E'][Energy].item() - # print(Energy,E1) - E2=self.data_array['E'][Energy+dE].item() - te1=self.data_array['dt'][te].item() - te2=self.data_array['dt'][te+dte].item() - - self.graphs[0].clear() - ax=self.graphs[0].gca() - self.im=self.data_array.sel(E=slice(E1,E2), dt=slice(te1,te2)).mean(dim=("E", "dt")).T.plot(ax=ax) - # ax.set_title('Loaded Data') - ax.set_xlabel('kx') - ax.set_ylabel('ky') - ax.set_title(f'Energy: {E1:.2f}, dE: {E2-E1}') - # self.graphs[0].tight_layout() - self.graphs[0].canvas.draw() - self.ev = self.graphs[0].gca().axvline(x=self.axis[1][self.slider1[2].value()], color='r', linestyle='--') - self.eh = self.graphs[0].gca().axhline(y=self.axis[0][self.slider1[1].value()], color='r', linestyle='--') - self.pxv = self.graphs[0].gca().axvline(x=self.axis[1][self.slider1[3].value()], color='b', linestyle='--') - self.pyh = self.graphs[0].gca().axhline(y=self.axis[0][self.slider3[3].value()], color='b', linestyle='--') - # if self.ce is not None: - # self.ce.slider_plot.on_changed(self.ce.update) - - def update_y(self,ypos,dy,ty,dty): - - y1=self.data_array['ky'][ypos].item() - y2=self.data_array['ky'][ypos+dy].item() - ty1=self.data_array['dt'][ty].item() - ty2=self.data_array['dt'][ty+dty].item() - - self.graphs[1].clear() - ax=self.graphs[1].gca() - self.data_array.sel(ky=slice(y1,y2), dt=slice(ty1,ty2)).mean(dim=("ky", "dt")).plot(ax=ax) - # ax.set_title('Loaded Data') - - ax.set_xlabel('Energy (eV)') - ax.set_ylabel('kx (1/A)') - ax.set_title(f'ky_pos: {y1:.2f}, dky: {y2-y1}') - self.graphs[1].tight_layout() - self.graphs[1].canvas.draw() - self.yv = ax.axvline(x=self.axis[2][self.slider1[0].value()], color='r', linestyle='--') - - def update_x(self,xpos,dx,tx,dtx): - x1=self.data_array['kx'][xpos].item() - x2=self.data_array['kx'][xpos+dx].item() - tx1=self.data_array['dt'][tx].item() - tx2=self.data_array['dt'][tx+dtx].item() - - self.graphs[2].clear() - ax=self.graphs[2].gca() - self.data_array.sel(kx=slice(x1,x2), dt=slice(tx1,tx2)).mean(dim=("kx", "dt")).plot(ax=ax) - # ax.set_title('Loaded Data') - ax.set_xlabel('Energy (eV)') - ax.set_ylabel('ky (1/A)') - ax.set_title(f'kx_pos: {x1:.2f}, dkx: {x2-x1}') - self.graphs[2].tight_layout() - self.graphs[2].canvas.draw() - self.xv = ax.axvline(x=self.axis[2][self.slider1[0].value()], color='r', linestyle='--') - def update_point(self,xt,yt,dxt,dyt): - yt1=self.data_array['ky'][yt].item() - yt2=self.data_array['ky'][yt+dyt].item() - xt1=self.data_array['kx'][xt].item() - xt2=self.data_array['kx'][xt+dxt].item() - - self.graphs[3].clear() - ax=self.graphs[3].gca() - self.data_array.sel(kx=slice(xt1,xt2), ky=slice(yt1,yt2)).mean(dim=("kx", "ky")).plot(ax=ax) - # ax.set_title('Loaded Data') - ax.set_xlabel('time (fs)') - ax.set_ylabel('Energy (eV)') - ax.set_title(f'kx_pos: {xt1:.2f}, dkx: {xt2-xt1},ky_pos: {yt1:.2f}, dky: {yt2-yt1}') - self.graphs[3].tight_layout() - self.graphs[3].canvas.draw() - self.ph = ax.axhline(y=self.axis[2][self.slider1[0].value()], color='r', linestyle='--') - - - def load_data2(self, file_path): - # Load data from the text file - # r'C:\Users\admin-nisel131\Documents\\' - # 'Scan130_scan130_Amine_100x100x300x50_spacecharge4_gamma850_amp_3p3.h5', 'r') - df = h5py.File(file_path, 'r') - # print(df.keys()) - print(df['axes'].keys()) - - axis=[df['axes/ax0'][: ],df['axes/ax1'][: ],df['axes/ax2'][: ],df['axes/ax3'][: ]] - # print(df['binned/BinnedData'].keys()) - data=df['binned/BinnedData'] - - - return axis,data - - def slider_changed(self, value): - sender = self.sender() # Get the slider that emitted the signal - index = self.sliders.index(sender) # Find the index of the slider - # print(index) - - self.slider_labels[index].setText(str(value)) # Update the corresponding label text - - if index in range(0,4): - - self.update_energy(self.slider1[0].value(),self.slider2[0].value(),self.slider3[0].value(), self.slider4[0].value()) - # self.update_line() - if self.xv is not None: - self.xv.remove() - if self.yv is not None: - self.yv.remove() - if self.ph is not None: - self.ph.remove() - - self.xv = self.graphs[1].gca().axvline(x=self.axis[2][self.slider1[0].value()], color='r', linestyle='--') - self.yv = self.graphs[2].gca().axvline(x=self.axis[2][self.slider1[0].value()], color='r', linestyle='--') - self.ph = self.graphs[3].gca().axhline(y=self.axis[2][self.slider1[0].value()], color='r', linestyle='--') - elif index in range(4,8): - - if self.eh is not None: - self.eh.remove() - - self.eh = self.graphs[0].gca().axhline(y=self.axis[0][self.slider1[1].value()], color='r', linestyle='--') - - self.update_y(self.slider1[1].value(), self.slider2[1].value(),self.slider3[1].value(), self.slider4[1].value()) - print('here') - elif index in range (8,12): - if self.ev is not None: - self.ev.remove() - self.ev = self.graphs[0].gca().axvline(x=self.axis[1][self.slider1[2].value()], color='r', linestyle='--') - self.update_x(self.slider1[2].value(), self.slider2[2].value(),self.slider3[2].value(), self.slider4[2].value()) - else: - if self.pxv is not None: - self.pxv.remove() - if self.pyh is not None: - self.pyh.remove() - self.update_point(self.slider1[3].value(), self.slider3[3].value(), self.slider2[3].value(), self.slider4[3].value()) - self.pxv = self.graphs[0].gca().axvline(x=self.axis[1][self.slider1[3].value()], color='b', linestyle='--') - self.pyh = self.graphs[0].gca().axhline(y=self.axis[0][self.slider3[3].value()], color='b', linestyle='--') - -if __name__ == "__main__": - app = QApplication(sys.argv) - window = MainWindow() - window.show() - sys.exit(app.exec_()) diff --git a/tests/Drawwindow.py b/tests/Drawwindow.py deleted file mode 100644 index 77f70fe..0000000 --- a/tests/Drawwindow.py +++ /dev/null @@ -1,173 +0,0 @@ -import sys -import numpy as np -import matplotlib.pyplot as plt -from PyQt5.QtCore import Qt -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QTextEdit, \ - QHBoxLayout, QSizePolicy,QSlider,QLabel -# from k_path_4d_4 import drawKpath - -class DrawWindow(QMainWindow): - def __init__(self,data,s1,s2,s3,s4): - super().__init__() - - # Set the title and size of the main window - self.setWindowTitle("PyQt5 Matplotlib Example") - self.setGeometry(100, 100, 800, 600) - self.data_array=data - print(data['E'][0]) - # Create the main layout - main_layout = QVBoxLayout() - - # Create a widget to hold the layout - widget = QWidget() - widget.setLayout(main_layout) - self.setCentralWidget(widget) - - # Create a horizontal layout for the top row - top_row_layout = QHBoxLayout() - - - # Create top left graph - self.figure1, self.axis1 = plt.subplots() - self.canvas1 = FigureCanvas(self.figure1) - top_row_layout.addWidget(self.canvas1) - - # Create bottom right graph - self.figure2, self.axis2 = plt.subplots() - self.canvas2 = FigureCanvas(self.figure2) - top_row_layout.addWidget(self.canvas2) - - layout = QVBoxLayout() - - slider_layout= QHBoxLayout() - self.slider1 = QSlider(Qt.Horizontal) - self.slider1.setRange(0, len(data['E'].data)) - self.slider1.setValue(s1) - self.slider1_label = QLabel("0") - - self.slider2 = QSlider(Qt.Horizontal) - self.slider2.setRange(0, 10) - self.slider2.setValue(s2) - self.slider2_label = QLabel("0") - - self.slider1.setFixedSize(200, 12) # Change the width and height as needed - self.slider2.setFixedSize(200, 12) # Change the width and height as needed - - slider_layout.addWidget(self.slider1) - slider_layout.addWidget(self.slider1_label) - slider_layout.addWidget(self.slider2) - slider_layout.addWidget(self.slider2_label) - # layout.addLayout(slider_layout) - slider_layout2= QHBoxLayout() - self.slider3 = QSlider(Qt.Horizontal) - self.slider3.setRange(0, 100) - self.slider3.setValue(s3) - self.slider3_label = QLabel("0") - - self.slider4 = QSlider(Qt.Horizontal) - self.slider4.setRange(0, 10) - self.slider4.setValue(s4) - self.slider4_label = QLabel("0") - - self.slider3.setFixedSize(200, 12) # Change the width and height as needed - self.slider4.setFixedSize(200, 12) # Change the width and height as needed - - slider_layout2.addWidget(self.slider3) - slider_layout2.addWidget(self.slider3_label) - slider_layout2.addWidget(self.slider4) - slider_layout2.addWidget(self.slider4_label) - - # layout.addLayout(slider_layout2) - - self.slider1.valueChanged.connect(self.slider1_changed) - self.slider2.valueChanged.connect(self.slider2_changed) - self.slider3.valueChanged.connect(self.slider3_changed) - self.slider4.valueChanged.connect(self.slider4_changed) - - - main_layout.addLayout(top_row_layout) - main_layout.addLayout(slider_layout) - main_layout.addLayout(slider_layout2) - - - # Set size policy for the graph widgets - self.canvas1.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) - self.canvas2.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding) - - self.update_energy(s1, s2, s3, s4) - # self.d=drawKpath(data, axis, fig, ax, ax2, linewidth, slider, N) - - # Plot data - # self.plot_graphs() - # self.update_text_edit_boxes() - - def slider1_changed(self,value): - self.slider1_label.setText(str(value)) - print(value) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - def slider2_changed(self,value): - self.slider2_label.setText(str(value)) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - def slider3_changed(self,value): - self.slider3_label.setText(str(value)) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - def slider4_changed(self,value): - self.slider4_label.setText(str(value)) - # self.plot_graph(self.slider1.value(),self.slider2.value()) - # print(self.slider1.value(),self.slider2.value()) - # self.update_show(self.slider1.value(),self.slider2.value()) - self.update_energy(self.slider1.value(),self.slider2.value() , self.slider3.value(), self.slider4.value()) - - def update_energy(self,Energy,dE,te,dte): - - # self.ce_state=True - E1=self.data_array['E'][Energy].item() - # print(Energy,E1) - E2=self.data_array['E'][Energy+dE].item() - te1=self.data_array['dt'][te].item() - te2=self.data_array['dt'][te+dte].item() - # print(E1,E2,te1) - self.figure1.clear() - ax = self.figure1.add_subplot(111) # Recreate the axis on the figure - self.im=self.data_array.sel(E=slice(E1,E2), dt=slice(te1,te2)).mean(dim=("E", "dt")).plot(ax=ax) - # ax.set_title('Loaded Data') - ax.set_xlabel('X') - ax.set_ylabel('Y') - # self.graphs[0].tight_layout() - self.figure1.canvas.draw() - # self.ev = self.graphs[0].gca().axvline(x=self.axis[0][self.slider1[1].value()], color='r', linestyle='--') - # self.eh = self.graphs[0].gca().axhline(y=self.axis[1][self.slider1[2].value()], color='r', linestyle='--') - - - def plot_graphs(self): - # Plot on the top left graph - x1 = np.linspace(0, 10, 100) - y1 = np.sin(x1) - self.axis1.plot(x1, y1) - self.axis1.set_title('Top Left Graph') - self.axis1.set_xlabel('X') - self.axis1.set_ylabel('Y') - - # Plot on the bottom right graph - x2 = np.linspace(0, 10, 100) - y2 = np.cos(x2) - self.axis2.plot(x2, y2) - self.axis2.set_title('Bottom Right Graph') - self.axis2.set_xlabel('X') - self.axis2.set_ylabel('Y') - - # Update the canvas - self.canvas1.draw() - self.canvas2.draw() - - # def update_text_edit_boxes(self): - # # self.text_edit_top_right.setPlaceholderText("Top Right Text Edit Box") - # self.text_edit_bottom_left.setPlaceholderText("Bottom Left Text Edit Box") - - -if __name__ == "__main__": - app = QApplication(sys.argv) - window = DrawWindow() - window.show() - sys.exit(app.exec_()) diff --git a/tests/additional_window.py b/tests/additional_window.py deleted file mode 100644 index c63c2a1..0000000 --- a/tests/additional_window.py +++ /dev/null @@ -1,473 +0,0 @@ -import sys -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QCheckBox, QAction, QFileDialog, QSlider, QGridLayout,QHBoxLayout, QSizePolicy,QLabel -from PyQt5.QtCore import Qt -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -import matplotlib.pyplot as plt -import numpy as np -import h5py -from matplotlib.widgets import CheckButtons, Button -from matplotlib.patches import Circle -from matplotlib.lines import Line2D - - -from fit_panel6 import MainWindow - -# %matplotlib qt - -class GraphWindow(QMainWindow): - def __init__(self,data,axis,t,dt): - global t_final - super().__init__() - - self.setWindowTitle("Graph Window") - self.setGeometry(100, 100, 800, 600) - - # Create a central widget for the graph - central_widget = QWidget() - self.setCentralWidget(central_widget) - - layout = QVBoxLayout() - central_widget.setLayout(layout) - - self.fig, self.axs = plt.subplots(2,2,figsize=(20,16)) - self.canvas = FigureCanvas(self.fig) - - self.checkbox_e = QCheckBox("Integrate_energy") - self.checkbox_e.stateChanged.connect(self.checkbox_e_changed) - - self.checkbox_k = QCheckBox("Integrate_k") - self.checkbox_k.stateChanged.connect(self.checkbox_k_changed) - - self.checkbox_cursors = QCheckBox("energy_cursors") - self.checkbox_cursors.stateChanged.connect(self.checkbox_cursors_changed) - checkbox_layout= QHBoxLayout() - # Add the canvas to the layout - checkbox_layout.addWidget(self.checkbox_e) - checkbox_layout.addWidget(self.checkbox_k) - layout.addLayout(checkbox_layout) - layout.addWidget(self.canvas) - layout.addWidget(self.checkbox_cursors) - - slider_layout= QHBoxLayout() - self.slider1 = QSlider(Qt.Horizontal) - self.slider1.setRange(0, 100) - self.slider1.setValue(0) - self.slider1_label = QLabel("0") - - self.slider2 = QSlider(Qt.Horizontal) - self.slider2.setRange(0, 10) - self.slider2.setValue(0) - self.slider2_label = QLabel("0") - - self.slider1.setFixedSize(200, 12) # Change the width and height as needed - self.slider2.setFixedSize(200, 12) # Change the width and height as needed - - slider_layout.addWidget(self.slider1) - slider_layout.addWidget(self.slider1_label) - slider_layout.addWidget(self.slider2) - slider_layout.addWidget(self.slider2_label) - layout.addLayout(slider_layout) - # Create a layout for the central widget - self.active_cursor = None - self.cursorlinev1=1 - self.cursorlinev2=0 - # self.v1_pixel=None - # self.v2_pixel=None - self.Line1=None - self.Line2=None - self.square_artists = [] # To store the artists representing the dots - self.square_coords = [(0, 0), (0, 0)] # To store the coordinates of the dots - self.square_count = 0 # To keep track of the number of dots drawn - - - self.cid_press2= None - self.line_artists=[] - self.cid_press3 = None - self.cid_press4 = None - self.cid_press = None - - # Create a figure and canvas for the graph - - self.data_o=data - self.axis=axis - self.dt=dt - self.datae=np.zeros((len(self.axis[0]),len(self.axis[1]))) - # Plot data - self.plot_graph(t,dt) - self.ssshow(t,dt) - self.slider1.setRange(0,len(self.axis[2])-1) - self.plot=np.zeros_like(self.data[1,:]) - - self.slider1.valueChanged.connect(self.slider1_changed) - self.slider2.valueChanged.connect(self.slider2_changed) - t_final=self.axis[2].shape[0] - - - fit_panel_action = QAction('Fit_Panel',self) - fit_panel_action.triggered.connect(self.fit_panel) - - menu_bar = self.menuBar() - - # Create a 'Graph' menu - - graph_menu1 = menu_bar.addMenu("Fit Panel") - - graph_menu1.addAction(fit_panel_action) - - # Add the actions to the menu - - self.graph_windows=[] - self.t=t - - def slider1_changed(self,value): - self.slider1_label.setText(str(value)) - self.plot_graph(self.slider1.value(),self.slider2.value()) - # print(self.slider1.value(),self.slider2.value()) - self.update_show(self.slider1.value(),self.slider2.value()) - self.t=self.slider1.value() - # self.us() - # update_show(self.slider1.value(),self.slider2.value()) - def slider2_changed(self,value): - self.slider2_label.setText(str(value)) - self.plot_graph(self.slider1.value(),self.slider2.value()) - self.update_show(self.slider1.value(),self.slider2.value()) - self.dt=self.slider2.value() - # self.ssshow(self.slider1.value(),self.slider2.value()).update_show() - # self.us() - # update_show(self.slider1.value(),self.slider2.value()) - def checkbox_e_changed(self, state): - if state == Qt.Checked: - # print("Checkbox is checked") - self.integrate_E() - else: - # print("Checkbox is unchecked") - self.update_show(self.slider1.value(),self.slider2.value()) - def checkbox_k_changed(self, state): - if state == Qt.Checked: - # print("Checkbox is checked") - self.integrate_k() - else: - # print("Checkbox is unchecked") - self.update_show(self.slider1.value(),self.slider2.value()) - def checkbox_cursors_changed(self, state): - if state == Qt.Checked: - self.put_cursors() - # self.integrate_k() - else: - # print("Checkbox is unchecked") - self.remove_cursors() - def plot_graph(self,t,dt): - # Plot on the graph - x = [1, 2, 3, 4, 5] - y = [2, 3, 5, 7, 11] - self.data=np.zeros((len(self.axis[0]),len(self.axis[1]))) - # self.ax.plot(x, y) - for i in range (t,t+dt+1): - self.data+= self.data_o[:,:,i] - - self.axs[0,0].imshow(self.data, extent=[self.axis[1][0], self.axis[1][-1], self.axis[0][0], self.axis[0][-1]], origin='lower', cmap='viridis',aspect='auto') - self.axs[0,0].set_title('Sample Graph') - self.axs[0,0].set_xlabel('X') - self.axs[0,0].set_ylabel('Y') - self.fig.tight_layout() - self.canvas.draw() - - def fit_panel(self,event): - print('forfit',len(self.plot),'axis',len(self.axis)) - graph_window= MainWindow( self.data_o, self.axis,self.square_coords[0][1], self.square_coords[1][1],self.t,self.dt) - graph_window.show() - self.graph_windows.append(graph_window) - - def lz_fit(self, event): - two_lz_fit(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt,self.a).fit() - def fit(self, event): - fit_4d(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt).fit() - def fit_FD(self, event): - fit_FD(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt).fit() - def fit_FD_conv(self, event): - # print('ax0test=',self.ax[0]) - # print('ax1test=',self.ax[1]) - - fit_FD_lor_conv(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt).fit() - def fit_FD_conv_2(self, event): - - f=fit_FD_conv(self.data_o, self.axis, self.square_coords[0][1], self.square_coords[1][1], 0, t_final, self.v1_pixel, self.v2_pixel,self.dt) - f.show() - def ssshow(self,t,dt): - def test(self): - print('whatever test') - print('show is running') - c= self.data.shape[1]// 10 ** (len(str(self.data.shape[1])) - 1) - - def put_cursors(): - self.Line1=axe.axvline(x=self.cursorlinev1, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - self.Line2=axe.axvline(x=self.cursorlinev2, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - plt.draw() - self.fig.canvas.draw() - def remove_cursors(): - self.Line1.remove() - self.Line2.remove() - plt.draw() - self.fig.canvas.draw() - - - def integrate_E(): - self.plote=np.zeros_like(self.data[1,:]) - self.axs[1,0].clear() - plt.draw() - x_min = int(min(self.square_coords[1][1], self.square_coords[0][1])) - x_max = int(max(self.square_coords[1][1], self.square_coords[0][1])) + 1 - for i in range(x_min, x_max): - self.plote += self.data[i, :] - # if self.square_coords[1][1]self.square_coords[0][1]: - # for i in range(self.square_coords[0][1],self.square_coords[1][1]+1): - # self.plot+=self.data[i,:] - # else: - # self.plot+=self.data[self.square_coords[0][1],:] - - self.axs[1, 0].plot(self.axis[1][:],self.plote/abs(self.square_coords[0][1]-self.square_coords[1][1]),color='red') - - # save_data(self.axis[1], plot/abs(self.square_coords[0][1]-self.square_coords[1][1]),"EDC_time="+str(slider_t.val)+"_", [0.42,0.46],self.fig) - def integrate_k(): - self.plotk=np.zeros_like(self.data[:,1]) - self.axs[0,1].clear() - plt.draw() - x_min = int(min(self.square_coords[0][0], self.square_coords[1][0])) - x_max = int(max(self.square_coords[0][0], self.square_coords[1][0])) + 1 - for i in range(x_min, x_max): - self.plotk += self.data[:, i] - # if self.square_coords[0][0]0: - self.i-=1 - # self.mod= - # print('removal') - current_row_count = self.table_widget.rowCount() - print(current_row_count) - sig = inspect.signature(self.function_list[-1]) - params = sig.parameters - - for p in range(len(params)): - # print('p=',p) - # print('count=',current_row_count-1-p) - self.table_widget.removeRow(current_row_count-1-p) - - self.function_list.remove(self.function_list[-1]) - self.function_names_list.remove(self.function_names_list[-1]) - self.update_equation() - - def button_add_clicked(self): - # print(self.cursor_handler.cursors()) - def zero(x): - return 0 - - - self.i+=1 - self.function_list.append(self.function_selected) - self.function_names_list.append(self.list_widget.currentItem().text()) - - print('the list=',self.function_list,'iten',self.function_list[0]) - print('listlength=',len(self.function_list)) - j=0 - for p in self.function_list: - # j=0 - print('j==',j) - current_function=Model(p,prefix='f'+str(j)+'_') - j+=1 - - - current_row_count = self.table_widget.rowCount() - - self.table_widget.insertRow(current_row_count) - # self.table_widget.setVerticalHeaderLabels([self.list_widget.currentItem().text()]) - new_row_name = QTableWidgetItem(self.list_widget.currentItem().text()) - self.table_widget.setVerticalHeaderItem(current_row_count, new_row_name) - for col in range(4): - item = QTableWidgetItem('') - item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable - self.table_widget.setItem(current_row_count, col, item) - item.setBackground(QBrush(QColor('grey'))) - c=current_row_count - # self.table_widget.insertRow(1) - # self.table_widget.insertRow(2) - for p in range(len(current_function.param_names)): - # c+=1 - # print(c+p+1) - self.table_widget.insertRow(c+p+1) - print(current_function.param_names[p]) - new_row_name = QTableWidgetItem(current_function.param_names[p]) - self.table_widget.setVerticalHeaderItem(c+p+1, new_row_name) - checkbox_widget = QWidget() - checkbox_layout = QHBoxLayout() - checkbox_layout.setAlignment(Qt.AlignCenter) - checkbox = QCheckBox() - # checkbox.stateChanged.connect(self.handle_checkbox_state_change) - checkbox.stateChanged.connect(lambda state, row=c + p + 1: self.handle_checkbox_state_change(state, row)) - checkbox_layout.addWidget(checkbox) - checkbox_widget.setLayout(checkbox_layout) - self.table_widget.setCellWidget(c+p+1, 3, checkbox_widget) - # self.table_widget.setVerticalHeaderLabels([Model(self.function_selected).param_names[p]]) - # print(self.Mod.param_names) - # params['A'].set(value=1.35, vary=True, expr='') - - self.update_equation() - # print(self.params) - - def update_equation(self): - self.equation='' - print('names',self.function_names_list) - for j,n in enumerate(self.function_names_list): - if len(self.function_names_list)==1: - self.equation= n - else: - if j==0: - self.equation= n - else: - self.equation+= '+' + n - if self.FD_state: - self.equation= '('+ self.equation+ ')* Fermi_Dirac' - self.text_equation.setPlainText(self.equation) - print('equation',self.equation) - - - def table_item_changed(self, item): - print(f"Table cell changed at ({item.row()}, {item.column()}): {item.text()}") - header_item = self.table_widget.verticalHeaderItem(item.row()) - # print(header_item.text()) - print('theeeeeeitem=',item.text()) - - def handle_checkbox_state_change(self,state,row): - if state == Qt.Checked: - print("Checkbox is checked") - print(row) - header_item = self.table_widget.verticalHeaderItem(row) - # self.params[header_item.text()].vary = False - - else: - print("Checkbox is unchecked") - header_item = self.table_widget.verticalHeaderItem(row) - # self.params[header_item.text()].vary = True - def fit(self): - - def zero(x): - return 0 - self.mod= Model(zero) - j=0 - for f in self.function_list: - self.mod+=Model(f,prefix='f'+str(j)+'_') - j+=1 - if self.FD_state == True: - self.mod= self.mod* Model(self.fermi_dirac) - if self.CV_state == True: - # self.mod=CompositeModel(self.mod, Model(self.gaussian_conv), self.convolve) - self.mod=CompositeModel(self.mod, Model(self.gaussian_conv), self.convolve) - # self.mod=CompositeModel(Model(self.jump), Model(gaussian), self.convolve) - - m1=make_model(self.mod, self.table_widget) - self.mod=m1.current_model() - # self.mod = CompositeModel(m1.current_model(), Model(gaussian), self.convolve) - self.params=m1.current_params() - # self.params=self.mod.make_params() - cursors= self.cursor_handler.cursors() - self.x_f=self.x[cursors[0]:cursors[1]] - self.y_f=self.y[cursors[0]:cursors[1]] - print(self.params) - # params['b'].set(value=0, vary=True, expr='') - # out = mod.fit(self.data[:,1], params, x=self.data[:,0],method='nelder') - out = self.mod.fit(self.y_f, self.params, x=self.x_f) - # dely = out.eval_uncertainty(sigma=3) - print(out.fit_report(min_correl=0.25)) - self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') - # self.axis.plot(self.x_f,1e5*self.gaussian_conv(self.x_f,out.best_values['sigma'])) - def fit_all(self): - self.fit_results=[] - def zero(x): - return 0 - self.mod= Model(zero) - j=0 - for f in self.function_list: - self.mod+=Model(f,prefix='f'+str(j)+'_') - j+=1 - if self.FD_state == True: - self.mod= self.mod* Model(self.fermi_dirac) - if self.CV_state == True: - # self.mod=CompositeModel(self.mod, Model(self.gaussian_conv), self.convolve) - self.mod=CompositeModel(self.mod, Model(self.gaussian_conv), self.convolve) - m1=make_model(self.mod, self.table_widget) - self.mod=m1.current_model() - self.params=m1.current_params() - for pname, par in self.params.items(): - print('the paramsnames or',pname, par) - setattr(self, pname, np.zeros((len(self.axs[2])))) - # self.pname=np.zeros((len(self.axs[2]))) - cursors= self.cursor_handler.cursors() - for i in range(len(self.axs[2])-self.dt): - self.y=np.zeros((self.data_t.shape[0])) - for j in range (self.dt+1): - self.y+= self.data_t[:,i+j] - self.x_f=self.x[cursors[0]:cursors[1]] - self.y_f=self.y[cursors[0]:cursors[1]] - # print(self.params) - # params['b'].set(value=0, vary=True, expr='') - # out = mod.fit(self.data[:,1], params, x=self.data[:,0],method='nelder') - self.axis.clear() - out = self.mod.fit(self.y_f, self.params, x=self.x_f) - # dely = out.eval_uncertainty(sigma=3) - # print(out.fit_report(min_correl=0.25)) - self.axis.plot(self.x,self.y, 'bo', label='Data') - self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') - for pname, par in self.params.items(): - array=getattr(self, pname) - array[i]=out.best_values[pname] - setattr(self, pname,array) - if self.dt>0: - self.axs[2]=self.axs[2][:-self.dt] - for pname, par in self.params.items(): - self.fit_results.append(getattr(self, pname)[:-self.dt]) - else: - for pname, par in self.params.items(): - self.fit_results.append(getattr(self, pname)) - print('fit_results',len(self.fit_results)) - print('thelengthis=',self.fit_results[0].shape) - - - sg=showgraphs(self.axs[2], self.fit_results) - sg.show() - self.graph_windows.append(sg) - # pname='T' - # print(getattr(self, pname)) - # out.best_values['A1'] - # self.axis.clear() - -if __name__ == "__main__": - app = QApplication(sys.argv) - window = MainWindow() - window.show() - sys.exit(app.exec_()) diff --git a/tests/fit_panel_signle_test.py b/tests/fit_panel_signle_test.py deleted file mode 100644 index 1213d66..0000000 --- a/tests/fit_panel_signle_test.py +++ /dev/null @@ -1,577 +0,0 @@ -import sys -from PyQt5.QtGui import QBrush, QColor -from PyQt5.QtWidgets import QTextEdit, QLineEdit,QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, QWidget, QSlider, QLabel, QAction, QCheckBox, QPushButton, QListWidget, QTableWidget, QTableWidgetItem, QTableWidget, QCheckBox, QSplitter -from PyQt5.QtCore import Qt -from PyQt5.QtWidgets import QTableWidgetItem, QHBoxLayout, QCheckBox, QWidget -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -import matplotlib.pyplot as plt -from scipy.optimize import curve_fit -import numpy as np -from lmfit.models import ExpressionModel,Model -from lmfit import CompositeModel, Model -from lmfit.lineshapes import gaussian, step -import inspect -from mpes_tools.movable_vertical_cursors_graph import MovableCursors -from mpes_tools.make_model import make_model -from mpes_tools.graphs import showgraphs -from numpy import loadtxt -import xarray as xr - - -class fit_panel_single(QMainWindow): - def __init__(self): - super().__init__() - - self.setWindowTitle("Main Window") - self.setGeometry(100, 100, 1500, 800) - - # Create a menu bar - menu_bar = self.menuBar() - - # Create a 'View' menu - view_menu = menu_bar.addMenu("View") - - # Create actions for showing and hiding the graph window - clear_graph_action = QAction("Show Graph", self) - clear_graph_action.triggered.connect(self.clear_graph_window) - view_menu.addAction(clear_graph_action) - - # Store references to graph windows to prevent garbage collection - self.graph_windows = [] - - # Create a central widget - central_widget = QWidget() - self.setCentralWidget(central_widget) - - # Create a layout for the central widget - layout = QHBoxLayout() - central_widget.setLayout(layout) - - # Create a splitter for two panels - splitter = QSplitter(Qt.Horizontal) - - # Create a left panel widget and its layout - left_panel = QWidget() - left_layout = QVBoxLayout() - left_panel.setLayout(left_layout) - - # Create a right panel widget and its layout - right_panel = QWidget() - right_layout = QVBoxLayout() - right_panel.setLayout(right_layout) - - # Add the panels to the splitter - splitter.addWidget(left_panel) - splitter.addWidget(right_panel) - - self.figure, self.axis = plt.subplots() - plt.close(self.figure) - self.canvas = FigureCanvas(self.figure) - # Create two checkboxes - self.checkbox0 = QCheckBox("Cursors") - self.checkbox0.stateChanged.connect(self.checkbox0_changed) - - - # Create two checkboxes - self.checkbox1 = QCheckBox("Multiply with Fermi Dirac") - self.checkbox1.stateChanged.connect(self.checkbox1_changed) - - self.checkbox2 = QCheckBox("Convolve with a Gaussian") - self.checkbox2.stateChanged.connect(self.checkbox2_changed) - - self.checkbox3 = QCheckBox("add background offset") - self.checkbox3.stateChanged.connect(self.checkbox3_changed) - - - self.guess_button = QPushButton("Guess") - self.guess_button.clicked.connect(self.button_guess_clicked) - - bigger_layout = QVBoxLayout() - bigger_layout.addWidget(self.guess_button) - # Create a QListWidget - self.list_widget = QListWidget() - self.list_widget.addItems(["linear","Lorentz", "Gauss", "sinusoid","constant","jump"]) - self.list_widget.setMaximumSize(120,150) - self.list_widget.itemClicked.connect(self.item_selected) - - self.add_button = QPushButton("add") - self.add_button.clicked.connect(self.button_add_clicked) - - self.remove_button = QPushButton("remove") - self.remove_button.clicked.connect(self.button_remove_clicked) - - - self.graph_button = QPushButton("clear graph") - self.graph_button.clicked.connect(self.clear_graph_window) - - self.fit_button = QPushButton("Fit") - self.fit_button.clicked.connect(self.fit) - - - - left_buttons=QVBoxLayout() - left_sublayout=QHBoxLayout() - - left_buttons.addWidget(self.add_button) - left_buttons.addWidget(self.remove_button) - left_buttons.addWidget(self.graph_button) - left_buttons.addWidget(self.fit_button) - - - left_sublayout.addWidget(self.list_widget) - left_sublayout.addLayout(left_buttons) - - # Add widgets to the left layout - left_layout.addWidget(self.canvas) - left_layout.addWidget(self.checkbox0) - left_layout.addLayout(left_sublayout) - - - self.text_equation = QTextEdit() - # self.text_equation.setMinimumSize(50, 50) # Set minimum size - self.text_equation.setMaximumSize(500, 30) # Set maximum size - - # Create a table widget for the right panel - self.table_widget = QTableWidget(0, 4) # 6 rows and 4 columns (including the special row) - self.table_widget.setHorizontalHeaderLabels(['min', 'value', 'max', 'fix']) - # self.table_widget.setVerticalHeaderLabels(['Row 1', 'The ROW', 'Row 2', 'Row 3', 'Row 4', 'Row 5']) - self.table_widget.itemChanged.connect(self.table_item_changed) - self.table_widget.setMaximumSize(700,500) - # Add checkboxes to the last column of the table, except for the special row - for row in range(6): - if row != 1: # Skip 'The ROW' - checkbox_widget = QWidget() - checkbox_layout = QHBoxLayout() - checkbox_layout.setAlignment(Qt.AlignCenter) - checkbox = QCheckBox() - checkbox_layout.addWidget(checkbox) - checkbox_widget.setLayout(checkbox_layout) - self.table_widget.setCellWidget(row, 3, checkbox_widget) - - # Set 'The ROW' with uneditable empty cells - for col in range(4): - # if col == 3: # Skip the checkbox column for 'The ROW' - # continue - item = QTableWidgetItem('') - item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable - self.table_widget.setItem(1, col, item) - - # Add the table to the right layout - checkboxes=QVBoxLayout() - top_lay = QHBoxLayout() - above_table=QVBoxLayout() - checkboxes.addWidget(self.checkbox1) - checkboxes.addWidget(self.checkbox2) - checkboxes.addWidget(self.checkbox3) - top_lay.addWidget(self.text_equation) - top_lay.addLayout(checkboxes) - above_table.addLayout(top_lay) - above_table.addLayout(bigger_layout) - right_layout.addLayout(above_table) - right_layout.addWidget(self.table_widget) - - # Add the splitter to the main layout - layout.addWidget(splitter) - def zero(x): - return 0 - self.equation= None - self.mod= Model(zero) - self.total_function=zero - self.function_before_Fermi= zero - self.function_before_convoluted= zero - self.update_text_edit_boxes() - self.i=0 - - self.function_list=[] - self.function_names_list=[] - self.cursor_handler = None - self.FD_state = False - self.CV_state = False - self.t0_state = False - self.offset_state = False - # self.data=data - # self.y=data - # self.dim=self.data.dims[0] - self.dim='delay' - self.plot_graph() - - - def plot_graph(self): - self.axis.clear() - data= loadtxt('//nap33/wahada/data_CVS_new/11626/vhs3/position2025-03-13_173331.txt') - dim= self.dim - title='peak' - self.y = xr.DataArray( - data=data[:,1], - dims=[dim], # e.g., 'energy', 'time', etc. - coords={dim: data[:,0]}, - name=title # Optional: give it a name (like the plot title) - ) - self.y.plot(ax=self.axis) - if self.checkbox0.isChecked(): - if self.cursor_handler is None: - self.cursor_handler = MovableCursors(self.axis) - else: - self.cursor_handler.redraw() - self.figure.tight_layout() - self.canvas.draw() - def update_text_edit_boxes(self): - self.text_equation.setPlaceholderText("Top Right Text Edit Box") - - def offset_function (self,x,offset): - return 0*x+offset - def constant (self,x,A): - return 0*x+A - def linear (self,x,a,b): - return a*x+b - def lorentzian(self,x, A, x0, gamma): - c=0.0000 - return A / (1 + ((x - x0) / (gamma+c)) ** 2) - def fermi_dirac(self,x, mu, T): - kb = 8.617333262145 * 10**(-5) # Boltzmann constant in eV/K - return 1 / (1 + np.exp((x - mu) / (kb * T))) - def gaussian(self,x,A, x0, gamma): - return A* np.exp(-(x -x0)**2 / (2 * gamma**2)) - def gaussian_conv(self,x,sigma): - return np.exp(-(x)**2 / (2 * sigma**2)) - def jump(self,x, mid): - """Heaviside step function.""" - o = np.zeros(x.size) - imid = max(np.where(x <= mid)[0]) - o[imid:] = 1.0 - return o - def jump2(self,x, mid,Amp): - """Heaviside step function.""" - o = np.zeros(x.size) - imid = max(np.where(x <= mid)[0]) - o[:imid] = Amp - return o - - def centered_kernel(self,x, sigma): - mean = x.mean() - return np.exp(-(x-mean)**2/(2*sigma/2.3548200)**2) - - def convolve(self,arr, kernel): - """Simple convolution of two arrays.""" - npts = min(arr.size, kernel.size) - pad = np.ones(npts) - tmp = np.concatenate((pad*arr[0], arr, pad*arr[-1])) - out = np.convolve(tmp, kernel/kernel.sum(), mode='valid') - noff = int((len(out) - npts) / 2) - return out[noff:noff+npts] - - - def convolution(x, func, *args, sigma=1.0): - N = 20 # Assuming N is intended to be a local variable here - x_step = x[1] - x[0] - - # Create the shifted input signal 'y' for convolution - y = np.zeros(N + len(x)) - for i in range(N): - y[i] = x[0] - (N - i) * x_step - y[N:] = x # Append the original signal x to y - - # Create the Gaussian kernel - x_gauss = np.linspace(-0.5, 0.5, len(x)) - gaussian_values = np.exp(-0.5 * (x_gauss / sigma)**2) / (sigma * np.sqrt(2 * np.pi)) - - # Evaluate the function values with parameters - function_values = func(x, *args) - - # Perform convolution - convolution_result = np.convolve(function_values, gaussian_values, mode='same') - - return convolution_result[N-1:-1] - - - def clear_graph_window(self): - self.axis.clear() - self.plot_graph() - - def checkbox0_changed(self, state): - if state == Qt.Checked: - if self.cursor_handler is None: - self.cursor_handler = MovableCursors(self.axis) - self.canvas.draw() - else: - self.cursor_handler.redraw() - else: - self.cursor_handler.remove() - - def checkbox1_changed(self, state): - if self.CV_state== True: - pos=2 - else: - pos=0 - if state == Qt.Checked: - self.FD_state = True - self.update_equation() - self.table_widget.insertRow(pos) - label_item = QTableWidgetItem("Fermi") - self.table_widget.setVerticalHeaderItem(pos, label_item) - for col in range(4): - item = QTableWidgetItem('') - item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable - self.table_widget.setItem(pos, col, item) - item.setBackground(QBrush(QColor('grey'))) - c=self.table_widget.rowCount() - self.table_widget.insertRow(pos+1) - label_item1 = QTableWidgetItem("Fermi level") - checkbox_widget = QWidget() - checkbox_layout = QHBoxLayout() - checkbox_layout.setAlignment(Qt.AlignCenter) - checkbox = QCheckBox() - checkbox.stateChanged.connect(lambda state, row= pos+1: self.handle_checkbox_state_change(state, row)) - # print('thecount',c+1) - checkbox_layout.addWidget(checkbox) - checkbox_widget.setLayout(checkbox_layout) - self.table_widget.setCellWidget(pos+1, 3, checkbox_widget) - self.table_widget.setVerticalHeaderItem(pos+1, label_item1) - - self.table_widget.insertRow(pos+2) - label_item2 = QTableWidgetItem("Temperature") - checkbox_widget = QWidget() - checkbox_layout = QHBoxLayout() - checkbox_layout.setAlignment(Qt.AlignCenter) - checkbox = QCheckBox() - checkbox.stateChanged.connect(lambda state, row= pos+2: self.handle_checkbox_state_change(state, row)) - checkbox_layout.addWidget(checkbox) - checkbox_widget.setLayout(checkbox_layout) - self.table_widget.setCellWidget(pos+2, 3, checkbox_widget) - self.table_widget.setVerticalHeaderItem(pos+2, label_item2) - else: - self.FD_state = False - self.update_equation() - # print("Checkbox 1 is unchecked") - - self.table_widget.removeRow(pos) - self.table_widget.removeRow(pos) - self.table_widget.removeRow(pos) - - def checkbox2_changed(self, state): - if state == Qt.Checked: - self.CV_state = True - - self.update_equation() - - self.table_widget.insertRow(0) - label_item = QTableWidgetItem("Convolution") - self.table_widget.setVerticalHeaderItem(0, label_item) - # self.table_widget.setVerticalHeaderItem(0, new_row_name) - for col in range(4): - item = QTableWidgetItem('') - item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable - self.table_widget.setItem(0, col, item) - item.setBackground(QBrush(QColor('grey'))) - - self.table_widget.insertRow(1) - label_item1 = QTableWidgetItem("sigma") - checkbox_widget = QWidget() - checkbox_layout = QHBoxLayout() - checkbox_layout.setAlignment(Qt.AlignCenter) - checkbox = QCheckBox() - checkbox.stateChanged.connect(lambda state, row= 1: self.handle_checkbox_state_change(state, row)) - checkbox_layout.addWidget(checkbox) - checkbox_widget.setLayout(checkbox_layout) - self.table_widget.setCellWidget(1, 3, checkbox_widget) - self.table_widget.setVerticalHeaderItem(1, label_item1) - - else: - self.CV_state = False - self.update_equation() - # print("Checkbox 1 is unchecked") - - self.table_widget.removeRow(0) - self.table_widget.removeRow(0) - def checkbox3_changed(self, state): - if state == Qt.Checked: - self.offset_state=True - else: - self.offset_state=False - - def item_selected(self, item): - # print(f"Selected: {item.text()}") - if item.text() == 'Lorentz': - self.function_selected = self.lorentzian - elif item.text() == 'Gauss': - self.function_selected = self.gaussian - elif item.text()=='linear': - self.function_selected =self.linear - elif item.text()=='constant': - self.function_selected =self.constant - elif item.text()=='jump': - self.function_selected =self.jump2 - - def button_guess_clicked(self): - cursors= self.cursor_handler.cursors() - self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) - self.x_f=self.y_f[self.dim] - max_value= self.y_f.data.max() - min_value= self.y_f.data.min() - mean_value= self.y_f.data.mean() - max_arg=self.y_f.data.argmax() - # print(self.x_f[max_arg].item()) - for row in range(self.table_widget.rowCount()): - header_item = self.table_widget.verticalHeaderItem(row) - if "A" in header_item.text(): - self.params[header_item.text()].set(value=max_value) - item = QTableWidgetItem(str(max_value)) - self.table_widget.setItem(row, 1, item) - elif "x0" in header_item.text(): - self.params[header_item.text()].set(value=self.x_f[max_arg].item()) - item = QTableWidgetItem(str(self.x_f[max_arg].item())) - self.table_widget.setItem(row, 1, item) - elif "gamma" in header_item.text(): - self.params[header_item.text()].set(value=0.2) - item = QTableWidgetItem(str(0.2)) - self.table_widget.setItem(row, 1, item) - - - - def button_remove_clicked(self): - if self.i>0: - self.i-=1 - current_row_count = self.table_widget.rowCount() - sig = inspect.signature(self.function_list[-1]) - params = sig.parameters - - for p in range(len(params)): - self.table_widget.removeRow(current_row_count-1-p) - - self.function_list.remove(self.function_list[-1]) - self.function_names_list.remove(self.function_names_list[-1]) - self.update_equation() - self.create() - - def button_add_clicked(self): - def zero(x): - return 0 - - - self.i+=1 - self.function_list.append(self.function_selected) - self.function_names_list.append(self.list_widget.currentItem().text()) - j=0 - for p in self.function_list: - current_function=Model(p,prefix='f'+str(j)+'_') - j+=1 - - - current_row_count = self.table_widget.rowCount() - - self.table_widget.insertRow(current_row_count) - new_row_name = QTableWidgetItem(self.list_widget.currentItem().text()) - self.table_widget.setVerticalHeaderItem(current_row_count, new_row_name) - for col in range(4): - item = QTableWidgetItem('') - item.setFlags(Qt.ItemIsEnabled) # Make cell uneditable - self.table_widget.setItem(current_row_count, col, item) - item.setBackground(QBrush(QColor('grey'))) - c=current_row_count - for p in range(len(current_function.param_names)): - - self.table_widget.insertRow(c+p+1) - # print(current_function.param_names[p]) - new_row_name = QTableWidgetItem(current_function.param_names[p]) - self.table_widget.setVerticalHeaderItem(c+p+1, new_row_name) - checkbox_widget = QWidget() - checkbox_layout = QHBoxLayout() - checkbox_layout.setAlignment(Qt.AlignCenter) - checkbox = QCheckBox() - checkbox.stateChanged.connect(lambda state, row=c + p + 1: self.handle_checkbox_state_change(state, row)) - checkbox_layout.addWidget(checkbox) - checkbox_widget.setLayout(checkbox_layout) - self.table_widget.setCellWidget(c+p+1, 3, checkbox_widget) - - self.update_equation() - self.create() - - def update_equation(self): - self.equation='' - # print('names',self.function_names_list) - for j,n in enumerate(self.function_names_list): - if len(self.function_names_list)==1: - self.equation= n - else: - if j==0: - self.equation= n - else: - self.equation+= '+' + n - if self.FD_state: - self.equation= '('+ self.equation+ ')* Fermi_Dirac' - self.text_equation.setPlainText(self.equation) - # print('equation',self.equation) - - - def table_item_changed(self, item): - # print(f"Table cell changed at ({item.row()}, {item.column()}): {item.text()}") - header_item = self.table_widget.verticalHeaderItem(item.row()) - # print('theeeeeeitem=',item.text()) - - def handle_checkbox_state_change(self,state,row): - if state == Qt.Checked: - header_item = self.table_widget.verticalHeaderItem(row) - - else: - header_item = self.table_widget.verticalHeaderItem(row) - def create(self): - def zero(x): - return 0 - cursors= self.cursor_handler.cursors() - self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) - self.x_f=self.y_f[self.dim] - # print(self.y_f) - if self.offset_state==True: - self.params['offset'].set(value=self.y_f.data.min()) - list_axis=[[self.y[self.dim]],[self.x_f]] - self.mod= Model(zero) - j=0 - for f in self.function_list: - self.mod+=Model(f,prefix='f'+str(j)+'_') - j+=1 - if self.FD_state == True: - self.mod= self.mod* Model(self.fermi_dirac) - if self.CV_state == True: - self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) - if self.offset_state==True: - self.mod= self.mod+Model(self.offset_function) - m1=make_model(self.mod, self.table_widget) - self.mod=m1.current_model() - self.params=m1.current_params() - def fit(self): - - def zero(x): - return 0 - self.mod= Model(zero) - cursors= self.cursor_handler.cursors() - j=0 - for f in self.function_list: - self.mod+=Model(f,prefix='f'+str(j)+'_') - j+=1 - if self.FD_state == True: - self.mod= self.mod* Model(self.fermi_dirac) - if self.CV_state == True: - self.mod = CompositeModel(self.mod, Model(self.centered_kernel), self.convolve) - if self.offset_state==True: - self.mod= self.mod+Model(self.offset_function) - m1=make_model(self.mod, self.table_widget) - self.mod=m1.current_model() - self.params=m1.current_params() - self.y_f=self.y.isel({self.dim:slice(cursors[0], cursors[1])}) - self.x_f=self.y_f[self.dim] - if self.offset_state==True: - self.params['offset'].set(value=self.y_f.data.min()) - # print(self.params) - out = self.mod.fit(self.y_f, self.params, x=self.x_f) - print(out.fit_report(min_correl=0.25)) - self.axis.plot(self.x_f,out.best_fit,color='red',label='fit') - self.figure.tight_layout() - self.canvas.draw() - - - -if __name__ == "__main__": - app = QApplication(sys.argv) - window = fit_panel_single() - window.show() - sys.exit(app.exec_()) diff --git a/tests/graphs2.py b/tests/graphs2.py deleted file mode 100644 index 7b50216..0000000 --- a/tests/graphs2.py +++ /dev/null @@ -1,80 +0,0 @@ -import sys -import numpy as np -from PyQt5.QtWidgets import QApplication, QMainWindow, QVBoxLayout, QWidget, QPushButton, QGridLayout -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -import matplotlib.pyplot as plt - -class showgraphs(QMainWindow): - def __init__(self, x, y_arrays): - super().__init__() - self.setWindowTitle("Multiple Array Plots") - self.setGeometry(100, 100, 800, 600) - - # Store x and y data - self.x = x - self.y_arrays = y_arrays - self.num_plots = len(y_arrays) - - # Create a central widget and layout - central_widget = QWidget(self) - self.setCentralWidget(central_widget) - layout = QGridLayout(central_widget) - - # Create and add buttons and plots for each y array in a 3x3 layout - for i, y in enumerate(y_arrays): - # Create a button to show the plot in a new window - button = QPushButton(f"Show Plot {i+1}") - button.setFixedSize(80, 30) # Set a fixed size for the button - button.clicked.connect(lambda checked, y=y, index=i+1: self.show_plot(y, index)) - - # Calculate grid position - row = (i // 3) * 2 # Each function will take 2 rows: one for the plot, one for the button - col = i % 3 - - # Add the plot canvas to the grid - layout.addWidget(self.create_plot_widget(y, f"Plot {i+1}"), row, col) # Plot in a 3x3 grid - layout.addWidget(button, row + 1, col) # Button directly below the corresponding plot - - def create_plot_widget(self, y, title): - """Creates a plot widget for displaying a function.""" - figure, ax = plt.subplots() - ax.plot(self.x, y) - ax.set_title(title) - ax.grid(True) - ax.set_xlabel('x') - ax.set_ylabel('y') - - # Create a FigureCanvas to embed in the Qt layout - canvas = FigureCanvas(figure) - return canvas # Return the canvas so it can be used in the layout - - def show_plot(self, y, index): - """Show the plot in a new window.""" - figure, ax = plt.subplots() - ax.plot(self.x, y) - ax.set_title(f"Plot {index}") - ax.grid(True) - ax.set_xlabel('x') - ax.set_ylabel('y') - plt.show() # Show the figure in a new window - -if __name__ == "__main__": - app = QApplication(sys.argv) - - # # Example data: Define x and multiple y arrays - # x = np.linspace(-10, 10, 400) - # y_arrays = [ - # np.sin(x), - # np.cos(x), - # np.tan(x), - # np.exp(x / 10), - # x**2, - # x**3, - # np.abs(x), - # np.log(x + 11), # Shift to avoid log(0) - # np.sqrt(x + 11) # Shift to avoid sqrt of negative - # ] - - main_window = showgraphs() - main_window.show() - sys.exit(app.exec_()) diff --git a/tests/h5toxarray.py b/tests/h5toxarray.py deleted file mode 100644 index ff6065f..0000000 --- a/tests/h5toxarray.py +++ /dev/null @@ -1,55 +0,0 @@ -import h5py -import numpy as np -import xarray as xr - - -class h5toxarray_loader(): - def __init__(self, df): - - if len(list(df['binned'].keys()))>1: - first_key = sorted(df['binned'].keys(), key=lambda x: int(x[1:]))[0] - data_shape = df['binned/' + first_key][:].shape - self.M = np.empty((data_shape[0], data_shape[1], data_shape[2], len(df['binned']))) - axis=[] - for idx, v in enumerate(sorted(df['binned'].keys(), key=lambda x: int(x[1:]))): - self.M[:, :, :, idx] = df['binned/' + v][:] - else: - self.M= df['binned/' + list(df['binned'].keys())[0]][:] - - - # Define the desired order lists - desired_orders = [ - ['ax0', 'ax1', 'ax2', 'ax3'], - ['kx', 'ky', 'E', 'delay'], - ['kx', 'ky', 'E', 'ADC'] - ] - - axes_list = [] - - matched_order = None - for i, order in enumerate(desired_orders): - # Check if all keys in the current order exist in df['axes'] - if all(f'axes/{axis}' in df for axis in order): - # If match is found, generate axes_list based on this order - axes_list = [df[f'axes/{axis}'] for axis in order] - matched_order = i + 1 # Store which list worked (1-based index) - break # Stop once the first matching list is found - - if matched_order: - print(f"Matched desired list {matched_order}: {desired_orders[matched_order - 1]}") - else: - print("No matching desired list found.") - - # print("Axes list:", axes_list) - # print(M[12,50,4,20]) - self.data_array = xr.DataArray( - self.M, - coords={"kx": axes_list[0], "ky": axes_list[1], "E": axes_list[2], "dt": axes_list[3]}, - dims=["kx", "ky", "E","dt"] - ) - def get_data_array(self): - return self.data_array - def get_original_array(self): - return self.M -# df =h5py.File(r'C:\Users\admin-nisel131\Documents\Scan130_scan130_Amine_100x100x300x50_spacecharge4_gamma850_amp_3p3.h5', 'r') -# test=h5toxarray_loader(df) diff --git a/tests/k_path_4d_4.py b/tests/k_path_4d_4.py deleted file mode 100644 index 13876c7..0000000 --- a/tests/k_path_4d_4.py +++ /dev/null @@ -1,422 +0,0 @@ -import numpy as np -import h5py -import matplotlib -import matplotlib.pyplot as plt -import numpy as np -from matplotlib.widgets import CheckButtons, Button -from scipy.ndimage import rotate -import h5py -# import mplcursors -from matplotlib.widgets import Slider, Cursor, SpanSelector -from matplotlib.gridspec import GridSpec -from matplotlib.lines import Line2D -from matplotlib.patches import Circle -from AdditionalInterface import AdditionalInterface -from AxisInteractor import AxisInteractor -from LinePixelGetter import LinePixelGetter -from update_plot_cut_4d import update_plot_cut -import json -import csv -from datetime import datetime - -class drawKpath: - # print(True) - def __init__(self, data,axis,fig, ax,ax2,linewidth,slider,N): - self.active_cursor=None - self.dots_count=0 - self.ax=ax - self.fig=fig - self.dot1_x=0 - self.do1_y=0 - self.dot2_x=0 - self.do2_y=0 - self.cid_press=None - self.linewidth=1 - self.line_artist=None - self.cb_line=None - self.button_update=None - self.dot1=None - self.dot2=None - self.method_running = False - self.pixels_along_line=[] - self.number=N - self.og_number=N - self.dots_list=[] - self.line_artist_list=[None]*N - self.pixels_along_path=[None]*N - # self.number=N - self.is_drawn= False - self.is_loaded= False - self.new=False - self.add_pressed=False - self.lw=linewidth - self.ax2=ax2 - self.data=data[:,:,:,slider] - self.axis=axis - self.pixels=[] - self.slider=slider - self.data2=data - self.slider_ax7 = plt.axes([0.55, 0.14, 0.02, 0.3]) - self.slider_dcut= Slider(self.slider_ax7, 'dcut_kpath', 0, 15, valinit=1, valstep=1, orientation='vertical') - # def update_plot_cut(self): - # update_plot_cut.update_plot_cut(self.data2[:,:,:,self.slider],self.ax2,self.pixels,self.lw) - def isdrawn(self): - return self.is_drawn - - - def get_pixels(self): - if self.pixels is not None: - return self.pixels - def get_pixels_along_line(self): - if self.pixels_along_line is not None: - return self.pixels_along_line - - def get_status(self): - if self.cb_line is not None: - return self.cb_line.get_status()[0] - else: - return False - - def draw(self): - # print('beginning') - def add_path(event): - self.add_pressed= True - - for i in range (self.number): - self.line_artist_list.append(None) - self.pixels_along_path.append(None) - # self.dots_list - print('line list=', len(self.line_artist_list)) - self.number=self.number+self.og_number - self.is_drawn=False - self.dots_count=0 - self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) - - def drawline(dot1,dot2,pos): - self.pixels=[] - if self.dots_count ==0 and self.line_artist_list[len(self.dots_list)-2] is not None : - if not self.loaded: - self.line_artist_list[len(self.dots_list)-2].remove() # Remove the previous line if exists - print('test,code') - # if self.dots_count==2: - # line = Line2D([self.dots_list[len(self.dots_list)].center[0], self.dots_list[len(self.dots_list)-1].center[0]], [self.dots_list[len(self.dots_list)].center[1], self.dots_list[len(self.dots_list)-1].center[1]], linewidth=self.linewidth, color='red') - if self.dots_count==2 : - line = Line2D([dot1.center[0], dot2.center[0]], [dot1.center[1], dot2.center[1]], linewidth=self.linewidth, color='red') - - self.ax.add_line(line) - # print('movement',len(self.line_artist_list)) - print('currentline=',self.line_artist_list[pos]) - if self.line_artist_list[pos] is not None: - # print(pos,self.line_artist_list[pos].get_data()) - self.line_artist_list[pos].remove() - # if self.line_artist is not None: - # self.line_artist.remove() # Remove the previous line if exists - - self.line_artist = line - # self.line_artist_list.append(line) - self.line_artist_list[pos]=line - # print(pos,self.line_artist_list[pos].get_data()) - # x1=self.line_artist_list[pos].get_data()[0][1] - # y1=self.line_artist_list[pos].get_data()[1][1] - # x2= self.line_artist_list[pos].get_data()[0][0] - # y2=self.line_artist_list[pos].get_data()[1][0] - x1_pixel=int((self.line_artist_list[pos].get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y1_pixel=int((self.line_artist_list[pos].get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - x2_pixel=int((self.line_artist_list[pos].get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y2_pixel=int((self.line_artist_list[pos].get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - - self.pixels_along_path[pos] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) - # print(x1_pixel,y1_pixel) - # self.pixels_along_path[pos]=LinePixelGetter.get_pixels_along_line(self.line_artist_list[pos].get_data()[0][1], self.line_artist_list[pos].get_data()[1][1], self.line_artist_list[pos].get_data()[0][0], self.line_artist_list[pos].get_data()[1][0], self.linewidth) - # for i in self.pixels_along_path: - for i in range (0,self.number): - if self.pixels_along_path[i] is not None: - self.pixels+=self.pixels_along_path[i] - - def drawdots(event): - # if self.add_pressed: - - - if self.cb_line.get_status()[0] and len(self.dots_list) < self.number and (self.new or not self.is_drawn): - x = event.xdata # Round the x-coordinate to the nearest integer - y = event.ydata # Round the y-coordinate to the nearest integer - print('you hereeee') - print(self.number) - # print('line list=', len(self.line_artist_list)) - if self.dots_count==0: - self.dot= Circle((x, y), radius=0.1, color='yellow', picker=20) - self.ax.add_patch(self.dot) - # self.dot_coords[self.dots_count] = (x, y) - self.dots_list.append(self.dot) - self.dots_count += 1 - self.fig.canvas.draw() - else: - self.dot= Circle((x, y), radius=0.1, color='yellow', picker=20) - self.ax.add_patch(self.dot) - # self.dot_coords[self.dots_count] = (x, y) - self.dots_count += 1 - self.dots_list.append(self.dot) - print('dots list=',len(self.dots_list)) - drawline(self.dots_list[len(self.dots_list)-1],self.dots_list[len(self.dots_list)-2],len(self.dots_list)-2) - self.dots_count -= 1 - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - - self.fig.canvas.draw() - if len(self.dots_list)== self.number: - self.is_drawn=True - # print(self.is_drawn) - def on_checkbox_change(label): - if self.cb_line.get_status()[0]: - if self.is_loaded: - for i in range(len(self.dots_list)): - self.ax.add_patch(self.dots_list[i]) - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.ax.add_line(self.line_artist_list[i]) - plt.draw() - elif self.is_drawn: - for i in range(len(self.dots_list)): - self.ax.add_patch(self.dots_list[i]) - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.ax.add_line(self.line_artist_list[i]) - plt.draw() - - else: - self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) - - else: - # Disconnect the click event - self.is_loaded= False - self.fig.canvas.mpl_disconnect(self.cid_press) - for i in range(len(self.dots_list)): - self.dots_list[i].remove() - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.line_artist_list[i].remove() - plt.draw() - def new(event): - - for i in range(len(self.dots_list)): - print(i) - self.dots_list[i].remove() - plt.draw() - for i in range(len(self.line_artist_list)): - print(i) - if self.line_artist_list[i] is not None: - self.line_artist_list[i].remove() - plt.draw() - self.new=True - self.is_drawn= False - self.is_loaded= False - self.dots_list=[] - self.line_artist_list=[None]*self.number - self.pixels_along_path=[None]*self.number - self.dots_count=0 - self.cid_press = self.fig.canvas.mpl_connect('button_press_event', drawdots) - def on_pick(event): - for i in range(len(self.dots_list)): - if event.artist == self.dots_list[i]: - self.active_cursor = self.dots_list[i] - def on_motion(event): - # global dot1,dot2 - if self.active_cursor is not None and event.inaxes == self.ax: - # Initialize a list of dictionaries to store dot information - dot_info_list = [{"dot": dot, "center": dot.center} for dot in self.dots_list] - self.dots_count=2 - - # Iterate through the list to find the selected dot - selected_dot_index = None - for i, dot_info in enumerate(dot_info_list): - dot = dot_info["dot"] - contains, _ = dot.contains(event) - if contains: - selected_dot_index = i - break # Exit the loop when a matching dot is found - - if selected_dot_index is not None: - selected_dot_info = dot_info_list[selected_dot_index] - selected_dot = selected_dot_info["dot"] - # print(f"Selected dot index: {selected_dot_index}") - # print(f"Selected dot center: {selected_dot_info['center']}") - selected_dot.center = (event.xdata, event.ydata) - plt.draw() - i=selected_dot_index - if i==len(self.dots_list)-1: - # self.line_artist_list[i-1].remove() - drawline(self.dots_list[i],self.dots_list[i-1],i-1) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - elif i==0: - drawline(self.dots_list[i+1],self.dots_list[i],i) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - else: - # self.line_artist_list[i-1].remove() - # self.line_artist_list[i].remove() - drawline(self.dots_list[i+1],self.dots_list[i],i) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - drawline(self.dots_list[i],self.dots_list[i-1],i-1) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - plt.draw() - - - def on_release(event): - self.active_cursor = None - def get_status(): - return self.cb_line.get_status()[0] - def dots_coord(): - return [self.dot1.center, self.dot2.center] - - def update_dcut(val): - self.linewidth=self.slider_dcut.val - self.pixels=[] - for position, line in enumerate(self.line_artist_list): - if line is not None: - line.set_linewidth(self.linewidth+1) - x1_pixel=int((line.get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y1_pixel=int((line.get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - x2_pixel=int((line.get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - y2_pixel=int((line.get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # print(x1_pixel,y1_pixel,x2_pixel,y2_pixel) - self.pixels_along_path[position] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) - self.pixels+=self.pixels_along_path[position] - - print('before before line') - # for pos in range(0,self.number): - # print('before line') - # if self.line_artist_list[pos] is not None: - # x1_pixel=int((self.line_artist_list[pos].get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y1_pixel=int((self.line_artist_list[pos].get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # x2_pixel=int((self.line_artist_list[pos].get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y2_pixel=int((self.line_artist_list[pos].get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # print(x1_pixel,y1_pixel,x2_pixel,y2_pixel) - # self.pixels_along_path[pos] = LinePixelGetter.get_pixels_along_line(x1_pixel, y1_pixel, x2_pixel, y2_pixel, self.linewidth) - # self.pixels+=self.pixels_along_path[pos] - - # self.pixels_along_line = LinePixelGetter.get_pixels_along_line(self.dot1_x_pixel, self.dot1_y_pixel, self.dot2_x_pixel, self.dot2_y_pixel, self.linewidth) - # update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels_along_line,self.slider_dcut.val) - update_plot_cut.update_plot_cut(self.data,self.ax2,self.pixels,self.slider_dcut.val) - def draw_load(): - if self.is_loaded: - for i in range(len(self.dots_list)): - self.ax.add_patch(self.dots_list[i]) - plt.draw() - for i in range(len(self.line_artist_list)): - if self.line_artist_list[i] is not None: - self.ax.add_line(self.line_artist_list[i]) - plt.draw() - def save_path(event): - def c_to_string(circle): - return f"{circle.center[0]}, {circle.center[1]}, {circle.radius}" - def l_to_string(line): - x_data, y_data = line.get_data() - linewidth = line.get_linewidth() - return f"{x_data[0]}, {y_data[0]}, {x_data[1]},{y_data[1]},{linewidth}" - # self.positions= np.array([[0]*4]*len(self.line_artist_list)) - # for position, line in enumerate(self.line_artist_list): - # if line is not None: - # line.set_linewidth(self.linewidth+1) - # x1_pixel=int((line.get_data()[0][1] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y1_pixel=int((line.get_data()[1][1] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # x2_pixel=int((line.get_data()[0][0] - self.axis[0][0]) / (self.axis[0][-1] - self.axis[0][0]) * (self.axis[0].shape[0] - 1) + 0.5) - # y2_pixel=int((line.get_data()[1][0] - self.axis[1][0]) / (self.axis[1][-1] - self.axis[1][0]) * (self.axis[1].shape[0] - 1) + 0.5) - # self.positions[position][0] - output_directory = "C:/Users/admin-nisel131/Documents/CVS_TR_flatband_fig/" - current_time = datetime.now() - current_time_str = current_time.strftime("%Y-%m-%d_%H%M%S") - file_name = "k_path" - output_path = f"{output_directory}/{file_name}_{current_time_str}.txt" - with open(output_path, "w",newline="") as file: - file.write(f"{self.number}" + "\n") - for circle in self.dots_list: - file.write(c_to_string(circle) + "\n") - for line in self.line_artist_list: - if line is not None: - file.write(l_to_string(line) + "\n") - def load_path(event): - self.fig.canvas.mpl_disconnect(self.cid_press) - circle_list=[] - line_list=[] - file_path1="C:/Users/admin-nisel131/Documents/CVS_TR_flatband_fig/" - # file="k_path_2023-10-06_153243.txt" - # file= "k_path_2023-10-10_221437.txt" - # file= "k_path_2024-04-03_125248.txt" - file= "k_path_2024-04-03_140548.txt" - - - file_path=file_path1+file - with open(file_path, "r") as file: - lines=file.readlines() - # print(lines) - # for line_number, line in enumerate(file, start=1): - for line_number, line in enumerate(lines, start =1): - # if line_number==2: - # a,b,c= map(float, line.strip().split(', ')) - # print(a,b,c) - # print(map(float, line.strip().split(', '))) - # print('linenumber=',line_number) - # Split the line into individual values - # if line_number==1: - # print('firstline',line_number) - # number=7 - # first_line = file.readline().strip() # Read and strip whitespace - # print(line) - # first_line = file.readline() - - # number= int(first_line) - # print(number) - # print(first_line) - # print() - if line_number==1: - number= int(line) - # print(number) - elif line_number>=2 and line_number<=number+1: - x, y, radius = map(float, line.strip().split(', ')) - # print(x,y,radius) - circle = Circle((x, y), radius=radius, color='yellow', picker=20) - circle_list.append(circle) - self.dots_list=circle_list - else: - x0,y0,x1,y1,lw=map(float, line.strip().split(',')) - line1=Line2D([x0,x1], [y0, y1], linewidth=lw, color='red') - line_list.append(line1) - self.line_artist_list=line_list - self.is_loaded= True - self.dots_count=2 - # draw_load() - # print(len(self.line_artist_list),len(self.dots_list)) - - # print(x0,y0,x1,y1,lw) - # on_checkbox_change('K path') - - - self.slider_dcut.on_changed(update_dcut) - self.fig.canvas.mpl_connect('pick_event', on_pick) - self.fig.canvas.mpl_connect('motion_notify_event', on_motion) - self.fig.canvas.mpl_connect('button_release_event', on_release) - - rax_line = self.fig.add_axes([0.45, 0.02, 0.06, 0.03]) # [left, bottom, width, height] - self.cb_line = CheckButtons(rax_line, ['K path'], [False]) - self.cb_line.on_clicked(on_checkbox_change) - - rax_button = self.fig.add_axes([0.52, 0.02, 0.06, 0.03]) - self.button_update = Button(rax_button, 'new k') - self.button_update.on_clicked(new) - - savepath_button = self.fig.add_axes([0.52, 0.06, 0.06, 0.03]) - self.button_save = Button(savepath_button, 'save k-path') - self.button_save.on_clicked(save_path) - - loadpath_button = self.fig.add_axes([0.45, 0.06, 0.06, 0.03]) - self.button_load = Button(loadpath_button, 'load k-path') - self.button_load.on_clicked(load_path) - - addpath_button = self.fig.add_axes([0.37, 0.06, 0.06, 0.03]) - self.button_add = Button(addpath_button, 'add k-path') - self.button_add.on_clicked(add_path) - - plt.show() - self.fig.canvas.draw() - \ No newline at end of file diff --git a/tests/movable_vertical_cursors_graph.py b/tests/movable_vertical_cursors_graph.py deleted file mode 100644 index 580f4a8..0000000 --- a/tests/movable_vertical_cursors_graph.py +++ /dev/null @@ -1,77 +0,0 @@ -# movable_cursors.py - -import numpy as np -import matplotlib.pyplot as plt - -class MovableCursors: - def __init__(self, ax): - self.ax = ax - line = self.ax.lines[0] - self.active_cursor=None - - self.axis = line.get_xdata() - - self.cursorlinev1=self.axis[int(len(self.axis)/4)] - self.cursorlinev2=self.axis[int(3*len(self.axis)/4)] - # Create initial cursors (at the middle of the plot) - # self.v1_cursor = self.ax.axvline(x=5, color='r', linestyle='--', label='Cursor X') - # self.v2_cursor = self.ax.axhline(y=0, color='g', linestyle='--', label='Cursor Y') - - self.Line1=self.ax.axvline(x=self.cursorlinev1, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - self.Line2=self.ax.axvline(x=self.cursorlinev2, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - - # Connect mouse events for the canvas of the axes - self.ax.figure.canvas.mpl_connect('pick_event', self.on_pick) - self.ax.figure.canvas.mpl_connect('motion_notify_event', self.on_motion) - self.ax.figure.canvas.mpl_connect('button_release_event', self.on_release) - - def on_pick(self,event): - - if event.artist == self.Line1: - self.active_cursor =self.Line1 - elif event.artist == self.Line2: - self.active_cursor =self.Line2 - # self.active_cursor=None - def on_motion(self,event): - - if self.active_cursor is not None and event.inaxes == self.ax: - if self.active_cursor == self.Line1: - self.Line1.set_xdata([event.xdata, event.xdata]) - self.cursorlinev1= event.xdata - elif self.active_cursor == self.Line2: - self.Line2.set_xdata([event.xdata, event.xdata]) - self.cursorlinev2= event.xdata - # print(dot1.center) - # print(self.cursorlinev1,self.cursorlinev2) - self.ax.figure.canvas.draw() - plt.draw() - def find_nearest_index(array, value): - idx = (np.abs(array - value)).argmin() - return idx - self.v1_pixel=find_nearest_index(self.axis, self.cursorlinev1) - self.v2_pixel=find_nearest_index(self.axis, self.cursorlinev2) - - # self.v1_pixel=int((self.cursorlinev1 - self.axis[0]) / (self.axis[-1] - self.axis[0]) * (self.axis.shape[0] - 1) + 0.5) - # self.v2_pixel=int((self.cursorlinev2 - self.axis[0]) / (self.axis[-1] - self.axis[0]) * (self.axis.shape[0] - 1) + 0.5) - print(self.v1_pixel,self.v2_pixel) - - # print(self.v1_pixel,self.v2_pixel) - def on_release(self,event): - # global self.active_cursor - self.active_cursor = None - def remove(self): - self.cursorlinev1= self.Line1.get_xdata()[0] - self.cursorlinev2= self.Line2.get_xdata()[0] - self.Line1.remove() - self.Line2.remove() - # plt.draw() - self.ax.figure.canvas.draw() - - def redraw(self): - # print(self.cursorlinev1,self.cursorlinev2) - self.Line1=self.ax.axvline(x=self.cursorlinev1, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - self.Line2=self.ax.axvline(x=self.cursorlinev2, color='red', linestyle='--',linewidth=2, label='Vertical Line',picker=10) - # plt.draw() - self.ax.figure.canvas.draw() - def cursors(self): - return [self.v1_pixel,self.v2_pixel] \ No newline at end of file From 7aadfd632ed9846a5f65b54b7fcf56595024c99f Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 14:13:01 +0200 Subject: [PATCH 62/74] deleted unnecessary or unfinished files --- tests/__init__.py | 0 tests/make_model.py | 70 --------------------------------------------- 2 files changed, 70 deletions(-) delete mode 100644 tests/__init__.py delete mode 100644 tests/make_model.py diff --git a/tests/__init__.py b/tests/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/tests/make_model.py b/tests/make_model.py deleted file mode 100644 index 940b1e2..0000000 --- a/tests/make_model.py +++ /dev/null @@ -1,70 +0,0 @@ -import sys -from PyQt5.QtGui import QBrush, QColor -from PyQt5.QtWidgets import QTextEdit, QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, QWidget, QSlider, QLabel, QAction, QCheckBox, QPushButton, QListWidget, QTableWidget, QTableWidgetItem, QTableWidget, QCheckBox, QSplitter -from PyQt5.QtCore import Qt -from PyQt5.QtWidgets import QTableWidgetItem, QHBoxLayout, QCheckBox, QWidget -from matplotlib.backends.backend_qt5agg import FigureCanvasQTAgg as FigureCanvas -import matplotlib.pyplot as plt - - - -class make_model: - # from matplotlib.widgets import CheckButtons, Button - # %matplotlib qt - - def __init__(self,mod,table_widget): - - self.mod=mod - self.params=mod.make_params() - print('otherpalce',self.params) - print('thefuuuuTable',table_widget) - print('count',table_widget.rowCount()) - for row in range(table_widget.rowCount()): - item = table_widget.item(row, 1) - checkbox_widget = table_widget.cellWidget(row, 3) - print('tableitenm=',item) - if item is not None and item.text().strip(): - header_item = table_widget.verticalHeaderItem(item.row()) - checkbox=checkbox_widget.findChild(QCheckBox) - print(header_item.text(),item.text()) - if header_item.text()== "Fermi level": - self.params['mu'].set(value=float(item.text())) - if table_widget.item(row, 0) is not None: - self.params['mu'].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: - self.params['mu'].set(max=float(table_widget.item(row, 2).text())) - if checkbox.isChecked(): - self.params['mu'].vary = False - - elif header_item.text()== "Temperature": - self.params['T'].set(value=float(item.text())) - if table_widget.item(row, 0) is not None: - self.params['T'].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: - self.params['T'].set(max=float(table_widget.item(row, 2).text())) - if checkbox.isChecked(): - self.params['T'].vary = False - elif header_item.text()== "sigma": - self.params['sigma'].set(value=float(item.text())) - self.params['sigma'].set(min=0) - if table_widget.item(row, 0) is not None: - self.params['sigma'].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: - self.params['sigma'].set(max=float(table_widget.item(row, 2).text())) - if checkbox.isChecked(): - self.params['sigma'].vary = False - else: - self.params[header_item.text()].set(value=float(item.text())) - if table_widget.item(row, 0) is not None: - self.params[header_item.text()].set(min=float(table_widget.item(row, 0).text())) - if table_widget.item(row, 2) is not None: - self.params[header_item.text()].set(max=float(table_widget.item(row, 2).text())) - if checkbox.isChecked(): - self.params[header_item.text()].vary = False - - - def current_model(self): - return self.mod - def current_params(self): - return self.params - \ No newline at end of file From 325810269491b8d1f5dd09ecf44632d910cb62c9 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Tue, 6 May 2025 15:40:41 +0200 Subject: [PATCH 63/74] bug fix --- src/mpes_tools/Gui_3d.py | 9 ++++----- src/mpes_tools/graphs.py | 4 ++-- 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 9002e96..5504a3f 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -28,12 +28,12 @@ def __init__(self,data_array: xr.DataArray,t=None,dt=None): self.setWindowTitle("Graph Window") self.setGeometry(100, 100, 1200, 1000) - # Create a central widget for the graph - central_widget = QWidget() - self.setCentralWidget(central_widget) + # Create a main widget for the graph + main_widget = QWidget() + self.setCentralWidget(main_widget) layout = QVBoxLayout() - central_widget.setLayout(layout) + main_widget.setLayout(layout) self.click_handlers = [] self.handler_list = [] @@ -105,7 +105,6 @@ def __init__(self,data_array: xr.DataArray,t=None,dt=None): # self.slider1.setFixedSize(200, 12) # Change the width and height as needed # self.slider2.setFixedSize(200, 12) # Change the width and height as needed - # Create a layout for the central widget slider_layout.addWidget(self.slider1) slider_layout.addWidget(self.slider1_label) slider_layout.addWidget(self.slider2) diff --git a/src/mpes_tools/graphs.py b/src/mpes_tools/graphs.py index 40dd213..f11a999 100644 --- a/src/mpes_tools/graphs.py +++ b/src/mpes_tools/graphs.py @@ -172,7 +172,7 @@ def create_plot_widget(self, data_array, y_err , title): plt.close(figure) # ax.errorbar(data_array[data_array.dims[0]].values, data_array.values, yerr=y_err, fmt='o', capsize=3) - ax.plot(data_array[data_array.dims[0]].values, data_array.values,'o') + ax.plot(data_array[data_array.dims[0]].values, data_array.values,marker='o', linestyle='-') # data_array.plot(ax=ax,fmt='o', capsize=3) ax.set_title(title) # print('create_plot'+f"self.ax id: {id(ax)}") @@ -194,7 +194,7 @@ def show_err(self,state,data_array,y_err,i): if state == Qt.Checked: self.ax_list[i].errorbar(data_array[data_array.dims[0]].values, data_array.values, yerr=y_err, fmt='o', capsize=3) else: - self.ax_list[i].plot(data_array[data_array.dims[0]].values, data_array.values,'o') + self.ax_list[i].plot(data_array[data_array.dims[0]].values, data_array.values,marker='o', linestyle='-') # data_array.plot(ax=self.ax_list[i], fmt='o', capsize=3) self.ax_list[i].set_title(data_array.name) self.cursor_list[i]=self.ax_list[i].axvline(x=self.x[self.slider.value()], color='r', linestyle='--') From a019a5e8434ec2798e58abc24c32b214bd59f271 Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 09:40:24 +0200 Subject: [PATCH 64/74] Add download path for example file --- .gitignore | 3 +- tutorials/template.ipynb | 523 ++++----------------------------------- 2 files changed, 46 insertions(+), 480 deletions(-) diff --git a/.gitignore b/.gitignore index 9b30dad..4e9e2d1 100644 --- a/.gitignore +++ b/.gitignore @@ -161,4 +161,5 @@ cython_debug/ # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ -poetry.toml \ No newline at end of file +poetry.toml +*.nxs \ No newline at end of file diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb index 3771539..c203373 100644 --- a/tutorials/template.ipynb +++ b/tutorials/template.ipynb @@ -2,92 +2,52 @@ "cells": [ { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "6d2e0046", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# import the 4D data\n", "import numpy as np\n", "from mpes_tools.hdf5 import load_h5\n", - "\n", - "data_array= load_h5('//nap33/wahada/Scan130_scan130_Amine_100x100x300x50.h5')" + "import nxarray\n", + "import os" ] }, { "cell_type": "code", - "execution_count": 6, - "id": "5aeb6fe2", + "execution_count": null, + "id": "8e923734", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "results extracted!\n" - ] - } - ], + "outputs": [], "source": [ - "# Use the 4D Gui\n", - "from mpes_tools.show_4d_window import show_4d_window\n", - "%gui qt\n", - "graph_4d = show_4d_window(data_array)\n", - "graph_4d.show()" + "# get data from the NOMAD repository\n", + "if not os.path.exists(\"Scan49_binned.nxs\"):\n", + " ! curl -o Scan49_binned.nxs https://nomad-lab.eu/prod/v1/oasis-b/api/v1/entries/MehgoizphpnxG_t-J0WGgbUZKlTp/raw/Scan49_binned.nxs" ] }, { "cell_type": "code", - "execution_count": 7, - "id": "b44542de", + "execution_count": null, + "id": "6a046f68", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "5" + "data_array = nxarray.load(\"Scan49_binned.nxs\").data" ] }, { "cell_type": "code", "execution_count": null, - "id": "805bb93c", + "id": "5aeb6fe2", "metadata": {}, "outputs": [], "source": [ - "data='your data_array'\n", - "#the kx plot\n", - "data.loc[\n", - " {\n", - " 'kx': slice(\n", - " 1.0800000000000003,\n", - " 1.0800000000000003\n", - " ),\n", - " 'ADC': slice(\n", - " 590.0,\n", - " 590.0\n", - " )\n", - " }\n", - "].mean(dim=('kx', 'ADC')).T " + "# Use the 4D Gui\n", + "from mpes_tools.show_4d_window import show_4d_window\n", + "%gui qt\n", + "graph_4d = show_4d_window(data_array)\n", + "graph_4d.show()" ] }, { @@ -95,215 +55,56 @@ "execution_count": null, "id": "f416bc6e", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "data=data_array\n", "#the energy plot\n", "\n", - "en=data.loc[\n", - " {\n", - " 'energy': slice(\n", - " 0.4333333333333331,\n", - " 0.4333333333333331\n", - " ),\n", - " 'ADC': slice(\n", - " 590.0,\n", - " 590.0\n", - " )\n", - " }\n", - "].mean(dim=('energy', 'ADC'))\n", - "fig,ax=plt.subplots(1,1,figsize=(12,8),cmap='terrain')\n", - "en.plot(ax=ax)\n", + "en=data.loc[{\n", + " 'energy': slice(-0.04999999999999982, 0.0),\n", + " 'delay': slice(-0.00399999999999999, 0.014000000000000012)\n", + "}].mean(dim=('energy', 'delay')).T \n", + "fig,ax=plt.subplots(1,1)\n", + "en.plot(ax=ax,cmap='terrain')\n", "plt.show()\n", " " ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "a6a92293", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "('Angle', 'Ekin', 'delay')\n" - ] - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "data.sel({data.dims[2]: slice(-799.45, -499.65)}).sum(dim=data.dims[2]).sel({data.dims[1]: -0.85}, method='nearest') # Green MDC\n" - ] - } - ], + "outputs": [], "source": [ "# Use the 3D Gui\n", "\n", "import numpy as np\n", - "import xarray as xr\n", "from mpes_tools.Gui_3d import Gui_3d\n", "%gui qt\n", "\n", "# import the 3D data\n", - "loaded_data= np.load('//nap33/wahada/Phoibospython/scan11443_filtered.npz')\n", - "\n", - "data= xr.DataArray(loaded_data['data_array'], dims=['Angle', 'Ekin','delay'], coords={'Angle': loaded_data['Angle'], 'Ekin': loaded_data['Ekin'],'delay': loaded_data['delay']}) \n", - "axis=[data['Angle'],data['Ekin']-21.7,data['delay']]\n", + "data= data_array.loc[{\n", + " 'kx': slice(0.48, 0.6800000000000002),\n", + "}].mean(dim=('kx'))\n", "\n", "# print(data.dims)\n", - "graph_window= Gui_3d(data,0,0,'Phoibos')\n", - "graph_window.show()\n", - "data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7)\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "c14ca2d1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "fig,ax=plt.subplots(1,1,figsize=(12,8))\n", - "data.loc[{data.dims[0]: slice(-3.42, 6.04), data.dims[1]: slice(-0.85, -0.07)}].sum(dim=(data.dims[0], data.dims[1])).plot(ax=ax) # Green MDC\n", - "# data.sel({data.dims[2]: slice(-799.45, -499.65)}).sum(dim=data.dims[2]).sel({data.dims[1]: -0.19}, method='nearest') # Yellow MDC\n", - "# data.sel({data.dims[2]: slice(-799.45, -499.65)}).sum(dim=data.dims[2]).sel({data.dims[1]: -0.19}, method='nearest').plot(ax=ax) " + "graph_window= Gui_3d(data)\n", + "graph_window.show()" ] }, { "cell_type": "code", "execution_count": null, - "id": "dea42cc8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "yellow_vertical,yellow_horizontal,green_vertical,green_horizontal= f\"{self.dot1.center[0]:.2f} ,{self.dot1.center[1]:.2f},{self.dot2.center[0]:.2f},{self.dot2.center[1]:.2f}\"\n", - "data2D_plot=data.sel({data.dims[2]:slice(624.57, 674.53)}).sum(dim=data.dims[2])\n" - ] - } - ], - "source": [ - "data2D_plot=data.sel({data.dims[2]:slice(674.5333333333291, 749.4799999999675)}).sum(dim=data.dims[2])" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "f5bc2a27", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "fig,ax=plt.subplots(1,1,figsize=(12,8))\n", - "data2D_plot.plot(ax=ax, cmap='terrain')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "fe4ced28", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "5" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "8156e845", + "id": "c14ca2d1", "metadata": {}, "outputs": [], "source": [ - "\n", - "data=data\n", - "data = data.assign_coords(Ekin=data.coords['Ekin'] -21.7)\n", - "#the 2D plot data\n", - "data2D_plot=data.isel({data.dims[2]:slice(0, 1)}).sum(dim=data.dims[2]) \n", - "\n", - " " + "import matplotlib.pyplot as plt\n", + "fig,ax=plt.subplots(1,1)\n", + "data.loc[{data.dims[0]: slice(-0.97, -0.60), data.dims[1]: slice(0.99, 1.56)}].mean(dim=(data.dims[0], data.dims[1])).plot(ax=ax) # Box integration\n", + "plt.show()" ] }, { @@ -311,255 +112,19 @@ "execution_count": null, "id": "5c78b3de", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "f0_A 68594891.74885073\n", - "f0_x0 -0.04113953488371891\n", - "f0_gamma 0.2\n", - "results extracted!\n" - ] - } - ], + "outputs": [], "source": [ "#Use the fit panel on the extracted data\n", "from mpes_tools.fit_panel import fit_panel\n", "%gui qt\n", - "graph_window=fit_panel(data,7.26502584586467,0, 0,0, data.dims[1])\n", - "graph_window.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "fa77e9ea", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "5" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "87674cf1", - "metadata": {}, - "outputs": [], - "source": [ - "\n", - "import xarray as xr\n", - "import numpy as np\n", - "\n", - "data_array = xr.DataArray(\n", - " data=np.array([-0.06408675327381325, -0.063909542295367, -0.06371011897310751, -0.06503485241489142, -0.06674640906852701, -0.06805910712822637, -0.0673262244773315, -0.06791928154383757, -0.06794237706710785, -0.06664877554908763, -0.0652935335095996, -0.06504622348475712, -0.065035814834493, -0.0633718361899608, -0.063818909320266, -0.06232675039586483, -0.0621097230514767, -0.06305103749744877, -0.062396139421285524, -0.06241744208002782, -0.062120839236189614, -0.06176266979202111, -0.0630236363208958, -0.06278593213829542, -0.06303474668234264, -0.06426194448687265, -0.06597832379389597, -0.0675165514728734, -0.0681648104899741, -0.06789394642146951, -0.0682773450383019, -0.06821050673630791, -0.06812316809846124, -0.06794932731709455, -0.06727620917695594, -0.06688088523425127, -0.06681413040826198, -0.06555736923755218, -0.06565064400572977, -0.0646168556999122, -0.060782342905129925, -0.06230590290442724, -0.062307172077220564, -0.06460057558698659, -0.06627930899665781, -0.06544192791581478, -0.06468084127852305, -0.0644825518856323, -0.06423057418146402, -0.06252219575489999, -0.063163479851845, -0.06378012124599329, -0.06411224615179537, -0.06430960962767349, -0.06350623988348696, -0.06302572118934185, -0.06294101229235687, -0.06300268394088233, -0.06379463353897145, -0.06385408546578876, -0.06431904217520991, -0.06428783077386985, -0.06400554797596462, -0.0643282814344515, -0.06350550603083734, -0.06308239186415802, -0.06393654905327996, -0.06408506676353795, -0.06504035399665667, -0.06382432328214742, -0.06417442058913722, -0.06326170209225304, -0.06372611067357502, -0.06443451549183822, -0.06401162876760495, -0.06335447937775379, -0.06416821076582208, -0.06455746652083094, -0.06395384262610614, -0.06348368054215639, -0.06392145704513459, -0.06457859517607414]),\n", - " dims=('delay',),\n", - " coords={'delay': [-799.4466666666729, -499.65333333337486, -199.86000000002943, -99.93333333336332, -74.94666666668573, -49.96666666670534, -24.980000000027754, 0.0, 24.979999999980386, 49.96666666665798, 74.94666666663836, 99.93333333331596, 124.91333333329634, 149.8933333333241, 174.88000000000167, 199.85999999998208, 224.84666666665967, 249.82666666664005, 274.8066666666678, 299.79333333329805, 324.77333333332575, 349.76000000000334, 374.73999999998375, 399.71999999996416, 424.70666666664175, 449.6866666666695, 474.6733333332997, 499.65333333332745, 524.6399999999577, 549.6199999999855, 574.5999999999658, 599.5866666666434, 624.5666666666239, 649.5533333333013, 674.5333333333291, 699.5133333333096, 724.4999999999872, 749.4799999999675, 774.4666666666451, 799.4466666666254, 899.3799999999889, 999.3066666666549, 1099.239999999971, 1199.166666666637, 1299.1000000000004, 1399.0333333333162, 1498.9599999999823, 1598.8933333332984, 1698.8266666666616, 1798.7533333333279, 1898.6866666666438, 1998.6133333333098, 2098.5466666666257, 2198.479999999989, 2298.4066666666554, 2398.339999999971, 2498.2733333333344, 2598.2000000000007, 2698.1333333333164, 2798.0599999999827, 2897.993333333299, 2997.926666666662, 3097.853333333328, 3197.786666666644, 3297.7199999999602, 3397.646666666626, 3497.5799999999895, 3597.5066666666557, 3697.4399999999714, 3797.373333333335, 3897.300000000001, 3997.2333333333168, 4097.166666666633, 4197.093333333299, 4297.026666666662, 4396.953333333328, 4496.8866666666445, 4596.819999999961, 4696.746666666627, 4796.679999999989, 4896.6133333333055, 4996.539999999972]},\n", - " name=\"f0_x0\"\n", - ")\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "e74ff8ab", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "import xarray as xr\n", - "import numpy as np\n", - "\n", - "data_array = xr.DataArray(\n", - " data=np.array([72454952.77813482, 74319394.28211385, 73902532.98867458, 71794649.12762325, 69014759.66859658, 64599615.499209926, 60882255.5172165, 58062323.58021691, 56750480.96430322, 56591974.51984634, 57053402.50227239, 58778077.13226885, 59581963.89421518, 62141887.68747307, 62140060.63846748, 63885922.12931153, 64763429.65702102, 65304896.7568378, 65599500.53851978, 67176412.11176091, 67299577.25888413, 67704501.05965017, 67746919.56904675, 67477095.46338437, 68109844.82892786, 68152383.42887904, 68101379.96762604, 68354705.80635957, 68622612.31118561, 68693658.6672469, 68949276.09725638, 68464478.46383135, 68297500.8992677, 68581073.5576817, 69156170.4879223, 68784956.93797548, 68601158.52842137, 68982572.6141164, 70068112.8320306, 69431684.97362354, 70064932.14450617, 69014533.06417881, 69112771.21447168, 69085856.65415049, 68686796.79644686, 69635436.53035763, 70133547.77226815, 70765222.3548185, 69798788.24872309, 70365060.35463753, 69805831.4598499, 70565982.03507684, 70761296.45137312, 70079495.2628483, 71242645.59718813, 71227586.09940824, 70449179.10912453, 69801265.3630908, 71011537.35769275, 70572296.99510731, 69851458.57252772, 70041990.79150626, 70929439.1441927, 70376205.0775435, 69823762.39368734, 70497642.1116163, 70653051.51037209, 70691808.57159007, 70598843.36181132, 70560704.38856414, 71101037.98545931, 70926537.33602336, 70388372.96071577, 70458144.73793708, 70415826.91751112, 71362907.81362744, 70449584.87394847, 70543133.37354767, 71670780.93813168, 70373590.28219332, 70527269.34599042, 69911586.02810569]),\n", - " dims=('delay',),\n", - " coords={'delay': [-799.4466666666729, -499.65333333337486, -199.86000000002943, -99.93333333336332, -74.94666666668573, -49.96666666670534, -24.980000000027754, 0.0, 24.979999999980386, 49.96666666665798, 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "fig,ax=plt.subplots(1,1,figsize=(12,8))\n", - "data_array.plot(ax=ax)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "08f327a9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "f0_A 0.0682773450383019\n", - "f0_omega 0.001\n", - "f0_phi 0\n", - "[[Model]]\n", - " (Model(zero) + Model(sinusoid, prefix='f0_'))\n", - "[[Fit Statistics]]\n", - " # fitting method = leastsq\n", - " # function evals = 33\n", - " # data points = 59\n", - " # variables = 3\n", - " chi-square = 2.2764e-04\n", - " reduced chi-square = 4.0650e-06\n", - " Akaike info crit = -729.451273\n", - " Bayesian info crit = -723.218661\n", - " R-squared = 0.08350621\n", - "[[Variables]]\n", - " f0_A: 0.06587170 +/- 0.00530377 (8.05%) (init = 0.06827735)\n", - " f0_omega: 5.3119e-05 +/- 1.1647e-04 (219.26%) (init = 0.001)\n", - " f0_phi: 1.70061631 +/- 0.57659252 (33.90%) (init = 0)\n", - "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_A, f0_phi) = +0.9978\n", - " C(f0_omega, f0_phi) = -0.9888\n", - " C(f0_A, f0_omega) = -0.9804\n", - "f0_A 0.0682773450383019\n", - "f0_omega 1\n", - "f0_phi 0\n", - "[[Model]]\n", - " (Model(zero) + Model(sinusoid, prefix='f0_'))\n", - "[[Fit Statistics]]\n", - " # fitting method = leastsq\n", - " # function evals = 110\n", - " # data points = 44\n", - " # variables = 3\n", - " chi-square = 0.11362185\n", - " reduced chi-square = 0.00277126\n", - " Akaike info crit = -256.199040\n", - " Bayesian info crit = -250.846471\n", - " R-squared = -599.468641\n", - "[[Variables]]\n", - " f0_A: -0.05410532 +/- 0.01095403 (20.25%) (init = 0.06827735)\n", - " f0_omega: 1.00207580 +/- 3.5692e-04 (0.04%) (init = 1)\n", - " f0_phi: 0.17032802 +/- 0.37060122 (217.58%) (init = 0)\n", - "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_omega, f0_phi) = -0.8100\n", - "f0_A 0.0682773450383019\n", - "f0_omega 1\n", - "f0_phi 0\n", - "f0_A 0.0682773450383019\n", - "f0_omega 1\n", - "f0_phi 0\n", - "f1_A 0.0682773450383019\n", - "[[Model]]\n", - " ((Model(zero) + Model(sinusoid, prefix='f0_')) + Model(constant, prefix='f1_'))\n", - "[[Fit Statistics]]\n", - " # fitting method = leastsq\n", - " # function evals = 152\n", - " # data points = 44\n", - " # variables = 4\n", - " chi-square = 5.7932e-05\n", - " reduced chi-square = 1.4483e-06\n", - " Akaike info crit = -587.778608\n", - " Bayesian info crit = -580.641849\n", - " R-squared = 0.69383876\n", - "[[Variables]]\n", - " f0_A: 0.00244399 +/- 2.5720e-04 (10.52%) (init = 0.06827735)\n", - " f0_omega: 0.99739845 +/- 1.6175e-04 (0.02%) (init = 1)\n", - " f0_phi: 0.73122050 +/- 0.17476307 (23.90%) (init = 0)\n", - " f1_A: 0.06459993 +/- 1.8170e-04 (0.28%) (init = 0.06827735)\n", - "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_omega, f0_phi) = -0.7996\n", - "f0_A 0.0682773450383019\n", - "f0_omega 1\n", - "f0_phi 0\n", - "f1_A 0.0682773450383019\n", - "[[Model]]\n", - " ((Model(zero) + Model(sinusoid, prefix='f0_')) + Model(constant, prefix='f1_'))\n", - "[[Fit Statistics]]\n", - " # fitting method = leastsq\n", - " # function evals = 152\n", - " # data points = 44\n", - " # variables = 4\n", - " chi-square = 5.7932e-05\n", - " reduced chi-square = 1.4483e-06\n", - " Akaike info crit = -587.778608\n", - " Bayesian info crit = -580.641849\n", - " R-squared = 0.69383876\n", - "[[Variables]]\n", - " f0_A: 0.00244399 +/- 2.5720e-04 (10.52%) (init = 0.06827735)\n", - " f0_omega: 0.99739845 +/- 1.6175e-04 (0.02%) (init = 1)\n", - " f0_phi: 0.73122050 +/- 0.17476307 (23.90%) (init = 0)\n", - " f1_A: 0.06459993 +/- 1.8170e-04 (0.28%) (init = 0.06827735)\n", - "[[Correlations]] (unreported correlations are < 0.250)\n", - " C(f0_omega, f0_phi) = -0.7996\n" - ] - } - ], - "source": [ - "from mpes_tools.fit_panel_single import fit_panel_single\n", - "%gui qt\n", - "graph_window=fit_panel_single(-data_array)\n", + "graph_window=fit_panel(data,0, 10, \"box\")\n", "graph_window.show()" ] }, { "cell_type": "code", "execution_count": null, - "id": "721a63f3", + "id": "f46368fe", "metadata": {}, "outputs": [], "source": [] @@ -567,7 +132,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": ".venv", "language": "python", "name": "python3" }, @@ -581,7 +146,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.12.0" } }, "nbformat": 4, From 1629809a04f95c410c40ddde10916174680842f8 Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 12:16:28 +0200 Subject: [PATCH 65/74] update easy access api --- .cspell/custom-dictionary.txt | 14 ++++++ src/mpes_tools/__init__.py | 5 +- tutorials/template.ipynb | 89 ++++++++++++++++++++++------------- 3 files changed, 74 insertions(+), 34 deletions(-) diff --git a/.cspell/custom-dictionary.txt b/.cspell/custom-dictionary.txt index e69de29..944bb8b 100644 --- a/.cspell/custom-dictionary.txt +++ b/.cspell/custom-dictionary.txt @@ -0,0 +1,14 @@ +ARPES +cmap +codemirror +ipython +kernelspec +matplotlib +mpes +nbconvert +nbformat +numpy +nxarray +pygments +pyplot +venv diff --git a/src/mpes_tools/__init__.py b/src/mpes_tools/__init__.py index cb01bcb..3905e21 100644 --- a/src/mpes_tools/__init__.py +++ b/src/mpes_tools/__init__.py @@ -1,7 +1,10 @@ """mpes-tools module easy access APIs.""" import importlib.metadata +from mpes_tools.fit_panel import fit_panel +from mpes_tools.Gui_3d import Gui_3d +from mpes_tools.Main import ARPES_Analyser from mpes_tools.show_4d_window import show_4d_window __version__ = importlib.metadata.version("mpes-tools") -__all__ = ["show_4d_window"] \ No newline at end of file +__all__ = ["show_4d_window", "Gui_3d", "fit_panel", "ARPES_Analyser"] diff --git a/tutorials/template.ipynb b/tutorials/template.ipynb index c203373..f3b6d87 100644 --- a/tutorials/template.ipynb +++ b/tutorials/template.ipynb @@ -9,9 +9,26 @@ "source": [ "# import the 4D data\n", "import numpy as np\n", - "from mpes_tools.hdf5 import load_h5\n", "import nxarray\n", - "import os" + "import os\n", + "import matplotlib.pyplot as plt\n", + "from mpes_tools import show_4d_window\n", + "from mpes_tools import Gui_3d\n", + "from mpes_tools import fit_panel\n", + "from mpes_tools import ARPES_Analyser\n", + "\n", + "%gui qt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d7a3e58c", + "metadata": {}, + "outputs": [], + "source": [ + "# Loading panel\n", + "ARPES_Analyser()" ] }, { @@ -44,8 +61,6 @@ "outputs": [], "source": [ "# Use the 4D Gui\n", - "from mpes_tools.show_4d_window import show_4d_window\n", - "%gui qt\n", "graph_4d = show_4d_window(data_array)\n", "graph_4d.show()" ] @@ -57,18 +72,21 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "data=data_array\n", - "#the energy plot\n", - "\n", - "en=data.loc[{\n", - " 'energy': slice(-0.04999999999999982, 0.0),\n", - " 'delay': slice(-0.00399999999999999, 0.014000000000000012)\n", - "}].mean(dim=('energy', 'delay')).T \n", - "fig,ax=plt.subplots(1,1)\n", - "en.plot(ax=ax,cmap='terrain')\n", - "plt.show()\n", - " " + "data = data_array\n", + "# the energy plot\n", + "en = (\n", + " data.loc[\n", + " {\n", + " \"energy\": slice(-0.04999999999999982, 0.0),\n", + " \"delay\": slice(-0.00399999999999999, 0.014000000000000012),\n", + " }\n", + " ]\n", + " .mean(dim=(\"energy\", \"delay\"))\n", + " .T\n", + ")\n", + "fig, ax = plt.subplots(1, 1)\n", + "en.plot(ax=ax, cmap=\"terrain\")\n", + "plt.show()" ] }, { @@ -79,18 +97,15 @@ "outputs": [], "source": [ "# Use the 3D Gui\n", - "\n", - "import numpy as np\n", - "from mpes_tools.Gui_3d import Gui_3d\n", - "%gui qt\n", - "\n", - "# import the 3D data\n", - "data= data_array.loc[{\n", - " 'kx': slice(0.48, 0.6800000000000002),\n", - "}].mean(dim=('kx'))\n", + "# select the 3D data\n", + "data = data_array.loc[\n", + " {\n", + " \"kx\": slice(0.48, 0.6800000000000002),\n", + " }\n", + "].mean(dim=(\"kx\"))\n", "\n", "# print(data.dims)\n", - "graph_window= Gui_3d(data)\n", + "graph_window = Gui_3d(data)\n", "graph_window.show()" ] }, @@ -101,9 +116,10 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "fig,ax=plt.subplots(1,1)\n", - "data.loc[{data.dims[0]: slice(-0.97, -0.60), data.dims[1]: slice(0.99, 1.56)}].mean(dim=(data.dims[0], data.dims[1])).plot(ax=ax) # Box integration\n", + "fig, ax = plt.subplots(1, 1)\n", + "data.loc[{data.dims[0]: slice(-0.97, -0.60), data.dims[1]: slice(0.99, 1.56)}].mean(\n", + " dim=(data.dims[0], data.dims[1])\n", + ").plot(ax=ax) # Box integration\n", "plt.show()" ] }, @@ -114,10 +130,9 @@ "metadata": {}, "outputs": [], "source": [ - "#Use the fit panel on the extracted data\n", - "from mpes_tools.fit_panel import fit_panel\n", - "%gui qt\n", - "graph_window=fit_panel(data,0, 10, \"box\")\n", + "# Use the fit panel on the extracted data\n", + "data_edc = data.sel({data.dims[0]: slice(0.86, 1.08)}).mean(dim=data.dims[0])\n", + "graph_window = fit_panel(data_edc, 0, 5, \"\")\n", "graph_window.show()" ] }, @@ -128,6 +143,14 @@ "metadata": {}, "outputs": [], "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a5a0b003", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 18cfc9a5918b02a599a909faabd633607ec519b0 Mon Sep 17 00:00:00 2001 From: Amine Wahada Date: Wed, 7 May 2025 12:50:54 +0200 Subject: [PATCH 66/74] stored the colorscale variables --- src/mpes_tools/Gui_3d.py | 2 +- src/mpes_tools/show_4d_window.py | 12 ++++++++---- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/src/mpes_tools/Gui_3d.py b/src/mpes_tools/Gui_3d.py index 5504a3f..bec027b 100644 --- a/src/mpes_tools/Gui_3d.py +++ b/src/mpes_tools/Gui_3d.py @@ -175,7 +175,7 @@ def __init__(self,data_array: xr.DataArray,t=None,dt=None): # plot the main graph self.im = self.data2D_plot.plot(ax=self.axes[0], cmap='terrain', add_colorbar=False) self.axes[0].figure.colorbar(self.im, ax=self.axes[0]) - colorscale_slider(canvas_layout, self.im, self.axes[0].figure.canvas) + self.colorscale_2dplot=colorscale_slider(canvas_layout, self.im, self.axes[0].figure.canvas) # define the initial positions of the cursors in the main graph diff --git a/src/mpes_tools/show_4d_window.py b/src/mpes_tools/show_4d_window.py index 47dbb8a..3339e6d 100644 --- a/src/mpes_tools/show_4d_window.py +++ b/src/mpes_tools/show_4d_window.py @@ -152,6 +152,10 @@ def __init__(self,data_array: xr.DataArray): # file_menu.addAction(open_graph_action) self.graph_windows = [] + self.colorscale_energy=[] + self.colorscale_ky=[] + self.colorscale_kx=[] + self.colorscale_dt=[] self.show() self.load_data(data_array) @@ -318,10 +322,10 @@ def initialize_plots(self): self.im2.set_clim([self.data_array.min(),self.data_array.max()]) self.im3.set_clim([self.data_array.min(),self.data_array.max()]) - colorscale_slider(self.graph_layout_list[0], self.im0, self.canvases[0], [self.data_array.min(),self.data_array.max()]) - colorscale_slider(self.graph_layout_list[1], self.im1, self.canvases[1], [self.data_array.min(),self.data_array.max()]) - colorscale_slider(self.graph_layout_list[2], self.im2, self.canvases[2], [self.data_array.min(),self.data_array.max()]) - colorscale_slider(self.graph_layout_list[3], self.im3, self.canvases[3], [self.data_array.min(),self.data_array.max()]) + self.colorscale_energy=colorscale_slider(self.graph_layout_list[0], self.im0, self.canvases[0], [self.data_array.min(),self.data_array.max()]) + self.colorscale_ky=colorscale_slider(self.graph_layout_list[1], self.im1, self.canvases[1], [self.data_array.min(),self.data_array.max()]) + self.colorscale_kx=colorscale_slider(self.graph_layout_list[2], self.im2, self.canvases[2], [self.data_array.min(),self.data_array.max()]) + self.colorscale_dt=colorscale_slider(self.graph_layout_list[3], self.im3, self.canvases[3], [self.data_array.min(),self.data_array.max()]) def initialize_cursors(self): From 657b3addf7d591c2bb155b6b76e22b19953586b4 Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 13:53:46 +0200 Subject: [PATCH 67/74] format --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index cb70849..1404c97 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -36,7 +36,7 @@ dependencies = [ "PyQt5>=5.0.0", "xarray>=0.20.2", "nxarray>=0.4.4", - "superqt >=0.3.0", + "superqt >=0.3.0", ] [project.urls] From 27e777735978e61b55188a3d029181d7f8ac4445 Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 23:31:47 +0200 Subject: [PATCH 68/74] add rudimentary tests --- tests/__init__.py | 0 tests/data/example.nxs | Bin 0 -> 4376544 bytes tests/test_guis.py | 63 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zCk*;NBO9*^O3?hBDT-w~mR?`lYB{NW-6B^uQG$NqUy7V{?E@ViwAR!Q9)~|klP;&l z-j-eRFY_BkpYRZ>>M7qlPVnISF?tX3`wYDY_2|3w?(?}{=~3OwmmML z=uFUmme(Pod4TRAB)_sWJ9A|fW9E7e=4sgPeo%HQkC4YHrnplSy18pP;^Fcae!+ZvQJwOLdo=mcr~#BVFrnbxO+< zVNmb-tDixAzO3ZcnQyc=kCtzpYybbf=XOI6u53GB_tdb@=ZpQicBX#_>i5-c=L;P9 z{OuH9K|Q>t_`>+SzkUMk4>;Qme%{&!eoQ`glOOhZ>$l%S{!PAiqkP!+ZoBv~`3gI4 z2j>*@*eBh&3pxgGLH`^F)gI7CRZPII8{5Sz)r1a@H`j$=Xs9a?|O#0E`!3{4SslS WqF;WHf0M7>;D^^nwu>K=um1x?s3igb literal 0 HcmV?d00001 diff --git a/tests/test_guis.py b/tests/test_guis.py new file mode 100644 index 0000000..a93f973 --- /dev/null +++ b/tests/test_guis.py @@ -0,0 +1,63 @@ +import os + +import nxarray as nxr +import pytest +from PyQt5.QtWidgets import QApplication + +from mpes_tools import ARPES_Analyser +from mpes_tools import fit_panel +from mpes_tools import Gui_3d +from mpes_tools import show_4d_window + +test_dir = os.path.dirname(__file__) +app = QApplication([]) + + +@pytest.fixture +def data_4d(): + data = nxr.load(f"{test_dir}/data/example.nxs").data + return data + + +@pytest.fixture +def data_3d(data_4d): + data = data_4d.loc[{"kx": slice(0.48, 0.68)}].mean(dim=("kx")) + return data + + +@pytest.fixture +def data_2d(data_3d): + data = data_3d.loc[{"ky": slice(0.86, 1.08)}].mean(dim="ky") + return data + + +def test_gui_4d_initialization(data_4d): + # Initialize the 3D GUI with the processed data + graph_window = show_4d_window(data_4d) + + # Assert that the GUI object is created successfully + assert graph_window is not None + + +def test_gui_3d_initialization(data_3d): + # Initialize the 3D GUI with the processed data + graph_window = Gui_3d(data_3d) + + # Assert that the GUI object is created successfully + assert graph_window is not None + + +def test_fit_gui_initialization(data_2d): + # Initialize the 3D GUI with the processed data + graph_window = fit_panel(data_2d, 0, 0, "") + + # Assert that the GUI object is created successfully + assert graph_window is not None + + +def test_main_gui_initialization(): + # Initialize the 3D GUI with the processed data + graph_window = ARPES_Analyser() + + # Assert that the GUI object is created successfully + assert graph_window is not None From 9669be47cf98612e1daa15252e2879d2b5cb2fb5 Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 23:32:57 +0200 Subject: [PATCH 69/74] add workflows --- .github/workflows/linting.yml | 45 ++++++++++++++++++++++ .github/workflows/release.yml | 40 +++++++++++++++++++ .github/workflows/testing_coverage.yml | 39 +++++++++++++++++++ .github/workflows/testing_multiversion.yml | 37 ++++++++++++++++++ 4 files changed, 161 insertions(+) create mode 100644 .github/workflows/linting.yml create mode 100644 .github/workflows/release.yml create mode 100644 .github/workflows/testing_coverage.yml create mode 100644 .github/workflows/testing_multiversion.yml diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml new file mode 100644 index 0000000..55d2ee6 --- /dev/null +++ b/.github/workflows/linting.yml @@ -0,0 +1,45 @@ +name: linting + +# Triggers the workflow on push for all branches +on: + push: + +jobs: + lint: + runs-on: ubuntu-latest + steps: + # Check out repo and set up Python + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + # Setup python + + - name: Install uv and set the python version to 3.12 + uses: astral-sh/setup-uv@v5 + with: + python-version: 3.12 + + - name: Install package and dev dependencies + run: | + uv pip install ".[dev]" + + # Linting steps, execute all linters even if one fails + - name: ruff check + run: + ruff check src/mpes_tools tests + - name: ruff formatting + if: ${{ always() }} + run: + ruff format --check src/mpes_tools tests + - name: mypy + if: ${{ always() }} + run: + mypy src/mpes_tools tests + - name: spellcheck + if: ${{ always() }} + uses: streetsidesoftware/cspell-action@v6 + with: + check_dot_files: false + incremental_files_only: false + config: './cspell.json' diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..c82e2e1 --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,40 @@ +name: Upload Python Package + +# Workflow runs a release job on every published tag. +# The package is distributed as sed-processor +on: + release: + types: [published] + +env: + python-version: 3.12 + +jobs: + release: + name: Upload release to PyPI + runs-on: ubuntu-latest + environment: + name: testpypi + # url: https://pypi.org/p/mpes-tools + url: https://test.pypi.org/p/mpes-tools + permissions: + id-token: write + + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Install uv and set the python version to ${{ env.python-version }} + uses: astral-sh/setup-uv@v5 + with: + python-version: ${{ env.python-version }} + + - name: Build package + run: uv build + + - name: Publish package distributions to PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + with: + verbose: true + repository-url: https://test.pypi.org/legacy/ diff --git a/.github/workflows/testing_coverage.yml b/.github/workflows/testing_coverage.yml new file mode 100644 index 0000000..29dea6b --- /dev/null +++ b/.github/workflows/testing_coverage.yml @@ -0,0 +1,39 @@ +name: pytest and coverage report + +# Triggers the workflow on push for all branches and PR only for main +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + pytest: + runs-on: ubuntu-latest + steps: + # Check out repo and set up Python + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + # Setup python + - name: Install uv and set the python version to 3.12 + uses: astral-sh/setup-uv@v5 + with: + python-version: 3.12 + + - name: Install package + run: | + uv pip install -e ".[dev]" + + # Run pytest with coverage report, saving to xml + - name: Run tests on python 3.12 + run: | + pytest --cov --cov-report xml:cobertura.xml --full-trace --show-capture=no -sv -n auto tests/ + + # Take report and upload to coveralls + - name: Coveralls + uses: coverallsapp/github-action@v2 + with: + github-token: ${{ secrets.GITHUB_TOKEN }} + file: ./cobertura.xml diff --git a/.github/workflows/testing_multiversion.yml b/.github/workflows/testing_multiversion.yml new file mode 100644 index 0000000..02b594b --- /dev/null +++ b/.github/workflows/testing_multiversion.yml @@ -0,0 +1,37 @@ +# Tests for all supported versions [Python 3.9|3.10|3.11|3.12] +name: Unit Tests + +on: + schedule: + - cron: '0 1 * * 1' + workflow_dispatch: + push: + branches: [ main ] + +jobs: + pytest: + runs-on: ubuntu-latest + # Using matrix strategy + strategy: + fail-fast: false + matrix: + python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"] + + steps: + # Check out repo and set up Python + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Install uv and set the python version to ${{ matrix.python-version }} + uses: astral-sh/setup-uv@v5 + with: + python-version: ${{ matrix.python-version }} + + - name: Install package and test dependencies + run: | + uv pip install ".[dev]" + + - name: Run tests on python ${{matrix.python-version}} + run: | + pytest --full-trace --show-capture=no -sv -n auto tests/ From 2c8246d22a3d2bb3de0c1e4f326eec17e1eb40de Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 23:42:08 +0200 Subject: [PATCH 70/74] add ipython to requirements --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index 1404c97..d1fa5c7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -30,6 +30,7 @@ classifiers = [ ] dependencies = [ + "ipython>=8.0.0", "lmfit>=1.0.3", "matplotlib>=3.8.0", "numpy>=1.26.1,<2.0", From 25046bd6a749c6726f2e181a917a56036941ea84 Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Wed, 7 May 2025 23:56:16 +0200 Subject: [PATCH 71/74] use pytest-qt --- .cspell/custom-dictionary.txt | 1 + pyproject.toml | 1 + tests/test_guis.py | 10 ++++------ 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.cspell/custom-dictionary.txt b/.cspell/custom-dictionary.txt index 944bb8b..b000b50 100644 --- a/.cspell/custom-dictionary.txt +++ b/.cspell/custom-dictionary.txt @@ -11,4 +11,5 @@ numpy nxarray pygments pyplot +qtbot venv diff --git a/pyproject.toml b/pyproject.toml index d1fa5c7..ee49be8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -50,6 +50,7 @@ dev = [ "pytest-cov>=3.0.0", "pytest-xdist>=2.5.0", "pytest-clarity>=1.0.1", + "pytest-qt", "ruff<0.3.0,>=0.1.7", "mypy<1.10.0,>=1.6.0", "pre-commit>=3.0.0", diff --git a/tests/test_guis.py b/tests/test_guis.py index a93f973..8db3328 100644 --- a/tests/test_guis.py +++ b/tests/test_guis.py @@ -2,7 +2,6 @@ import nxarray as nxr import pytest -from PyQt5.QtWidgets import QApplication from mpes_tools import ARPES_Analyser from mpes_tools import fit_panel @@ -10,7 +9,6 @@ from mpes_tools import show_4d_window test_dir = os.path.dirname(__file__) -app = QApplication([]) @pytest.fixture @@ -31,7 +29,7 @@ def data_2d(data_3d): return data -def test_gui_4d_initialization(data_4d): +def test_gui_4d_initialization(data_4d, qtbot): # noqa: ARG001 # Initialize the 3D GUI with the processed data graph_window = show_4d_window(data_4d) @@ -39,7 +37,7 @@ def test_gui_4d_initialization(data_4d): assert graph_window is not None -def test_gui_3d_initialization(data_3d): +def test_gui_3d_initialization(data_3d, qtbot): # noqa: ARG001 # Initialize the 3D GUI with the processed data graph_window = Gui_3d(data_3d) @@ -47,7 +45,7 @@ def test_gui_3d_initialization(data_3d): assert graph_window is not None -def test_fit_gui_initialization(data_2d): +def test_fit_gui_initialization(data_2d, qtbot): # noqa: ARG001 # Initialize the 3D GUI with the processed data graph_window = fit_panel(data_2d, 0, 0, "") @@ -55,7 +53,7 @@ def test_fit_gui_initialization(data_2d): assert graph_window is not None -def test_main_gui_initialization(): +def test_main_gui_initialization(qtbot): # noqa: ARG001 # Initialize the 3D GUI with the processed data graph_window = ARPES_Analyser() From 4e34e2b0a24f6892aa8a5feabfb25778735a6cee Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Thu, 8 May 2025 00:08:42 +0200 Subject: [PATCH 72/74] try different approach --- .cspell/custom-dictionary.txt | 1 + tests/test_guis.py | 7 +++++++ 2 files changed, 8 insertions(+) diff --git a/.cspell/custom-dictionary.txt b/.cspell/custom-dictionary.txt index b000b50..10a6541 100644 --- a/.cspell/custom-dictionary.txt +++ b/.cspell/custom-dictionary.txt @@ -11,5 +11,6 @@ numpy nxarray pygments pyplot +pytestqt qtbot venv diff --git a/tests/test_guis.py b/tests/test_guis.py index 8db3328..a8b071b 100644 --- a/tests/test_guis.py +++ b/tests/test_guis.py @@ -2,6 +2,7 @@ import nxarray as nxr import pytest +from pytestqt.qt_compat import qt_api from mpes_tools import ARPES_Analyser from mpes_tools import fit_panel @@ -30,14 +31,18 @@ def data_2d(data_3d): def test_gui_4d_initialization(data_4d, qtbot): # noqa: ARG001 + app = qt_api.QtWidgets.QApplication.instance() # noqa: F841 # Initialize the 3D GUI with the processed data graph_window = show_4d_window(data_4d) + graph_window.show() + qtbot.addWidget(graph_window) # Assert that the GUI object is created successfully assert graph_window is not None def test_gui_3d_initialization(data_3d, qtbot): # noqa: ARG001 + app = qt_api.QtWidgets.QApplication.instance() # noqa: F841 # Initialize the 3D GUI with the processed data graph_window = Gui_3d(data_3d) @@ -46,6 +51,7 @@ def test_gui_3d_initialization(data_3d, qtbot): # noqa: ARG001 def test_fit_gui_initialization(data_2d, qtbot): # noqa: ARG001 + app = qt_api.QtWidgets.QApplication.instance() # noqa: F841 # Initialize the 3D GUI with the processed data graph_window = fit_panel(data_2d, 0, 0, "") @@ -54,6 +60,7 @@ def test_fit_gui_initialization(data_2d, qtbot): # noqa: ARG001 def test_main_gui_initialization(qtbot): # noqa: ARG001 + app = qt_api.QtWidgets.QApplication.instance() # noqa: F841 # Initialize the 3D GUI with the processed data graph_window = ARPES_Analyser() From c5139fb45195b79fffb73ae4918f7d42b8d717ae Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Thu, 8 May 2025 00:23:15 +0200 Subject: [PATCH 73/74] run tests in offscreen platform --- .github/workflows/testing_coverage.yml | 1 + .github/workflows/testing_multiversion.yml | 1 + 2 files changed, 2 insertions(+) diff --git a/.github/workflows/testing_coverage.yml b/.github/workflows/testing_coverage.yml index 29dea6b..26a757c 100644 --- a/.github/workflows/testing_coverage.yml +++ b/.github/workflows/testing_coverage.yml @@ -29,6 +29,7 @@ jobs: # Run pytest with coverage report, saving to xml - name: Run tests on python 3.12 run: | + export QT_QPA_PLATFORM=offscreen pytest --cov --cov-report xml:cobertura.xml --full-trace --show-capture=no -sv -n auto tests/ # Take report and upload to coveralls diff --git a/.github/workflows/testing_multiversion.yml b/.github/workflows/testing_multiversion.yml index 02b594b..f5d5e2d 100644 --- a/.github/workflows/testing_multiversion.yml +++ b/.github/workflows/testing_multiversion.yml @@ -34,4 +34,5 @@ jobs: - name: Run tests on python ${{matrix.python-version}} run: | + export QT_QPA_PLATFORM=offscreen pytest --full-trace --show-capture=no -sv -n auto tests/ From 9e9446826ecb164621b0bc05a4e156223c9f8cad Mon Sep 17 00:00:00 2001 From: Laurenz Rettig Date: Thu, 8 May 2025 00:35:58 +0200 Subject: [PATCH 74/74] allow python3.13, use main pypi repo --- .github/workflows/release.yml | 9 +++++---- pyproject.toml | 3 ++- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index c82e2e1..00bf630 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -14,9 +14,10 @@ jobs: name: Upload release to PyPI runs-on: ubuntu-latest environment: - name: testpypi - # url: https://pypi.org/p/mpes-tools - url: https://test.pypi.org/p/mpes-tools + name: pypi + url: https://pypi.org/p/mpes-tools + # name: testpypi + # url: https://test.pypi.org/p/mpes-tools permissions: id-token: write @@ -37,4 +38,4 @@ jobs: uses: pypa/gh-action-pypi-publish@release/v1 with: verbose: true - repository-url: https://test.pypi.org/legacy/ + # repository-url: https://test.pypi.org/legacy/ diff --git a/pyproject.toml b/pyproject.toml index ee49be8..ef130db 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,12 +19,13 @@ authors = [ readme = "README.md" keywords = ["mpes", "arpes", "trarpes", "gui"] license = { file = "LICENSE" } -requires-python = ">=3.9,<3.13" +requires-python = ">=3.9" classifiers = [ "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", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", ]

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