Wandb

:hammer: 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

:magic_wand: 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

:hammer: 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

:books: 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

:nail_care: 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

:magic_wand: 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

:hammer: 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

:magic_wand: 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

:hammer: 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

:books: 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

:nail_care: 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

:magic_wand: 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

:hammer: 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

:books: 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

:gear: 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

:nail_care: 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

:hammer: 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