wandb

What's Changed

🪄 Enhancements

• feat(nexus): add nested config support by @kptkin in https://github.com/wandb/wandb/pull/6417
• feat(nexus): finish artifact saver by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6296
• feat(nexus): add sync file counts in the footer by @dmitryduev in https://github.com/wandb/wandb/pull/6371
• feat(nexus): implement directory watcher and related functionality by @kptkin in https://github.com/wandb/wandb/pull/6257
• feat(launch): run agent on an event loop by @bcsherma in https://github.com/wandb/wandb/pull/6384
• feat(nexus): add sampled history by @kptkin in https://github.com/wandb/wandb/pull/6492
• feat(artifacts): prototype for models api by @ibindlish in https://github.com/wandb/wandb/pull/6205
• perf(launch): register sweep scheduler virtual agents async by @bcsherma in https://github.com/wandb/wandb/pull/6488
• feat(nexus): make file uploads work with local by @dmitryduev in https://github.com/wandb/wandb/pull/6509
• feat(sdk): allow users to log custom chart tables in a different section by @luisbergua in https://github.com/wandb/wandb/pull/6422
• feat(nexus): generalize uploader to filemanager to allow downloads by @ibindlish in https://github.com/wandb/wandb/pull/6445
• feat(sdk): drop python 3.6 support by @dmitryduev in https://github.com/wandb/wandb/pull/6493
• feat(artifacts): delete staging files in Nexus by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6529
• feat(artifacts): set up artifact downloads to use sdk nexus core by @estellazx in https://github.com/wandb/wandb/pull/6275
• feat(nexus): add file upload progress and make completion callback a list of callbacks by @kptkin in https://github.com/wandb/wandb/pull/6518
• feat(launch): add wandb.ai/run-id label to jobs by @bcsherma in https://github.com/wandb/wandb/pull/6543

🔨 Fixes

• fix(sdk): ensures that complete run.config is captured in SageMaker by @fdsig in https://github.com/wandb/wandb/pull/6260
• fix(sdk): Improve error handling for gitlib for FileNotFoundErrors by @j316chuck in https://github.com/wandb/wandb/pull/6410
• fix(sdk): increase max message size, handle errors by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6398
• fix(launch): Agent better balances multiple queues by @TimH98 in https://github.com/wandb/wandb/pull/6418
• fix(artifacts): remove versioning enabled check in GCS reference handler by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6430
• fix(launch): add google-cloud-aiplatform to launch shard by @bcsherma in https://github.com/wandb/wandb/pull/6440
• fix(nexus): add use_artifact as passthrough messages by @kptkin in https://github.com/wandb/wandb/pull/6447
• fix(launch): adjust vertex environment variables by @Hojland in https://github.com/wandb/wandb/pull/6443
• fix(artifacts): update artifacts cache file permissions for NamedTemporaryFile by @ibindlish in https://github.com/wandb/wandb/pull/6437
• fix(nexus): fix a number of issues by @dmitryduev in https://github.com/wandb/wandb/pull/6491
• fix(media): saving mlp figure to buffer and reading with PIL should specify format by @mova in https://github.com/wandb/wandb/pull/6465
• fix(nexus): send content-length, check response status code in uploader by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6401
• fix(sdk): fix step logic when resuming runs with no metrics logged by @luisbergua in https://github.com/wandb/wandb/pull/6480
• fix(sdk): hook_handle being set to list instead of dict on unhook by @vatsalaggarwal in https://github.com/wandb/wandb/pull/6503
• fix(launch): verify gcp credentials before creating vertex job by @bcsherma in https://github.com/wandb/wandb/pull/6537
• fix(launch): add load option to docker buildx by @KyleGoyette in https://github.com/wandb/wandb/pull/6508
• fix(artifacts): fix perf regressions in artifact downloads and fix file download location by @ibindlish in https://github.com/wandb/wandb/pull/6535
• fix(sdk): add warning when log_code can't locate any files by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6532
• fix(sdk): adjust ipython hooks for v8.17 by @dmitryduev in https://github.com/wandb/wandb/pull/6563

📚 Docs

• docs(media): fix Graph docstring by @harupy in https://github.com/wandb/wandb/pull/6458
• docs(public-api): Fix suggested command for uploading artifacts by @geke-mir in https://github.com/wandb/wandb/pull/6513

New Contributors

• @j316chuck made their first contribution in https://github.com/wandb/wandb/pull/6410
• @harupy made their first contribution in https://github.com/wandb/wandb/pull/6458
• @Hojland made their first contribution in https://github.com/wandb/wandb/pull/6443
• @mova made their first contribution in https://github.com/wandb/wandb/pull/6465
• @geke-mir made their first contribution in https://github.com/wandb/wandb/pull/6513
• @luisbergua made their first contribution in https://github.com/wandb/wandb/pull/6422
• @vatsalaggarwal made their first contribution in https://github.com/wandb/wandb/pull/6503

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.12...v0.16.0

What's Changed

🪄 Enhancements

• feat(nexus): implement config debouncing mechanism by @kptkin in https://github.com/wandb/wandb/pull/6331
• feat(integrations): fix channel swapping on ultrlytics classification task by @soumik12345 in https://github.com/wandb/wandb/pull/6382
• feat(nexus): implement nexus alpha cpp interface by @raubitsj in https://github.com/wandb/wandb/pull/6358
• feat(nexus): expose system metrics in the run object (PoC) by @dmitryduev in https://github.com/wandb/wandb/pull/6238
• feat(integrations): Pin ultralytics version support to v8.0.186 by @soumik12345 in https://github.com/wandb/wandb/pull/6391

🔨 Fixes

• fix(launch): get logs from failed k8s pods by @bcsherma in https://github.com/wandb/wandb/pull/6339
• fix(artifacts): Allow adding s3 bucket as reference artifact by @ibindlish in https://github.com/wandb/wandb/pull/6346
• fix(launch): Fix race condition in agent thread clean up by @KyleGoyette in https://github.com/wandb/wandb/pull/6352
• fix(artifacts): don't assume run and its i/o artifacts are in the same project by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6363
• fix(artifacts): fix wandb.Api().run(run_name).log_artifact(artifact) by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6362
• fix(sweeps): ValueError with None value in sweep by @gtarpenning in https://github.com/wandb/wandb/pull/6364
• fix(artifacts): fix typo in s3 handler by @ibindlish in https://github.com/wandb/wandb/pull/6368
• fix(artifacts): fix the argument order for new argument target_fraction by @moredatarequired in https://github.com/wandb/wandb/pull/6377
• fix(nexus): fix potential race in config debouncer by @dmitryduev in https://github.com/wandb/wandb/pull/6385
• fix(sdk): fix graphql type mapping by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6396
• fix(sdk): fix concurrency limit in uploader by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6399

📚 Docs

• docs(sdk): fix reference docs GH action by @dmitryduev in https://github.com/wandb/wandb/pull/6350
• docs(sdk): Update generate-docodile-documentation.yml by @ngrayluna in https://github.com/wandb/wandb/pull/6351

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.11...v0.15.12

What's Changed

🪄 Enhancements

• feat(nexus): add support for code saving in script mode by @kptkin in https://github.com/wandb/wandb/pull/6243
• feat(nexus): add support for policy=end in wandb.save by @kptkin in https://github.com/wandb/wandb/pull/6267
• feat(nexus): add system info to metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6244
• feat(nexus): add nvidia gpu system info to metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6270
• feat(launch): delete run queues with public api by @bcsherma in https://github.com/wandb/wandb/pull/6317
• feat(sdk): introduce custom proxy support for wandb http(s) traffic by @kptkin in https://github.com/wandb/wandb/pull/6300

🔨 Fixes

• fix(sdk): Fix logger when logging filestream exception by @KyleGoyette in https://github.com/wandb/wandb/pull/6246
• fix(launch): use watch api to monitor launched CRDs by @bcsherma in https://github.com/wandb/wandb/pull/6226
• fix(launch): forbid enqueing docker images without target project by @bcsherma in https://github.com/wandb/wandb/pull/6248
• fix(sdk): add missing Twitter import for API users by @fdsig in https://github.com/wandb/wandb/pull/6261
• fix(artifacts): get S3 versionIDs from directory references by @moredatarequired in https://github.com/wandb/wandb/pull/6255
• fix(launch): make watch streams recover from connection reset by @bcsherma in https://github.com/wandb/wandb/pull/6272
• fix(public-api): use json.loads(..., strict=False) to ignore invalid utf-8 and control characters in api.Run.load by @dmitryduev in https://github.com/wandb/wandb/pull/6299
• fix(sdk): correctly identify colab as a jupyter-like env in settings by @dmitryduev in https://github.com/wandb/wandb/pull/6308
• fix(sdk): improve memory management for summary updates by @dmitryduev in https://github.com/wandb/wandb/pull/5569
• fix(artifacts): Add environment variable to configure batch size for download urls by @ibindlish in https://github.com/wandb/wandb/pull/6323
• fix(launch): fail rqis if no run is created by @bcsherma in https://github.com/wandb/wandb/pull/6324

📚 Docs

• docs(sdk): fixes a broken link in Image docs. by @katjacksonWB in https://github.com/wandb/wandb/pull/6252
• docs(nexus): add docs on running nexus-related system tests locally by @dmitryduev in https://github.com/wandb/wandb/pull/6191
• docs(nexus): add user-facing Nexus docs for Beta release by @dmitryduev in https://github.com/wandb/wandb/pull/6276
• docs(nexus): fix pip install nexus instruction by @dmitryduev in https://github.com/wandb/wandb/pull/6309

💅 Cleanup

• Update README.md by @NinoRisteski in https://github.com/wandb/wandb/pull/6325

New Contributors

• @katjacksonWB made their first contribution in https://github.com/wandb/wandb/pull/6252
• @NinoRisteski made their first contribution in https://github.com/wandb/wandb/pull/6325

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.10...v0.15.11

What's Changed

🪄 Enhancements

• feat(integrations): add async support to Autologger API and enable it for Openai by @parambharat in https://github.com/wandb/wandb/pull/5960
• feat(sdk): add official support for python 3.11 and drop support for python 3.6 by @dmitryduev in https://github.com/wandb/wandb/pull/4386
• feat(sdk): implement network logging and file pusher timeout for debugging by @dmitryduev in https://github.com/wandb/wandb/pull/5894
• feat(artifacts): set ttl(time to live) for artifact versions by @estellazx in https://github.com/wandb/wandb/pull/5859
• feat(nexus): add support for define metric by @kptkin in https://github.com/wandb/wandb/pull/6036
• feat(launch): Include agent version when creating launch agent by @TimH98 in https://github.com/wandb/wandb/pull/5970
• feat(launch): Runless git jobs can use requirements.txt in parent directories by @TimH98 in https://github.com/wandb/wandb/pull/6008
• feat(artifacts): retrieve the parent collection from an Artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6019
• feat(nexus): improve file uploads by @dmitryduev in https://github.com/wandb/wandb/pull/6052
• feat(artifacts): Add run id option to artifact put method to log artifacts to existing runs by @ibindlish in https://github.com/wandb/wandb/pull/6074
• feat(public-api): add metadata property to Run object by @dmitryduev in https://github.com/wandb/wandb/pull/6100
• feat(launch): Support setting a custom Dockerfile in launch overrides by @TimH98 in https://github.com/wandb/wandb/pull/6104
• feat(nexus): add Nvidia GPU asset to system monitor by @dmitryduev in https://github.com/wandb/wandb/pull/6081
• feat(artifacts): enable deleting artifact collections from SDK by @moredatarequired in https://github.com/wandb/wandb/pull/6020
• feat(launch): Add dockerfile CLI param & use Dockerfile.wandb by default if present by @TimH98 in https://github.com/wandb/wandb/pull/6122
• feat(artifacts): extend cache cleanup to allow specifying a target fraction by @moredatarequired in https://github.com/wandb/wandb/pull/6152
• feat(artifacts): add an eval-able repr to ArtifactManifestEntry by @moredatarequired in https://github.com/wandb/wandb/pull/6132
• feat(nexus): enable docker-based wheel building for nexus by @dmitryduev in https://github.com/wandb/wandb/pull/6118
• feat(nexus): add Nvidia GPU asset to system monitor by @dmitryduev in https://github.com/wandb/wandb/pull/6131
• feat(artifacts): clear the cache on add to prevent overflow by @moredatarequired in https://github.com/wandb/wandb/pull/6149
• feat(sdk): capture disk i/o utilization in system metrics by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6106
• feat(sdk): add disk io counters to monitor metrics by @dmitryduev in https://github.com/wandb/wandb/pull/6170
• feat(sdk): make paths for disk usage monitoring configurable by @dmitryduev in https://github.com/wandb/wandb/pull/6196
• feat(sweeps): Use WANDB_SWEEP_ID to include a run in an existing sweep by @gtarpenning in https://github.com/wandb/wandb/pull/6198
• feat(artifacts): Handle LinkArtifact calls made to Nexus Core by @ibindlish in https://github.com/wandb/wandb/pull/6160
• feat(nexus): fix retry logic for http clients and allow user customization by @kptkin in https://github.com/wandb/wandb/pull/6182
• feat(nexus): support user defined headers in the gql client transport by @kptkin in https://github.com/wandb/wandb/pull/6208
• feat(sdk): enable set types in wandb.Config by @fdsig in https://github.com/wandb/wandb/pull/6219
• feat(integrations): visualize images with bbox overlays for ultralytics by @soumik12345 in https://github.com/wandb/wandb/pull/5867
• feat(sdk): add exponential decay sampling utility for line_plot by @dmitryduev in https://github.com/wandb/wandb/pull/6228
• feat(sdk): always print the traceback inside of the wandb.init context manager by @kptkin in https://github.com/wandb/wandb/pull/4603
• feat(sdk): add setting to disable automatic machine info capture by @kptkin in https://github.com/wandb/wandb/pull/6230

🔨 Fixes

• fix(launch): Extend try in agent loop to cover all job handling by @KyleGoyette in https://github.com/wandb/wandb/pull/5923
• fix(sdk): guard against undefined filestream timeout by @dmitryduev in https://github.com/wandb/wandb/pull/5997
• fix(launch): error if code artifact underlying job has been deleted by @bcsherma in https://github.com/wandb/wandb/pull/5959
• fix(artifacts): use a unique name for the artifact created by verify by @moredatarequired in https://github.com/wandb/wandb/pull/5929
• fix(launch): Use resume=allow when auto requeuing by @TimH98 in https://github.com/wandb/wandb/pull/6002
• fix(launch): correct entrypoint path from disabled git repo subir by @gtarpenning in https://github.com/wandb/wandb/pull/5903
• fix(sweeps): override individual job resource_args by @gtarpenning in https://github.com/wandb/wandb/pull/5985
• fix(sdk): fix import issue to support python 3.6 by @kptkin in https://github.com/wandb/wandb/pull/6018
• fix(launch): Fix override entrypoint when using sweeps on launch without a scheduler job by @KyleGoyette in https://github.com/wandb/wandb/pull/6033
• fix(nexus): fix resume reference when nil by @kptkin in https://github.com/wandb/wandb/pull/6055
• fix(sdk): further speed up import time by @hauntsaninja in https://github.com/wandb/wandb/pull/6032
• fix(launch): Fix sample kubernetes agent manifest secret mount by @KyleGoyette in https://github.com/wandb/wandb/pull/6057
• fix(nexus): rm unused import by @dmitryduev in https://github.com/wandb/wandb/pull/6085
• fix(launch): watch to get kuberntes run statuses by @bcsherma in https://github.com/wandb/wandb/pull/6022
• fix(artifacts): prohibit saving artifacts to a different project than their base artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6042
• fix(artifacts): require existing artifacts to save to their source entity/project by @moredatarequired in https://github.com/wandb/wandb/pull/6034
• fix(nexus): adjust system monitor start and stop functionality by @dmitryduev in https://github.com/wandb/wandb/pull/6087
• fix(artifacts): remove suspect characters when directory creation fails by @moredatarequired in https://github.com/wandb/wandb/pull/6094
• fix(launch): Default log_code exclusion behavior now correctly handles wandb in the root path prefix. by @nickpenaranda in https://github.com/wandb/wandb/pull/6095
• fix(launch): disallow project queue creation by @bcsherma in https://github.com/wandb/wandb/pull/6011
• fix(launch): catch all sweep set state errors by @gtarpenning in https://github.com/wandb/wandb/pull/6091
• fix(launch): create_job now works from jupyter notebook by @gtarpenning in https://github.com/wandb/wandb/pull/6068
• fix(nexus): fix race condition for defer and update control by @kptkin in https://github.com/wandb/wandb/pull/6125
• fix(sdk): improved handling and logging of tensor types by @kptkin in https://github.com/wandb/wandb/pull/6086
• fix(launch): launch cli command should exit with non-zero status if underlying launched run exits with non-zero status by @KyleGoyette in https://github.com/wandb/wandb/pull/6078
• fix(nexus): fix correctness for offline mode by @kptkin in https://github.com/wandb/wandb/pull/6166
• fix(sdk): reports api - fix media_keys json path by @laxels in https://github.com/wandb/wandb/pull/6167
• fix(sdk): Allow uint8 images to be logged as wandb.Image() by @nate-wandb in https://github.com/wandb/wandb/pull/6043
• fix(sdk): fall back to /tmp/username/.config/wandb in old settings by @dmitryduev in https://github.com/wandb/wandb/pull/6175
• fix(nexus): use UpsertBucketRetryPolicy in all gql.UpsertBucket calls by @dmitryduev in https://github.com/wandb/wandb/pull/6207
• fix(sdk): update report id validation and encoding by @jo-fang in https://github.com/wandb/wandb/pull/6203
• fix(sdk): add support for propagating messages from the internal process by @kptkin in https://github.com/wandb/wandb/pull/5803

📚 Docs

• docs(nexus): add package level docstrings for filestream by @raubitsj in https://github.com/wandb/wandb/pull/6061
• docs(nexus): add basic developer guide by @kptkin in https://github.com/wandb/wandb/pull/6119
• docs(cli): Added more context for lauch job describe description. by @ngrayluna in https://github.com/wandb/wandb/pull/6193

💅 Cleanup

• style(sdk): fix to new ruff rule E721 additions by @nickpenaranda in https://github.com/wandb/wandb/pull/6102

New Contributors

• @geoffrey-g-delhomme made their first contribution in https://github.com/wandb/wandb/pull/5867
• @kooshi made their first contribution in https://github.com/wandb/wandb/pull/6086
• @umakrishnaswamy made their first contribution in https://github.com/wandb/wandb/pull/6106
• @jo-fang made their first contribution in https://github.com/wandb/wandb/pull/6203
• @wwzeng1 made their first contribution in https://github.com/wandb/wandb/pull/6228

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.9...v0.15.10

What's Changed

🪄 Enhancements

• feat(sweeps): launch sweep schedulers to team queues from UI by @gtarpenning in https://github.com/wandb/wandb/pull/6112
• feat(launch): make vertex launcher more customizable by @bcsherma in https://github.com/wandb/wandb/pull/6088
• feat(launch): default to noop builder if docker not installed by @bcsherma in https://github.com/wandb/wandb/pull/6137

🔨 Fixes

• fix(launch): Use built in entrypoint and args commands for sagemaker by @KyleGoyette in https://github.com/wandb/wandb/pull/5897
• fix(artifacts): copy parent source project info to new draft artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6062
• fix(sdk): avoid error at end of run with bigints by @raubitsj in https://github.com/wandb/wandb/pull/6134
• fix(launch): manually created image jobs can rerun correctly by @gtarpenning in https://github.com/wandb/wandb/pull/6148

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.8...v0.15.9

What's Changed

🪄 Enhancements

• perf(sdk): use mutation createRunFiles to get uploadUrls by @harukatab in https://github.com/wandb/wandb/pull/5731
• feat(launch): add create_run_queue to public API by @nickpenaranda in https://github.com/wandb/wandb/pull/5874
• perf(sdk): add hidden option to use orjson instead of json by @dmitryduev in https://github.com/wandb/wandb/pull/5911
• feat(launch): Improve error message when building with noop builder by @TimH98 in https://github.com/wandb/wandb/pull/5925
• feat(launch): create launch agent includes agent config if present by @TimH98 in https://github.com/wandb/wandb/pull/5893
• feat(launch): Check if job ingredients exist before making job by @TimH98 in https://github.com/wandb/wandb/pull/5942
• feat(launch): Gracefully handle Kubernetes 404 error by @TimH98 in https://github.com/wandb/wandb/pull/5945

🔨 Fixes

• fix(sdk): only creating new project if it doesn't already exist by @mbarrramsey in https://github.com/wandb/wandb/pull/5814
• fix(launch): Support namespace in metadata key of resource args by @KyleGoyette in https://github.com/wandb/wandb/pull/5639
• fix(launch): use "" instead of None for project kwarg when no project given by @bcsherma in https://github.com/wandb/wandb/pull/5839
• fix(launch): add + to torch cpu regex + tests by @bcsherma in https://github.com/wandb/wandb/pull/5833
• fix(sdk): implement timeout for file_stream and add debug logs by @kptkin in https://github.com/wandb/wandb/pull/5812
• fix(artifacts): fix collection filtering when getting aliases by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5810
• fix(sdk): replace dir_watcher settings with SettingsStatic by @kptkin in https://github.com/wandb/wandb/pull/5863
• fix(artifacts): set correct base for incremental artifacts by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5870
• fix(launch): drop https from azure registries to ensure compatibility with ${image_uri} macro by @bcsherma in https://github.com/wandb/wandb/pull/5880
• fix(artifacts): handle None description correctly by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5910
• fix(launch): Don't create k8s secret if it already exists by @TimH98 in https://github.com/wandb/wandb/pull/5900
• fix(artifacts): drop S3 bucket versioning check by @moredatarequired in https://github.com/wandb/wandb/pull/5927
• fix(sdk): speed up import time and fix pkg_resources DeprecationWarning by @hauntsaninja in https://github.com/wandb/wandb/pull/5899

📚 Docs

• docs(sdk): Add introspection section to CONTRIBUTING.md by @nickpenaranda in https://github.com/wandb/wandb/pull/5887
• docs(sdk): update GH action to generate reference docs and clean up docstrings by @dmitryduev in https://github.com/wandb/wandb/pull/5947
• docs(sdk): update README.md to unify the spelling of Hugging Face by @eltociear in https://github.com/wandb/wandb/pull/5891

💅 Cleanup

• revert(launch): revert job re-queuing implementation on pod disconnect by @KyleGoyette in https://github.com/wandb/wandb/pull/5811

New Contributors

• @mbarrramsey made their first contribution in https://github.com/wandb/wandb/pull/5814
• @hauntsaninja made their first contribution in https://github.com/wandb/wandb/pull/5899
• @eltociear made their first contribution in https://github.com/wandb/wandb/pull/5891

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.7...v0.15.8

What's Changed

🔨 Fixes

• fix(sdk): images not syncing until the end run (revert #5777) by @raubitsj in https://github.com/wandb/wandb/pull/5951

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.6...v0.15.7

What's Changed

🪄 Enhancements

• feat(launch): add job link to wandb footer by @bcsherma in https://github.com/wandb/wandb/pull/5767
• feat(launch): re-implement job requeueing, fixed cancel behavior by @TimH98 in https://github.com/wandb/wandb/pull/5822
• feat(launch): manually create jobs from cli by @gtarpenning in https://github.com/wandb/wandb/pull/5661
• feat(launch): allow users to specify job name via the job_name setting by @bcsherma in https://github.com/wandb/wandb/pull/5791
• feat(sdk): Add an simplified trace API to log prompt traces by @parambharat in https://github.com/wandb/wandb/pull/5794
• feat(integrations): support .keras model format with WandbModelCheckpoint and TF 2.13.0 compatible by @soumik12345 in https://github.com/wandb/wandb/pull/5720
• feat(sdk): Initial support for migrating W&B runs and reports between instances by @andrewtruong in https://github.com/wandb/wandb/pull/5777

🔨 Fixes

• fix(integrations): make LightGBM callback compatible with 4.0.0 by @ayulockin in https://github.com/wandb/wandb/pull/5906
• fix(sdk): use default settings for project retrieval if available by @KyleGoyette in https://github.com/wandb/wandb/pull/5917

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.5...v0.15.6

What's Changed

🪄 Enhancements

• feat(launch): improve handling of docker image job names and tags by @gtarpenning in https://github.com/wandb/wandb/pull/5718
• feat(launch): support kaniko builds on AKS by @bcsherma in https://github.com/wandb/wandb/pull/5706
• feat(launch): allow kaniko builds to run in other namespaces by @bcsherma in https://github.com/wandb/wandb/pull/5637
• feat(artifacts): support access key for Azure references by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5729
• feat(launch): add information to failed run queue items, support warnings for run queue items by @KyleGoyette in https://github.com/wandb/wandb/pull/5612
• feat(launch): allow direct configuration of registry uri for all registries by @bcsherma in https://github.com/wandb/wandb/pull/5760
• perf(artifacts): enhance download URL fetching process with batch and retry logic by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5692
• feat(artifacts): add flag to skip missing S3 references in Artifact.download by @moredatarequired in https://github.com/wandb/wandb/pull/5778
• feat(launch): implement job requeueing when pod disconnects by @TimH98 in https://github.com/wandb/wandb/pull/5770
• feat(sdk): add setting to disable setproctitle by @raubitsj in https://github.com/wandb/wandb/pull/5805

🔨 Fixes

• fix(sdk): handle uri schemes in LogicalPath by @dmitryduev in https://github.com/wandb/wandb/pull/5670
• fix(artifacts): update object storage to include reference and prevent id reuse by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5722
• fix(sweeps): update click package version requirements by @gtarpenning in https://github.com/wandb/wandb/pull/5738
• fix(sdk): improve lazy import to be thread-safe by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5727
• fix(launch): change typo in kaniko image name by @bcsherma in https://github.com/wandb/wandb/pull/5743
• fix(integrations): correct date parsing in SageMaker configuration by @rymc in https://github.com/wandb/wandb/pull/5759
• fix(launch): make docker build non interactive to prevent region based questions by @KyleGoyette in https://github.com/wandb/wandb/pull/5736
• fix(launch): update "cuda" base image path to "accelerator" base image path by @KyleGoyette in https://github.com/wandb/wandb/pull/5737
• fix(artifacts): replace artifact name with placeholder to skip validation by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5724
• fix(launch): prevent jobs with large outputs from hanging on local-container by @KyleGoyette in https://github.com/wandb/wandb/pull/5774
• fix(launch): ensure resume does not push sensitive info by @KyleGoyette in https://github.com/wandb/wandb/pull/5807
• fix(artifacts): fix handling of references when downloading by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5808
• fix(sweeps): correct launch sweep author to personal username by @gtarpenning in https://github.com/wandb/wandb/pull/5806
• refactor(artifacts): change artifact methods and attributes to private by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5790

📚 Docs

• docs(sdk): update the product icons in README.md by @ngrayluna in https://github.com/wandb/wandb/pull/5713
• docs(artifacts): update docs by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5701
• docs(artifacts): fix comment about total retry time by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5751
• docs(sdk): expose WBTraceTree as data_types.WBTraceTree by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5788

New Contributors

• @HipHoff made their first contribution in https://github.com/wandb/wandb/pull/5691
• @rymc made their first contribution in https://github.com/wandb/wandb/pull/5759

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.4...v0.15.5

What's Changed

🪄 Enhancements

• feat(sdk): set job source in settings by @TimH98 in https://github.com/wandb/wandb/pull/5442
• feat(sweeps): launch sweeps controlled by wandb run by @gtarpenning in https://github.com/wandb/wandb/pull/5456
• feat(integrations): add autolog for Cohere python SDK by @dmitryduev in https://github.com/wandb/wandb/pull/5474
• feat(launch): support launching custom k8s objects by @bcsherma in https://github.com/wandb/wandb/pull/5486
• perf(artifacts): conserve memory when hashing files by @moredatarequired in https://github.com/wandb/wandb/pull/5513
• feat(artifacts): add new_draft method to modify and log saved artifacts as new version by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5524
• feat(launch): don't install frozen reqs if there is a reqs file by @bcsherma in https://github.com/wandb/wandb/pull/5548
• feat(artifacts): don't remove temp files from artifacts cache by default by @moredatarequired in https://github.com/wandb/wandb/pull/5596
• feat(artifacts): add source_entity and update sequenceName handling by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5546
• feat(artifacts): add 'remove' to Artifacts API by @moredatarequired in https://github.com/wandb/wandb/pull/5370
• feat(sweeps): optuna scheduler for sweeps on launch by @gtarpenning in https://github.com/wandb/wandb/pull/4900
• feat(launch): support notebook job creation by @KyleGoyette in https://github.com/wandb/wandb/pull/5462
• feat(launch): enable launch macros for all runners by @bcsherma in https://github.com/wandb/wandb/pull/5624
• feat(integrations): add autologging for supported huggingface pipelines by @ash0ts in https://github.com/wandb/wandb/pull/5579
• feat(integrations): add usage metrics and table logging to OpenAI autologger by @parambharat in https://github.com/wandb/wandb/pull/5521
• feat(sdk): add support for monitoring AMD GPU system metrics by @dmitryduev in https://github.com/wandb/wandb/pull/5449
• feat(sdk): capture absolute GPU memory allocation by @dmitryduev in https://github.com/wandb/wandb/pull/5643

🔨 Fixes

• fix(integrations): ensure wandb can be used in AWS lambda by @dmitryduev in https://github.com/wandb/wandb/pull/5083
• fix(sdk): permit LogicalPath to strip trailing slashes by @moredatarequired in https://github.com/wandb/wandb/pull/5473
• fix(sdk): exercise caution when creating ~/.config/wandb/settings file by @dmitryduev in https://github.com/wandb/wandb/pull/5478
• fix(sdk): update custom chart query handling and add alternate constructor for table-based charts by @andrewtruong in https://github.com/wandb/wandb/pull/4852
• fix(artifacts): add s3 multipart uploading for artifact files by @estellazx in https://github.com/wandb/wandb/pull/5377
• fix(artifacts): handle incompatible artifact name strings by @andrewtruong in https://github.com/wandb/wandb/pull/5416
• fix(launch): docker runner always pull for image sourced jobs by @bcsherma in https://github.com/wandb/wandb/pull/5531
• fix(launch): improve error handling for package installation by @TimH98 in https://github.com/wandb/wandb/pull/5509
• fix(launch): custom k8s objects respect command/args overrides by @bcsherma in https://github.com/wandb/wandb/pull/5538
• fix(artifacts): remove entity, project from valid properties and adjust name handling by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5533
• fix(launch): use env var for launch agent base url by @KyleGoyette in https://github.com/wandb/wandb/pull/5482
• fix(artifacts): write to the cache defensively (catch OSError) by @moredatarequired in https://github.com/wandb/wandb/pull/5597
• fix(launch): handle exception in finish_thread_id and fail run queue items by @KyleGoyette in https://github.com/wandb/wandb/pull/5610
• fix(launch): add pull secrets for pre made images when registry is specified by @bcsherma in https://github.com/wandb/wandb/pull/5602
• fix(launch): read kaniko pod sa name from env var by @bcsherma in https://github.com/wandb/wandb/pull/5619
• fix(launch): misc gcp fixes by @bcsherma in https://github.com/wandb/wandb/pull/5626
• fix(launch): support local environment and registry declaration by @KyleGoyette in https://github.com/wandb/wandb/pull/5630
• fix(launch): support ssh git urls and submodules in agent by @KyleGoyette in https://github.com/wandb/wandb/pull/5635
• fix(sdk): update git repo handling for failure cases and rename to gitlib by @kptkin in https://github.com/wandb/wandb/pull/5437
• fix(sdk): unify offline and online mode during init and fix multiprocess attach by @kptkin in https://github.com/wandb/wandb/pull/5296
• fix(integrations): prevent errors by checking for wandb.run in Gym integration by @ash0ts in https://github.com/wandb/wandb/pull/5649
• fix(sdk): fix wandb tfevent sync issue by @eohomegrownapps in https://github.com/wandb/wandb/pull/5261

📚 Docs

• docs(sdk): update contrib for yea-wandb changes by @kptkin in https://github.com/wandb/wandb/pull/5614

New Contributors

• @eohomegrownapps made their first contribution in https://github.com/wandb/wandb/pull/5261

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.3...v0.15.4

What's Changed

🔨 Fixes

• fix(sdk): allow SDK to work if SA token can't be read by @wandb-zacharyblasczyk in https://github.com/wandb/wandb/pull/5472
• fix(sdk): clean up the k8s token discovery logic in util.py::image_id_from_k8s by @dmitryduev in https://github.com/wandb/wandb/pull/5518
• fix(integrations): update WandbTracer to work with new langchain version by @parambharat in https://github.com/wandb/wandb/pull/5558
• revert(sdk): update summary for changed keys only by @dmitryduev in https://github.com/wandb/wandb/pull/5562

New Contributors

• @wandb-zacharyblasczyk made their first contribution in https://github.com/wandb/wandb/pull/5472

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.2...v0.15.3

What's Changed

🔨 Fixes

• fix(integrations): update WandbTracer for new langchain release by @parambharat @tssweeney in https://github.com/wandb/wandb/pull/5467
• fix(integrations): fix error message in langchain wandb_tracer version check by @dmitryduev in https://github.com/wandb/wandb/pull/5490

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.1...v0.15.2

What's Changed

🪄 Enhancements

• feat(launch): implement new Kubernetes runner config schema by @TimH98 in https://github.com/wandb/wandb/pull/5231
• feat(launch): allow platform override for docker builder by @TimH98 in https://github.com/wandb/wandb/pull/5330
• feat(artifacts): get full name of artifact for easier artifact retrieval by @estellazx in https://github.com/wandb/wandb/pull/5314
• feat(artifacts): make default root for artifacts download configurable by @moredatarequired in https://github.com/wandb/wandb/pull/5366
• feat(artifacts): add Azure storage handler in SDK by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5317
• feat(media): add method to convert wandb.Table to pandas.DataFrame by @brunnelu in https://github.com/wandb/wandb/pull/5301
• feat(launch): sweeps on launch command args passed as params by @gtarpenning in https://github.com/wandb/wandb/pull/5315

🔨 Fixes

• fix(launch): don't assume keys in args and config refer to the same thing by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5183
• fix(launch): make ElasticContainerRegistry environment handle "ImageNotFoundException" gracefully by @bcsherma in https://github.com/wandb/wandb/pull/5159
• fix(launch): disable kaniko builder retry by @TimH98 in https://github.com/wandb/wandb/pull/5318
• fix(sdk): refine error message for auth error by @kptkin in https://github.com/wandb/wandb/pull/5341
• fix(launch): kubernetes runner does not respect override args by @KyleGoyette in https://github.com/wandb/wandb/pull/5303
• fix(sweeps): allow attr-dicts as sweeps configs by @moredatarequired in https://github.com/wandb/wandb/pull/5268
• fix(artifacts): checksum the read-only staging copy instead of the original file by @moredatarequired in https://github.com/wandb/wandb/pull/5346
• fix(launch): skip getting run info if run completes successfully or is from a different entity by @TimH98 in https://github.com/wandb/wandb/pull/5379
• fix(artifacts): default to project "uncategorized" instead of "None" when fetching artifacts by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/5375
• fix(integrations): add enabled check to gym VideoRecorder by @younik in https://github.com/wandb/wandb/pull/5230
• fix(artifacts): fix handling of default project and entity by @dmitryduev in https://github.com/wandb/wandb/pull/5395
• fix(sdk): update import_hook.py with latest changes in the wrapt repository by @kptkin in https://github.com/wandb/wandb/pull/5321
• fix(launch): fix support for local urls in k8s launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/5413
• fix(sdk): improve notebook environment detection and testing by @dmitryduev in https://github.com/wandb/wandb/pull/4982
• fix(sdk): implement recursive isinstance check utility for the Settings object by @dmitryduev in https://github.com/wandb/wandb/pull/5436
• fix(sdk): correctly parse edge cases in OpenMetrics filter definitions in System Monitor by @dmitryduev in https://github.com/wandb/wandb/pull/5329
• fix(sdk): update debug logs to include SDK's version by @kptkin in https://github.com/wandb/wandb/pull/5344
• fix(sdk): filter AWS Trainium metrics by local rank if executed with torchrun by @dmitryduev in https://github.com/wandb/wandb/pull/5142
• fix(integrations): inform users about WandbTracer incompatibility with LangChain > 0.0.153 by @hwchase17 in https://github.com/wandb/wandb/pull/5453

📚 Docs

• docs(sdk): update README.md by @thanos-wandb in https://github.com/wandb/wandb/pull/5386
• docs(integrations): update docstrings of the Keras callbacks by @ayulockin in https://github.com/wandb/wandb/pull/5198
• docs(sdk): update the images in README.md by @ngrayluna in https://github.com/wandb/wandb/pull/5399

New Contributors

• @szymon-piechowicz-wandb made their first contribution in https://github.com/wandb/wandb/pull/5183
• @thanos-wandb made their first contribution in https://github.com/wandb/wandb/pull/5386
• @brunnelu made their first contribution in https://github.com/wandb/wandb/pull/5301
• @younik made their first contribution in https://github.com/wandb/wandb/pull/5230
• @hwchase17 made their first contribution in https://github.com/wandb/wandb/pull/5453

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.0...v0.15.1

What's Changed

🪄 Enhancements

• feat(media): add support for LangChain media type by @tssweeney in https://github.com/wandb/wandb/pull/5288
• feat(integrations): add autolog for OpenAI's python library by @dmitryduev @parambharat @kptkin @raubitsj in https://github.com/wandb/wandb/pull/5362

🔨 Fixes

• fix(integrations): add function signature wrapper to the patched openai methods by @parambharat in https://github.com/wandb/wandb/pull/5369
• fix(integrations): adjust OpenAI autolog public API to improve user experience by @dmitryduev @kptkin @raubitsj in https://github.com/wandb/wandb/pull/5381

Full Changelog: https://github.com/wandb/wandb/compare/v0.14.2...v0.15.0

What's Changed

🔨 Fixes

• fix(sdk): fix wandb sync regression by @kptkin in https://github.com/wandb/wandb/pull/5306

Full Changelog: https://github.com/wandb/wandb/compare/v0.14.1...v0.14.2

What's Changed

🪄 Enhancements

• feat(artifacts): improve run.log_artifact() with default type and path references by @moredatarequired in https://github.com/wandb/wandb/pull/5131
• feat(artifacts): add opt-in support for async artifact upload by @speezepearson in https://github.com/wandb/wandb/pull/4864
• perf(sdk): update summary for changed keys only by @dmitryduev in https://github.com/wandb/wandb/pull/5150
• feat(sdk): use a persistent session object for GraphQL requests by @moredatarequired in https://github.com/wandb/wandb/pull/5075
• feat(sdk): allow setting of extra headers for the gql client by @dmitryduev in https://github.com/wandb/wandb/pull/5237
• feat(sdk): allow filtering metrics based on OpenMetrics endpoints by @dmitryduev in https://github.com/wandb/wandb/pull/5282

🔨 Fixes

• fix(artifacts): more informative message when failing to create staging artifact directory by @moredatarequired in https://github.com/wandb/wandb/pull/5067
• fix(launch): set default value for Kubernetes backoffLimit to 0 by @KyleGoyette in https://github.com/wandb/wandb/pull/5072
• fix(sdk): remove default sorting when dumping config into a yaml file by @kptkin in https://github.com/wandb/wandb/pull/5127
• fix(media): fix encoding for html types on windows by @kptkin in https://github.com/wandb/wandb/pull/5180
• fix(sdk): clean up auto resume state when initializing a new run by @kptkin in https://github.com/wandb/wandb/pull/5184
• fix(sdk): harden wandb.init() error handling for backend errors by @kptkin in https://github.com/wandb/wandb/pull/5023
• fix(sdk): fix system monitor shutdown logic by @dmitryduev in https://github.com/wandb/wandb/pull/5227
• fix(launch): allow users to specify pinned versions in requirements.txt by @KyleGoyette in https://github.com/wandb/wandb/pull/5226
• fix(sdk): make wandb.log() handle empty string values properly by @dannygoldstein in https://github.com/wandb/wandb/pull/5275
• fix(sdk): raise exception when accessing methods and attributes of a finished run by @kptkin in https://github.com/wandb/wandb/pull/5013

📚 Docs

• docs(launch): add documentation for launch by @iveksl2 in https://github.com/wandb/wandb/pull/4596
• docs(sdk): add documentation for Object3D media type by @ssisk in https://github.com/wandb/wandb/pull/4810
• docs(sdk): remove duplicate docstring in keras integration by @Gladiator07 in https://github.com/wandb/wandb/pull/5289
• docs(artifacts): convert docstrings to Google convention by @moredatarequired in https://github.com/wandb/wandb/pull/5276

💅 Cleanup

• refactor(artifacts): use 'secrets' module instead of custom random token generator by @moredatarequired in https://github.com/wandb/wandb/pull/5050
• refactor(artifacts): move _manifest_json_from_proto to sender.py by @moredatarequired in https://github.com/wandb/wandb/pull/5178

New Contributors

• @iveksl2 made their first contribution in https://github.com/wandb/wandb/pull/4596
• @Gladiator07 made their first contribution in https://github.com/wandb/wandb/pull/5289

Full Changelog: https://github.com/wandb/wandb/compare/v0.14.0...v0.14.1

What's Changed

🪄 Enhancements

• feat(launch): support cuda base image for launch runs by @KyleGoyette in https://github.com/wandb/wandb/pull/5044
• feat(launch): warn users of which packages failed to install during build process by @KyleGoyette in https://github.com/wandb/wandb/pull/5109
• feat(sdk): add support for importing runs from MLFlow by @andrewtruong in https://github.com/wandb/wandb/pull/4950
• feat(launch): mark queued runs that fail to launch as FAILED by @KyleGoyette in https://github.com/wandb/wandb/pull/5129

🔨 Fixes

• fix(sdk): temporarily remove local api key validation by @dmitryduev in https://github.com/wandb/wandb/pull/5095
• fix(launch): launch agent gracefully removes thread when it has an exception by @TimH98 in https://github.com/wandb/wandb/pull/5105
• fix(launch): give clear error message when cannot connect to Docker daemon by @TimH98 in https://github.com/wandb/wandb/pull/5092
• fix(launch): launch support for EKS instance roles by @bcsherma in https://github.com/wandb/wandb/pull/5112
• fix(launch): cleaner error messages when launch encounters docker errors and graceful fail by @TimH98 in https://github.com/wandb/wandb/pull/5124
• fix(launch): hash docker images based on job version and dockerfile contents by @KyleGoyette in https://github.com/wandb/wandb/pull/4996
• security(launch): warn when agent is started polling on a team queue by @TimH98 in https://github.com/wandb/wandb/pull/5126
• fix(sdk): add telemetry when syncing tfevents files by @raubitsj in https://github.com/wandb/wandb/pull/5141
• fix(sdk): fix regression preventing run stopping from working by @raubitsj in https://github.com/wandb/wandb/pull/5139
• fix(launch): instruct user how to handle missing kubernetes import when using kubernetes runner or kaniko builder by @TimH98 in https://github.com/wandb/wandb/pull/5138
• fix(launch): hide unsupported launch CLI options by @KyleGoyette in https://github.com/wandb/wandb/pull/5153
• fix(launch): make launch image builder install Pytorch properly with dependencies on different hardware by @bcsherma in https://github.com/wandb/wandb/pull/5147

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.11...v0.14.0

What's Changed

🪄 Enhancements

• feat(launch): improve launch agent logging by @TimH98 in https://github.com/wandb/wandb/pull/4944
• feat(sweeps): sweep run_cap now works for launch sweeps by @gtarpenning in https://github.com/wandb/wandb/pull/4937
• feat(sweeps): launch sweep jobs from image_uri by @gtarpenning in https://github.com/wandb/wandb/pull/4976
• feat(launch): add num_workers param to scheduler section in launch_config by @gtarpenning in https://github.com/wandb/wandb/pull/5035
• feat(artifacts): raise ArtifactNotLoggedError instead of ValueError by @moredatarequired in https://github.com/wandb/wandb/pull/5026
• feat(launch): launch agent uses thread pool to run jobs by @TimH98 in https://github.com/wandb/wandb/pull/5033
• feat(launch): make runners and builders use Environment & Registry classes by @bcsherma in https://github.com/wandb/wandb/pull/5011
• feat(sdk): add OpenMetrics support for System Metrics by @dmitryduev in https://github.com/wandb/wandb/pull/4899
• feat(sdk): add ability to filter system metrics consumed from OpenMetrics endpoints by @dmitryduev in https://github.com/wandb/wandb/pull/5034
• feat(sdk): add support for gymnasium env monitoring, in addition to gym by @dmitryduev in https://github.com/wandb/wandb/pull/5008
• feat(launch): add max_scheduler key to launch agent config by @gtarpenning in https://github.com/wandb/wandb/pull/5057
• feat(integrations): add an integration with ultralytics library for YOLOv8 by @parambharat in https://github.com/wandb/wandb/pull/5037

🔨 Fixes

• fix(sdk): clean up IPython's widget deprecation warning by @kptkin in https://github.com/wandb/wandb/pull/4912
• fix(sdk): add special Exceptions for the manager logic, when trying to connect to a gone service by @kptkin in https://github.com/wandb/wandb/pull/4890
• fix(sdk): fix issue where global config directory had to be writable to use Api by @KyleGoyette in https://github.com/wandb/wandb/pull/4689
• fix(sdk): make error message during run initialization more actionable and fix uncaught exception by @kptkin in https://github.com/wandb/wandb/pull/4909
• fix(sdk): add deepcopy dunder method to the Run class by @kptkin in https://github.com/wandb/wandb/pull/4891
• fix(launch): remove default to project always in sweep by @gtarpenning in https://github.com/wandb/wandb/pull/4927
• fix(sweeps): error out when trying to create a launch sweep without a job specified by @gtarpenning in https://github.com/wandb/wandb/pull/4938
• fix(launch): mkdir_exists_ok now (again) checks permission on existence by @gtarpenning in https://github.com/wandb/wandb/pull/4936
• fix(launch): only log the received job when launching something sourced from a job by @KyleGoyette in https://github.com/wandb/wandb/pull/4886
• fix(launch): fix issue where queued runs sourced from images would vanish in URI by @KyleGoyette in https://github.com/wandb/wandb/pull/4701
• fix(artifacts): add write permissions to copied artifacts by @moredatarequired in https://github.com/wandb/wandb/pull/4641
• fix(sweeps): improve queue argument parsing in sweep cli command by @gtarpenning in https://github.com/wandb/wandb/pull/4941
• fix(sdk): when in disable mode don't spin up service by @kptkin in https://github.com/wandb/wandb/pull/4817
• fix(launch): fix support for docker images with user specified entrypoint in local container by @KyleGoyette in https://github.com/wandb/wandb/pull/4887
• fix(artifacts): API - ArtifactFiles no longer errors when accessing an item by @vwrj in https://github.com/wandb/wandb/pull/4896
• fix(sweeps): verify job exists before starting the sweeps scheduler by @gtarpenning in https://github.com/wandb/wandb/pull/4943
• fix(sdk): handle system metrics requiring extra setup and teardown steps by @dmitryduev in https://github.com/wandb/wandb/pull/4964
• fix(sdk): fix a typo in CONTRIBUTING.md by @fdsig in https://github.com/wandb/wandb/pull/4984
• fix(sdk): correctly detect notebook name and fix code saving in Colab by @dmitryduev in https://github.com/wandb/wandb/pull/4987
• fix(artifacts): allow up to max_artifacts (fix off by 1 error) by @moredatarequired in https://github.com/wandb/wandb/pull/4991
• fix(sdk): exercise extra caution when starting asset monitoring threads by @dmitryduev in https://github.com/wandb/wandb/pull/5007
• fix(sdk): fix bug where boto3 dependency crashes on import when downl… by @fdsig in https://github.com/wandb/wandb/pull/5018
• fix(sweeps): verify num_workers cli arg is valid and default to 8 if not by @gtarpenning in https://github.com/wandb/wandb/pull/5025
• fix(artifacts): fix the file reference added to the verification artifact by @moredatarequired in https://github.com/wandb/wandb/pull/4858
• fix(launch): special handling for sweeps scheduler in agent by @gtarpenning in https://github.com/wandb/wandb/pull/4961
• fix(artifacts): only re-download or overwrite files when there are changes by @moredatarequired in https://github.com/wandb/wandb/pull/5056
• fix(sdk): avoid introspection in offline mode by @kptkin in https://github.com/wandb/wandb/pull/5002
• fix(sdk): topological ordering of wandb.Settings by @dmitryduev in https://github.com/wandb/wandb/pull/4022
• fix(sdk): avoid lazy loading for tensorboard patching by @kptkin in https://github.com/wandb/wandb/pull/5079

📚 Docs

• docs(cli): formatted wandb.apis.public.Run.history docstring by @ngrayluna in https://github.com/wandb/wandb/pull/4973
• docs(sdk): update references to test file locations in documentation by @moredatarequired in https://github.com/wandb/wandb/pull/4875
• docs(sdk): fix docstrings to enable project-wide pydocstyle checks by @moredatarequired in https://github.com/wandb/wandb/pull/5036
• docs(sdk): fix missed docstring lint errors reported by ruff by @moredatarequired in https://github.com/wandb/wandb/pull/5047
• docs(sdk): update links for new docs by @laxels in https://github.com/wandb/wandb/pull/4894
• docs(artifacts): raise ArtifactFinalizedError instead of ValueError by @moredatarequired in https://github.com/wandb/wandb/pull/5061

💅 Cleanup

• style(sdk): fix bugbear B028 add stacklevel by @kptkin in https://github.com/wandb/wandb/pull/4960
• style(launch): move launch errors closer to the code by @kptkin in https://github.com/wandb/wandb/pull/4995
• style(sdk): move mailbox error closer to the code by @kptkin in https://github.com/wandb/wandb/pull/4997
• style(sdk): add unsupported error type by @kptkin in https://github.com/wandb/wandb/pull/4999
• style(sdk): add support for the ruff linter by @moredatarequired in https://github.com/wandb/wandb/pull/4945
• refactor(sweeps): cosmetic changes for readability by @gtarpenning in https://github.com/wandb/wandb/pull/5021
• refactor(launch): introduce environment and registry abstract classes by @bcsherma in https://github.com/wandb/wandb/pull/4916
• style(launch): fix unused union type in launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/5041
• refactor(artifacts): remove the artifact from the manifest by @moredatarequired in https://github.com/wandb/wandb/pull/5049
• style(artifacts): enable typechecking for interface.artifacts and add type hints / casts by @moredatarequired in https://github.com/wandb/wandb/pull/5052
• style(sdk): type-annotate wandb_setup.py by @dmitryduev in https://github.com/wandb/wandb/pull/4824
• style(sdk): remove unused #noqa directives by @moredatarequired in https://github.com/wandb/wandb/pull/5058
• chore(sdk): disable sentry tracking when testing by @kptkin in https://github.com/wandb/wandb/pull/5019

New Contributors

• @fdsig made their first contribution in https://github.com/wandb/wandb/pull/4984
• @mrb113 made their first contribution in https://github.com/wandb/wandb/pull/4967
• @parambharat made their first contribution in https://github.com/wandb/wandb/pull/5037

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.10...v0.13.11

What's Changed

🪄 Enhancements

• perf(artifacts): reuse session for file upload requests by @speezepearson in https://github.com/wandb/wandb/pull/4708
• feat(artifacts): expose aliases list endpoint for artifact collections by @ibindlish in https://github.com/wandb/wandb/pull/4809
• feat(launch): include the username of the run's author in the environment variables by @TimH98 in https://github.com/wandb/wandb/pull/4851
• feat(launch): add support for local-container resource args by @KyleGoyette in https://github.com/wandb/wandb/pull/4846
• feat(sdk): add the ability to append to a run with wandb sync --append by @raubitsj in https://github.com/wandb/wandb/pull/4848
• feat(launch): add an escape hatch (disable_job_creation) to disable automatic job creation by @KyleGoyette in https://github.com/wandb/wandb/pull/4901

🔨 Fixes

• fix(launch): remove underscores from generated job name in kubernetes runner by @TimH98 in https://github.com/wandb/wandb/pull/4752
• fix(sweeps): sweep command args can once again be int type by @gtarpenning in https://github.com/wandb/wandb/pull/4728
• fix(artifacts): ensure prepared artifacts have the latest alias by @moredatarequired in https://github.com/wandb/wandb/pull/4828
• fix(artifacts): catch FileNotFoundError and PermissionError during cache.cleanup() by @moredatarequired in https://github.com/wandb/wandb/pull/4868
• fix(sdk): fix order of python executable resolves by @kptkin in https://github.com/wandb/wandb/pull/4839
• fix(sdk): fix console handling when forking and setting stdout==stderr by @raubitsj in https://github.com/wandb/wandb/pull/4877
• fix(launch): Fix issue where job artifacts are being logged without latest alias by @KyleGoyette in https://github.com/wandb/wandb/pull/4884
• fix(launch): Ensure job names do not exceed maximum allowable for artifacts by @KyleGoyette in https://github.com/wandb/wandb/pull/4889

📚 Docs

• docs(sdk): fix broken reference link to W&B Settings page in Sweeps by @ngrayluna in https://github.com/wandb/wandb/pull/4820
• docs(sdk): Docodoile autogen docs by @ngrayluna in https://github.com/wandb/wandb/pull/4734

⚙️ Dev

• test(artifacts): ensure manifest version is verified by @moredatarequired in https://github.com/wandb/wandb/pull/4691
• test(sdk): add tests for custom SSL certs and disabling SSL by @speezepearson in https://github.com/wandb/wandb/pull/4692
• test(sdk): fix nightly docker builds by @dmitryduev in https://github.com/wandb/wandb/pull/4787
• chore(sdk): dont create universal py2/py3 package by @raubitsj in https://github.com/wandb/wandb/pull/4797
• chore(sdk): fix flake8-bugbear B028 and ignore B017 by @kptkin in https://github.com/wandb/wandb/pull/4799
• test(sdk): fix gcloud sdk version requested in nightly tests by @dmitryduev in https://github.com/wandb/wandb/pull/4802
• chore(artifacts): remove unused parameters in StorageHandler.load_{path,file,reference} by @moredatarequired in https://github.com/wandb/wandb/pull/4678
• chore(sdk): split unit tests to system tests and proper unit tests by @kptkin in https://github.com/wandb/wandb/pull/4811
• test(sdk): address fixture server move from port 9010 to 9015 in local-testcontainer by @dmitryduev in https://github.com/wandb/wandb/pull/4814
• chore(sdk): add aliases to ac query response by @ibindlish in https://github.com/wandb/wandb/pull/4813
• test(sdk): run regression suite nightly by @dmitryduev in https://github.com/wandb/wandb/pull/4788
• test(sdk): fix broken lightning test by @kptkin in https://github.com/wandb/wandb/pull/4823
• chore(sdk): enable type checking for wandb_init.py by @dmitryduev in https://github.com/wandb/wandb/pull/4784
• chore(launch): deprecate defaulting to default queue in launch-agent command by @gtarpenning in https://github.com/wandb/wandb/pull/4801
• test(launch): add unit test for kubernetes runner with annotations by @TimH98 in https://github.com/wandb/wandb/pull/4800
• test(integrations): fix train_gpu_ddp test by @dmitryduev in https://github.com/wandb/wandb/pull/4831
• chore(sdk): fix docker testimage to pull amd64 version by @raubitsj in https://github.com/wandb/wandb/pull/4838
• chore(sdk): fix codeowners after test restructure by @raubitsj in https://github.com/wandb/wandb/pull/4843
• test(sdk): fix md5 test failures on Windows by @moredatarequired in https://github.com/wandb/wandb/pull/4840
• chore(sdk): split out relay server so it can be shared with yea-wandb by @raubitsj in https://github.com/wandb/wandb/pull/4837
• chore(sdk): fix a flake8 complaint in a test by @speezepearson in https://github.com/wandb/wandb/pull/4806
• test(integrations): fix several import tests by @dmitryduev in https://github.com/wandb/wandb/pull/4849
• test(sdk): don't use symlinks for SSL test assets, because Windows by @speezepearson in https://github.com/wandb/wandb/pull/4847
• test(sdk): add unit tests for filesync.Stats by @speezepearson in https://github.com/wandb/wandb/pull/4855
• chore(sdk): add async retry logic by @speezepearson in https://github.com/wandb/wandb/pull/4738
• test(artifacts): strengthen tests for ArtifactSaver, StepUpload by @speezepearson in https://github.com/wandb/wandb/pull/4808
• chore(launch): Agent logs full stack trace when catching exception by @TimH98 in https://github.com/wandb/wandb/pull/4861
• chore(sdk): swallow warning printed by neuron-ls by @dmitryduev in https://github.com/wandb/wandb/pull/4835
• build(sdk): pin pip and tox in development environments by @moredatarequired in https://github.com/wandb/wandb/pull/4871

💅 Cleanup

• refactor(sdk): strengthen StepUpload tests; make exception-handling more thorough in upload/commit by @speezepearson in https://github.com/wandb/wandb/pull/4677
• refactor(artifacts): refactor Artifact query to fetch entity and project by @vwrj in https://github.com/wandb/wandb/pull/4775
• refactor(sdk): replace more communicate calls with deliver by @raubitsj in https://github.com/wandb/wandb/pull/4841
• refactor(artifacts): internally use Future to communicate success/failure of commit, not threading.Event by @speezepearson in https://github.com/wandb/wandb/pull/4859
• refactor(sdk): use stdlib ThreadPoolExecutor in StepUpload instead of managing our own by @speezepearson in https://github.com/wandb/wandb/pull/4860

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.9...v0.13.10

What's Changed

🔨 Fixes

• fix(sdk): exercise extra caution when checking if AWS Trainium is available in the system by @dmitryduev in https://github.com/wandb/wandb/pull/4769
• fix(sdk): restore 'util.generate_id' for legacy / user code by @moredatarequired in https://github.com/wandb/wandb/pull/4776
• fix(sdk): replace release with abandon when releasing mailbox handle during init by @kptkin in https://github.com/wandb/wandb/pull/4766

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.8...v0.13.9