Wandb

:magic_wand: 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

:hammer: 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

:magic_wand: 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

:hammer: 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

:books: 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

:nail_care: 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

:hammer: 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

:magic_wand: 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

:hammer: 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

:books: Docs

- docs(sdk): Add introspection section to CONTRIBUTING.md by nickpenaranda in https://github.com/wandb/wandb/pull/5887

:nail_care: Cleanup

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

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

:magic_wand: 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

:hammer: 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

:books: 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

:magic_wand: 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

:hammer: 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

:books: 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