geowatch.cli package

Subpackages

• geowatch.cli.smartflow package
  • Submodules
    • geowatch.cli.smartflow.run_bas_datagen module
      • BASDatasetConfig
      • main()
      • build_combined_stac()
      • input_stac_to_kwcoco()
      • run_stac_to_cropped_kwcoco()
    • geowatch.cli.smartflow.run_bas_fusion module
      • BasFusionConfig
      • main()
      • run_bas_fusion_for_baseline()
    • geowatch.cli.smartflow.run_dino_sv module
      • DinoSVConfig
      • main()
      • run_dino_sv()
    • geowatch.cli.smartflow.run_dzyne_parallel_site_vali module
      • DzyneParallelSiteValiConfig
      • main()
      • run_dzyne_parallel_site_vali_for_baseline()
    • geowatch.cli.smartflow.run_fixups module
      • FixupConfig
      • main()
    • geowatch.cli.smartflow.run_pseudolive_consolidate module
      • PseudoliveConsolidateConfig
      • main()
      • run_pseudolive_consolidate()
    • geowatch.cli.smartflow.run_psuedolive_copy_previous module
      • PsuedoliveCopyPreviousConfig
      • main()
      • _update_region()
      • run_copy_previous_region_model()
    • geowatch.cli.smartflow.run_sc_datagen module
      • ACSCDatasetConfig
      • main()
      • run_generate_sc_cropped_kwcoco()
    • geowatch.cli.smartflow.run_sc_fusion module
      • SCFusionConfig
      • main()
      • run_sc_fusion_for_baseline()
    • geowatch.cli.smartflow.run_sv_datagen module
      • SVDatasetConfig
      • main()
      • run_generate_sv_cropped_kwcoco()
    • geowatch.cli.smartflow.run_teamfeat_acsc_landcover module
      • TeamFeatLandcover
      • main()
    • geowatch.cli.smartflow.run_teamfeat_cold module
      • TeamFeatColdConfig
      • main()
    • geowatch.cli.smartflow.run_teamfeat_invariants module
      • TeamFeatInvariantsConfig
      • main()
      • run_uky_invariants_for_baseline()
    • geowatch.cli.smartflow.run_teamfeat_landcover module
      • TeamFeatLandcoverConfig
      • main()
      • run_landcover_for_baseline()
    • geowatch.cli.smartflow.run_teamfeat_mae module
      • TeamFeatMAE
      • main()
    • geowatch.cli.smartflow.run_upload_to_rgd module
      • UploadRGDConfig
      • main()
      • get_model_results()
      • upload_to_rgd()
      • post_site()
  • Module contents
• geowatch.cli.special package
  • Submodules
    • geowatch.cli.special.finish_install module
      • FinishInstallCLI
      • parse_requirements()
      • main()
  • Module contents

Submodules

• geowatch.cli.__main__ module
  • main()
• geowatch.cli.animate_visualizations module
  • animate_visualizations()
• geowatch.cli.baseline_framework_ingress module
  • BaselineFrameworkIngressConfig
    • BaselineFrameworkIngressConfig.default
    • BaselineFrameworkIngressConfig.normalize()
  • main()
  • baseline_framework_ingress()
  • read_input_stac_items()
  • load_input_stac_items()
• geowatch.cli.cluster_sites module
  • ClusterSiteConfig
    • ClusterSiteConfig.default
    • ClusterSiteConfig.main()
  • main()
• geowatch.cli.coco_add_watch_fields module
  • AddWatchFieldsConfig
    • AddWatchFieldsConfig.default
    • AddWatchFieldsConfig.normalize()
  • main()
• geowatch.cli.coco_align module
  • AssetExtractConfig
    • AssetExtractConfig.default
    • AssetExtractConfig.normalize()
  • ImageExtractConfig
    • ImageExtractConfig.default
  • ExtractConfig
    • ExtractConfig.default
    • ExtractConfig.normalize()
  • CocoAlignGeotiffConfig
    • CocoAlignGeotiffConfig.default
  • main()
  • SimpleDataCube
    • SimpleDataCube.demo()
    • SimpleDataCube.query_image_overlaps()
    • SimpleDataCube.extract_overlaps()
  • _handle_multiple_images_per_date()
  • extract_image_job()
  • _fix_geojson_poly()
  • _aligncrop()
  • _debug_valid_regions()
  • SkipImage
• geowatch.cli.coco_align_geotiffs module
• geowatch.cli.coco_average_features module
  • CocoAverageFeaturesConfig
    • CocoAverageFeaturesConfig.default
  • split_channel_names_by_grammar()
  • check_kwcoco_file()
  • merge_kwcoco_channels()
  • main()
• geowatch.cli.coco_clean_geotiffs module
  • CleanGeotiffConfig
    • CleanGeotiffConfig.default
  • main()
  • probe_image_issues()
  • probe_asset()
  • _probe_correct_nodata_value()
  • probe_asset_imdata()
  • probe_band_imdata()
  • fix_single_asset()
  • fix_geotiff_ondisk()
  • draw_asset_summary()
• geowatch.cli.coco_combine_features module
  • CocoCombineFeatures
    • CocoCombineFeatures.default
  • main()
  • combine_auxiliary_features()
  • associate_images()
• geowatch.cli.coco_crop_tracks module
  • CocoCropTrackConfig
    • CocoCropTrackConfig.default
  • main()
  • make_track_kwcoco_manifest()
  • generate_crop_jobs()
  • run_crop_asset_task()
• geowatch.cli.coco_reformat_channels module
  • CocoReformatChannels
    • CocoReformatChannels.default
  • main()
  • reformat_obj()
  • schedule_quantization()
• geowatch.cli.coco_remove_bad_images module
  • CocoRemoveBadImagesConfig
    • CocoRemoveBadImagesConfig.default
  • main()
  • compute_asset_disk_usage()
  • is_image_empty()
  • find_empty_images()
• geowatch.cli.coco_spectra module
  • CocoSpectraConfig
    • CocoSpectraConfig.default
  • HistAccum
    • HistAccum.update()
    • HistAccum.finalize()
  • main()
  • sensor_stats_tables()
  • ensure_intensity_sidecar()
  • ensure_intensity_stats()
  • plot_intensity_histograms()
  • _weighted_auto_bins()
  • _fill_missing_colors()
• geowatch.cli.coco_time_combine module
  • TimeCombineConfig
    • TimeCombineConfig.default
  • main()
  • combine_kwcoco_channels_temporally()
  • get_quality_mask()
  • merge_images()
  • filter_image_ids_by_season()
• geowatch.cli.coco_update_geotiff_metadata module
  • UpdateGeotiffMetadataConfig
    • UpdateGeotiffMetadataConfig.default
  • main()
• geowatch.cli.coco_visualize_videos module
  • CocoVisualizeConfig
    • CocoVisualizeConfig.default
  • main()
  • SkipFrame
  • SkipChanGroup
  • video_track_info()
  • select_fixed_normalization()
  • _resolve_channel_groups()
  • __default_kwcoco_build_image_header_text()
  • _write_ann_visualizations2()
  • draw_chan_group()
• geowatch.cli.collect_env module
  • CollectEnvCLI
    • CollectEnvCLI.main()
    • CollectEnvCLI.default
  • get_pip_packages()
  • run_and_read_all()
  • main()
• geowatch.cli.concat_kwcoco_videos module
  • main()
  • concat_kwcoco_datasets()
• geowatch.cli.crop_sites_to_regions module
  • SiteFilterConfig
    • SiteFilterConfig.default
  • CropSitesToRegionsConfig
    • CropSitesToRegionsConfig.default
  • main()
  • filter_sites()
  • _cropper_gen()
  • filter_gdf_in_utm()
• geowatch.cli.extend_sc_sites module
  • default_feat()
  • to_date()
  • extend()
  • extend_clone()
  • create()
  • main()
• geowatch.cli.find_dvc module
  • FindDVCConfig
    • FindDVCConfig.main()
    • FindDVCConfig.default
  • _CLI
• geowatch.cli.fit module
  • FitCLI
    • FitCLI.main()
    • FitCLI.default
  • main()
• geowatch.cli.fix_region_models module
  • FixRegionModelsCLI
    • FixRegionModelsCLI.default
  • fakefloat
  • DecimalEncoder
    • DecimalEncoder.default()
  • defaultencode()
  • main()
  • special_dumps()
  • fix_region_model()
• geowatch.cli.geojson_site_stats module
  • GeojsonSiteStatsConfig
    • GeojsonSiteStatsConfig.default
    • GeojsonSiteStatsConfig.main()
  • main()
  • gdf_site_overlaps()
  • viz_site_stats()
  • geopandas_shape_stats()
• geowatch.cli.geotiffs_to_kwcoco module
  • KWCocoFromGeotiffConfig
    • KWCocoFromGeotiffConfig.default
  • main()
  • filter_band_files()
  • ingest_landsat_directory()
  • ingest_sentinel2_directory()
  • make_coco_img_from_geotiff()
  • make_coco_img_from_auxiliary_geotiffs()
  • make_coco_img_from_auxiliary_dicts()
  • find_geotiffs()
• geowatch.cli.merge_region_models module
  • MergeRegionModelConfig
    • MergeRegionModelConfig.default
  • main()
  • combine_region_models()
• geowatch.cli.mlops_cli module
• geowatch.cli.predict module
  • PredictCLI
    • PredictCLI.main()
    • PredictCLI.default
  • main()
• geowatch.cli.prepare_splits module
  • PrepareSplitsConfig
    • PrepareSplitsConfig.default
  • _submit_constructive_split_jobs()
  • _submit_split_jobs()
  • prep_splits()
  • main()
• geowatch.cli.prepare_ta2_dataset module
  • PrepareTA2Config
    • PrepareTA2Config._register_main()
    • PrepareTA2Config.default
    • PrepareTA2Config.main()
  • _justkeys()
  • main()
• geowatch.cli.prepare_teamfeats module
  • TeamFeaturePipelineConfig
    • TeamFeaturePipelineConfig.default
  • prep_feats()
  • _make_teamfeat_nodes()
  • main()
• geowatch.cli.pseudolive_consolidate module
  • main()
  • reindex_ids()
  • _yield_first_feature()
  • _load_region_data()
  • _load_site_data()
  • pseudolive_consolidate()
  • compute_iou()
• geowatch.cli.reproject_annotations module
  • ReprojectAnnotationsConfig
    • ReprojectAnnotationsConfig.default
    • ReprojectAnnotationsConfig.main()
    • ReprojectAnnotationsConfig.normalize()
  • main()
  • check_sitemodel_assumptions()
  • separate_region_model_types()
  • expand_site_models_with_site_summaries()
  • make_pseudo_sitemodels()
  • validate_site_dataframe()
  • assign_sites_to_images()
  • propogate_site()
  • keyframe_interpolate()
  • plot_poc_keyframe_interpolate()
  • plot_image_and_site_times()
  • draw_geospace()
  • is_nonish()
• geowatch.cli.run_fusion_predict module
• geowatch.cli.run_metrics_framework module
  • MetricsConfig
    • MetricsConfig.default
    • MetricsConfig.main()
  • ensure_thumbnails()
  • main()
• geowatch.cli.run_tracker module
  • KWCocoToGeoJSONConfig
    • KWCocoToGeoJSONConfig.default
  • _single_geometry()
  • _ensure_multi()
  • _combined_geometries()
  • _normalize_date()
  • _join_props()
  • _split_props()
  • coco_create_observation()
  • predict_phase_changes()
  • smooth_observation_scores()
  • classify_site()
  • coco_create_site_header()
  • convert_kwcoco_to_iarpa()
  • coco_track_to_site()
  • _coerce_site_summaries()
  • assign_sites_to_videos()
  • add_site_summary_to_kwcoco()
  • main()
  • coco_video_gdf()
  • assign_videos_to_regions()
  • coco_remove_out_of_bound_tracks()
  • demo()
• geowatch.cli.smartflow_egress module
  • SmartflowEgressConfig
    • SmartflowEgressConfig.default
  • main()
  • _build_stac_item()
  • smartflow_egress_with_arg_processing()
  • smartflow_egress()
  • fallback_copy()
• geowatch.cli.smartflow_ingress module
  • SmartflowIngressConfig
    • SmartflowIngressConfig.default
  • main()
  • smartflow_ingress()
• geowatch.cli.split_videos module
  • SplitVideoConfig
    • SplitVideoConfig.default
  • main()
• geowatch.cli.stac_search module
  • StacSearchConfig
    • StacSearchConfig.default
  • main()
  • StacSearcher
    • StacSearcher.by_geometry()
    • StacSearcher.by_id()
  • _auto_search_params_from_region()
  • area_query()
• geowatch.cli.stac_to_kwcoco module
  • StacToCocoConfig
    • StacToCocoConfig.default
  • main()
  • normalize_str()
  • _construct_sensor_channel_alias()
  • _determine_channels_collated()
  • _determine_s2_channels()
  • _determine_l8_channels()
  • _determine_wv_channels()
  • make_coco_aux_from_stac_asset()
  • _stac_item_to_kwcoco_image()
  • stac_to_kwcoco()
  • summarize_stac_item()
• geowatch.cli.torch_model_stats module
  • TorchModelStatsConfig
    • TorchModelStatsConfig.default
  • main()
  • torch_model_stats()
• geowatch.cli.validate_annotation_schemas module
  • ValidateAnnotationConfig
    • ValidateAnnotationConfig.default
    • ValidateAnnotationConfig.main()
  • main()
  • validate_data_contents()
  • validate_schemas()
  • validate_region_model_content()
  • validate_site_content()
• geowatch.cli.watch_coco_stats module
  • WatchCocoStats
    • WatchCocoStats.main()
    • WatchCocoStats.default
  • coco_watch_stats()
  • build_year_summary()
  • coco_sensorchan_gsd_stats()
  • main()

Module contents

Module for command line scripts that should be addressable via the installed geowatch module