Package content

Subpackages:

• eolearn.core
  • eolearn.core.extra
    • eolearn.core.extra.ray
      • RayExecutor
        • RayExecutor.run()
      • parallelize_with_ray()
      • join_ray_futures()
      • join_ray_futures_iter()
  • eolearn.core.utils
    • eolearn.core.utils.common
      • deep_eq()
      • generate_uid()
      • is_discrete_type()
    • eolearn.core.utils.fs
      • get_filesystem()
      • get_base_filesystem_and_path()
      • load_s3_filesystem()
      • get_aws_credentials()
      • pickle_fs()
      • unpickle_fs()
      • get_full_path()
      • join_path()
      • split_all_extensions()
      • is_s3_path()
    • eolearn.core.utils.logging
      • LogFileFilter
        • LogFileFilter.filter()
    • eolearn.core.utils.parallelize
      • parallelize()
      • execute_with_mp_lock()
      • submit_and_monitor_execution()
      • join_futures()
      • join_futures_iter()
    • eolearn.core.utils.parsing
      • FeatureParser
        • FeatureParser.get_feature_specifications()
        • FeatureParser.get_features()
        • FeatureParser.get_renamed_features()
      • parse_feature()
      • parse_renamed_feature()
      • parse_features()
      • parse_renamed_features()
    • eolearn.core.utils.raster
      • fast_nanpercentile()
      • constant_pad()
    • eolearn.core.utils.testing
      • PatchGeneratorConfig
        • PatchGeneratorConfig.num_timestamps
        • PatchGeneratorConfig.timestamps_range
        • PatchGeneratorConfig.timestamps
        • PatchGeneratorConfig.max_integer_value
        • PatchGeneratorConfig.raster_shape
        • PatchGeneratorConfig.depth_range
      • generate_eopatch()
      • assert_feature_data_equal()
    • eolearn.core.utils.types
  • eolearn.core.constants
    • EnumWithDeprecations
    • FeatureType
      • FeatureType.DATA
      • FeatureType.MASK
      • FeatureType.SCALAR
      • FeatureType.LABEL
      • FeatureType.VECTOR
      • FeatureType.DATA_TIMELESS
      • FeatureType.MASK_TIMELESS
      • FeatureType.SCALAR_TIMELESS
      • FeatureType.LABEL_TIMELESS
      • FeatureType.VECTOR_TIMELESS
      • FeatureType.META_INFO
      • FeatureType.BBOX
      • FeatureType.TIMESTAMPS
      • FeatureType.has_value()
      • FeatureType.is_spatial()
      • FeatureType.is_temporal()
      • FeatureType.is_timeless()
      • FeatureType.is_discrete()
      • FeatureType.is_meta()
      • FeatureType.is_vector()
      • FeatureType.is_array()
      • FeatureType.is_image()
      • FeatureType.is_raster()
      • FeatureType.has_dict()
      • FeatureType.contains_ndarrays()
      • FeatureType.ndim()
      • FeatureType.type()
      • FeatureType.file_format()
    • PermissionsWithDeprecations
    • OverwritePermission
      • OverwritePermission.ADD_ONLY
      • OverwritePermission.OVERWRITE_FEATURES
      • OverwritePermission.OVERWRITE_PATCH
  • eolearn.core.core_tasks
    • CopyTask
      • CopyTask.execute()
    • DeepCopyTask
      • DeepCopyTask.execute()
    • IOTask
      • IOTask.filesystem
    • SaveTask
      • SaveTask.execute()
    • LoadTask
      • LoadTask.execute()
    • AddFeatureTask
      • AddFeatureTask.execute()
    • RemoveFeatureTask
      • RemoveFeatureTask.execute()
    • RenameFeatureTask
      • RenameFeatureTask.execute()
    • DuplicateFeatureTask
      • DuplicateFeatureTask.execute()
    • InitializeFeatureTask
      • InitializeFeatureTask.execute()
    • MoveFeatureTask
      • MoveFeatureTask.execute()
    • TemporalSubsetTask
      • TemporalSubsetTask.execute()
    • MapFeatureTask
      • MapFeatureTask.execute()
      • MapFeatureTask.map_method()
    • ZipFeatureTask
      • ZipFeatureTask.execute()
      • ZipFeatureTask.zip_method()
    • MergeFeatureTask
      • MergeFeatureTask.zip_method()
    • ExtractBandsTask
      • ExtractBandsTask.map_method()
    • ExplodeBandsTask
      • ExplodeBandsTask.execute()
    • CreateEOPatchTask
      • CreateEOPatchTask.execute()
    • MergeEOPatchesTask
      • MergeEOPatchesTask.execute()
  • eolearn.core.eodata
    • EOPatch
      • EOPatch.timestamp
      • EOPatch.timestamps
      • EOPatch.get_timestamps()
      • EOPatch.bbox
      • EOPatch.copy()
      • EOPatch.get_spatial_dimension()
      • EOPatch.get_features()
      • EOPatch.save()
      • EOPatch.load()
      • EOPatch.merge()
      • EOPatch.consolidate_timestamps()
      • EOPatch.temporal_subset()
      • EOPatch.plot()
  • eolearn.core.eoexecution
    • EOExecutor
      • EOExecutor.REPORT_FILENAME
      • EOExecutor.STATS_START_TIME
      • EOExecutor.STATS_END_TIME
      • EOExecutor.run()
      • EOExecutor.get_successful_executions()
      • EOExecutor.get_failed_executions()
      • EOExecutor.get_report_path()
      • EOExecutor.make_report()
      • EOExecutor.get_log_paths()
      • EOExecutor.read_logs()
  • eolearn.core.eonode
    • EONode
      • EONode.task
      • EONode.inputs
      • EONode.name
      • EONode.uid
      • EONode.get_name()
      • EONode.get_dependencies()
    • linearly_connect_tasks()
    • NodeStats
      • NodeStats.node_uid
      • NodeStats.node_name
      • NodeStats.start_time
      • NodeStats.end_time
      • NodeStats.exception_info
    • ExceptionInfo
      • ExceptionInfo.exception
      • ExceptionInfo.traceback
      • ExceptionInfo.origin
  • eolearn.core.eotask
    • EOTask
      • EOTask.parse_renamed_feature()
      • EOTask.parse_renamed_features()
      • EOTask.private_task_config
      • EOTask.execute()
      • EOTask.parse_feature()
      • EOTask.parse_features()
      • EOTask.get_feature_parser()
  • eolearn.core.eoworkflow
    • EOWorkflow
      • EOWorkflow.from_endnodes()
      • EOWorkflow.execute()
      • EOWorkflow.validate_input_kwargs()
      • EOWorkflow.get_nodes()
      • EOWorkflow.get_node_with_uid()
      • EOWorkflow.get_dot()
      • EOWorkflow.dependency_graph()
    • WorkflowResults
      • WorkflowResults.outputs
      • WorkflowResults.start_time
      • WorkflowResults.end_time
      • WorkflowResults.stats
      • WorkflowResults.error_node_uid
      • WorkflowResults.workflow_failed()
      • WorkflowResults.drop_outputs()
  • eolearn.core.eoworkflow_tasks
    • InputTask
      • InputTask.execute()
    • OutputTask
      • OutputTask.name
      • OutputTask.execute()
  • eolearn.core.exceptions
    • EODeprecationWarning
    • EOUserWarning
    • EORuntimeWarning
    • TemporalDimensionWarning
  • eolearn.core.types
    • FeaturesSpecification
• eolearn.coregistration
  • eolearn.coregistration.coregistration
    • ECCRegistrationTask
      • ECCRegistrationTask.register()
      • ECCRegistrationTask.execute()
      • ECCRegistrationTask.warp()
      • ECCRegistrationTask.warp_feature()
      • ECCRegistrationTask.is_translation_large()
    • get_gradient()
• eolearn.features
  • eolearn.features.extra
    • eolearn.features.extra.clustering
      • ClusteringTask
        • ClusteringTask.execute()
    • eolearn.features.extra.interpolation
      • base_interpolation_function()
      • interpolation_function()
      • interpolation_function_parallel()
      • InterpolationTask
        • InterpolationTask.interpolate_data()
        • InterpolationTask.get_interpolation_function()
        • InterpolationTask.get_resampled_timestamp()
        • InterpolationTask.execute()
      • LinearInterpolationTask
        • LinearInterpolationTask.interpolate_data()
      • CubicInterpolationTask
      • SplineInterpolationTask
      • BSplineInterpolationTask
      • AkimaInterpolationTask
      • KrigingObject
      • KrigingInterpolationTask
      • ResamplingTask
        • ResamplingTask.interpolate_data()
        • ResamplingTask.get_interpolation_function()
      • NearestResamplingTask
      • LinearResamplingTask
      • CubicResamplingTask
  • eolearn.features.feature_manipulation
    • SimpleFilterTask
      • SimpleFilterTask.execute()
    • FilterTimeSeriesTask
    • SpatialResizeTask
      • SpatialResizeTask.execute()
  • eolearn.features.ndi
    • NormalizedDifferenceIndexTask
      • NormalizedDifferenceIndexTask.map_method()
  • eolearn.features.utils
    • ResizeParam
      • ResizeParam.NEW_SIZE
      • ResizeParam.SCALE_FACTORS
      • ResizeParam.RESOLUTION
    • ResizeMethod
      • ResizeMethod.NEAREST
      • ResizeMethod.LINEAR
      • ResizeMethod.CUBIC
      • ResizeMethod.get_cv2_method()
      • ResizeMethod.get_pil_method()
    • ResizeLib
      • ResizeLib.PIL
      • ResizeLib.CV2
      • ResizeLib.get_compatible_dtype()
    • spatially_resize_image()
• eolearn.geometry
  • eolearn.geometry.morphology
    • ErosionTask
      • ErosionTask.execute()
    • MorphologicalOperations
      • MorphologicalOperations.OPENING
      • MorphologicalOperations.CLOSING
      • MorphologicalOperations.DILATION
      • MorphologicalOperations.EROSION
      • MorphologicalOperations.get_operation()
    • MorphologicalStructFactory
      • MorphologicalStructFactory.get_disk()
      • MorphologicalStructFactory.get_rectangle()
      • MorphologicalStructFactory.get_square()
    • MorphologicalFilterTask
      • MorphologicalFilterTask.map_method()
  • eolearn.geometry.transformations
    • VectorToRasterTask
      • VectorToRasterTask.rasterize_overlapped()
      • VectorToRasterTask.execute()
    • RasterToVectorTask
      • RasterToVectorTask.execute()
• eolearn.io
  • eolearn.io.geometry_io
    • VectorImportTask
      • VectorImportTask.aws_session
      • VectorImportTask.dataset_crs
      • VectorImportTask.execute()
  • eolearn.io.raster_io
    • BaseRasterIoTask
    • ExportToTiffTask
      • ExportToTiffTask.execute()
    • ImportFromTiffTask
      • ImportFromTiffTask.execute()
  • eolearn.io.sentinelhub_process
    • SentinelHubInputBaseTask
      • SentinelHubInputBaseTask.execute()
    • SentinelHubEvalscriptTask
    • SentinelHubInputTask
    • SentinelHubDemTask
• eolearn.mask
  • eolearn.mask.extra
    • eolearn.mask.extra.cloud_mask
      • CloudMaskTask
        • CloudMaskTask.execute()
  • eolearn.mask.masking
    • JoinMasksTask
      • JoinMasksTask.zip_method()
    • MaskFeatureTask
      • MaskFeatureTask.execute()
    • apply_mask()
  • eolearn.mask.snow_mask
    • SnowMaskTask
      • SnowMaskTask.NDVI_THRESHOLD
      • SnowMaskTask.execute()
• eolearn.ml_tools
  • eolearn.ml_tools.sampling
    • random_point_in_triangle()
    • sample_by_values()
    • expand_to_grids()
    • get_mask_of_samples()
    • BaseSamplingTask
    • FractionSamplingTask
      • FractionSamplingTask.execute()
    • BlockSamplingTask
      • BlockSamplingTask.execute()
    • GridSamplingTask
      • GridSamplingTask.execute()
• eolearn.visualization
  • eolearn.visualization.eoexecutor
    • EOExecutorVisualization
      • EOExecutorVisualization.make_report()
  • eolearn.visualization.eopatch
    • PlotBackend
      • PlotBackend.MATPLOTLIB
    • plot_eopatch()
    • PlotConfig
      • PlotConfig.rgb_factor
      • PlotConfig.timestamp_column
      • PlotConfig.geometry_column
      • PlotConfig.subplot_width
      • PlotConfig.subplot_height
      • PlotConfig.interpolation
      • PlotConfig.subplot_kwargs
      • PlotConfig.show_title
      • PlotConfig.title_kwargs
      • PlotConfig.label_kwargs
      • PlotConfig.bbox_kwargs
    • MatplotlibVisualization
      • MatplotlibVisualization.plot()
      • MatplotlibVisualization.collect_and_prepare_feature()
  • eolearn.visualization.eoworkflow
    • EOWorkflowVisualization
      • EOWorkflowVisualization.dependency_graph()
      • EOWorkflowVisualization.get_dot()
  • eolearn.visualization.utils
    • plot_confusion_matrix()