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wandb 0.25.1

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  • PyPI https://pypi.org/project/wandb/
    Repository https://github.com/wandb/wandb

  • py.typed

  • Coverage

    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
pie title
    "Typed" : 7355
    "Any" : 225
    "Untyped" : 2475
    • 75.4% coverage
    • 73.1% coverage (strict)
    • 10055 typable
      • 7355 typed
      • 2475 untyped
      • 225 Any

  • Typables

    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
pie title
    "functions" : 2233
    "classes" : 6697
    "other" : 212
    • 643 functions (+0 overloads)
      • 1590 parameters
    • 427 classes
      • 2463 methods (+3 overloads)
        • 3854 parameters
      • 339 properties
    • 326 modules
      • 212 attrs

Modules

Module Coverage Coverage (strict) Typables Ignores
wandb 100.0% 100.0% 119 1
wandb.agents.pyagent 0.0% 0.0% 33 0
wandb.analytics.sentry 100.0% 96.0% 25 0
wandb.apis.attrs 16.7% 16.7% 12 0
wandb.apis.importers.mlflow 81.0% 81.0% 63 3
wandb.apis.importers.validation 0.0% 0.0% 1 0
wandb.apis.importers.wandb 83.7% 83.7% 178 0
wandb.apis.internal 6.1% 4.3% 163 0
wandb.apis.normalize 100.0% 100.0% 2 0
wandb.apis.paginator 93.9% 93.9% 33 0
wandb.apis.public 0.0% 0.0% 1 0
wandb.apis.public.api 82.1% 82.1% 195 0
wandb.apis.public.artifacts 77.8% 77.8% 162 0
wandb.apis.public.automations 90.9% 90.9% 11 0
wandb.apis.public.const 0.0% 0.0% 1 0
wandb.apis.public.files 85.3% 85.3% 34 0
wandb.apis.public.history 58.7% 58.7% 63 0
wandb.apis.public.integrations 92.9% 92.9% 14 0
wandb.apis.public.jobs 79.8% 79.8% 94 0
wandb.apis.public.projects 85.0% 82.5% 40 0
wandb.apis.public.query_generator 3.8% 3.8% 26 0
wandb.apis.public.registries.registries_search 67.8% 67.8% 59 0
wandb.apis.public.registries.registry 96.2% 96.2% 53 0
wandb.apis.public.reports 36.7% 36.7% 79 0
wandb.apis.public.runhistory.downloads 100.0% 100.0% 4 0
wandb.apis.public.runs 90.6% 89.9% 139 0
wandb.apis.public.service_api 87.5% 87.5% 8 0
wandb.apis.public.sweeps 64.0% 64.0% 50 0
wandb.apis.public.teams 75.0% 75.0% 24 0
wandb.apis.public.users 93.3% 93.3% 15 0
wandb.apis.public.utils 92.9% 92.9% 14 0
wandb.automations._filters.run_metrics 100.0% 88.9% 27 0
wandb.automations.actions 100.0% 100.0% 18 4
wandb.automations.automations 100.0% 100.0% 16 0
wandb.automations.events 84.2% 63.2% 19 2
wandb.automations.integrations 100.0% 100.0% 5 0
wandb.automations.scopes 100.0% 100.0% 2 2
wandb.cli.beta 96.7% 90.0% 30 0
wandb.cli.beta_leet 100.0% 100.0% 4 0
wandb.cli.beta_sync 100.0% 100.0% 12 0
wandb.cli.cli 3.1% 3.1% 227 0
wandb.docker 100.0% 100.0% 37 0
wandb.docker.names 100.0% 100.0% 8 0
wandb.env 100.0% 100.0% 115 0
wandb.errors.errors 60.0% 60.0% 10 0
wandb.errors.links 85.7% 85.7% 7 0
wandb.errors.term 91.4% 91.4% 35 0
wandb.errors.util 80.0% 80.0% 5 0
wandb.errors.warnings 0.0% 0.0% 0 0
wandb.filesync.dir_watcher 88.9% 82.5% 63 0
wandb.filesync.stats 100.0% 100.0% 14 0
wandb.filesync.step_checksum 100.0% 100.0% 11 0
wandb.filesync.step_prepare 100.0% 100.0% 24 0
wandb.filesync.step_upload 93.9% 93.9% 33 0
wandb.filesync.upload_job 64.0% 64.0% 25 0
wandb.integration.catboost.catboost 90.0% 90.0% 10 1
wandb.integration.cohere.cohere 0.0% 0.0% 2 0
wandb.integration.cohere.resolver 97.5% 97.5% 40 0
wandb.integration.diffusers.autologger 0.0% 0.0% 2 0
wandb.integration.diffusers.pipeline_resolver 77.8% 66.7% 9 0
wandb.integration.diffusers.resolvers.multimodal 85.2% 70.4% 27 0
wandb.integration.diffusers.resolvers.utils 76.5% 64.7% 17 0
wandb.integration.dspy.dspy 90.9% 81.8% 33 0
wandb.integration.fastai 76.9% 65.4% 26 0
wandb.integration.gym 50.0% 50.0% 2 0
wandb.integration.huggingface.huggingface 0.0% 0.0% 3 0
wandb.integration.huggingface.resolver 87.5% 87.5% 24 0
wandb.integration.keras.callbacks.metrics_logger 85.0% 70.0% 20 1
wandb.integration.keras.callbacks.model_checkpoint 95.8% 91.7% 24 2
wandb.integration.keras.callbacks.tables_builder 93.1% 86.2% 29 1
wandb.integration.keras.keras 0.8% 0.8% 124 0
wandb.integration.kfp.helpers 0.0% 0.0% 3 0
wandb.integration.kfp.kfp_patch 33.3% 33.3% 21 0
wandb.integration.kfp.wandb_logging 0.0% 0.0% 3 0
wandb.integration.langchain.wandb_tracer 0.0% 0.0% 4 0
wandb.integration.lightgbm 100.0% 100.0% 7 1
wandb.integration.lightning.fabric.logger 100.0% 91.6% 83 1
wandb.integration.metaflow.data_pandas 100.0% 90.9% 11 0
wandb.integration.metaflow.data_pytorch 100.0% 90.9% 11 0
wandb.integration.metaflow.data_sklearn 100.0% 90.9% 11 0
wandb.integration.metaflow.errors 100.0% 100.0% 4 0
wandb.integration.metaflow.metaflow 54.8% 54.8% 31 0
wandb.integration.openai 0.0% 0.0% 1 0
wandb.integration.openai.fine_tuning 86.4% 84.7% 59 0
wandb.integration.openai.openai 0.0% 0.0% 2 0
wandb.integration.openai.resolver 90.7% 90.7% 43 0
wandb.integration.prodigy.prodigy 0.0% 0.0% 17 0
wandb.integration.sacred 0.0% 0.0% 27 0
wandb.integration.sagemaker.auth 100.0% 100.0% 4 0
wandb.integration.sagemaker.config 100.0% 100.0% 2 0
wandb.integration.sagemaker.files 0.0% 0.0% 0 0
wandb.integration.sagemaker.resources 100.0% 100.0% 5 0
wandb.integration.sb3.sb3 62.5% 62.5% 16 1
wandb.integration.sklearn.calculate.calibration_curves 0.0% 0.0% 11 0
wandb.integration.sklearn.calculate.class_proportions 0.0% 0.0% 15 0
wandb.integration.sklearn.calculate.confusion_matrix 0.0% 0.0% 15 0
wandb.integration.sklearn.calculate.decision_boundaries 0.0% 0.0% 10 0
wandb.integration.sklearn.calculate.elbow_curve 0.0% 0.0% 10 0
wandb.integration.sklearn.calculate.feature_importances 0.0% 0.0% 9 0
wandb.integration.sklearn.calculate.learning_curve 0.0% 0.0% 14 0
wandb.integration.sklearn.calculate.outlier_candidates 0.0% 0.0% 8 0
wandb.integration.sklearn.calculate.residuals 0.0% 0.0% 11 0
wandb.integration.sklearn.calculate.silhouette 0.0% 0.0% 17 0
wandb.integration.sklearn.calculate.summary_metrics 0.0% 0.0% 9 0
wandb.integration.sklearn.plot.classifier 0.0% 0.0% 47 0
wandb.integration.sklearn.plot.clusterer 0.0% 0.0% 19 0
wandb.integration.sklearn.plot.regressor 0.0% 0.0% 15 0
wandb.integration.sklearn.plot.shared 0.0% 0.0% 16 0
wandb.integration.sklearn.utils 0.0% 0.0% 19 0
wandb.integration.tensorboard.log 90.0% 75.0% 20 0
wandb.integration.tensorboard.monkeypatch 100.0% 100.0% 6 0
wandb.integration.tensorflow.estimator_hook 0.0% 0.0% 10 0
wandb.integration.torch.wandb_torch 31.6% 31.6% 57 0
wandb.integration.ultralytics.bbox_utils 100.0% 96.4% 28 0
wandb.integration.ultralytics.callback 55.1% 55.1% 49 0
wandb.integration.ultralytics.classification_utils 91.7% 83.3% 12 0
wandb.integration.ultralytics.mask_utils 75.0% 75.0% 24 0
wandb.integration.ultralytics.pose_utils 76.2% 71.4% 21 0
wandb.integration.weave.interface 100.0% 100.0% 1 0
wandb.integration.weave.weave 100.0% 100.0% 3 0
wandb.integration.xgboost.xgboost 96.0% 96.0% 25 0
wandb.integration.yolov8.yolov8 83.8% 83.8% 37 0
wandb.jupyter 48.1% 48.1% 27 0
wandb.old.core 0.0% 0.0% 5 0
wandb.old.summary 0.0% 0.0% 92 0
wandb.plot.bar 100.0% 100.0% 6 0
wandb.plot.confusion_matrix 100.0% 100.0% 7 0
wandb.plot.custom_chart 90.9% 90.9% 11 0
wandb.plot.histogram 100.0% 100.0% 5 0
wandb.plot.line 100.0% 100.0% 7 0
wandb.plot.line_series 100.0% 100.0% 7 0
wandb.plot.pr_curve 100.0% 100.0% 8 0
wandb.plot.roc_curve 100.0% 100.0% 7 0
wandb.plot.scatter 100.0% 100.0% 6 0
wandb.plot.utils 0.0% 0.0% 8 0
wandb.plot.viz 100.0% 100.0% 7 0
wandb.proto.v4.wandb_api_pb2 0.0% 0.0% 1 0
wandb.proto.v4.wandb_base_pb2 0.0% 0.0% 1 0
wandb.proto.v4.wandb_internal_pb2 0.0% 0.0% 1 0
wandb.proto.v4.wandb_server_pb2 0.0% 0.0% 1 0
wandb.proto.v4.wandb_settings_pb2 0.0% 0.0% 1 0
wandb.proto.v4.wandb_sync_pb2 0.0% 0.0% 1 0
wandb.proto.v4.wandb_telemetry_pb2 0.0% 0.0% 1 0
wandb.proto.wandb_api_pb2 0.0% 0.0% 0 0
wandb.proto.wandb_base_pb2 0.0% 0.0% 0 0
wandb.proto.wandb_generate_proto 50.0% 50.0% 6 2
wandb.proto.wandb_internal_pb2 0.0% 0.0% 0 0
wandb.proto.wandb_server_pb2 0.0% 0.0% 0 0
wandb.proto.wandb_settings_pb2 0.0% 0.0% 0 0
wandb.proto.wandb_sync_pb2 0.0% 0.0% 0 0
wandb.proto.wandb_telemetry_pb2 0.0% 0.0% 0 0
wandb.sdk 0.0% 0.0% 1 0
wandb.sdk.artifacts.artifact 98.6% 98.6% 211 0
wandb.sdk.artifacts.artifact_download_logger 100.0% 100.0% 5 0
wandb.sdk.artifacts.artifact_file_cache 100.0% 100.0% 27 0
wandb.sdk.artifacts.artifact_instance_cache 100.0% 100.0% 2 0
wandb.sdk.artifacts.artifact_manifest 100.0% 94.7% 19 0
wandb.sdk.artifacts.artifact_manifest_entry 96.4% 89.3% 28 0
wandb.sdk.artifacts.artifact_manifests.artifact_manifest_v1 100.0% 100.0% 9 0
wandb.sdk.artifacts.artifact_saver 100.0% 100.0% 44 0
wandb.sdk.artifacts.artifact_state 0.0% 0.0% 0 0
wandb.sdk.artifacts.artifact_ttl 0.0% 0.0% 0 0
wandb.sdk.artifacts.exceptions 58.3% 58.3% 12 0
wandb.sdk.artifacts.staging 100.0% 100.0% 1 0
wandb.sdk.artifacts.storage_handler 100.0% 100.0% 3 0
wandb.sdk.artifacts.storage_handlers.azure_handler 100.0% 100.0% 27 2
wandb.sdk.artifacts.storage_handlers.gcs_handler 100.0% 100.0% 23 1
wandb.sdk.artifacts.storage_handlers.http_handler 100.0% 100.0% 19 0
wandb.sdk.artifacts.storage_handlers.local_file_handler 100.0% 100.0% 15 0
wandb.sdk.artifacts.storage_handlers.multi_handler 100.0% 100.0% 16 0
wandb.sdk.artifacts.storage_handlers.s3_handler 100.0% 100.0% 34 4
wandb.sdk.artifacts.storage_handlers.tracking_handler 100.0% 100.0% 14 0
wandb.sdk.artifacts.storage_handlers.wb_artifact_handler 100.0% 100.0% 16 0
wandb.sdk.artifacts.storage_handlers.wb_local_artifact_handler 100.0% 100.0% 13 0
wandb.sdk.artifacts.storage_layout 100.0% 100.0% 1 0
wandb.sdk.artifacts.storage_policies.register 0.0% 0.0% 0 0
wandb.sdk.artifacts.storage_policies.wandb_storage_policy 98.0% 98.0% 51 0
wandb.sdk.artifacts.storage_policy 100.0% 96.7% 30 0
wandb.sdk.backend.backend 90.9% 90.9% 11 0
wandb.sdk.data_types.audio 12.5% 12.5% 32 0
wandb.sdk.data_types.base_types.json_metadata 100.0% 100.0% 8 0
wandb.sdk.data_types.base_types.media 100.0% 100.0% 40 0
wandb.sdk.data_types.base_types.wb_value 100.0% 100.0% 30 0
wandb.sdk.data_types.bokeh 11.1% 11.1% 9 0
wandb.sdk.data_types.graph 0.0% 0.0% 93 0
wandb.sdk.data_types.helper_types.bounding_boxes_2d 100.0% 100.0% 17 0
wandb.sdk.data_types.helper_types.classes 100.0% 100.0% 13 0
wandb.sdk.data_types.helper_types.image_mask 100.0% 100.0% 18 0
wandb.sdk.data_types.histogram 80.0% 80.0% 10 0
wandb.sdk.data_types.html 94.1% 94.1% 17 0
wandb.sdk.data_types.image 100.0% 100.0% 80 2
wandb.sdk.data_types.molecule 100.0% 100.0% 24 1
wandb.sdk.data_types.object_3d 100.0% 100.0% 36 0
wandb.sdk.data_types.plotly 87.5% 87.5% 8 2
wandb.sdk.data_types.saved_model 100.0% 79.4% 34 3
wandb.sdk.data_types.table 4.5% 4.5% 134 0
wandb.sdk.data_types.table_decorators 100.0% 100.0% 6 0
wandb.sdk.data_types.trace_tree 89.9% 85.5% 69 0
wandb.sdk.data_types.utils 100.0% 100.0% 12 2
wandb.sdk.data_types.video 91.7% 87.5% 24 0
wandb.sdk.integration_utils.auto_logging 85.2% 81.5% 27 0
wandb.sdk.integration_utils.data_logging 92.9% 92.9% 28 0
wandb.sdk.interface.constants 0.0% 0.0% 0 0
wandb.sdk.interface.interface 98.8% 98.0% 246 0
wandb.sdk.interface.interface_queue 78.6% 78.6% 14 0
wandb.sdk.interface.interface_shared 99.4% 98.8% 161 0
wandb.sdk.interface.interface_sock 92.9% 92.9% 14 0
wandb.sdk.interface.summary_record 28.6% 21.4% 14 0
wandb.sdk.internal.context 95.2% 95.2% 21 0
wandb.sdk.internal.datastore 43.3% 43.3% 30 0
wandb.sdk.internal.file_pusher 85.2% 85.2% 27 0
wandb.sdk.internal.file_stream 90.9% 86.4% 66 0
wandb.sdk.internal.handler 99.4% 97.2% 178 0
wandb.sdk.internal.incremental_table_util 100.0% 100.0% 6 0
wandb.sdk.internal.internal_api 97.5% 95.7% 441 0
wandb.sdk.internal.job_builder 96.4% 96.4% 83 0
wandb.sdk.internal.profiler 0.0% 0.0% 1 0
wandb.sdk.internal.progress 31.2% 31.2% 16 0
wandb.sdk.internal.run 25.0% 25.0% 8 0
wandb.sdk.internal.sample 0.0% 0.0% 6 0
wandb.sdk.internal.sender 97.6% 97.6% 208 0
wandb.sdk.internal.sender_config 100.0% 95.2% 21 0
wandb.sdk.internal.settings_static 100.0% 87.5% 16 0
wandb.sdk.internal.tb_watcher 89.7% 89.7% 78 0
wandb.sdk.launch 0.0% 0.0% 2 0
wandb.sdk.launch._launch 100.0% 100.0% 18 0
wandb.sdk.launch._launch_add 100.0% 100.0% 21 0
wandb.sdk.launch.agent.agent 88.8% 85.0% 80 0
wandb.sdk.launch.agent.config 100.0% 100.0% 10 5
wandb.sdk.launch.agent.job_status_tracker 100.0% 100.0% 7 0
wandb.sdk.launch.agent.run_queue_item_file_saver 70.0% 70.0% 10 0
wandb.sdk.launch.builder.abstract 100.0% 100.0% 19 0
wandb.sdk.launch.builder.build 100.0% 100.0% 27 0
wandb.sdk.launch.builder.context_manager 83.3% 83.3% 6 0
wandb.sdk.launch.builder.docker_builder 76.5% 76.5% 17 0
wandb.sdk.launch.builder.kaniko_builder 79.2% 79.2% 53 1
wandb.sdk.launch.builder.noop 87.5% 87.5% 16 0
wandb.sdk.launch.create_job 100.0% 100.0% 13 0
wandb.sdk.launch.errors 0.0% 0.0% 0 0
wandb.sdk.launch.git_reference 85.7% 85.7% 7 0
wandb.sdk.launch.loader 100.0% 100.0% 15 0
wandb.sdk.launch.runner.abstract 87.9% 84.8% 33 1
wandb.sdk.launch.runner.kubernetes_monitor 92.7% 76.4% 55 1
wandb.sdk.launch.runner.kubernetes_runner 84.5% 83.7% 129 2
wandb.sdk.launch.runner.local_container 93.5% 93.5% 31 0
wandb.sdk.launch.runner.local_process 50.0% 50.0% 4 0
wandb.sdk.launch.runner.sagemaker_runner 89.1% 89.1% 46 1
wandb.sdk.launch.runner.vertex_runner 92.6% 88.9% 27 1
wandb.sdk.launch.sweeps 100.0% 50.0% 2 0
wandb.sdk.launch.sweeps.scheduler 97.0% 95.5% 66 0
wandb.sdk.launch.sweeps.scheduler_sweep 90.9% 72.7% 11 0
wandb.sdk.launch.sweeps.utils 96.7% 93.3% 30 0
wandb.sdk.launch.utils 90.0% 83.6% 110 0
wandb.sdk.launch.wandb_reference 100.0% 100.0% 13 0
wandb.sdk.lib.asyncio_compat 100.0% 100.0% 22 0
wandb.sdk.lib.asyncio_manager 100.0% 100.0% 19 0
wandb.sdk.lib.capped_dict 90.0% 70.0% 10 1
wandb.sdk.lib.config_util 37.5% 37.5% 16 0
wandb.sdk.lib.console_capture 100.0% 100.0% 4 0
wandb.sdk.lib.credentials 80.0% 80.0% 5 0
wandb.sdk.lib.deprecation 100.0% 100.0% 6 0
wandb.sdk.lib.disabled 33.3% 16.7% 6 0
wandb.sdk.lib.exit_hooks 90.9% 90.9% 11 0
wandb.sdk.lib.file_stream_utils 100.0% 100.0% 3 0
wandb.sdk.lib.filenames 100.0% 100.0% 9 0
wandb.sdk.lib.filesystem 88.7% 85.5% 62 2
wandb.sdk.lib.fsm 100.0% 100.0% 19 0
wandb.sdk.lib.gitlib 93.1% 58.6% 29 0
wandb.sdk.lib.gql_request 78.6% 71.4% 14 0
wandb.sdk.lib.handler_util 0.0% 0.0% 4 0
wandb.sdk.lib.hashutil 92.9% 92.9% 14 1
wandb.sdk.lib.import_hooks 100.0% 84.2% 19 0
wandb.sdk.lib.interrupt 0.0% 0.0% 1 0
wandb.sdk.lib.ipython 60.0% 60.0% 20 0
wandb.sdk.lib.json_util 91.7% 25.0% 12 3
wandb.sdk.lib.lazyloader 0.0% 0.0% 9 0
wandb.sdk.lib.module 0.0% 0.0% 17 0
wandb.sdk.lib.paths 100.0% 90.0% 10 0
wandb.sdk.lib.preinit 100.0% 68.8% 16 0
wandb.sdk.lib.printer 100.0% 100.0% 40 0
wandb.sdk.lib.printer_asyncio 100.0% 100.0% 4 0
wandb.sdk.lib.progress 100.0% 100.0% 16 0
wandb.sdk.lib.proto_util 100.0% 100.0% 6 0
wandb.sdk.lib.redirect 21.2% 21.2% 132 3
wandb.sdk.lib.retry 92.7% 81.8% 55 0
wandb.sdk.lib.run_moment 66.7% 66.7% 3 0
wandb.sdk.lib.runid 100.0% 100.0% 4 0
wandb.sdk.lib.server 100.0% 100.0% 5 0
wandb.sdk.lib.settings_file 100.0% 100.0% 13 0
wandb.sdk.lib.sparkline 50.0% 50.0% 4 0
wandb.sdk.lib.telemetry 71.4% 71.4% 7 0
wandb.sdk.lib.timed_input 100.0% 100.0% 6 0
wandb.sdk.lib.timer 100.0% 87.5% 8 0
wandb.sdk.lib.urls 100.0% 100.0% 2 0
wandb.sdk.lib.wb_logging 100.0% 100.0% 7 0
wandb.sdk.lib.wbauth.auth 100.0% 100.0% 19 0
wandb.sdk.lib.wbauth.authenticate 100.0% 100.0% 15 0
wandb.sdk.lib.wbauth.host_url 100.0% 100.0% 9 0
wandb.sdk.lib.wbauth.prompt 100.0% 100.0% 6 0
wandb.sdk.lib.wbauth.saas 100.0% 100.0% 2 0
wandb.sdk.lib.wbauth.validation 100.0% 100.0% 2 0
wandb.sdk.lib.wbauth.wbnetrc 100.0% 100.0% 7 0
wandb.sdk.mailbox.mailbox 100.0% 100.0% 9 0
wandb.sdk.mailbox.mailbox_handle 100.0% 100.0% 10 0
wandb.sdk.mailbox.response_handle 100.0% 100.0% 13 0
wandb.sdk.mailbox.wait_with_progress 100.0% 100.0% 8 0
wandb.sdk.verify.verify 94.0% 92.0% 50 0
wandb.sdk.wandb_alerts 0.0% 0.0% 0 0
wandb.sdk.wandb_config 4.0% 4.0% 75 0
wandb.sdk.wandb_helper 0.0% 0.0% 4 0
wandb.sdk.wandb_init 100.0% 100.0% 32 0
wandb.sdk.wandb_login 100.0% 100.0% 9 0
wandb.sdk.wandb_metric 96.2% 96.2% 26 0
wandb.sdk.wandb_require 100.0% 100.0% 3 0
wandb.sdk.wandb_require_helpers 100.0% 100.0% 6 1
wandb.sdk.wandb_run 99.0% 97.3% 401 3
wandb.sdk.wandb_settings 69.6% 69.6% 299 40
wandb.sdk.wandb_setup 100.0% 100.0% 6 0
wandb.sdk.wandb_summary 28.2% 28.2% 39 0
wandb.sdk.wandb_sweep 100.0% 100.0% 9 0
wandb.sdk.wandb_watch 83.3% 83.3% 12 2
wandb.sync.sync 9.8% 9.8% 61 1
wandb.trigger 63.6% 45.5% 11 0
wandb.util 95.6% 75.5% 274 1
wandb.wandb_agent 13.1% 13.1% 61 0
wandb.wandb_controller 0.0% 0.0% 1 0

Incomplete Annotations

wandb.agents.pyagent (33 missing, 0 any)

Symbol Typable Typed Any
func pyagent 6 0 0
meth Job.init 2 0 0
meth Job.repr 1 0 0
attr Job.command 1 0 0
attr Job.type 1 0 0
attr Job.run_id 1 0 0
attr Job.config 1 0 0
meth Agent.init 6 0 0
meth Agent._init 1 0 0
meth Agent._register 1 0 0
meth Agent._setup 1 0 0
meth Agent._stop_run 2 0 0
meth Agent._stop_all_runs 1 0 0
meth Agent._exit 1 0 0
meth Agent._heartbeat 1 0 0
meth Agent._run_jobs_from_queue 1 0 0
meth Agent._run_job 2 0 0
meth Agent.run 1 0 0
attr logger 1 0 0
func is_running 1 0 0

wandb.analytics.sentry (0 missing, 1 any)

Symbol Typable Typed Any
meth Sentry.reraise 2 2 1

wandb.apis.attrs (10 missing, 0 any)

Symbol Typable Typed Any
meth Attrs.init 2 1 0
meth Attrs.snake_to_camel 2 0 0
meth Attrs.display 3 1 0
meth Attrs.to_html 3 0 0
meth Attrs.getattr 2 0 0

wandb.apis.importers.mlflow (12 missing, 0 any)

Symbol Typable Typed Any
meth MlflowRun.init 3 0 0
attr MlflowRun.run 1 0 0
attr logger 1 0 0
attr mlflow_version 1 0 0
meth MlflowImporter.repr 1 0 0
attr MlflowImporter.dst_base_url 1 0 0
attr MlflowImporter.dst_api_key 1 0 0
attr MlflowImporter.dst_api 1 0 0
attr MlflowImporter.mlflow_tracking_uri 1 0 0
attr MlflowImporter.mlflow_client 1 0 0

wandb.apis.importers.validation (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.apis.importers.wandb (29 missing, 0 any)

Symbol Typable Typed Any
attr console_handler 1 0 0
meth WandbImporter.repr 1 0 0
meth WandbImporter._delete_collection_in_dst 3 2 0
meth WandbImporter._use_artifact_sequence 3 2 0
meth WandbImporter.import_runs 14 13 0
meth WandbImporter.import_reports 4 3 0
meth WandbImporter.import_artifact_sequences 5 4 0
meth WandbImporter.import_all 7 6 0
meth WandbImporter._validate_artifact 6 5 0
meth WandbImporter._validate_runs 4 3 0
meth WandbImporter._collect_failed_runs 1 0 0
meth WandbImporter._filter_previously_checked_artifacts 2 1 0
meth WandbImporter._validate_artifact_sequences 6 5 0
meth WandbImporter._all_namespaces 3 2 0
meth WandbImporter._collect_reports 4 3 0
meth WandbImporter._collect_artifact_sequences 4 3 0
attr WandbImporter.src_base_url 1 0 0
attr WandbImporter.src_api_key 1 0 0
attr WandbImporter.dst_base_url 1 0 0
attr WandbImporter.dst_api_key 1 0 0
attr WandbImporter.src_api 1 0 0
attr WandbImporter.dst_api 1 0 0
attr WandbImporter.run_api_kwargs 1 0 0
meth ArtifactSequence.from_collection 2 1 0
attr WandbRun.run 1 0 0
attr WandbRun.api 1 0 0
attr WandbRun.dst_api 1 0 0
attr formatter 1 0 0
attr logger 1 0 0

wandb.apis.internal (153 missing, 3 any)

Symbol Typable Typed Any
meth Api.init 3 3 2
meth Api.getstate 1 0 0
meth Api.setstate 2 0 0
meth Api.file_current 2 0 0
meth Api.download_file 3 0 0
meth Api.download_write_file 3 0 0
meth Api.set_current_run_id 2 0 0
meth Api.viewer 1 0 0
meth Api.max_cli_version 1 0 0
meth Api.viewer_server_info 1 0 0
meth Api.list_projects 2 0 0
meth Api.format_project 2 0 0
meth Api.upsert_project 5 0 0
meth Api.upsert_run 3 0 0
meth Api.settings 3 0 0
meth Api.set_setting 3 3 1
meth Api.parse_slug 3 0 0
meth Api.download_url 3 0 0
meth Api.download_urls 3 0 0
meth Api.push 3 0 0
meth Api.sweep 3 0 0
meth Api.upsert_sweep 3 0 0
meth Api.set_sweep_state 3 0 0
meth Api.get_sweep_state 3 0 0
meth Api.stop_sweep 3 0 0
meth Api.cancel_sweep 3 0 0
meth Api.pause_sweep 3 0 0
meth Api.resume_sweep 3 0 0
meth Api.register_agent 3 0 0
meth Api.agent_heartbeat 3 0 0
meth Api.use_artifact 3 0 0
meth Api.create_artifact 3 0 0
meth Api.complete_multipart_upload_artifact 3 0 0
meth Api.run_config 3 0 0
meth Api.upload_file_retry 3 0 0
meth Api.upload_multipart_file_chunk_retry 3 0 0
meth Api.get_run_info 3 0 0
meth Api.get_run_state 3 0 0
meth Api.entity_is_team 3 0 0
meth Api.get_project_run_queues 3 0 0
meth Api.push_to_run_queue 3 0 0
meth Api.pop_from_run_queue 3 0 0
meth Api.ack_run_queue_item 3 0 0
meth Api.create_launch_agent 3 0 0
meth Api.create_default_resource_config 3 0 0
meth Api.create_run_queue 3 0 0
meth Api.upsert_run_queue 3 0 0
meth Api.create_custom_chart 3 0 0
meth Api.update_launch_agent_status 3 0 0
meth Api.launch_agent_introspection 3 0 0
meth Api.fail_run_queue_item_introspection 3 0 0
meth Api.fail_run_queue_item 3 0 0
meth Api.update_run_queue_item_warning 3 0 0
meth Api.get_launch_agent 3 0 0
meth Api.stop_run 3 0 0
prop Api.api_key 1 0 0
prop Api.is_authenticated 1 0 0
prop Api.api_url 1 0 0
prop Api.app_url 1 0 0
prop Api.default_entity 1 0 0

wandb.apis.paginator (2 missing, 0 any)

Symbol Typable Typed Any
meth Paginator.init 4 3 0
attr Paginator.client 1 0 0

wandb.apis.public (1 missing, 0 any)

Symbol Typable Typed Any
attr requests 1 0 0

wandb.apis.public.api (35 missing, 0 any)

Symbol Typable Typed Any
meth Api.upsert_run_queue 8 7 0
meth Api.sync_tensorboard 5 0 0
meth Api.flush 1 0 0
meth Api.from_path 2 1 0
meth Api._parse_project_path 2 0 0
meth Api.runs 7 6 0
meth Api.run 2 0 0
meth Api.queued_run 7 4 0
meth Api.run_queue 3 2 0
meth Api.sweep 2 0 0
meth Api.artifact_versions 4 0 0
meth Api.artifact 3 2 0
attr Api._HTTP_TIMEOUT 1 0 0
attr Api.settings 1 0 0
attr Api.api_key 1 0 0
meth RetryingClient.init 2 1 0
meth RetryingClient.execute 3 0 0
prop RetryingClient.app_url 1 0 0
prop RetryingClient.server_info 1 0 0
attr RetryingClient.INFO_QUERY 1 0 0
attr logger 1 0 0

wandb.apis.public.artifacts (36 missing, 0 any)

Symbol Typable Typed Any
meth ArtifactFiles.init 5 4 0
attr ArtifactFiles.query_via_membership 1 0 0
attr ArtifactFiles.artifact 1 0 0
meth RunArtifacts.init 5 4 0
attr RunArtifacts.run 1 0 0
meth ArtifactCollections.init 8 7 0
attr ArtifactCollections.entity 1 0 0
attr ArtifactCollections.project 1 0 0
attr ArtifactCollections.type_name 1 0 0
attr ArtifactCollections.filters 1 0 0
attr ArtifactCollections.order 1 0 0
meth ArtifactType.init 6 5 0
attr ArtifactType.client 1 0 0
attr ArtifactType.entity 1 0 0
attr ArtifactType.project 1 0 0
attr ArtifactType.type 1 0 0
meth Artifacts.init 10 9 0
attr Artifacts.entity 1 0 0
attr Artifacts.collection_name 1 0 0
attr Artifacts.type 1 0 0
attr Artifacts.project 1 0 0
attr Artifacts.filters 1 0 0
attr Artifacts.tags 1 0 0
attr Artifacts.order 1 0 0
meth ArtifactTypes.init 5 4 0
attr ArtifactTypes.entity 1 0 0
attr ArtifactTypes.project 1 0 0
meth ProjectArtifactCollections.init 7 6 0
attr ProjectArtifactCollections.entity 1 0 0
attr ProjectArtifactCollections.project 1 0 0
attr ProjectArtifactCollections.filters 1 0 0
attr ProjectArtifactCollections.order 1 0 0
meth ArtifactCollection.init 8 7 0
prop ArtifactCollection.type 2 1 0
attr ArtifactCollection.client 1 0 0
attr ArtifactCollection.organization 1 0 0

wandb.apis.public.automations (1 missing, 0 any)

Symbol Typable Typed Any
meth Automations.init 5 4 0

wandb.apis.public.const (1 missing, 0 any)

Symbol Typable Typed Any
attr RETRY_TIMEDELTA 1 0 0

wandb.apis.public.files (5 missing, 0 any)

Symbol Typable Typed Any
meth Files.init 7 6 0
attr Files.run 1 0 0
meth File.init 4 3 0
attr File.client 1 0 0
attr File.run 1 0 0

wandb.apis.public.history (26 missing, 0 any)

Symbol Typable Typed Any
meth SampledHistoryScan.init 7 6 0
attr SampledHistoryScan.QUERY 1 0 0
attr SampledHistoryScan.client 1 0 0
attr SampledHistoryScan.run 1 0 0
attr SampledHistoryScan.keys 1 0 0
attr SampledHistoryScan.page_size 1 0 0
attr SampledHistoryScan.min_step 1 0 0
attr SampledHistoryScan.max_step 1 0 0
attr SampledHistoryScan.page_offset 1 0 0
attr SampledHistoryScan.scan_offset 1 0 0
meth HistoryScan.init 6 5 0
attr HistoryScan.QUERY 1 0 0
attr HistoryScan.client 1 0 0
attr HistoryScan.run 1 0 0
attr HistoryScan.page_size 1 0 0
attr HistoryScan.min_step 1 0 0
attr HistoryScan.max_step 1 0 0
attr HistoryScan.page_offset 1 0 0
attr HistoryScan.scan_offset 1 0 0
meth BetaHistoryScan.init 8 7 0
attr BetaHistoryScan.run 1 0 0
attr BetaHistoryScan.min_step 1 0 0
attr BetaHistoryScan.max_step 1 0 0
attr BetaHistoryScan.keys 1 0 0
attr BetaHistoryScan.page_size 1 0 0
attr BetaHistoryScan.scan_offset 1 0 0

wandb.apis.public.integrations (1 missing, 0 any)

Symbol Typable Typed Any
meth Integrations.init 4 3 0

wandb.apis.public.jobs (19 missing, 0 any)

Symbol Typable Typed Any
meth Job.init 4 3 0
meth Job._set_configure_launch_project 2 1 0
meth Job._get_code_artifact 2 0 0
meth Job.call 10 0 0
meth QueuedRun.init 8 7 0
attr QueuedRun.client 1 0 0
attr QueuedRun.sweep 1 0 0
attr QueuedRun.project_queue 1 0 0
attr QueuedRun.priority 1 0 0

wandb.apis.public.projects (6 missing, 1 any)

Symbol Typable Typed Any
meth Projects.repr 1 0 0
attr Projects.entity 1 0 0
meth Project.repr 1 0 0
meth Project.getattr 2 2 1
attr Project.client 1 0 0
attr Project.name 1 0 0
attr Project.entity 1 0 0

wandb.apis.public.query_generator (25 missing, 0 any)

Symbol Typable Typed Any
meth QueryGenerator.init 1 0 0
meth QueryGenerator.format_order_key 2 1 0
meth QueryGenerator._is_group 2 0 0
meth QueryGenerator._is_individual 2 0 0
meth QueryGenerator._to_mongo_op_value 3 0 0
meth QueryGenerator.key_to_server_path 2 0 0
meth QueryGenerator.server_path_to_key 2 0 0
meth QueryGenerator.keys_to_order 2 0 0
meth QueryGenerator.order_to_keys 2 0 0
meth QueryGenerator._to_mongo_individual 2 0 0
meth QueryGenerator.filter_to_mongo 2 0 0
meth QueryGenerator.mongo_to_filter 2 0 0
attr QueryGenerator.MONGO_TO_INDIVIDUAL_OP 1 0 0
attr QueryGenerator.MONGO_TO_GROUP_OP 1 0 0

wandb.apis.public.registries.registries_search (19 missing, 0 any)

Symbol Typable Typed Any
meth Registries.init 5 4 0
meth Registries.next 1 0 0
prop Registries.length 1 0 0
attr Registries.client 1 0 0
attr Registries.organization 1 0 0
attr Registries.filter 1 0 0
meth Collections.init 6 5 0
meth Collections.next 1 0 0
attr Collections.client 1 0 0
attr Collections.organization 1 0 0
attr Collections.registry_filter 1 0 0
attr Collections.collection_filter 1 0 0
meth Versions.init 7 6 0
meth Versions.next 1 0 0
attr Versions.client 1 0 0
attr Versions.organization 1 0 0
attr Versions.registry_filter 1 0 0
attr Versions.collection_filter 1 0 0
attr Versions.artifact_filter 1 0 0

wandb.apis.public.registries.registry (2 missing, 0 any)

Symbol Typable Typed Any
meth Registry.init 6 5 0
attr Registry.client 1 0 0

wandb.apis.public.reports (50 missing, 0 any)

Symbol Typable Typed Any
meth PanelMetricsHelper.front_to_back 2 0 0
meth PanelMetricsHelper.back_to_front 2 0 0
meth PanelMetricsHelper.special_front_to_back 2 0 0
meth PanelMetricsHelper.special_back_to_front 2 0 0
attr PanelMetricsHelper.FRONTEND_NAME_MAPPING_REVERSED 1 0 0
attr PanelMetricsHelper.RUN_MAPPING_REVERSED 1 0 0
meth PythonMongoishQueryGenerator.init 2 0 0
meth PythonMongoishQueryGenerator._handle_compare 2 0 0
meth PythonMongoishQueryGenerator._handle_fields 2 0 0
meth PythonMongoishQueryGenerator._handle_ops 2 0 0
meth PythonMongoishQueryGenerator._replace_numeric_dots 2 0 0
meth PythonMongoishQueryGenerator._convert 2 0 0
meth PythonMongoishQueryGenerator._unconvert 2 0 0
meth PythonMongoishQueryGenerator.python_to_mongo 2 0 0
meth PythonMongoishQueryGenerator.front_to_back 2 0 0
meth PythonMongoishQueryGenerator.back_to_front 2 0 0
meth PythonMongoishQueryGenerator.pc_front_to_back 2 0 0
meth PythonMongoishQueryGenerator.pc_back_to_front 2 0 0
attr PythonMongoishQueryGenerator.FRONTEND_NAME_MAPPING_REVERSED 1 0 0
attr PythonMongoishQueryGenerator.run_set 1 0 0
attr PythonMongoishQueryGenerator.panel_metrics_helper 1 0 0
meth Reports.init 6 5 0
attr Reports.QUERY 1 0 0
attr Reports.project 1 0 0
attr Reports.name 1 0 0
meth BetaReport.init 5 4 0
prop BetaReport.sections 1 0 0
prop BetaReport.user 1 0 0
prop BetaReport.updated_at 1 0 0
prop BetaReport.created_at 1 0 0
attr BetaReport.client 1 0 0
attr BetaReport.project 1 0 0
attr BetaReport.entity 1 0 0
attr BetaReport.query_generator 1 0 0

wandb.apis.public.runs (13 missing, 1 any)

Symbol Typable Typed Any
meth Run.init 9 8 0
meth Run._exec 3 3 1
attr Run.client 1 0 0
attr Run.project 1 0 0
attr Run.id 1 0 0
attr Run.sweep 1 0 0
attr Run.dir 1 0 0
meth Runs.init 10 9 0
prop Runs.cursor 1 0 0
attr Runs.QUERY 1 0 0
attr Runs.entity 1 0 0
attr Runs.project 1 0 0
attr Runs.filters 1 0 0
attr Runs.order 1 0 0

wandb.apis.public.service_api (1 missing, 0 any)

Symbol Typable Typed Any
meth ServiceApi.init 2 1 0

wandb.apis.public.sweeps (18 missing, 0 any)

Symbol Typable Typed Any
meth Sweeps.repr 1 0 0
attr Sweeps.entity 1 0 0
attr Sweeps.project 1 0 0
meth Sweep.init 6 5 0
meth Sweep.load 2 1 0
meth Sweep.best_run 2 0 0
meth Sweep.get 8 6 0
prop Sweep.config 1 0 0
prop Sweep.order 1 0 0
prop Sweep.path 1 0 0
prop Sweep.url 1 0 0
prop Sweep.name 1 0 0
attr Sweep.client 1 0 0
attr Sweep.project 1 0 0
attr Sweep.id 1 0 0
attr Sweep.runs 1 0 0

wandb.apis.public.teams (6 missing, 0 any)

Symbol Typable Typed Any
meth Member.init 4 3 0
meth Member.delete 1 0 0
meth Member.repr 1 0 0
attr Member.team 1 0 0
meth Team.init 4 3 0
attr Team.name 1 0 0

wandb.apis.public.users (1 missing, 0 any)

Symbol Typable Typed Any
meth User.init 3 2 0

wandb.apis.public.utils (1 missing, 0 any)

Symbol Typable Typed Any
func parse_s3_url_to_s3_uri 2 1 0

wandb.automations._filters.run_metrics (0 missing, 3 any)

Symbol Typable Typed Any
meth MetricZScoreFilter.and 2 2 1
meth MetricThresholdFilter._validate_cmp 2 2 2

wandb.automations.events (3 missing, 4 any)

Symbol Typable Typed Any
attr RunEvent.name 1 0 0
attr RunEvent.state 1 0 0
meth RunStateFilter._nest_state_filter 2 2 2
attr ArtifactEvent.alias 1 0 0
meth OnRunMetric._infer_event_type 2 2 2

wandb.cli.beta (1 missing, 2 any)

Symbol Typable Typed Any
meth DefaultCommandGroup.init 4 4 2
attr DefaultCommandGroup.default_cmd 1 0 0

wandb.cli.cli (220 missing, 0 any)

Symbol Typable Typed Any
func launch 23 0 0
func online 1 0 0
func docker_run 3 0 0
func docker 13 0 0
func cache 1 0 0
func get 4 0 0
attr logger 1 0 0
func start 7 0 0
func ls 3 0 0
func agent 7 0 0
func server 1 0 0
func sync 25 0 0
meth ClickWandbException.format_message 1 0 0
func create 16 0 0
func cleanup 3 0 0
func login 8 0 0
func describe 2 0 0
func cli 2 0 0
func pull 4 0 0
func stop 1 0 0
func cli_unsupported 2 0 0
func sweep 16 0 0
func local 4 0 0
func on 2 0 0
func artifact 1 0 0
func restore 7 0 0
func offline 1 0 0
func status 2 0 0
func verify 2 0 0
func disabled 2 0 0
func launch_sweep 8 0 0
meth RunGroup.get_command 3 0 0
func display_error 2 0 0
func prompt_for_project 3 0 0
func projects 3 0 0
func off 2 0 0
func init 6 0 0
func enabled 2 0 0
func purge_cache 3 2 0
func launch_agent 9 0 0
func scheduler 3 0 0
func controller 3 0 0
func put 10 0 0

wandb.errors.errors (4 missing, 0 any)

Symbol Typable Typed Any
attr Error.message 1 0 0
attr Error.context 1 0 0
attr CommError.exc 1 0 0
attr CommError.message 1 0 0

wandb.errors.links (1 missing, 0 any)

Symbol Typable Typed Any
attr url_registry 1 0 0

wandb.errors.term (3 missing, 0 any)

Symbol Typable Typed Any
attr LOG_STRING 1 0 0
attr WARN_STRING 1 0 0
attr ERROR_STRING 1 0 0

wandb.errors.util (1 missing, 0 any)

Symbol Typable Typed Any
attr from_exception_map 1 0 0

wandb.filesync.dir_watcher (7 missing, 4 any)

Symbol Typable Typed Any
attr wd_events 1 0 0
meth PolicyLive.init 7 7 2
attr PolicyLive.RATE_LIMIT_SECONDS 1 0 0
attr PolicyLive.unit_dict 1 0 0
attr logger 1 0 0
attr wd_polling 1 0 0
meth FileEventHandler.init 6 6 2
attr FileEventHandler.file_path 1 0 0
attr FileEventHandler.save_name 1 0 0

wandb.filesync.step_upload (2 missing, 0 any)

Symbol Typable Typed Any
attr StepUpload.silent 1 0 0
attr logger 1 0 0

wandb.filesync.upload_job (9 missing, 0 any)

Symbol Typable Typed Any
attr UploadJob.silent 1 0 0
attr UploadJob.save_name 1 0 0
attr UploadJob.save_path 1 0 0
attr UploadJob.artifact_id 1 0 0
attr UploadJob.md5 1 0 0
attr UploadJob.copied 1 0 0
attr UploadJob.save_fn 1 0 0
attr UploadJob.digest 1 0 0
attr logger 1 0 0

wandb.integration.catboost.catboost (1 missing, 0 any)

Symbol Typable Typed Any
meth WandbCallback.init 2 1 0

wandb.integration.cohere.cohere (2 missing, 0 any)

Symbol Typable Typed Any
attr autolog 1 0 0
attr logger 1 0 0

wandb.integration.cohere.resolver (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.integration.diffusers.autologger (2 missing, 0 any)

Symbol Typable Typed Any
attr autolog 1 0 0
attr logger 1 0 0

wandb.integration.diffusers.pipeline_resolver (2 missing, 1 any)

Symbol Typable Typed Any
meth DiffusersPipelineResolver.call 6 6 1
attr DiffusersPipelineResolver.wandb_table 1 0 0
attr DiffusersPipelineResolver.pipeline_call_count 1 0 0

wandb.integration.diffusers.resolvers.multimodal (4 missing, 4 any)

Symbol Typable Typed Any
meth DiffusersMultiModalPipelineResolver.call 6 6 1
meth DiffusersMultiModalPipelineResolver.log_media 4 4 1
meth DiffusersMultiModalPipelineResolver.add_data_to_table 4 4 1
meth DiffusersMultiModalPipelineResolver.prepare_loggable_dict 4 4 1
attr DiffusersMultiModalPipelineResolver.pipeline_name 1 0 0
attr DiffusersMultiModalPipelineResolver.pipeline_call_count 1 0 0
attr DiffusersMultiModalPipelineResolver.wandb_table 1 0 0
attr logger 1 0 0

wandb.integration.diffusers.resolvers.utils (4 missing, 2 any)

Symbol Typable Typed Any
func chunkify 3 1 0
attr np_array 1 0 0
func get_updated_kwargs 4 4 1
func decode_sdxl_t2i_latents 3 3 1
attr torch_float_tensor 1 0 0

wandb.integration.dspy.dspy (3 missing, 3 any)

Symbol Typable Typed Any
meth WandbDSPyCallback._flatten_dict 4 4 1
meth WandbDSPyCallback._extract_program_info 2 2 1
meth WandbDSPyCallback.on_evaluate_start 4 4 1
attr WandbDSPyCallback.log_results 1 0 0
attr dspy 1 0 0
attr logger 1 0 0

wandb.integration.fastai (6 missing, 3 any)

Symbol Typable Typed Any
meth WandbCallback.on_train_begin 2 2 1
meth WandbCallback.on_epoch_end 5 5 1
meth WandbCallback.on_train_end 2 2 1
attr WandbCallback.save_model 1 0 0
attr WandbCallback.model_path 1 0 0
attr WandbCallback.log 1 0 0
attr WandbCallback.input_type 1 0 0
attr WandbCallback.best 1 0 0
attr WandbCallback.validation_data 1 0 0

wandb.integration.gym (1 missing, 0 any)

Symbol Typable Typed Any
func monitor 1 0 0

wandb.integration.huggingface.huggingface (3 missing, 0 any)

Symbol Typable Typed Any
attr autolog 1 0 0
attr resolver 1 0 0
attr logger 1 0 0

wandb.integration.huggingface.resolver (3 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0
meth HuggingFacePipelineRequestResponseResolver._get_model 2 1 0
meth HuggingFacePipelineRequestResponseResolver.get_latest_id 1 0 0

wandb.integration.keras.callbacks.metrics_logger (3 missing, 3 any)

Symbol Typable Typed Any
meth WandbMetricsLogger.init 5 5 2
attr WandbMetricsLogger.logging_batch_wise 1 0 0
attr WandbMetricsLogger.log_freq 1 1 1
attr WandbMetricsLogger.global_batch 1 0 0
attr WandbMetricsLogger.global_step 1 0 0

wandb.integration.keras.callbacks.model_checkpoint (1 missing, 1 any)

Symbol Typable Typed Any
meth WandbModelCheckpoint.init 10 10 1
attr WandbModelCheckpoint.save_weights_only 1 0 0

wandb.integration.keras.callbacks.tables_builder (2 missing, 2 any)

Symbol Typable Typed Any
meth WandbEvalCallback.init 5 5 2
attr WandbEvalCallback.data_table_columns 1 0 0
attr WandbEvalCallback.pred_table_columns 1 0 0

wandb.integration.keras.keras (123 missing, 0 any)

Symbol Typable Typed Any
meth WandbCallback.init 28 0 0
meth WandbCallback._build_grad_accumulator_model 1 0 0
meth WandbCallback._implements_train_batch_hooks 1 0 0
meth WandbCallback._implements_test_batch_hooks 1 0 0
meth WandbCallback._implements_predict_batch_hooks 1 0 0
meth WandbCallback.set_params 2 0 0
meth WandbCallback.set_model 2 0 0
meth WandbCallback._attempt_evaluation_log 2 0 0
meth WandbCallback.on_epoch_end 3 0 0
meth WandbCallback.on_batch_begin 3 0 0
meth WandbCallback.on_batch_end 3 0 0
meth WandbCallback.on_train_batch_begin 3 0 0
meth WandbCallback.on_train_batch_end 3 0 0
meth WandbCallback.on_test_begin 2 0 0
meth WandbCallback.on_test_end 2 0 0
meth WandbCallback.on_test_batch_begin 3 0 0
meth WandbCallback.on_test_batch_end 3 0 0
meth WandbCallback.on_train_begin 2 0 0
meth WandbCallback.on_train_end 2 0 0
meth WandbCallback.on_predict_begin 2 0 0
meth WandbCallback.on_predict_end 2 0 0
meth WandbCallback.on_predict_batch_begin 3 0 0
meth WandbCallback.on_predict_batch_end 3 0 0
meth WandbCallback._logits_to_captions 2 0 0
meth WandbCallback._masks_to_pixels 2 0 0
meth WandbCallback._log_images 2 0 0
meth WandbCallback._log_weights 1 0 0
meth WandbCallback._log_gradients 1 0 0
meth WandbCallback._log_dataframe 1 0 0
meth WandbCallback._save_model 2 0 0
meth WandbCallback._save_model_as_artifact 2 0 0
attr WandbCallback.validation_data 1 0 0
attr WandbCallback.labels 1 0 0
attr WandbCallback.predictions 1 0 0
attr WandbCallback.monitor 1 0 0
attr WandbCallback.verbose 1 0 0
attr WandbCallback.save_weights_only 1 0 0
attr WandbCallback.save_graph 1 0 0
attr WandbCallback.filepath 1 0 0
attr WandbCallback.save_model 1 0 0
attr WandbCallback.save_model_as_artifact 1 0 0
attr WandbCallback.log_weights 1 0 0
attr WandbCallback.log_gradients 1 0 0
attr WandbCallback.training_data 1 0 0
attr WandbCallback.generator 1 0 0
attr WandbCallback.input_type 1 0 0
attr WandbCallback.output_type 1 0 0
attr WandbCallback.log_evaluation 1 0 0
attr WandbCallback.validation_steps 1 0 0
attr WandbCallback.class_colors 1 0 0
attr WandbCallback.log_batch_frequency 1 0 0
attr WandbCallback.log_best_prefix 1 0 0
attr WandbCallback.compute_flops 1 0 0
attr WandbCallback.monitor_op 1 0 0
attr WandbCallback.best 1 0 0
func is_generator_like 2 0 0
attr tf_logger 1 0 0
func is_dataset 2 0 0
func is_numeric_array 2 0 0
func patch_tf_keras 1 0 0
attr logger 1 0 0

wandb.integration.kfp.helpers (3 missing, 0 any)

Symbol Typable Typed Any
func add_wandb_visualization 3 0 0

wandb.integration.kfp.kfp_patch (14 missing, 0 any)

Symbol Typable Typed Any
func unpatch_kfp 1 0 0
func patch_kfp 1 0 0
attr decorator_code 1 0 0
func create_component_from_func 6 5 0
func full_path_exists 2 0 0
func patch 3 0 0
func wandb_log 3 0 0
func unpatch 2 0 0

wandb.integration.kfp.wandb_logging (3 missing, 0 any)

Symbol Typable Typed Any
func wandb_log 3 0 0

wandb.integration.langchain.wandb_tracer (4 missing, 0 any)

Symbol Typable Typed Any
meth WandbTracer.init 3 0 0
attr langchain 1 0 0

wandb.integration.lightning.fabric.logger (0 missing, 7 any)

Symbol Typable Typed Any
meth WandbLogger.init 15 15 1
meth WandbLogger.log_table 6 6 1
meth WandbLogger.log_text 6 6 1
meth WandbLogger.log_html 5 5 1
meth WandbLogger.log_image 5 5 1
meth WandbLogger.log_audio 5 5 1
meth WandbLogger.log_video 5 5 1

wandb.integration.metaflow.data_pandas (0 missing, 1 any)

Symbol Typable Typed Any
func is_dataframe 2 2 1

wandb.integration.metaflow.data_pytorch (0 missing, 1 any)

Symbol Typable Typed Any
func is_nn_module 2 2 1

wandb.integration.metaflow.data_sklearn (0 missing, 1 any)

Symbol Typable Typed Any
func is_estimator 2 2 1

wandb.integration.metaflow.metaflow (14 missing, 0 any)

Symbol Typable Typed Any
func wandb_track 8 7 0
func wandb_log 6 4 0
func wandb_use 8 6 0
func coalesce 2 0 0
meth ArtifactProxy.init 2 0 0
meth ArtifactProxy.setattr 3 0 0
meth ArtifactProxy.getattr 2 0 0

wandb.integration.openai (1 missing, 0 any)

Symbol Typable Typed Any
attr WandbLogger 1 0 0

wandb.integration.openai.fine_tuning (8 missing, 1 any)

Symbol Typable Typed Any
attr pd 1 0 0
attr np 1 0 0
attr openai 1 0 0
meth WandbLogger._log_fine_tune 10 9 0
meth WandbLogger._ensure_logged_in 1 0 0
meth WandbLogger._get_wandb_run 2 1 0
meth WandbLogger._get_wandb_artifact 2 1 0
meth WandbLogger._unpack_hyperparameters 2 1 0
meth WandbLogger.sanitize 2 2 1

wandb.integration.openai.openai (2 missing, 0 any)

Symbol Typable Typed Any
attr autolog 1 0 0
attr logger 1 0 0

wandb.integration.openai.resolver (4 missing, 0 any)

Symbol Typable Typed Any
meth OpenAIRequestResponseResolver.init 1 0 0
attr OpenAIRequestResponseResolver.define_metrics_called 1 0 0
attr usage_metric_keys 1 0 0
attr logger 1 0 0

wandb.integration.prodigy.prodigy (17 missing, 0 any)

Symbol Typable Typed Any
func upload_dataset 2 0 0
func merge 3 0 0
func standardize 4 0 0
func create_table 2 0 0
func named_entity 2 0 0
func get_schema 4 0 0

wandb.integration.sacred (27 missing, 0 any)

Symbol Typable Typed Any
meth WandbObserver.init 2 0 0
meth WandbObserver.started_event 8 0 0
meth WandbObserver.completed_event 3 0 0
meth WandbObserver.artifact_event 5 0 0
meth WandbObserver.resource_event 2 0 0
meth WandbObserver.log_metrics 3 0 0
meth WandbObserver.__update_config 2 0 0
attr WandbObserver.run 1 0 0
attr WandbObserver.resources 1 0 0

wandb.integration.sb3.sb3 (6 missing, 0 any)

Symbol Typable Typed Any
attr WandbCallback.model_save_freq 1 0 0
attr WandbCallback.model_save_path 1 0 0
attr WandbCallback.gradient_save_freq 1 0 0
attr WandbCallback.log 1 0 0
attr WandbCallback.path 1 0 0
attr logger 1 0 0

wandb.integration.sklearn.calculate.calibration_curves (11 missing, 0 any)

Symbol Typable Typed Any
func calibration_curves 5 0 0
func make_table 6 0 0

wandb.integration.sklearn.calculate.class_proportions (15 missing, 0 any)

Symbol Typable Typed Any
func class_proportions 4 0 0
func get_named_labels 3 0 0
func make_table 4 0 0
func make_columns 4 0 0

wandb.integration.sklearn.calculate.confusion_matrix (15 missing, 0 any)

Symbol Typable Typed Any
func confusion_matrix 7 0 0
func validate_labels 3 0 0
func make_table 5 0 0

wandb.integration.sklearn.calculate.decision_boundaries (10 missing, 0 any)

Symbol Typable Typed Any
func decision_boundaries 10 0 0

wandb.integration.sklearn.calculate.elbow_curve (10 missing, 0 any)

Symbol Typable Typed Any
func elbow_curve 6 0 0
func make_table 4 0 0

wandb.integration.sklearn.calculate.feature_importances (9 missing, 0 any)

Symbol Typable Typed Any
func feature_importances 3 0 0
func check_for_attribute_on 3 0 0
func make_table 3 0 0

wandb.integration.sklearn.calculate.learning_curve (14 missing, 0 any)

Symbol Typable Typed Any
func learning_curve 10 0 0
func make_table 4 0 0

wandb.integration.sklearn.calculate.outlier_candidates (8 missing, 0 any)

Symbol Typable Typed Any
func outlier_candidates 4 0 0
func make_table 4 0 0

wandb.integration.sklearn.calculate.residuals (11 missing, 0 any)

Symbol Typable Typed Any
func residuals 4 0 0
func make_table 7 0 0

wandb.integration.sklearn.calculate.silhouette (17 missing, 0 any)

Symbol Typable Typed Any
func silhouette 7 0 0
func make_table 10 0 0

wandb.integration.sklearn.calculate.summary_metrics (9 missing, 0 any)

Symbol Typable Typed Any
func summary_metrics 6 0 0
func make_table 3 0 0

wandb.integration.sklearn.plot.classifier (47 missing, 0 any)

Symbol Typable Typed Any
func classifier 13 0 0
func class_proportions 4 0 0
func calibration_curve 5 0 0
func precision_recall 6 0 0
func roc 7 0 0
func confusion_matrix 7 0 0
func feature_importances 5 0 0

wandb.integration.sklearn.plot.clusterer (19 missing, 0 any)

Symbol Typable Typed Any
func silhouette 7 0 0
func clusterer 6 0 0
func elbow_curve 6 0 0

wandb.integration.sklearn.plot.regressor (15 missing, 0 any)

Symbol Typable Typed Any
func regressor 7 0 0
func residuals 4 0 0
func outlier_candidates 4 0 0

wandb.integration.sklearn.plot.shared (16 missing, 0 any)

Symbol Typable Typed Any
func summary_metrics 6 0 0
func learning_curve 10 0 0

wandb.integration.sklearn.utils (19 missing, 0 any)

Symbol Typable Typed Any
func round_2 2 0 0
func check_against_limit 4 0 0
func encode_labels 2 0 0
func warn_chart_limit 3 0 0
func round_3 2 0 0
func test_fitted 2 0 0
func test_types 2 0 0
func test_missing 2 0 0

wandb.integration.tensorboard.log (2 missing, 3 any)

Symbol Typable Typed Any
func log 4 4 1
func tf_summary_to_dict 3 3 1
attr pb 1 0 0
attr tensor_util 1 0 0
func make_ndarray 2 2 1

wandb.integration.tensorflow.estimator_hook (10 missing, 0 any)

Symbol Typable Typed Any
meth WandbHook.init 4 0 0
meth WandbHook.begin 1 0 0
meth WandbHook.before_run 2 0 0
meth WandbHook.after_run 3 0 0

wandb.integration.torch.wandb_torch (39 missing, 0 any)

Symbol Typable Typed Any
meth TorchHistory.init 1 0 0
meth TorchHistory.log_tensor_stats 3 0 0
meth TorchHistory._hook_variable_gradient_stats 4 0 0
meth TorchHistory.unhook_all 1 0 0
meth TorchHistory.unhook 2 0 0
meth TorchHistory._torch_hook_handle_is_valid 2 0 0
attr TorchHistory.hook_torch 1 0 0
attr LOG_TRACK_COUNT 1 0 0
attr LOG_TRACK_THRESHOLD 1 0 0
meth TorchGraph.init 1 0 0
meth TorchGraph.hook_torch 4 0 0
meth TorchGraph.create_forward_hook 3 0 0
meth TorchGraph.hook_torch_modules 6 0 0
meth TorchGraph.from_torch_layers 3 0 0
meth TorchGraph.node_from_module 3 0 0
func nested_shape 3 0 0

wandb.integration.ultralytics.bbox_utils (0 missing, 1 any)

Symbol Typable Typed Any
func plot_detection_validation_results 8 8 1

wandb.integration.ultralytics.callback (22 missing, 0 any)

Symbol Typable Typed Any
func add_wandb_callback 9 8 0
meth WandBUltralyticsCallback._make_tables 1 0 0
meth WandBUltralyticsCallback._make_predictor 2 1 0
meth WandBUltralyticsCallback._save_model 2 1 0
meth WandBUltralyticsCallback.on_train_start 2 1 0
meth WandBUltralyticsCallback.on_fit_epoch_end 2 1 0
meth WandBUltralyticsCallback.on_train_end 2 1 0
meth WandBUltralyticsCallback.on_val_start 2 1 0
meth WandBUltralyticsCallback.on_val_end 2 1 0
meth WandBUltralyticsCallback.on_predict_start 2 1 0
meth WandBUltralyticsCallback.on_predict_end 2 1 0
attr WandBUltralyticsCallback.epoch_logging_interval 1 0 0
attr WandBUltralyticsCallback.max_validation_batches 1 0 0
attr WandBUltralyticsCallback.enable_model_checkpointing 1 0 0
attr WandBUltralyticsCallback.visualize_skeleton 1 0 0
attr WandBUltralyticsCallback.task 1 0 0
attr WandBUltralyticsCallback.task_map 1 0 0
attr WandBUltralyticsCallback.model_name 1 0 0
attr WandBUltralyticsCallback.supported_tasks 1 0 0
attr WandBUltralyticsCallback.prompts 1 0 0
attr WandBUltralyticsCallback.run_id 1 0 0
attr WandBUltralyticsCallback.train_epoch 1 0 0

wandb.integration.ultralytics.classification_utils (1 missing, 1 any)

Symbol Typable Typed Any
func plot_classification_predictions 5 4 0
func plot_classification_validation_results 7 7 1

wandb.integration.ultralytics.mask_utils (6 missing, 0 any)

Symbol Typable Typed Any
func instance_mask_to_semantic_mask 3 0 0
func plot_segmentation_validation_results 8 5 0

wandb.integration.ultralytics.pose_utils (5 missing, 1 any)

Symbol Typable Typed Any
func annotate_keypoint_batch 4 3 1
func plot_pose_validation_results 9 7 0
func annotate_keypoint_results 3 2 0
func plot_pose_predictions 5 4 0

wandb.integration.xgboost.xgboost (1 missing, 0 any)

Symbol Typable Typed Any
meth WandbCallback.init 5 4 0

wandb.integration.yolov8.yolov8 (6 missing, 0 any)

Symbol Typable Typed Any
attr WandbCallback.yolo 1 0 0
attr WandbCallback.run_name 1 0 0
attr WandbCallback.project 1 0 0
attr WandbCallback.tags 1 0 0
attr WandbCallback.resume 1 0 0
attr WandbCallback.kwargs 1 0 0

wandb.jupyter (14 missing, 0 any)

Symbol Typable Typed Any
meth Notebook.save_display 3 0 0
meth Notebook.probe_ipynb 1 0 0
meth Notebook.save_history 2 1 0
attr Notebook.settings 1 0 0
attr Notebook.shell 1 0 0
func attempt_colab_load_ipynb 1 0 0
func notebook_metadata_from_jupyter_servers_and_kernel_id 1 0 0
func jupyter_servers_and_kernel_id 1 0 0
attr logger 1 0 0
func attempt_kaggle_load_ipynb 1 0 0
meth WandBMagics.init 2 0 0

wandb.old.core (5 missing, 0 any)

Symbol Typable Typed Any
func _set_stage_dir 2 0 0
attr START_TIME 1 0 0
func wandb_dir 2 0 0

wandb.old.summary (92 missing, 0 any)

Symbol Typable Typed Any
meth Summary.init 3 0 0
meth Summary._json_get 2 0 0
meth Summary._root_get 3 0 0
meth Summary._root_del 2 0 0
meth Summary._root_set 3 0 0
meth Summary.write_h5 3 0 0
meth Summary.read_h5 3 0 0
meth Summary.open_h5 1 0 0
meth Summary._decode 3 0 0
meth Summary._encode 3 0 0
attr np 1 0 0
meth HTTPSummary.init 4 0 0
meth HTTPSummary.delitem 2 0 0
meth HTTPSummary.load 1 0 0
meth HTTPSummary.open_h5 1 0 0
meth HTTPSummary._write 2 0 0
func upload_h5 5 0 0
func download_h5 5 0 0
attr h5py 1 0 0
meth FileSummary.init 2 0 0
meth FileSummary.load 1 0 0
meth FileSummary._write 2 0 0
meth SummarySubDict.init 3 0 0
meth SummarySubDict.setattr 3 0 0
meth SummarySubDict.getattr 2 0 0
meth SummarySubDict._root_get 3 0 0
meth SummarySubDict._root_set 3 0 0
meth SummarySubDict._root_del 2 0 0
meth SummarySubDict._write 2 0 0
meth SummarySubDict.keys 1 0 0
meth SummarySubDict.get 3 0 0
meth SummarySubDict.items 1 0 0
meth SummarySubDict.getitem 2 0 0
meth SummarySubDict.contains 2 0 0
meth SummarySubDict.setitem 3 0 0
meth SummarySubDict.delitem 2 0 0
meth SummarySubDict.repr 1 0 0
meth SummarySubDict.update 3 0 0
meth SummarySubDict._update 3 0 0

wandb.plot.custom_chart (1 missing, 0 any)

Symbol Typable Typed Any
meth CustomChart.set_key 2 1 0

wandb.plot.utils (8 missing, 0 any)

Symbol Typable Typed Any
func test_missing 2 0 0
func encode_labels 2 0 0
func test_fitted 2 0 0
func test_types 2 0 0

wandb.proto.v4.wandb_api_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.v4.wandb_base_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.v4.wandb_internal_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.v4.wandb_server_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.v4.wandb_settings_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.v4.wandb_sync_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.v4.wandb_telemetry_pb2 (1 missing, 0 any)

Symbol Typable Typed Any
attr DESCRIPTOR 1 0 0

wandb.proto.wandb_generate_proto (3 missing, 0 any)

Symbol Typable Typed Any
attr protobuf_version 1 0 0
attr ret 1 0 0
attr proto_root 1 0 0

wandb.sdk (1 missing, 0 any)

Symbol Typable Typed Any
attr _sync 1 0 0

wandb.sdk.artifacts.artifact (3 missing, 0 any)

Symbol Typable Typed Any
attr Artifact._TMP_DIR 1 0 0
attr reset_path 1 0 0
attr logger 1 0 0

wandb.sdk.artifacts.artifact_manifest (0 missing, 1 any)

Symbol Typable Typed Any
attr ArtifactManifest.manifest_version 1 1 1

wandb.sdk.artifacts.artifact_manifest_entry (1 missing, 2 any)

Symbol Typable Typed Any
meth ArtifactManifestEntry._validate_path 2 2 1
meth ArtifactManifestEntry._validate_local_path 2 2 1
attr logger 1 0 0

wandb.sdk.artifacts.exceptions (5 missing, 0 any)

Symbol Typable Typed Any
meth ArtifactStatusError.init 4 3 0
attr ArtifactStatusError.name 1 0 0
attr ArtifactStatusError.obj 1 0 0
meth ArtifactNotLoggedError.init 3 2 0
meth ArtifactFinalizedError.init 3 2 0

wandb.sdk.artifacts.storage_policies.wandb_storage_policy (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.sdk.artifacts.storage_policy (0 missing, 1 any)

Symbol Typable Typed Any
meth StoragePolicy.init_subclass 2 2 1

wandb.sdk.backend.backend (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.sdk.data_types.audio (28 missing, 0 any)

Symbol Typable Typed Any
meth Audio.init 4 3 0
meth Audio.get_media_subdir 1 0 0
meth Audio.from_json 3 0 0
meth Audio.bind_to_run 6 1 0
meth Audio.to_json 2 0 0
meth Audio.seq_to_json 5 0 0
meth Audio.durations 2 0 0
meth Audio.sample_rates 2 0 0
meth Audio.captions 2 0 0
meth Audio.resolve_ref 1 0 0
meth Audio.eq 2 0 0
meth Audio.ne 2 0 0

wandb.sdk.data_types.bokeh (8 missing, 0 any)

Symbol Typable Typed Any
meth Bokeh.init 2 1 0
meth Bokeh.get_media_subdir 1 0 0
meth Bokeh.to_json 2 0 0
meth Bokeh.from_json 3 0 0
attr Bokeh.b_obj 1 0 0

wandb.sdk.data_types.graph (93 missing, 0 any)

Symbol Typable Typed Any
meth Graph.init 2 0 0
meth Graph._to_graph_json 2 0 0
meth Graph.bind_to_run 3 0 0
meth Graph.get_media_subdir 1 0 0
meth Graph.to_json 2 0 0
meth Graph.getitem 2 0 0
meth Graph.pprint 1 0 0
meth Graph.add_node 3 0 0
meth Graph.add_edge 3 0 0
meth Graph.from_keras 2 0 0
meth Graph._is_sequential 2 0 0
attr Graph.format 1 0 0
attr Graph.nodes 1 0 0
attr Graph.nodes_by_id 1 0 0
attr Graph.edges 1 0 0
attr Graph.loaded 1 0 0
attr Graph.criterion 1 0 0
attr Graph.criterion_passed 1 0 0
attr Graph.root 1 0 0
meth Node.init 10 0 0
meth Node.to_json 2 0 0
meth Node.repr 1 0 0
meth Node.from_keras 2 0 0
prop Node.id 2 0 0
prop Node.name 2 0 0
prop Node.class_name 2 0 0
prop Node.functions 2 0 0
prop Node.parameters 2 0 0
prop Node.size 2 0 0
prop Node.output_shape 2 0 0
prop Node.is_output 2 0 0
prop Node.num_parameters 2 0 0
prop Node.child_parameters 2 0 0
prop Node.is_constant 2 0 0
attr Node.in_edges 1 0 0
attr Node.out_edges 1 0 0
attr Node.obj 1 0 0
attr Node.id 1 0 0
attr Node.name 1 0 0
attr Node.class_name 1 0 0
attr Node.size 1 0 0
attr Node.parameters 1 0 0
attr Node.output_shape 1 0 0
attr Node.is_output 1 0 0
attr Node.num_parameters 1 0 0
meth Edge.init 3 0 0
meth Edge.repr 1 0 0
meth Edge.to_json 2 0 0
prop Edge.name 2 0 0
prop Edge.from_node 2 0 0
prop Edge.to_node 2 0 0
attr Edge.from_node 1 0 0
attr Edge.to_node 1 0 0

wandb.sdk.data_types.histogram (2 missing, 0 any)

Symbol Typable Typed Any
attr Histogram.histogram 1 0 0
attr Histogram.bins 1 0 0

wandb.sdk.data_types.html (1 missing, 0 any)

Symbol Typable Typed Any
attr Html.html 1 0 0

wandb.sdk.data_types.plotly (1 missing, 0 any)

Symbol Typable Typed Any
meth Plotly.init 2 1 0

wandb.sdk.data_types.saved_model (0 missing, 7 any)

Symbol Typable Typed Any
meth _SavedModel.init 3 3 1
meth _SavedModel.init 3 3 2
meth _SavedModel._validate_obj 2 2 1
meth _SavedModel._maybe_init 3 3 2
meth _SavedModel._set_obj 2 2 1

wandb.sdk.data_types.table (128 missing, 0 any)

Symbol Typable Typed Any
meth Table.init 9 1 0
meth Table._validate_log_mode 2 0 0
meth Table._assert_valid_columns 2 0 0
meth Table._init_from_list 5 0 0
meth Table._init_from_ndarray 5 0 0
meth Table._init_from_dataframe 5 0 0
meth Table._make_column_types 3 0 0
meth Table._load_incremental_table_state_from_resumed_run 3 2 0
meth Table.cast 4 0 0
meth Table.ne 2 0 0
meth Table._eq_debug 3 0 0
meth Table.eq 2 0 0
meth Table.add_row 2 0 0
meth Table.add_data 2 0 0
meth Table._get_updated_result_type 2 0 0
meth Table._to_table_json 3 0 0
meth Table.bind_to_run 3 0 0
meth Table.get_media_subdir 1 0 0
meth Table.from_json 3 1 0
meth Table.to_json 2 0 0
meth Table.iterrows 1 0 0
meth Table.set_pk 2 0 0
meth Table.set_fk 4 0 0
meth Table._update_keys 2 0 0
meth Table._apply_key_updates 2 0 0
meth Table.add_column 4 0 0
meth Table.get_column 3 0 0
meth Table.get_index 1 0 0
meth Table.get_dataframe 1 0 0
meth Table.index_ref 2 0 0
meth Table.add_computed_columns 2 0 0
attr Table.log_mode 1 0 0
meth JoinedTable.init 4 0 0
meth JoinedTable.from_json 3 0 0
meth JoinedTable._validate_table_input 2 0 0
meth JoinedTable._ensure_table_in_artifact 4 0 0
meth JoinedTable.to_json 2 0 0
meth JoinedTable.ne 2 0 0
meth JoinedTable._eq_debug 3 0 0
meth JoinedTable.eq 2 0 0
meth JoinedTable.bind_to_run 3 0 0
meth PartitionedTable.init 2 0 0
meth PartitionedTable.to_json 2 0 0
meth PartitionedTable.from_json 3 0 0
meth PartitionedTable.iterrows 1 0 0
meth PartitionedTable._add_part_entry 3 0 0
meth PartitionedTable.ne 2 0 0
meth PartitionedTable.eq 2 0 0
meth PartitionedTable.bind_to_run 3 0 0
attr PartitionedTable.parts_path 1 0 0

wandb.sdk.data_types.trace_tree (7 missing, 3 any)

Symbol Typable Typed Any
meth WBTraceTree.init 3 2 0
meth TraceAttribute.get 3 3 1
meth TraceAttribute.set 3 3 1
meth Trace.init 11 10 0
attr Trace.name 1 0 0
attr Trace.status_code 1 0 0
attr Trace.status_message 1 0 0
attr Trace.start_time_ms 1 0 0
attr Trace.end_time_ms 1 0 0
meth Span.add_attribute 3 3 1

wandb.sdk.data_types.video (2 missing, 1 any)

Symbol Typable Typed Any
meth Video.init 5 4 0
attr Video.data 1 0 0
func write_gif_with_image_io 4 4 1

wandb.sdk.integration_utils.auto_logging (4 missing, 1 any)

Symbol Typable Typed Any
attr logger 1 0 0
prop PatchAPI.set_api 1 1 1
attr PatchAPI.name 1 0 0
attr PatchAPI.symbols 1 0 0
attr PatchAPI.resolver 1 0 0

wandb.sdk.integration_utils.data_logging (2 missing, 0 any)

Symbol Typable Typed Any
attr ValidationDataLogger.local_validation_artifact 1 0 0
attr ValidationDataLogger.input_col_name 1 0 0

wandb.sdk.interface.interface (3 missing, 2 any)

Symbol Typable Typed Any
meth InterfaceBase._summary_encode 4 4 1
meth InterfaceBase.publish_python_packages 2 1 0
meth InterfaceBase._make_partial_source_str 4 4 1
meth InterfaceBase.publish_job_input 6 5 0
attr logger 1 0 0

wandb.sdk.interface.interface_queue (3 missing, 0 any)

Symbol Typable Typed Any
attr InterfaceQueue.record_q 1 0 0
attr InterfaceQueue.result_q 1 0 0
attr logger 1 0 0

wandb.sdk.interface.interface_shared (1 missing, 1 any)

Symbol Typable Typed Any
attr logger 1 0 0
meth InterfaceShared._publish_use_artifact 2 2 1

wandb.sdk.interface.interface_sock (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.sdk.interface.summary_record (10 missing, 1 any)

Symbol Typable Typed Any
meth SummaryItem.init 1 0 0
meth SummaryItem.str 1 0 0
meth SummaryItem.repr 1 0 0
meth SummaryItem._add_next_parent 2 0 0
attr SummaryItem.value 1 1 1
meth SummaryRecord.init 1 0 0
meth SummaryRecord.str 1 0 0
meth SummaryRecord.repr 1 0 0
meth SummaryRecord._add_next_parent 2 0 0

wandb.sdk.internal.context (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.sdk.internal.datastore (17 missing, 0 any)

Symbol Typable Typed Any
func strtobytes 2 0 0
meth DataStore.open_for_append 2 0 0
meth DataStore.open_for_scan 2 0 0
meth DataStore.in_last_block 1 0 0
meth DataStore.scan_record 1 0 0
meth DataStore.scan_data 1 0 0
meth DataStore._write_header 1 0 0
meth DataStore._read_header 1 0 0
meth DataStore._write_record 3 0 0
meth DataStore._write_data 2 0 0
attr logger 1 0 0

wandb.sdk.internal.file_pusher (4 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0
meth FilePusher.file_changed 4 3 0
meth FilePusher.commit_artifact 5 4 0
meth FilePusher.finish 2 1 0

wandb.sdk.internal.file_stream (6 missing, 3 any)

Symbol Typable Typed Any
meth DefaultFilePolicy._debug_log 2 1 1
attr DefaultFilePolicy.has_debug_log 1 0 0
func request_with_retry 4 4 2
attr CRDedupeFilePolicy.global_offset 1 0 0
attr CRDedupeFilePolicy.stderr 1 0 0
attr CRDedupeFilePolicy.stdout 1 0 0
attr logger 1 0 0

wandb.sdk.internal.handler (1 missing, 4 any)

Symbol Typable Typed Any
attr logger 1 0 0
meth HandleManager._update_summary_leaf 4 4 1
meth HandleManager._update_summary_list 4 4 1
meth HandleManager._history_update_leaf 5 5 1
meth HandleManager._history_update_list 5 5 1

wandb.sdk.internal.internal_api (11 missing, 8 any)

Symbol Typable Typed Any
attr httpclient_logger 1 0 0
meth Api.gql 3 3 3
meth Api.execute 3 3 2
meth Api.settings 2 2 1
meth Api.set_setting 3 3 1
meth Api.upload_file_azure 4 4 1
attr Api.HTTP_TIMEOUT 1 0 0
attr Api.FILE_PUSHER_TIMEOUT 1 0 0
attr Api.dynamic_settings 1 0 0
attr Api.retry_timedelta 1 0 0
attr Api.retry_uploads 1 0 0
attr Api.client 1 0 0
attr Api.retry_callback 1 0 0
attr Api.upload_file_retry 1 0 0
attr Api.upload_multipart_file_chunk_retry 1 0 0
attr logger 1 0 0

wandb.sdk.internal.job_builder (3 missing, 0 any)

Symbol Typable Typed Any
meth JobBuilder.init 4 3 0
meth Version.init 4 3 0
attr SOURCE_KEYS_MIN_SUPPORTED_VERSION 1 0 0

wandb.sdk.internal.profiler (1 missing, 0 any)

Symbol Typable Typed Any
func torch_trace_handler 1 0 0

wandb.sdk.internal.progress (11 missing, 0 any)

Symbol Typable Typed Any
meth Progress.read 2 0 0
meth Progress.getattr 2 0 0
meth Progress.iter 1 0 0
meth Progress.next 1 0 0
meth Progress.len 1 0 0
meth Progress.next 1 0 0
attr Progress.file 1 0 0
attr Progress.bytes_read 1 0 0
attr Progress.len 1 0 0

wandb.sdk.internal.run (6 missing, 0 any)

Symbol Typable Typed Any
meth InternalRun.init 4 0 0
meth InternalRun._set_backend 2 0 0

wandb.sdk.internal.sample (6 missing, 0 any)

Symbol Typable Typed Any
meth UniformSampleAccumulator.init 2 0 0
meth UniformSampleAccumulator._show 1 0 0
meth UniformSampleAccumulator.add 2 0 0
meth UniformSampleAccumulator.get 1 0 0

wandb.sdk.internal.sender (5 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0
meth SendManager._setup_fork 2 1 0
meth SendManager._load_rewind_state 2 1 0
meth SendManager._install_rewind_state 1 0 0
meth SendManager._update_resume_state 3 2 0

wandb.sdk.internal.sender_config (0 missing, 1 any)

Symbol Typable Typed Any
meth ConfigState._update_at_path 3 3 1

wandb.sdk.internal.settings_static (0 missing, 2 any)

Symbol Typable Typed Any
meth SettingsStatic.getitem 2 2 1
meth SettingsStatic.getattr 2 2 1

wandb.sdk.internal.tb_watcher (8 missing, 0 any)

Symbol Typable Typed Any
meth Event.init 3 2 0
attr Event.event 1 0 0
attr Event.namespace 1 0 0
attr Event.created_at 1 0 0
attr TBDirWatcher.directory_watcher 1 0 0
attr TBDirWatcher.tf_compat 1 0 0
attr logger 1 0 0
attr TBEventConsumer.tb_history 1 0 0

wandb.sdk.launch (2 missing, 0 any)

Symbol Typable Typed Any
attr manage_config_file 1 0 0
attr manage_wandb_config 1 0 0

wandb.sdk.launch.agent.agent (9 missing, 3 any)

Symbol Typable Typed Any
meth LaunchAgent.new 3 3 2
meth LaunchAgent.init 3 2 0
meth LaunchAgent.pop_from_queue 2 2 1
attr LaunchAgent.gorilla_supports_agents 1 0 0
attr RUN_START_TIMEOUT 1 0 0
meth InternalAgentLogger.init 2 0 0
meth InternalAgentLogger.error 2 1 0
meth InternalAgentLogger.warn 2 1 0
meth InternalAgentLogger.info 2 1 0
meth InternalAgentLogger.debug 2 1 0

wandb.sdk.launch.agent.run_queue_item_file_saver (3 missing, 0 any)

Symbol Typable Typed Any
meth RunQueueItemFileSaver.init 3 2 0
attr RunQueueItemFileSaver.run_queue_item_id 1 0 0
attr RunQueueItemFileSaver.run 1 0 0

wandb.sdk.launch.builder.context_manager (1 missing, 0 any)

Symbol Typable Typed Any
meth BuildContextManager.init 2 1 0

wandb.sdk.launch.builder.docker_builder (4 missing, 0 any)

Symbol Typable Typed Any
meth DockerBuilder.init 4 3 0
attr DockerBuilder.environment 1 0 0
attr DockerBuilder.registry 1 0 0
attr DockerBuilder.config 1 0 0

wandb.sdk.launch.builder.kaniko_builder (11 missing, 0 any)

Symbol Typable Typed Any
func get_pod_name_safe 2 1 0
attr NAMESPACE 1 0 0
attr DOCKER_CONFIG_SECRET 1 0 0
attr PVC_MOUNT_PATH 1 0 0
attr PVC_NAME 1 0 0
attr SERVICE_ACCOUNT_NAME 1 0 0
meth KanikoBuilder.init 9 8 0
meth KanikoBuilder._create_kaniko_job 7 6 0
attr KanikoBuilder.environment 1 0 0
attr KanikoBuilder.registry 1 0 0
attr KanikoBuilder.kaniko_config 1 0 0

wandb.sdk.launch.builder.noop (2 missing, 0 any)

Symbol Typable Typed Any
attr NoOpBuilder.environment 1 0 0
attr NoOpBuilder.registry 1 0 0

wandb.sdk.launch.git_reference (1 missing, 0 any)

Symbol Typable Typed Any
attr GIT_COMMIT_REGEX 1 0 0

wandb.sdk.launch.runner.abstract (4 missing, 1 any)

Symbol Typable Typed Any
meth Status.init 3 2 0
attr Status.state 1 0 0
attr Status.messages 1 0 0
prop AbstractRunner.api_key 1 1 1
attr AbstractRunner.backend_config 1 0 0

wandb.sdk.launch.runner.kubernetes_monitor (4 missing, 9 any)

Symbol Typable Typed Any
meth LaunchKubernetesMonitor.new 3 3 2
meth LaunchKubernetesMonitor.init 5 4 0
meth SafeWatch.stream 4 4 4
attr CustomResource.group 1 0 0
attr CustomResource.version 1 0 0
attr CustomResource.plural 1 0 0
func create_named_task 5 5 3

wandb.sdk.launch.runner.kubernetes_runner (20 missing, 1 any)

Symbol Typable Typed Any
meth KubernetesRunner._wait_with_timeout 4 3 0
attr KubernetesRunner.environment 1 0 0
attr KubernetesRunner.registry 1 0 0
attr CrdSubmittedRun.group 1 0 0
attr CrdSubmittedRun.version 1 0 0
attr CrdSubmittedRun.plural 1 0 0
attr CrdSubmittedRun.name 1 0 0
attr CrdSubmittedRun.namespace 1 0 0
attr CrdSubmittedRun.core_api 1 0 0
attr CrdSubmittedRun.custom_api 1 0 0
func yield_pods 2 2 1
attr SOURCE_CODE_PVC_NAME 1 0 0
attr SOURCE_CODE_PVC_MOUNT_PATH 1 0 0
attr KubernetesSubmittedRun.batch_api 1 0 0
attr KubernetesSubmittedRun.core_api 1 0 0
attr KubernetesSubmittedRun.apps_api 1 0 0
attr KubernetesSubmittedRun.network_api 1 0 0
attr KubernetesSubmittedRun.name 1 0 0
attr KubernetesSubmittedRun.namespace 1 0 0
attr KubernetesSubmittedRun.secret 1 0 0
attr KubernetesSubmittedRun.auxiliary_resource_label_key 1 0 0

wandb.sdk.launch.runner.local_container (2 missing, 0 any)

Symbol Typable Typed Any
attr LocalContainerRunner.environment 1 0 0
attr LocalContainerRunner.registry 1 0 0

wandb.sdk.launch.runner.local_process (2 missing, 0 any)

Symbol Typable Typed Any
meth LocalProcessRunner.run 4 2 0

wandb.sdk.launch.runner.sagemaker_runner (5 missing, 0 any)

Symbol Typable Typed Any
attr SageMakerRunner.environment 1 0 0
attr SageMakerRunner.registry 1 0 0
attr SagemakerSubmittedRun.client 1 0 0
attr SagemakerSubmittedRun.log_client 1 0 0
attr SagemakerSubmittedRun.training_job_name 1 0 0

wandb.sdk.launch.runner.vertex_runner (2 missing, 1 any)

Symbol Typable Typed Any
meth VertexSubmittedRun.init 2 2 1
attr VertexRunner.environment 1 0 0
attr VertexRunner.registry 1 0 0

wandb.sdk.launch.sweeps (0 missing, 1 any)

Symbol Typable Typed Any
func load_scheduler 2 2 1

wandb.sdk.launch.sweeps.scheduler (2 missing, 1 any)

Symbol Typable Typed Any
meth Scheduler.init 10 9 0
attr LOG_PREFIX 1 0 0
meth RunState.new 3 3 1

wandb.sdk.launch.sweeps.scheduler_sweep (1 missing, 2 any)

Symbol Typable Typed Any
meth SweepScheduler.init 3 2 2

wandb.sdk.launch.sweeps.utils (1 missing, 1 any)

Symbol Typable Typed Any
attr SWEEP_COMMAND_ENV_VAR_REGEX 1 0 0
func load_launch_sweep_config 2 2 1

wandb.sdk.launch.utils (11 missing, 7 any)

Symbol Typable Typed Any
attr ELASTIC_CONTAINER_REGISTRY_URI_REGEX 1 0 0
func get_kube_context_and_api_client 3 3 1
attr GCS_URI_RE 1 0 0
attr FAILED_PACKAGES_REGEX 1 0 0
func get_default_entity 3 2 0
func fetch_and_validate_template_variables 3 3 1
attr AZURE_BLOB_REGEX 1 0 0
attr AZURE_CONTAINER_REGISTRY_URI_REGEX 1 0 0
attr ARN_PARTITION_RE 1 0 0
attr GCP_ARTIFACT_REGISTRY_URI_REGEX 1 0 0
attr LOG_PREFIX 1 0 0
func event_loop_thread_exec 2 2 2
attr MACRO_REGEX 1 0 0
attr S3_URI_RE 1 0 0
func sanitize_identifiers_for_k8s 2 2 1
func recursive_macro_sub 3 3 2

wandb.sdk.lib.capped_dict (1 missing, 2 any)

Symbol Typable Typed Any
meth CappedDict.setitem 3 3 1
meth CappedDict.update 2 2 1
attr CappedDict.max_size 1 0 0

wandb.sdk.lib.config_util (10 missing, 0 any)

Symbol Typable Typed Any
func dict_strip_value_dict 2 0 0
func save_config_file_from_dict 3 0 0
func dict_no_value_from_proto_list 2 0 0
func dict_from_proto_list 2 0 0
attr logger 1 0 0

wandb.sdk.lib.credentials (1 missing, 0 any)

Symbol Typable Typed Any
attr DEFAULT_WANDB_CREDENTIALS_FILE 1 0 0

wandb.sdk.lib.disabled (4 missing, 1 any)

Symbol Typable Typed Any
meth RunDisabled.getattr 2 2 1
meth SummaryDisabled.getattr 2 0 0
meth SummaryDisabled.getitem 2 0 0

wandb.sdk.lib.exit_hooks (1 missing, 0 any)

Symbol Typable Typed Any
attr ExitHooks.exit_code 1 0 0

wandb.sdk.lib.filesystem (7 missing, 2 any)

Symbol Typable Typed Any
meth WriteSerializingFile.write 3 1 0
attr WriteSerializingFile.lock 1 0 0
attr WriteSerializingFile.f 1 0 0
attr PROBLEMATIC_PATH_CHARS 1 0 0
func safe_open 5 5 2
meth CRDedupedFile.write 2 1 0
attr logger 1 0 0

wandb.sdk.lib.gitlib (2 missing, 10 any)

Symbol Typable Typed Any
attr logger 1 0 0
meth GitRepo.get_upstream_fork_point 1 1 1
meth GitRepo.tag 3 3 1
meth GitRepo.push 2 2 1
prop GitRepo.root 1 1 1
prop GitRepo.dirty 1 1 1
prop GitRepo.last_commit 1 1 1
prop GitRepo.branch 1 1 1
prop GitRepo.remote 1 1 1
prop GitRepo.remote_url 1 1 1
prop GitRepo.root_dir 1 1 1
attr GitRepo.remote_name 1 0 0

wandb.sdk.lib.gql_request (3 missing, 1 any)

Symbol Typable Typed Any
meth GraphQLSession.init 7 7 1
attr GraphQLSession.session 1 0 0
attr GraphQLSession.default_timeout 1 0 0
attr GraphQLSession.use_json 1 0 0

wandb.sdk.lib.handler_util (4 missing, 0 any)

Symbol Typable Typed Any
func metric_is_wandb_dict 2 0 0
func get_types 1 0 0
attr WANDB_TYPES 1 0 0

wandb.sdk.lib.hashutil (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.sdk.lib.import_hooks (0 missing, 3 any)

Symbol Typable Typed Any
func notify_module_loaded 2 2 1
meth ImportHookFinder.find_spec 4 4 2

wandb.sdk.lib.interrupt (1 missing, 0 any)

Symbol Typable Typed Any
func interrupt_main 1 0 0

wandb.sdk.lib.ipython (8 missing, 0 any)

Symbol Typable Typed Any
func toggle_button 2 0 0
meth ProgressWidget.init 4 0 0
attr ProgressWidget.widgets 1 0 0
attr logger 1 0 0

wandb.sdk.lib.json_util (1 missing, 8 any)

Symbol Typable Typed Any
func loads 2 2 1
func dump 4 4 3
func load 2 2 2
attr logger 1 0 0
func dumps 3 3 2

wandb.sdk.lib.lazyloader (9 missing, 0 any)

Symbol Typable Typed Any
meth LazyLoader.init 5 0 0
meth LazyLoader._load 1 0 0
meth LazyLoader.getattr 2 0 0
meth LazyLoader.dir 1 0 0

wandb.sdk.lib.module (17 missing, 0 any)

Symbol Typable Typed Any
func unset_globals 1 0 0
func set_global 16 0 0

wandb.sdk.lib.paths (0 missing, 1 any)

Symbol Typable Typed Any
meth LogicalPath.getattr 2 2 1

wandb.sdk.lib.preinit (0 missing, 5 any)

Symbol Typable Typed Any
meth PreInitObject.setitem 3 3 2
meth PreInitObject.setattr 3 3 2
meth PreInitObject.getattr 2 2 1

wandb.sdk.lib.redirect (104 missing, 0 any)

Symbol Typable Typed Any
attr np 1 0 0
attr ANSI_BG 1 0 0
meth Redirect.init 4 1 0
meth Redirect._pipe 1 0 0
meth Redirect.install 1 0 0
meth Redirect.uninstall 1 0 0
meth Redirect.flush 2 0 0
meth Redirect._callback 1 0 0
meth Redirect._pipe_relay 1 0 0
meth Redirect._emulator_write 1 0 0
attr ANSI_OSC_RE 1 0 0
attr SEP_RE 1 0 0
meth Cursor.init 4 0 0
attr Cursor.x 1 0 0
attr Cursor.y 1 0 0
attr Cursor.char 1 0 0
meth Char.init 10 0 0
meth Char.reset 1 0 0
meth Char.getitem 2 0 0
meth Char.setitem 3 0 0
meth Char.copy 2 0 0
meth Char.eq 2 0 0
attr Char.data 1 0 0
attr Char.fg 1 0 0
attr Char.bg 1 0 0
attr Char.bold 1 0 0
attr Char.italics 1 0 0
attr Char.underscore 1 0 0
attr Char.blink 1 0 0
attr Char.strikethrough 1 0 0
attr Char.reverse 1 0 0
attr ANSI_CSI_RE 1 0 0
attr ANSI_FG 1 0 0
meth TerminalEmulator.init 1 0 0
meth TerminalEmulator.cursor_up 2 0 0
meth TerminalEmulator.cursor_down 2 0 0
meth TerminalEmulator.cursor_left 2 0 0
meth TerminalEmulator.cursor_right 2 0 0
meth TerminalEmulator.carriage_return 1 0 0
meth TerminalEmulator.cursor_position 3 0 0
meth TerminalEmulator.cursor_column 2 0 0
meth TerminalEmulator.cursor_line 2 0 0
meth TerminalEmulator.linefeed 1 0 0
meth TerminalEmulator._get_line_len 2 0 0
meth TerminalEmulator.display 1 0 0
meth TerminalEmulator.erase_screen 2 0 0
meth TerminalEmulator.erase_line 2 0 0
meth TerminalEmulator.insert_lines 2 0 0
meth TerminalEmulator._write_plain_text 2 0 0
meth TerminalEmulator._write_text 2 0 0
meth TerminalEmulator._remove_osc 2 0 0
meth TerminalEmulator.write 2 0 0
meth TerminalEmulator._handle_csi 4 0 0
meth TerminalEmulator._get_line 2 0 0
meth TerminalEmulator.read 1 0 0
prop TerminalEmulator.num_lines 1 0 0
attr TerminalEmulator.buffer 1 0 0
attr TerminalEmulator.cursor 1 0 0
prop RedirectBase.src_stream 1 0 0
prop RedirectBase.src_fd 1 0 0
prop RedirectBase.src_wrapped_stream 1 0 0
attr RedirectBase.cbs 1 0 0
attr logger 1 0 0
attr ANSI_STYLES_REV 1 0 0

wandb.sdk.lib.retry (4 missing, 6 any)

Symbol Typable Typed Any
attr TransientError.message 1 0 0
attr TransientError.exception 1 0 0
attr logger 1 0 0
meth Retry.call 8 8 2
attr Retry.retry_callback 1 0 0
func retry_async 6 6 2
func retriable 3 3 2

wandb.sdk.lib.run_moment (1 missing, 0 any)

Symbol Typable Typed Any
meth RunMoment.post_init 1 0 0

wandb.sdk.lib.sparkline (2 missing, 0 any)

Symbol Typable Typed Any
func isfinite 2 0 0

wandb.sdk.lib.telemetry (2 missing, 0 any)

Symbol Typable Typed Any
attr TelemetryRecord 1 0 0
attr TelemetryImports 1 0 0

wandb.sdk.lib.timer (0 missing, 1 any)

Symbol Typable Typed Any
meth Timer.exit 2 2 1

wandb.sdk.verify.verify (3 missing, 1 any)

Symbol Typable Typed Any
func retry_fn 2 2 1
attr ID_PREFIX 1 0 0
func nice_id 2 0 0

wandb.sdk.wandb_config (72 missing, 0 any)

Symbol Typable Typed Any
meth Config.init 1 0 0
meth Config._set_callback 2 0 0
meth Config._set_artifact_callback 2 0 0
meth Config._set_settings 2 0 0
meth Config.repr 1 0 0
meth Config.keys 1 0 0
meth Config._as_dict 1 0 0
meth Config.as_dict 1 0 0
meth Config.getitem 2 0 0
meth Config.iter 1 0 0
meth Config._check_locked 3 1 0
meth Config.setitem 3 0 0
meth Config.items 1 0 0
meth Config.setattr 3 0 0
meth Config.getattr 2 0 0
meth Config.contains 2 0 0
meth Config._update 4 0 0
meth Config.update 3 0 0
meth Config.get 2 0 0
meth Config.persist 1 0 0
meth Config.setdefaults 2 0 0
meth Config._get_user_id 2 1 0
meth Config.update_locked 4 0 0
meth Config.merge_locked 4 0 0
meth Config._load_defaults 1 0 0
meth Config._sanitize_dict 4 1 0
meth Config._sanitize 4 0 0
meth Config._raise_value_error_on_nested_artifact 3 0 0
meth ConfigStatic.init 2 0 0
meth ConfigStatic.setattr 3 0 0
meth ConfigStatic.setitem 3 0 0
meth ConfigStatic.keys 1 0 0
meth ConfigStatic.getitem 2 0 0
meth ConfigStatic.str 1 0 0
attr logger 1 0 0

wandb.sdk.wandb_helper (4 missing, 0 any)

Symbol Typable Typed Any
func parse_config 4 0 0

wandb.sdk.wandb_metric (1 missing, 0 any)

Symbol Typable Typed Any
attr logger 1 0 0

wandb.sdk.wandb_run (4 missing, 7 any)

Symbol Typable Typed Any
meth Run.getstate 1 1 1
meth Run.setstate 2 2 1
meth Run._label_probe_notebook 2 2 1
meth Run._set_config_wandb 3 3 1
meth Run._assert_can_log_artifact 2 1 0
attr logger 1 0 0
meth RunStatusChecker._abandon_status_check 3 2 0
meth RunStatusChecker._loop_check_status 6 6 3
attr RE_LABEL 1 0 0

wandb.sdk.wandb_settings (91 missing, 0 any)

Symbol Typable Typed Any
meth Settings.catch_private_settings 2 0 0
meth Settings.validate_skip_transaction_log 1 0 0
meth Settings.validate_mutual_exclusion_of_branching_args 2 0 0
meth Settings.validate_skip_transaction_log 2 0 0
meth Settings.validate_api_key 2 0 0
meth Settings.validate_base_url 2 0 0
meth Settings.validate_code_dir 2 0 0
meth Settings.validate_console 3 0 0
meth Settings.validate_console_chunk_max_bytes 2 0 0
meth Settings.validate_console_chunk_max_seconds 2 0 0
meth Settings.validate_x_executable 2 0 0
meth Settings.validate_x_extra_http_headers 2 0 0
meth Settings.validate_file_stream_max_line_bytes 2 0 0
meth Settings.validate_x_files_dir 2 0 0
meth Settings.validate_fork_from 3 1 0
meth Settings.validate_http_proxy 2 0 0
meth Settings.validate_https_proxy 2 0 0
meth Settings.validate_ignore_globs 2 0 0
meth Settings.validate_program 2 0 0
meth Settings.validate_program_abspath 2 0 0
meth Settings.validate_program_relpath 2 0 0
meth Settings.validate_project 3 0 0
meth Settings.validate_resume 2 0 0
meth Settings.validate_resume_from 3 1 0
meth Settings.validate_root_dir 2 0 0
meth Settings.validate_run_id 3 0 0
meth Settings.validate_settings_system 2 0 0
meth Settings.validate_service_wait 2 0 0
meth Settings.validate_start_method 2 0 0
meth Settings.validate_x_stats_coreweave_metadata_base_url 2 0 0
meth Settings.validate_x_stats_gpu_device_ids 2 0 0
meth Settings.validate_x_stats_neuron_monitor_config_path 2 0 0
meth Settings.validate_stats_open_metrics_endpoints 2 0 0
meth Settings.validate_stats_open_metrics_filters 2 0 0
meth Settings.validate_stats_open_metrics_http_headers 2 0 0
meth Settings.validate_stats_sampling_interval 2 0 0
meth Settings.validate_sweep_id 2 0 0
meth Settings.validate_run_tags 2 0 0
meth Settings.validate_sweep_param_path 2 0 0
meth Settings.update_from_env_vars 2 1 0
meth Settings.update_from_system_environment 1 0 0
meth Settings.model_copy 3 0 0
meth Settings.model_dump 2 0 0
meth Settings._setup_code_paths 2 1 0
meth Settings._infer_code_path_for_program 2 1 0
meth Settings._infer_code_paths_for_jupyter 2 1 0
attr Settings.model_config 1 0 0

wandb.sdk.wandb_summary (28 missing, 0 any)

Symbol Typable Typed Any
meth Summary.init 2 1 0
meth Summary._set_update_callback 2 1 0
meth Summary._as_dict 1 0 0
meth Summary._update 2 1 0
meth SummarySubDict.init 1 0 0
meth SummarySubDict._as_dict 1 0 0
meth SummarySubDict._update 2 1 0
meth SummaryDict._as_dict 1 0 0
meth SummaryDict._update 2 1 0
meth SummaryDict.keys 1 0 0
meth SummaryDict.get 3 0 0
meth SummaryDict.getitem 2 0 0
meth SummaryDict.getattr 2 0 0
meth SummaryDict.setitem 3 0 0
meth SummaryDict.setattr 3 0 0
meth SummaryDict.delattr 2 0 0
meth SummaryDict.delitem 2 0 0
meth SummaryDict.update 2 1 0

wandb.sdk.wandb_watch (2 missing, 0 any)

Symbol Typable Typed Any
func _watch 8 7 0
attr logger 1 0 0

wandb.sync.sync (55 missing, 0 any)

Symbol Typable Typed Any
func get_runs 7 6 0
meth SyncManager.init 14 0 0
meth SyncManager.status 1 0 0
meth SyncManager.add 2 0 0
meth SyncManager.start 1 0 0
meth SyncManager.is_done 1 0 0
meth SyncManager.poll 1 0 0
meth SyncThread.init 15 0 0
meth SyncThread._parse_pb 3 0 0
meth SyncThread._find_tfevent_files 2 0 0
meth SyncThread._setup_tensorboard 5 0 0
meth SyncThread._send_tensorboard 4 0 0
meth SyncThread._robust_scan 2 0 0
meth SyncThread.run 1 0 0
func get_run_from_path 2 0 0

wandb.trigger (4 missing, 2 any)

Symbol Typable Typed Any
func call 4 3 2
func register 3 2 0
func unregister 3 2 0
func reset 1 0 0

wandb.util (12 missing, 55 any)

Symbol Typable Typed Any
meth WandBJSONEncoder.default 2 2 2
attr pandas_spec 1 0 0
func coalesce 2 2 2
func has_num 3 3 1
func check_retry_conflict_or_gone 2 2 1
func get_full_typename 2 2 2
meth WandBHistoryJSONEncoder.default 2 2 2
func maybe_compress_history 2 2 1
attr RE_DOCKER_IMAGE_NAME_SEPARATOR_END 1 0 0
func maybe_compress_summary 3 3 1
func load_yaml 2 2 2
attr logger 1 0 0
func get_jax_tensor 2 2 2
func no_retry_auth 2 2 1
func is_pandas_data_frame 2 2 1
func is_numpy_array 2 2 1
func load_json_yaml_dict 2 2 1
func is_tf_tensor 2 2 1
func json_dump_safer 4 4 2
func json_dump_uncompressed 4 4 2
func check_retry_conflict 2 2 1
func matplotlib_to_plotly 2 2 2
attr RE_DOCKER_IMAGE_NAME_SEPARATOR_START 1 0 0
attr IS_GIT 1 0 0
meth LazyModule.getattribute 2 2 1
meth LazyModule.setattr 3 3 1
func json_friendly_val 2 2 2
attr np 1 0 0
func get_module 4 4 1
func docker_image_regex 2 2 1
attr RE_DOCKER_IMAGE_NAME_SEPARATOR_REPEAT 1 0 0
attr LazyModuleState.module 1 0 0
attr LazyModuleState.load_started 1 0 0
attr LazyModuleState.lock 1 0 0
func vendor_import 2 2 1
func ensure_matplotlib_figure 2 2 2
func get_optional_module 2 1 0
func is_pytorch_tensor 2 2 1
func make_safe_for_json 2 2 2
attr RE_DOCKER_IMAGE_NAME_CHARS 1 0 0
func get_h5_typename 2 2 2
func matplotlib_contains_images 2 2 1
func parse_tfjob_config 1 1 1
meth WandBJSONEncoderOld.default 2 2 2
func convert_plots 2 2 2
func json_dumps_safer_history 3 3 2
func json_friendly 2 2 1
func json_dumps_safer 3 3 2
meth JSONEncoderUncompressed.default 2 2 2

wandb.wandb_agent (53 missing, 0 any)

Symbol Typable Typed Any
meth AgentApi.init 2 0 0
meth AgentApi.command 2 0 0
func run_agent 8 0 0
meth AgentProcess.init 7 0 0
meth AgentProcess._forward_signal 3 0 0
meth AgentProcess._start 6 0 0
meth AgentProcess.poll 1 0 0
meth AgentProcess.wait 1 0 0
meth AgentProcess.kill 1 0 0
meth AgentProcess.terminate 1 0 0
meth Agent.init 8 0 0
meth Agent.is_flapping 1 0 0
meth Agent.is_failing 1 0 0
meth Agent.run 1 0 0
meth Agent._process_command 2 0 0
meth Agent._command_run 2 0 0
meth Agent._command_stop 2 0 0
meth Agent._command_exit 2 0 0
attr Agent.SWEEP_COMMAND_ENV_VAR_REGEX 1 0 0
attr logger 1 0 0

wandb.wandb_controller (1 missing, 0 any)

Symbol Typable Typed Any
attr sweeps 1 0 0

Type-Ignore Comments

Flavor Count
type: ignore 52
type: ignore[prop-decorator] 38
type: ignore[assignment] 5
type: ignore[attr-defined] 5
type: ignore[import-not-found] 5
type: ignore[call-overload] 2
type: ignore[override] 2