Wandb

:magic_wand: 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

:hammer: 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 enqueuing 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

:books: 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

:nail_care: 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

:magic_wand: 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

:hammer: 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 kubernetes 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

:books: 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 launch job describe description. by ngrayluna in https://github.com/wandb/wandb/pull/6193

:nail_care: 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

: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