Version 1.5.0

Changelog:

• (codebreaking) Simplified RasterizePipeline and improve rasterization of temporal vectors.
• (codebreaking) Area managers no longer offer AOI modification in the area parameter. It has been replaced with a simpler filename field. We added a rerouting parser, so old configs should work for a while longer.
• (codebreaking) Separated machine learning requirements to ML extra that you can install via pip install eogrow[ML]. These packages are only necessary for sampling, training, and prediction pipelines.
• Added VectorImportPipeline for adding vector features to EOPatches.
• Improved ExportMapsPipeline when working with large amounts of files, contributed by @aashishd.
• Config files are now uploaded to the cluster before being executed. This prevents issues with commands failing on very large configs.
• Added restrict_types validator that detects incompatible FeatureType inputs for fields of type Feature.
• Added ensure_storage_key_presence validator, which checks that the specified storage key is defined in the storage manager. Typos in storage keys will now be detected at validation.
• Storage managers now support a filesystem_kwargs parameter.
• Fixed bug where area managers would not filter the grid correctly if the grid was read from the cache.
• Logs to stdout are now colored and contain timestamps.
• Logging configs can now use "..." value to reference default packages for fields such as pipeline_ignore_packages.
• Pipelines can now be given custom names, which makes it easier to identify certain pipelines when searching for logs or when running them in config chains.
• Switched to a pyproject.toml based installation.
• Added new sections to documentation of the high level overview and a collection of commonly used patterns.
• Improved testing tools.
• Various minor improvements.