Update dependency wandb to ^0.23.0

[renovate]

This PR contains the following updates:

Package	Change	Age	Confidence
wandb	^0.18.0 -> ^0.23.0

---

Release Notes

wandb/wandb (wandb)

v0.23.0

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Added

• Experimental wandb beta leet command - Lightweight Experiment Exploration Tool - a terminal UI for viewing W&B runs locally with real-time metrics visualization and system monitoring (@​dmitryduev in #​10764)
• The registry API now supports programmatic management of user and team members of individual registries. (@​tonyyli-wandb in #​10542)
• Registry.id has been added as a (read-only) property of Registry objects (@​tonyyli-wandb in #​10785).

Fixed

• Artifact.files() now has a correct len() when filtering by the names parameter (@​matthoare117-wandb in #​10796)
• The numerator for file upload progress no longer occasionally exceeds the total file size (@​timoffex in #​10812)
• Artifact.link() now logs unsaved artifacts instead of raising an error, consistent with the behavior of Run.link_artifact() (@​tonyyli-wandb in https://github.com/wandb/wandb/10822)
• Automatic code saving now works when running ipython notebooks in VSCode's Jupyter notebook extension (@​jacobromero in #​10746)
• Logging an artifact with infinite floats in Artifact.metadata now raises a ValueError early, instead of waiting on request retries to time out (@​tonyyli-wandb in #​10845).

v0.22.3

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Added

• Settings console_chunk_max_seconds and console_chunk_max_bytes for size- and time-based multipart console logs file chunking (@​dmitryduev in #​10162)
• Registry API query methods (Api.registries(), Registry.{collections,versions}(), Api.registries().{collections,versions}()) now accept a per_page keyword arg to override the default batch size for paginated results (@​tonyyli-wandb in #​10713).

Changed

• API keys longer than 40 characters are now supported. (@​jennwandb in #​10688)

Fixed

• run.config now properly returns a dict when calling artifact.logged_by() in v0.22.1 (@​thanos-wandb in #​10682)
• wandb.Api(api_key=...) now prioritizes the explicitly provided API key over thread-local cached credentials (@​pingleiwandb in #​10657)
• Fixed a rare deadlock in console_capture.py (@​timoffex in #​10683)
  • If you dump thread tracebacks during the deadlock and see the wandb-AsyncioManager-main thread stuck on a line in console_capture.py: this is now fixed.
• Fixed an issue where TensorBoard sync would sometimes stop working if the tfevents files were being written live (@​timoffex in #​10625)
• Artifact.manifest delays downloading and generating the download URL for the artifact manifest until it's first used. If the manifest has not been locally modified, Artifact.size and Artifact.digest can return without waiting to fetch the full manifest (@​tonyyli-wandb in #​10680)
• Fixed uploading GCS folder references via artifact.add_reference (@​amusipatla-wandb in #​10679)
• The SDK now correctly infers notebooks paths in Jupyter sessions, using th server's root directory, so code saving works in subdirectories (e.g. code/nested/.ipynb) (@​jacobromero in #​10709)

v0.22.2

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Fixed

• Possibly fixed some cases where the output.log file was not being uploaded (@​timoffex in #​10620)
• Fixed excessive data uploads when calling run.save() repeatedly on unchanged files (@​dmitryduev in #​10639)

v0.22.1

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Added

• Settings console_chunk_max_seconds and console_chunk_max_bytes for size- and time-based multipart console logs file chunking (@​dmitryduev in #​10162)
• Registry API query methods (Api.registries(), Registry.{collections,versions}(), Api.registries().{collections,versions}()) now accept a per_page keyword arg to override the default batch size for paginated results (@​tonyyli-wandb in #​10713).

Changed

• API keys longer than 40 characters are now supported. (@​jennwandb in #​10688)

Fixed

• run.config now properly returns a dict when calling artifact.logged_by() in v0.22.1 (@​thanos-wandb in #​10682)
• wandb.Api(api_key=...) now prioritizes the explicitly provided API key over thread-local cached credentials (@​pingleiwandb in #​10657)
• Fixed a rare deadlock in console_capture.py (@​timoffex in #​10683)
  • If you dump thread tracebacks during the deadlock and see the wandb-AsyncioManager-main thread stuck on a line in console_capture.py: this is now fixed.
• Fixed an issue where TensorBoard sync would sometimes stop working if the tfevents files were being written live (@​timoffex in #​10625)
• Artifact.manifest delays downloading and generating the download URL for the artifact manifest until it's first used. If the manifest has not been locally modified, Artifact.size and Artifact.digest can return without waiting to fetch the full manifest (@​tonyyli-wandb in #​10680)
• Fixed uploading GCS folder references via artifact.add_reference (@​amusipatla-wandb in #​10679)
• The SDK now correctly infers notebooks paths in Jupyter sessions, using th server's root directory, so code saving works in subdirectories (e.g. code/nested/.ipynb) (@​jacobromero in #​10709)

v0.22.0

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Notable Changes

This version removes support of MacOS 10.

Removed

• Remove a build targeting MacOS 10.x due to multiple security and supply chain considerations (@​dmitryduev in #​10529)

Fixed

• Resuming a run with a different active run will now raise an error unless you call run.finish() first, or call wandb.init() with the parameter reinit='create_new' (@​jacobromero in #​10468)
• Fix Api().runs() for wandb server < 0.51.0 (when project.internalId was added to gql API) (@​kelu-wandb in #​10507)
• Sweeps: command run scripts that import readline whether directly or indirectly (e.g. import torch on Python 3.13) should no longer deadlock (@​kelu-wandb in #​10489)

v0.21.4

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Added

• Add DSPy integration: track evaluation metrics over time, log predictions and program signature evolution to W&B Tables, and save DSPy programs as W&B Artifacts (complete program or state as JSON/PKL) (@​ayulockin in #​10327)

v0.21.3

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Changed

• Updated click dependency constraint from >=7.1 to >=8.0.1 (@​willtryagain in #​10418)

Fixed

• The message "Changes to your wandb environment variables will be ignored" is no longer printed when nothing changed (@​timoffex in #​10420)

v0.21.2

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Notable Changes

This version raises errors that would previously have been suppressed during calls to Artifact.link() or Run.link_artifact(). While this prevents undetected failures in those methods, it is also a breaking change.

Added

• New settings for max_end_of_run_history_metrics and max_end_of_run_summary_metrics (@​timoffex in #​10351)
• New wandb.integration.weave module for automatically initializing Weave when a W&B run is active and weave is imported (@​andrewtruong in #​10389)

Changed

• Errors encountered while linking an artifact are no longer suppressed/silenced, and Artifact.link() and Run.link_artifact() no longer return None (@​tonyyli-wandb in #​9968)
• The "Run history" and "Run summary" printed at the end of a run are now limited to 10 metrics each (@​timoffex in #​10351)

Fixed

• Dataclasses in a run's config no long raise Object of type ... is not JSON serializable when containing real classes as fields to the dataclass (@​jacobromero in #​10371)
• Artifact.link() and Run.link_artifact() should be faster on server versions 0.74.0+, requiring 4-5 fewer unnecessary blocking GraphQL requests (@​tonyyli-wandb in #​10393).

v0.21.1

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Notable Changes

The default ordering for Api().runs(...) and Api().sweeps(...) is now ascending order based on the runs created_at time.

Added

• Support first summary option in define_metric (@​kptkin in #​10121)
• Add support for paginated sweeps (@​nicholaspun-wandb in #​10122)
• pattern parameter to Api().run().files to only get files matching a given pattern from the W&B backend (@​jacobromero in #​10163)
• Add optional format key to Launch input JSONSchema to specify a string with a secret format (@​domphan-wandb in #​10207)

Changed

• Sweep.name property will now return user-edited display name if available (falling back to original name from sweep config, then sweep ID as before) (@​kelu-wandb in #​10144)
• Api().runs(...) and Api().sweeps(...) now returns runs in ascending order according to the runs created_at time. (@​jacobromero in #​10130)
• Artifact with large file (>2GB) uploads faster by using parallel hashing on system with more cores (@​pingleiwandb in #​10136)
• Remove the implementation of __bool__ for the registry iterators to align with python lazy iterators. (@​estellazx in #​10259)

Deprecated

• The wandb.beta.workflows module and its contents (including log_model(), use_model(), and link_model()) are deprecated and will be removed in a future release (@​tonyyli-wandb in #​10205).

Fixed

• Correct the artifact url for organization registry artifacts to be independent of the artifact type (@​ibindlish in #​10049)
• Suffixes on sanitized InternalArtifact names have been shortened to 6 alphanumeric characters (@​tonyyli-wandb in #​10102)
• wandb.Video will not print a progress spinner while encoding video when WANDB_SILENT/WANDB_QUIET environment variables are set (@​jacobromero in #​10064)
• Fixed registries fetched using api.registries() from having an extra wandb-registry- prefix in the name and full_name fields (@​estellazx in #​10187)
• Fixed a crash that could happen when using sync_tensorboard (@​timoffex in #​10199)
• Api().run(...).upload_file no longer throws an error when uploading a file in a different path relative to the provided root directory (@​jacobromero in #​10228)
• Calling load() function on a public API run object no longer throws TypeError. (@​jacobromero in #​10050)
• When a Sweeps run function called by wandb.agent() API throws an exception, it will now appear on the logs page for the run. (This previously only happened for runs called by the wandb agent CLI command.) (@​kelu-wandb in #​10244)

v0.21.0

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Notable Changes

This version removes the legacy implementation of the service process. This is a breaking change.

Added

• Setting x_stats_track_process_tree to track process-specific metrics such as the RSS, CPU%, and thread count in use for the entire process tree, starting from x_stats_pid. This can be expensive and is disabled by default (@​dmitryduev in #​10089)
• Notes are now returned to the client when resuming a run (@​kptkin in #​9739)
• Added support for creating custom Vega chart presets through the API. Users can now define and upload custom chart specifications that can be then reused across runs with wandb.plot_table() (@​thanos-wandb in #​9931)

Changed

• Calling Artifact.link() no longer instantiates a throwaway placeholder run (@​tonyyli-wandb in #​9828)
• wandb now attempts to use Unix sockets for IPC instead of listening on localhost, making it work in environments with more restrictive permissions (such as Databricks) (@​timoffex in #​9995)
• Api.artifact() will now display a warning while fetching artifacts from migrated model registry collections (@​ibindlish in #​10047)
• The .length for objects queried from wandb.Api has been deprecated. Use len(...) instead (@​jacobromero in #​10091)

Removed

• Removed the legacy python implementation of the service process. The legacy-service option of wandb.require as well as the x_require_legacy_service and x_disable_setproctitle settings with the corresponding environment variables have been removed and will now raise an error if used (@​dmitryduev in #​9965)

• Removed the private wandb.Run._metadata attribute. To override the auto-detected CPU and GPU counts as well as the GPU type, please use the new settings x_stats_{cpu_count,cpu_logical_count,gpu_count,gpu_type} (@​dmitryduev in #​9984)

Fixed

• Allow s3 style CoreWeave URIs for reference artifacts (@​estellazx in #​9979)
• Fixed rare bug that made Ctrl+C ineffective after logging large amounts of data (@​timoffex in #​10071)
• Respect silent, quiet, and show_warnings settings passed to a Run instance for warnings emitted by the service process (@​kptkin in #​10077)
• api.Runs no longer makes an API call for each run loaded from W&B (@​jacobromero in #​10087)
• Correctly parse the x_extra_http_headers setting from the env variable (@​dmitryduev in #​10103)
• .length calls the W&B backend to load the length of objects when no data has been loaded rather than returning None (@​jacobromero in #​10091)

v0.20.1

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Fixed

• wandb.Image() was broken in 0.20.0 when given NumPy arrays with values in the range [0, 1], now fixed (@​timoffex in #​9982)

v0.20.0

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Fixed

• wandb.Image() was broken in 0.20.0 when given NumPy arrays with values in the range [0, 1], now fixed (@​timoffex in #​9982)

v0.19.11

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Added

• Added creation, deletion, and updating of registries in the SDK. (@​estellazx in #​9453)
• artifact.is_link property to artifacts to determine if an artifact is a link artifact (such as in the Registry) or source artifact. (@​estellazx in #​9764)
• artifact.linked_artifacts to fetch all the linked artifacts to a source artifact and artifact.source_artifact to fetch the source artifact of a linked artifact. (@​estellazx in #​9789)
• run.link_artifact(), artifact.link(), and run.link_model() all return the linked artifact upon linking (@​estellazx in #​9763)
• Multipart download for artifact file larger than 2GB, user can control it directly using artifact.download(multipart=True). (@​pingleiwandb in #​9738)
• Project.id property to get the project ID on a wandb.public.Project (@​tonyyli-wandb in #​9194).
• New public API for W&B Automations (@​tonyyli-wandb in #​9693, #​8935, #​9194, #​9197, #​8896, #​9246)
  • New submodules and classes in wandb.automations.* to support programmatically managing W&B Automations.
  • Api.integrations(), Api.slack_integrations(), Api.webhook_integrations() to fetch a team's existing Slack or webhook integrations.
  • Api.create_automation(), Api.automation()/Api.automations(), Api.update_automation(), Api.delete_automation() to create, fetch, edit, and delete Automations.
• Create and edit automations triggered on RUN_METRIC_CHANGE events, i.e. on changes in run metric values (absolute or relative deltas). (@​tonyyli-wandb in #​9775)
• Ability to collect profiling metrics for Nvidia GPUs using DCGM. To enable, set the WANDB_ENABLE_DCGM_PROFILING environment variable to true. Requires the nvidia-dcgm service to be running on the machine. Enabling this feature can lead to increased resource usage. (@​dmitryduev in #​9780)

Fixed

• run.log_code correctly sets the run configs code_path value. (@​jacobromero in #​9753)
• Correctly use WANDB_CONFIG_DIR for determining system settings file path (@​jacobromero in #​9711)
• Prevent invalid Artifact and ArtifactCollection names (which would make them unloggable), explicitly raising a ValueError when attempting to assign an invalid name. (@​tonyyli-wandb in #​8773)
• Prevent pydantic ConfigError in Pydantic v1 environments from not calling .model_rebuild()/.update_forward_refs() on generated types with ForwardRef fields (@​tonyyli-wandb in #​9795)
• wandb.init() no longer raises Permission denied error when the wandb directory is not writable or readable (@​jacobromero in #​9751)
• Calling file.delete() on files queried via api.Runs(...) no longer raises CommError (@​jacobromero in #​9748)
  • Bug introduced in 0.19.1

v0.19.10

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Added

• The new reinit="create_new" setting causes wandb.init() to create a new run even if other runs are active, without finishing the other runs (in contrast to reinit="finish_previous"). This will eventually become the default (@​timoffex in #​9562)
• Added Artifact.history_step to return the nearest run step at which history metrics were logged for the artifact's source run (@​ibindlish in #​9732)
• Added data_is_not_path flag to skip file checks when initializing wandb.Html with a sting that points to a file.

Changed

• Artifact.download() no longer raises an error when using WANDB_MODE=offline or when an offline run exists (@​timoffex in #​9695)

Removed

• Dropped the -q / --quiet argument to the wandb magic in IPython / Jupyter; use the quiet run setting instead (@​timoffex in #​9705)

Deprecated

• The following wandb.Run methods are deprecated in favor of properties and will be removed in a future release (@​kptkin in #​8925):
  • run.project_name() is deprecated in favor of run.project
  • run.get_url() method is deprecated in favor of run.url
  • run.get_project_url() method is deprecated in favor of run.project_url
  • run.get_sweep_url() method is deprecated in favor of run.sweep_url

Fixed

• Fixed ValueError on Windows when running a W&B script from a different drive (@​jacobromero in #​9678)
• Fix base_url setting was not provided to wandb.login (@​jacobromero in #​9703)
• wandb.Html() no longer raises IsADirectoryError with a value that matched a directory on the users system. (@​jacobromero in #​9728)

v0.19.9

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Added

• The reinit setting can be set to "default" (@​timoffex in #​9569)
• Added support for building artifact file download urls using the new url scheme, with artifact collection membership context (@​ibindlish in #​9560)

Changed

• Boolean values for the reinit setting are deprecated; use "return_previous" and "finish_previous" instead (@​timoffex in #​9557)
• The "wandb" logger is configured with propagate=False at import time, whereas it previously happened when starting a run. This may change the messages observed by the root logger in some workflows (@​timoffex in #​9540)
• Metaflow now requires plum-dispatch package. (@​jacobromero in #​9599)
• Relaxed the pydantic version requirement to support both v1 and v2 (@​dmitryduev in #​9605)
• Existing pydantic types have been adapted to be compatible with Pydantic v1 (@​tonyyli-wandb in #​9623)
• wandb.init(dir=...) now creates any nonexistent directories in dir if it has a parent directory that is writeable (@​ringohoffman in #​9545)
• The server now supports fetching artifact files by providing additional collection information; updated the artifacts api to use the new endpoints instead (@​ibindlish in #​9551)
• Paginated methods (and underlying paginators) that accept a per_page argument now only accept int values. Default per_page values are set directly in method signatures, and explicitly passing None is no longer supported (@​tonyyli-wandb in #​9201)

Fixed

• Calling wandb.init() in a notebook finishes previous runs as previously documented (@​timoffex in #​9569)
  • Bug introduced in 0.19.0
• Fixed an error being thrown when logging jpg/jpeg images containing transparency data (@​jacobromero in #​9527)
• wandb.init(resume_from=...) now works without explicitly specifying the run's id (@​kptkin in #​9572)
• Deleting files with the Public API works again (@​jacobromero in #​9604)
  • Bug introduced in 0.19.1
• Fixed media files not displaying in the UI when logging to a run with a custom storage bucket (@​jacobromero in #​9661)

v0.19.8

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Fixed

• Media file paths containing special characters (?, *, ], [ or \) no longer cause file uploads to fail in wandb-core (@​jacobromero in #​9475)

Changed

• The system monitor now samples metrics every 15 seconds by default, up from 10 seconds (@​kptkin in #​9554)

v0.19.7

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Added

• Registry search api (@​estellazx in #​9472)

Changed

• changed moviepy constraint to >=1.0.0 (@​jacobromero in #​9419)
• wandb.init() displays more detailed information, in particular when it is stuck retrying HTTP errors (@​timoffex in #​9431)

Removed

• Removed the private x_show_operation_stats setting (@​timoffex in #​9427)

Fixed

• Fixed incorrect logging of an "wandb.Video requires moviepy [...]" exception when using moviepy v2. (@​Daraan in #​9375)
• wandb.setup() correctly starts up the internal service process; this semantic was unintentionally broken in 0.19.2 (@​timoffex in #​9436)
• Fixed TypeError: Object of type ... is not JSON serializable when using numpy number types as values. (@​jacobromero in #​9487)

v0.19.6

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Added

• Prometheus API support for Nvidia DCGM GPU metrics collection (@​dmitryduev in #​9369)

Changed

• Changed Nvidia GPU ECC counters from aggregated to volatile (@​gritukan in #​9347)

Fixed

• Fixed a performance issue causing slow instantiation of wandb.Artifact, which in turn slowed down fetching artifacts in various API methods. (@​tonyyli-wandb in #​9355)
• Some errors from wandb.Api have better string representations (@​timoffex in #​9361)
• Artifact.add_reference, when used with file URIs for a directory and the name parameter, was incorrectly adding the value of name to the path of the file references (@​ssisk in #​9378)
• Fixed a bug causing Artifact.add_reference() with checksum=False to log new versions of local reference artifacts without changes to the reference URI. (@​tonyyli-wandb in #​9326)

v0.19.5

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Added

• Added wandb login --base-url {host_url} to login as an alias of wandb login --host {host_url}. (@​jacobromero in #​9323)

Changed

• Temporarily disabled collecting per-core CPU utilization stats (@​dmitryduev in #​9350)

Fixed

• Fixed a bug causing offline mode to make network requests when logging media artifacts. If you are using an older version of W&B Server that does not support offline artifact uploads, use the setting allow_offline_artifacts=False to revert to older compatible behavior. (@​domphan-wandb in #​9267)
• Expand sanitization rules for logged table artifact name to allow for hyphens and dots. This update brings the rules up-to-date with the current rules for artifact names. (Allowing letters, numbers, underscores, hyphens, and dots) (@​nicholaspun-wandb in #​9271)
• Correctly handle run rewind settings fork_from and resume_from. (@​dmitryduev in #​9331)

v0.19.4

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Fixed

• Fix incorrectly reported device counts and duty cycle measurements for TPUs with single devices per chip / multiple devices on the host and make TPU metrics sampling more robust (@​dmitryduev in #​9266)
• Handle non-consecutive TPU device IDs in system monitor (@​dmitryduev in #​9276)

v0.19.3

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Fixed

• Fix wandb.Settings update regression in wandb.integration.metaflow (@​kptkin in #​9211)

v0.19.2

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Added

• Registry search api (@​estellazx in #​9472)

Changed

• changed moviepy constraint to >=1.0.0 (@​jacobromero in #​9419)
• wandb.init() displays more detailed information, in particular when it is stuck retrying HTTP errors (@​timoffex in #​9431)

Removed

• Removed the private x_show_operation_stats setting (@​timoffex in #​9427)

Fixed

• Fixed incorrect logging of an "wandb.Video requires moviepy [...]" exception when using moviepy v2. (@​Daraan in #​9375)
• wandb.setup() correctly starts up the internal service process; this semantic was unintentionally broken in 0.19.2 (@​timoffex in #​9436)
• Fixed TypeError: Object of type ... is not JSON serializable when using numpy number types as values. (@​jacobromero in #​9487)

v0.19.1

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Added

• Added creation, deletion, and updating of registries in the SDK. (@​estellazx in #​9453)
• artifact.is_link property to artifacts to determine if an artifact is a link artifact (such as in the Registry) or source artifact. (@​estellazx in #​9764)
• artifact.linked_artifacts to fetch all the linked artifacts to a source artifact and artifact.source_artifact to fetch the source artifact of a linked artifact. (@​estellazx in #​9789)
• run.link_artifact(), artifact.link(), and run.link_model() all return the linked artifact upon linking (@​estellazx in #​9763)
• Multipart download for artifact file larger than 2GB, user can control it directly using artifact.download(multipart=True). (@​pingleiwandb in #​9738)
• Project.id property to get the project ID on a wandb.public.Project (@​tonyyli-wandb in #​9194).
• New public API for W&B Automations (@​tonyyli-wandb in #​9693, #​8935, #​9194, #​9197, #​8896, #​9246)
  • New submodules and classes in wandb.automations.* to support programmatically managing W&B Automations.
  • Api.integrations(), Api.slack_integrations(), Api.webhook_integrations() to fetch a team's existing Slack or webhook integrations.
  • Api.create_automation(), Api.automation()/Api.automations(), Api.update_automation(), Api.delete_automation() to create, fetch, edit, and delete Automations.
• Create and edit automations triggered on RUN_METRIC_CHANGE events, i.e. on changes in run metric values (absolute or relative deltas). (@​tonyyli-wandb in #​9775)
• Ability to collect profiling metrics for Nvidia GPUs using DCGM. To enable, set the WANDB_ENABLE_DCGM_PROFILING environment variable to true. Requires the nvidia-dcgm service to be running on the machine. Enabling this feature can lead to increased resource usage. (@​dmitryduev in #​9780)

Fixed

• run.log_code correctly sets the run configs code_path value. (@​jacobromero in #​9753)
• Correctly use WANDB_CONFIG_DIR for determining system settings file path (@​jacobromero in #​9711)
• Prevent invalid Artifact and ArtifactCollection names (which would make them unloggable), explicitly raising a ValueError when attempting to assign an invalid name. (@​tonyyli-wandb in #​8773)
• Prevent pydantic ConfigError in Pydantic v1 environments from not calling .model_rebuild()/.update_forward_refs() on generated types with ForwardRef fields (@​tonyyli-wandb in #​9795)
• wandb.init() no longer raises Permission denied error when the wandb directory is not writable or readable (@​jacobromero in #​9751)
• Calling file.delete() on files queried via api.Runs(...) no longer raises CommError (@​jacobromero in #​9748)
  • Bug introduced in 0.19.1

v0.19.0

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Notable Changes

This version drops Python 3.7 and removes the wandb.Run.plot_table method.
This version adds pydantic>=2.6,<3 as a dependency.

Changed

• Set default behavior to not create a W&B Job (@​KyleGoyette in #​8907)
• Add pydantic>=2.6,<3 as a dependency (@​dmitryduev in #​8649 & estellazx
  in #​8905)

Removed

• Remove wandb.Run.plot_table method. The functionality is still available and should be accessed using wandb.plot_table, which is now the recommended way to use this feature. (@​kptkin in #​8686)
• Drop support for Python 3.7. (@​kptkin in #​8858)

Fixed

• Fix ultralytics reporting if there are no positive examples in a validation batch. (@​Jamil in #​8870)
• Debug printing for hyperband stopping algorithm printed one char per line (@​temporaer in #​8955)
• Include the missing log_params argument when calling lightgbm's wandb_callback function. (@​i-aki-y #​8943)

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