wandb

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

What's Changed

🪄 Enhancements

• feat(artifacts): keep uncommitted uploads in separate staging area by @moredatarequired in https://github.com/wandb/wandb/pull/4505
• perf(sdk): improve file descriptor management by @dmitryduev in https://github.com/wandb/wandb/pull/4617
• feat(launch): default to using model-registry project for agent and launch_add by @KyleGoyette in https://github.com/wandb/wandb/pull/4613
• feat(sdk): add exist_ok=False to file.download() by @janosh in https://github.com/wandb/wandb/pull/4564
• feat(launch): auto create job artifacts from runs with required ingredients by @KyleGoyette in https://github.com/wandb/wandb/pull/4660
• feat(sdk): add generalized response injection pattern for tests by @kptkin in https://github.com/wandb/wandb/pull/4729
• perf(sdk): replace multiprocessing.Queue's with queue.Queue's by @dmitryduev in https://github.com/wandb/wandb/pull/4672
• feat(sdk): use transaction log to cap memory usage by @raubitsj in https://github.com/wandb/wandb/pull/4724
• feat(integrations): support system metrics for AWS Trainium by @dmitryduev in https://github.com/wandb/wandb/pull/4671

🔨 Fixes

• fix(sdk): correct the type hint for wandb.run by @edwag in https://github.com/wandb/wandb/pull/4585
• fix(sdk): resume collecting system metrics on object restart by @dmitryduev in https://github.com/wandb/wandb/pull/4572
• fix(launch): fix env handling and node_selector handling by @KyleGoyette in https://github.com/wandb/wandb/pull/4555
• fix(public-api): fix Job.call() using the wrong keyword (queue vs queue_name) when calling launch_add. by @TimH98 in https://github.com/wandb/wandb/pull/4625
• fix(sweeps): sweeps schedulers handles multi word parameters by @gtarpenning in https://github.com/wandb/wandb/pull/4640
• fix(launch): allow spaces in requirements file, remove duplicate wandb bootstrap file by @TimH98 in https://github.com/wandb/wandb/pull/4647
• fix(artifacts): correctly handle url-encoded local file references. by @moredatarequired in https://github.com/wandb/wandb/pull/4665
• fix(artifacts): get digest directly instead of from the manifests' manifest by @moredatarequired in https://github.com/wandb/wandb/pull/4681
• fix(artifacts): artifact.version should be the version index from the associated collection by @vwrj in https://github.com/wandb/wandb/pull/4486
• fix(sdk): remove duplicate generate_id functions, replace shortuuid with secrets by @moredatarequired in https://github.com/wandb/wandb/pull/4676
• fix(integrations): fix type check for jax.Array introduced in jax==0.4.1 by @dmitryduev in https://github.com/wandb/wandb/pull/4718
• fix(sdk): fix hang after failed wandb.init (add cancel) by @raubitsj in https://github.com/wandb/wandb/pull/4405
• fix(sdk): allow users to provide path to custom executables by @kptkin in https://github.com/wandb/wandb/pull/4604
• fix(sdk): fix TypeError when trying to slice a Paginator object by @janosh in https://github.com/wandb/wandb/pull/4575
• fix(integrations): add AttributeError to the list of handled exceptions when saving a keras model by @froody in https://github.com/wandb/wandb/pull/4732
• fix(launch): remove args from jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/4750

📚 Docs

• docs(sweeps): fix typo in docs by @gtarpenning in https://github.com/wandb/wandb/pull/4627
• docs(sdk): fix typo in docstring for data_types.Objects3D by @ngrayluna in https://github.com/wandb/wandb/pull/4543
• docs(sdk): remove less than, greater than characters from dosctrings… by @ngrayluna in https://github.com/wandb/wandb/pull/4687
• docs(sdk): update SECURITY.md by @dmitryduev in https://github.com/wandb/wandb/pull/4616
• docs(sdk): Update README.md by @ngrayluna in https://github.com/wandb/wandb/pull/4468

⚙️ Dev

• test(sdk): update t2_fix_error_cond_feature_importances to install scikit-learn by @dmitryduev in https://github.com/wandb/wandb/pull/4573
• chore(sdk): update base Docker images for nightly testing by @dmitryduev in https://github.com/wandb/wandb/pull/4566
• chore(sdk): change sklearn to scikit-learn in functional sacred test by @dmitryduev in https://github.com/wandb/wandb/pull/4577
• chore(launch): add error check for --build when resource=local-process by @gtarpenning in https://github.com/wandb/wandb/pull/4513
• chore(sweeps): update scheduler and agent resource handling to allow DRC override by @gtarpenning in https://github.com/wandb/wandb/pull/4480
• chore(sdk): require sdk-team review for adding or removing high-level… by @dmitryduev in https://github.com/wandb/wandb/pull/4594
• chore(launch): remove requirement to make target project match queue by @KyleGoyette in https://github.com/wandb/wandb/pull/4612
• chore(sdk): enhance nightly cloud testing process by @dmitryduev in https://github.com/wandb/wandb/pull/4602
• chore(sdk): update pull request template by @raubitsj in https://github.com/wandb/wandb/pull/4633
• chore(launch): return updated runSpec after pushToRunQueue query by @gtarpenning in https://github.com/wandb/wandb/pull/4516
• chore(launch): fix for run spec handling in sdk by @gtarpenning in https://github.com/wandb/wandb/pull/4636
• chore(sdk): remove test dependency on old fastparquet package by @raubitsj in https://github.com/wandb/wandb/pull/4656
• test(artifacts): fix dtype np.float (does not exist), set to python float by @moredatarequired in https://github.com/wandb/wandb/pull/4661
• chore(sdk): correct 'exclude' to 'ignore-paths' in .pylintrc by @moredatarequired in https://github.com/wandb/wandb/pull/4659
• chore(sdk): use pytest tmp_path so we can inspect failures by @raubitsj in https://github.com/wandb/wandb/pull/4664
• chore(launch): reset build command after building by @gtarpenning in https://github.com/wandb/wandb/pull/4626
• ci(sdk): rerun flaking tests in CI with pytest-rerunfailures by @dmitryduev in https://github.com/wandb/wandb/pull/4430
• chore(sdk): remove dead code from filesync logic by @speezepearson in https://github.com/wandb/wandb/pull/4638
• chore(sdk): remove unused fields from a filesync message by @speezepearson in https://github.com/wandb/wandb/pull/4662
• chore(sdk): refactor retry logic to use globals instead of dependency-injecting them by @speezepearson in https://github.com/wandb/wandb/pull/4588
• test(sdk): add unit tests for filesync.StepUpload by @speezepearson in https://github.com/wandb/wandb/pull/4652
• test(sdk): add tests for Api.upload_file_retry by @speezepearson in https://github.com/wandb/wandb/pull/4639
• chore(launch): remove fallback resource when not specified for a queue by @gtarpenning in https://github.com/wandb/wandb/pull/4637
• test(artifacts): improve storage handler test coverage by @moredatarequired in https://github.com/wandb/wandb/pull/4674
• test(integrations): fix import tests by @dmitryduev in https://github.com/wandb/wandb/pull/4690
• chore(sdk): make MetricsMonitor less verbose on errors by @dmitryduev in https://github.com/wandb/wandb/pull/4618
• test(sdk): address fixture server move from port 9003 to 9010 in local-testcontainer by @dmitryduev in https://github.com/wandb/wandb/pull/4716
• chore(sdk): vendor promise==2.3.0 to unequivocally rm six dependency by @dmitryduev in https://github.com/wandb/wandb/pull/4622
• chore(artifacts): allow setting artifact cache dir in wandb.init(...) by @dmitryduev in https://github.com/wandb/wandb/pull/3644
• test(sdk): temporary lower network buffer for testing by @raubitsj in https://github.com/wandb/wandb/pull/4737
• chore(sdk): add telemetry if the user running in pex environment by @kptkin in https://github.com/wandb/wandb/pull/4747
• chore(sdk): add more flow control telemetry by @raubitsj in https://github.com/wandb/wandb/pull/4739
• chore(sdk): add settings and debug for service startup issues (wait_for_ports) by @raubitsj in https://github.com/wandb/wandb/pull/4749
• test(sdk): fix AWS Trainium test by @dmitryduev in https://github.com/wandb/wandb/pull/4753
• chore(sdk): fix status checker thread issue when user process exits without finish() by @raubitsj in https://github.com/wandb/wandb/pull/4761
• chore(sdk): add telemetry for service disabled usage by @kptkin in https://github.com/wandb/wandb/pull/4762

💅 Cleanup

• style(sdk): use the same syntax whenever raising exceptions by @moredatarequired in https://github.com/wandb/wandb/pull/4559
• refactor(sdk): combine _safe_mkdirs with mkdir_exist_ok by @moredatarequired in https://github.com/wandb/wandb/pull/4650
• refactor(artifacts): use a pytest fixture for the artifact cache by @moredatarequired in https://github.com/wandb/wandb/pull/4648
• refactor(artifacts): use ArtifactEntry directly instead of subclassing by @moredatarequired in https://github.com/wandb/wandb/pull/4649
• refactor(artifacts): consolidate hash utilities into lib.hashutil by @moredatarequired in https://github.com/wandb/wandb/pull/4525
• style(public-api): format public file with proper formating by @kptkin in https://github.com/wandb/wandb/pull/4697
• chore(sdk): install tox into proper env in dev env setup tool by @dmitryduev in https://github.com/wandb/wandb/pull/4318
• refactor(sdk): clean up the init and run logic by @kptkin in https://github.com/wandb/wandb/pull/4730

New Contributors

• @edwag made their first contribution in https://github.com/wandb/wandb/pull/4585
• @TimH98 made their first contribution in https://github.com/wandb/wandb/pull/4625
• @froody made their first contribution in https://github.com/wandb/wandb/pull/4732

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.7...v0.13.8

What's Changed

🔨 Fixes

• revert(artifacts): revert Circular reference detected change to resolve Object of type Tensor is not JSON serializable by @raubitsj in https://github.com/wandb/wandb/pull/4629

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.6...v0.13.7

What's Changed

🪄 Enhancements

• feat(sweeps): add Sweep.expected_run_count to public Api by @gtarpenning in https://github.com/wandb/wandb/pull/4434
• feat(launch): support volume mounts and security contexts in kubernetes runner by @KyleGoyette in https://github.com/wandb/wandb/pull/4475
• feat(launch): add a new --build flag for building and then pushing the image to a queue by @gtarpenning in https://github.com/wandb/wandb/pull/4061
• feat(integrations): add ability to log learning rate using WandbMetricsLogger by @soumik12345 in https://github.com/wandb/wandb/pull/4391
• feat(sdk): improve Report API in preparation for GA by @andrewtruong in https://github.com/wandb/wandb/pull/4499

🔨 Fixes

• fix(artifacts): add filter for artifact_version to only retrieve committed artifacts by @estellazx in https://github.com/wandb/wandb/pull/4401
• fix(cli): deflake wandb verify by @vanpelt in https://github.com/wandb/wandb/pull/4438
• fix(launch): fix the type of the override args passed through to a LaunchProject from a Job by @KyleGoyette in https://github.com/wandb/wandb/pull/4416
• fix(launch): remove extra colon from log prefix by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4450
• fix(sdk): add support for service running in a pex based environment by @kptkin in https://github.com/wandb/wandb/pull/4440
• fix(sdk): fix probing static IPU info by @dmitryduev in https://github.com/wandb/wandb/pull/4464
• fix(public-api): change artifactSequence to artifactCollection in public GQL requests by @tssweeney in https://github.com/wandb/wandb/pull/4531
• fix(integrations): fix TF compatibility issues with WandbModelCheckpoint by @soumik12345 in https://github.com/wandb/wandb/pull/4432
• fix(integrations): make Keras WandbCallback compatible with TF version >= 2.11.0 by @ayulockin in https://github.com/wandb/wandb/pull/4533
• fix(integrations): update gym integration to match last version by @younik in https://github.com/wandb/wandb/pull/4571
• fix(sdk): harden internal thread management in SystemMetrics by @dmitryduev in https://github.com/wandb/wandb/pull/4439

📚 Docs

• docs(sdk): remove non-existent argument table_key from plot_table() doc string by @janosh in https://github.com/wandb/wandb/pull/4495
• docs(artifacts): correct parameter name in docstring example by @ngrayluna in https://github.com/wandb/wandb/pull/4528

⚙️ Dev

• chore(launch): improved git fetch time by specifying a refspec and depth=1 by @gtarpenning in https://github.com/wandb/wandb/pull/4459
• chore(sdk): fix linguist rule to ignore grpc generated files by @raubitsj in https://github.com/wandb/wandb/pull/4470
• chore(launch): new shard for launch tests by @gtarpenning in https://github.com/wandb/wandb/pull/4427
• chore(public-api): upgrade Node 12 based GitHub Actions by @moredatarequired in https://github.com/wandb/wandb/pull/4506
• test(artifacts): skip flaky artifact_metadata_save test by @speezepearson in https://github.com/wandb/wandb/pull/4463
• test(artifacts): replace sleeps with flush when waiting on a file to write by @moredatarequired in https://github.com/wandb/wandb/pull/4523
• test(artifacts): use tmp_path fixture instead of writing local files during tests by @moredatarequired in https://github.com/wandb/wandb/pull/4521
• chore(launch): fix broken queue test by @gtarpenning in https://github.com/wandb/wandb/pull/4548
• test(artifacts): skip instead of xfail for test test_artifact_metadata_save by @speezepearson in https://github.com/wandb/wandb/pull/4550
• test(sdk): add many tests for InternalApi.upload_file by @speezepearson in https://github.com/wandb/wandb/pull/4539
• chore(artifacts): add artifact Sequence fallback for older servers by @tssweeney in https://github.com/wandb/wandb/pull/4565
• test(sdk): make protobuf version requirements more granular by @dmitryduev in https://github.com/wandb/wandb/pull/4479

💅 Cleanup

• fix(artifacts): when committing artifacts, don't retry 409 Conflict errors by @speezepearson in https://github.com/wandb/wandb/pull/4260
• refactor(artifacts): add programmatic alias addition/removal from SDK on artifacts by @vwrj in https://github.com/wandb/wandb/pull/4429
• fix(integrations): remove wandb.sklearn.plot_decision_boundaries that contains dead logic by @kptkin in https://github.com/wandb/wandb/pull/4348
• chore(sdk): adds an option to force pull the latest version of a test dev-container image by @kptkin in https://github.com/wandb/wandb/pull/4352
• feat(launch): noop builder by @KyleGoyette in https://github.com/wandb/wandb/pull/4275
• refactor(launch): remove unused attribute by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4497
• style(sdk): update mypy to 0.991 by @dmitryduev in https://github.com/wandb/wandb/pull/4546
• refactor(launch): add more robust uri parsing by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4498
• style(sdk): turn on linting for internal_api.py by @speezepearson in https://github.com/wandb/wandb/pull/4545
• build(sdk): remove dependency on six by modifying vendored libs by @dmitryduev in https://github.com/wandb/wandb/pull/4280

New Contributors

• @moredatarequired made their first contribution in https://github.com/wandb/wandb/pull/4508
• @soumik12345 made their first contribution in https://github.com/wandb/wandb/pull/4391
• @younik made their first contribution in https://github.com/wandb/wandb/pull/4571

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.5...v0.13.6

What's Changed

🪄 Enhancements

• feat(artifacts): add an option to upload image references by @estellazx in https://github.com/wandb/wandb/pull/4303

🔨 Fixes

• fix(launch): generate more readable image names by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4379
• fix(artifacts): use hash(etag+url) instead of just etag, as key, in artifacts cache by @speezepearson in https://github.com/wandb/wandb/pull/4371
• fix(artifacts): wait for artifact to commit before telling the user it's ready when using wandb artifact put by @speezepearson in https://github.com/wandb/wandb/pull/4381
• fix(sdk): prefix vendor watchdog library by @raubitsj in https://github.com/wandb/wandb/pull/4389
• fix(artifacts): fix Circular reference detected error, when updating metadata with numpy array longer than 32 elements by @estellazx in https://github.com/wandb/wandb/pull/4221
• fix(integrations): add a random string to run_id on SageMaker not to break DDP mode by @dmitryduev in https://github.com/wandb/wandb/pull/4276

⚙️ Dev

• ci(sdk): make sure we dont shutdown test cluster before grabbing results by @raubitsj in https://github.com/wandb/wandb/pull/4361
• test(artifacts): add standalone artifact test to nightly cpu suite by @raubitsj in https://github.com/wandb/wandb/pull/4360
• chore(sdk): rename default branch to main by @raubitsj in https://github.com/wandb/wandb/pull/4374
• build(sdk): update mypy extension for protobuf type checking by @dmitryduev in https://github.com/wandb/wandb/pull/4392
• chore(sdk): update codeql-analysis.yml branch name by @zythosec in https://github.com/wandb/wandb/pull/4393
• ci(sdk): move functional import tests to nightly and expand python version coverage by @dmitryduev in https://github.com/wandb/wandb/pull/4395
• ci(sdk): add Slack notification for failed nightly import tests by @dmitryduev in https://github.com/wandb/wandb/pull/4403
• test(cli): fix broken CLI tests that attempt uploading non-existent artifacts by @dmitryduev in https://github.com/wandb/wandb/pull/4426

💅 Cleanup

• fix(launch): job creation through use_artifact instead of log_artifact by @KyleGoyette in https://github.com/wandb/wandb/pull/4337
• ci(sdk): add a GH action to automate parts of the release process by @dmitryduev in https://github.com/wandb/wandb/pull/4355
• fix(media): 3D Point Clouds now viewable in UI in all situations by @ssisk in https://github.com/wandb/wandb/pull/4353
• fix(launch): Git URLs were failing if fsmonitor is enabled by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4333
• style(sdk): ignore new proto generated file directories by @raubitsj in https://github.com/wandb/wandb/pull/4354
• chore(launch): fix a bug preventing Run Queue deletion in the SDK by @gtarpenning in https://github.com/wandb/wandb/pull/4321
• chore(launch): add support for pushToRunQueueByName mutation by @gtarpenning in https://github.com/wandb/wandb/pull/4292
• refactor(sdk): refactor system metrics monitoring and probing by @dmitryduev in https://github.com/wandb/wandb/pull/4213
• style(sdk): fix gitattribute for protobuf generated files by @raubitsj in https://github.com/wandb/wandb/pull/4400

New Contributors

• @ssisk made their first contribution in https://github.com/wandb/wandb/pull/4353

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.4...v0.13.5

What's Changed

🪄 Enhancements

• feat(launch): show entity and project in k8s job names by @KyleGoyette in https://github.com/wandb/wandb/pull/4216
• feat(sweeps): add environment variable sweep command macro by @hu-po in https://github.com/wandb/wandb/pull/4200
• feat(media): add from_* constructors and scene camera and bounding box confidence scores to Object3D data type by @dmitryduev in https://github.com/wandb/wandb/pull/4319
• feat(artifacts): add simple progress indicator for artifact downloads by @speezepearson in https://github.com/wandb/wandb/pull/4255
• feat(integrations): add WandbMetricsLogger callback - a Keras dedicated metrics logger callback by @ayulockin in https://github.com/wandb/wandb/pull/4244
• feat(integrations): add WandbModelCheckpoint callback - a Keras model checkpointing callback by @ayulockin in https://github.com/wandb/wandb/pull/4245
• feat(integrations): add WandbEvalCallback callback - a Keras callback for logging model predictions as W&B tables by @ayulockin in https://github.com/wandb/wandb/pull/4302

🔨 Fixes

• fix(launch): cast agent's config max_jobs attribute to integer by @KyleGoyette in https://github.com/wandb/wandb/pull/4262
• fix(cli): correct the displayed path to the debug-cli.log (debug log) by @jamie-rasmussen in https://github.com/wandb/wandb/pull/4271
• fix(artifacts): catch retry-able request timeout when uploading artifacts to AWS by @nickpenaranda in https://github.com/wandb/wandb/pull/4304
• fix(sdk): improve user feedback for long running calls: summary, finish by @raubitsj in https://github.com/wandb/wandb/pull/4169
• fix(integrations): fix RuntimeError when using keras.WandbCallback with tf.MirroredStrategy by @ayulockin in https://github.com/wandb/wandb/pull/4310

⚙️ Dev

• ci(sdk): add code analysis/scanning with codeql by @dmitryduev in https://github.com/wandb/wandb/pull/4250
• ci(sdk): validate PR titles to ensure compliance with Conventional Commits guidelines by @dmitryduev in https://github.com/wandb/wandb/pull/4268
• chore(launch): harden launch by pining the build versions of kaniko and launch-agent-dev by @KyleGoyette in https://github.com/wandb/wandb/pull/4194
• test(sdk): add telemetry for the mmengine package by @manangoel99 in https://github.com/wandb/wandb/pull/4273
• chore(sdk): add the build type to our conventional commits setup by @dmitryduev in https://github.com/wandb/wandb/pull/4282
• test(sdk): add tensorflow_datasets requirement to imports12 shard by @dmitryduev in https://github.com/wandb/wandb/pull/4316
• test(integrations): fix sb3 test by pinning upstream requirement by @dmitryduev in https://github.com/wandb/wandb/pull/4346
• build(sdk): make the SDK compatible with protobuf v4 by @dmitryduev in https://github.com/wandb/wandb/pull/4279
• chore(sdk): fix flake8 output coloring by @dmitryduev in https://github.com/wandb/wandb/pull/4347
• test(artifacts): fix artifact reference test asset directory by @raubitsj in https://github.com/wandb/wandb/pull/4350

💅 Cleanup

• style(sdk): fix type hint for filters argument in public_api.runs by @epwalsh in https://github.com/wandb/wandb/pull/4256
• style(artifacts): improve type annotations around artifact-file-creation by @speezepearson in https://github.com/wandb/wandb/pull/4259
• style(sdk): improve type annotations and VSCode config for public API by @speezepearson in https://github.com/wandb/wandb/pull/4252
• style(sdk): make type annotations more easily navigable in VSCode by @speezepearson in https://github.com/wandb/wandb/pull/4005
• style(artifacts): introduce str NewTypes and use them for various Artifact fields by @speezepearson in https://github.com/wandb/wandb/pull/4326
• style(artifacts): add type annotations to get better IDE hints for boto3 usage by @speezepearson in https://github.com/wandb/wandb/pull/4338

New Contributors

• @epwalsh made their first contribution in https://github.com/wandb/wandb/pull/4256
• @mjvanderboon made their first contribution in https://github.com/wandb/wandb/pull/4309
• @jamie-rasmussen made their first contribution in https://github.com/wandb/wandb/pull/4271
• @nickpenaranda made their first contribution in https://github.com/wandb/wandb/pull/4304

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.3...v0.13.4

0.13.3 (September 8, 2022)

💅 Enhancement

• Adds raytune examples / tests by @raubitsj in https://github.com/wandb/wandb/pull/4053
• Refactors pytest unit tests to run against real wandb server by @kptkin in https://github.com/wandb/wandb/pull/4066
• Adds Launch kubernetes support of taints and tolerations by @KyleGoyette in https://github.com/wandb/wandb/pull/4086
• Adds Sweeps on Launch on Kubernetes by @hu-po in https://github.com/wandb/wandb/pull/4035
• Adds parallelism to functional testing by @raubitsj in https://github.com/wandb/wandb/pull/4096
• Upgrades mypy to version 0.971 by @dmitryduev in https://github.com/wandb/wandb/pull/3952
• Adds Mailbox async internal process communication by @raubitsj in https://github.com/wandb/wandb/pull/3568
• Implements searching launch job in sweep config by @hu-po in https://github.com/wandb/wandb/pull/4120
• Improves performance when sending large messages by @raubitsj in https://github.com/wandb/wandb/pull/4119
• Vendors the latest nvidia-ml-py-11.515.48 by @dmitryduev in https://github.com/wandb/wandb/pull/4109
• Improves performance by increase recv size on service socket by @raubitsj in https://github.com/wandb/wandb/pull/4122
• Adds isort support with black profile by @kptkin in https://github.com/wandb/wandb/pull/4136
• Implements pushing test-results to CircleCI for nightly tests by @raubitsj in https://github.com/wandb/wandb/pull/4153
• Adds debug mode for pytest unit tests by @dmitryduev in https://github.com/wandb/wandb/pull/4145
• Adds support for arguments in Launch Jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/4129
• Adds FetchRunQueueItemById query by @gtarpenning in https://github.com/wandb/wandb/pull/4106
• Adds telemetry for keras-cv by @manangoel99 in https://github.com/wandb/wandb/pull/4196
• Adds sentry session tracking by @raubitsj in https://github.com/wandb/wandb/pull/4157
• Adds the ability to log artifact while linking to registered model by @ibindlish in https://github.com/wandb/wandb/pull/4233

🧹 Cleanup

• Breaks gradient and parameters hooks by @kptkin in https://github.com/wandb/wandb/pull/3509
• Adds explicit error message for double uri/docker-image by @gtarpenning in https://github.com/wandb/wandb/pull/4069
• Tests that the wandb_init fixture args are in sync with wandb.init() by @dmitryduev in https://github.com/wandb/wandb/pull/4079
• Upgrades the GKE cluster used for nightly tests to n1-standard-8 by @dmitryduev in https://github.com/wandb/wandb/pull/4065
• Moves service teardown to the end of tests by @kptkin in https://github.com/wandb/wandb/pull/4083
• Reduce the pytest job parallelism from 10 to 6 by @kptkin in https://github.com/wandb/wandb/pull/4085
• Removes service user doc by @kptkin in https://github.com/wandb/wandb/pull/4088
• Move _timestamp logic to the internal process by @kptkin in https://github.com/wandb/wandb/pull/4087
• Adds Launch gitversion error message by @gtarpenning in https://github.com/wandb/wandb/pull/4028
• Updates KFP machine VM image in CircleCI by @dmitryduev in https://github.com/wandb/wandb/pull/4094
• Upgrades sweeps to latest version by @hu-po in https://github.com/wandb/wandb/pull/4104
• Implements Sweep scheduler cleanup and better tests by @hu-po in https://github.com/wandb/wandb/pull/4100
• Adds a requirement for the sdk-team to approve API changes by @raubitsj in https://github.com/wandb/wandb/pull/4128
• Adds additional time for artifact commit by @raubitsj in https://github.com/wandb/wandb/pull/4133
• Implements tox configuration with dynamic resolution by @kptkin in https://github.com/wandb/wandb/pull/4138
• Removes buildx version pin for nightly builds by @dmitryduev in https://github.com/wandb/wandb/pull/4144
• Moves Launch run configs from entrypoint into params by @hu-po in https://github.com/wandb/wandb/pull/4164
• Removes Slack orb usage from Win job on CircleCI by @dmitryduev in https://github.com/wandb/wandb/pull/4171
• Adds heartbeat parsing for Launch run args using legacy agent by @hu-po in https://github.com/wandb/wandb/pull/4180
• Add better error handling when tearing down service by @kptkin in https://github.com/wandb/wandb/pull/4161
• Cleans up Launch job creation pipeline by @KyleGoyette in https://github.com/wandb/wandb/pull/4183
• Adds detail to error message when uploading an artifact with the wrong type by @speezepearson in https://github.com/wandb/wandb/pull/4184
• Adds optional timeout parameter to artifacts wait() by @estellazx in https://github.com/wandb/wandb/pull/4181
• Sanitizes numpy generics in keys by @raubitsj in https://github.com/wandb/wandb/pull/4146
• Removes reassignment of run function in public api by @martinabeleda in https://github.com/wandb/wandb/pull/4115
• Makes pulling sweeps optional when using public api to query for runs by @kptkin in https://github.com/wandb/wandb/pull/4186
• Updates ref docs for wandb.init to give more info on special characters by @scottire in https://github.com/wandb/wandb/pull/4191

🐛 Bug Fix

• Fixes Sweeps on Launch Jobs requirement by @hu-po in https://github.com/wandb/wandb/pull/3947
• Fixes Artifact metadata JSON-encoding to accept more types by @speezepearson in https://github.com/wandb/wandb/pull/4038
• Adjusts root_dir setting processing logic by @dmitryduev in https://github.com/wandb/wandb/pull/4049
• Prevents run.log() from mutating passed in arguments by @kptkin in https://github.com/wandb/wandb/pull/4058
• Fixes 05-batch5.py test by @dmitryduev in https://github.com/wandb/wandb/pull/4074
• Allows users to control the run_id through the launch spec by @gtarpenning in https://github.com/wandb/wandb/pull/4070
• Fixes accidental overwrite in config.yml by @dmitryduev in https://github.com/wandb/wandb/pull/4081
• Ensures propagating overridden base_url when initializing public API by @dmitryduev in https://github.com/wandb/wandb/pull/4026
• Fixes Sweeps on Launch CLI launch config, relpath by @hu-po in https://github.com/wandb/wandb/pull/4073
• Fixes broken Launch apikey error message by @gtarpenning in https://github.com/wandb/wandb/pull/4071
• Marks flakey sweeps test xfail by @hu-po in https://github.com/wandb/wandb/pull/4095
• Fixes Launch gitversion error message by @gtarpenning in https://github.com/wandb/wandb/pull/4103
• Fixes yea-wandb dev release -> release by @raubitsj in https://github.com/wandb/wandb/pull/4098
• Cleans up outstanding issues after the client->wandb rename by @kptkin in https://github.com/wandb/wandb/pull/4105
• Fixes test precision recall by @kptkin in https://github.com/wandb/wandb/pull/4108
• Fixes functional sklearn test by @raubitsj in https://github.com/wandb/wandb/pull/4107
• Fixes hang caused by keyboard interrupt on windows by @kptkin in https://github.com/wandb/wandb/pull/4116
• Fixes default test container tag by @kptkin in https://github.com/wandb/wandb/pull/4137
• Fixes summary handling in conftest.py by @dmitryduev in https://github.com/wandb/wandb/pull/4140
• Fixes some small typos in cli output by @lukas in https://github.com/wandb/wandb/pull/4126
• Fixes issue triggered by colab update by using default file and catching exceptions by @raubitsj in https://github.com/wandb/wandb/pull/4156
• Fixes mailbox locking issue by @raubitsj in https://github.com/wandb/wandb/pull/4214
• Fixes variable inclusion in log string by @klieret in https://github.com/wandb/wandb/pull/4219
• Corrects wandb.Artifacts.artifact.version attribute by @ngrayluna in https://github.com/wandb/wandb/pull/4199
• Fixes piping of docker args by Launch Agent by @KyleGoyette in https://github.com/wandb/wandb/pull/4215
• Fixes RecursionError when printing public API User object without email fetched by @speezepearson in https://github.com/wandb/wandb/pull/4193
• Fixes deserialization of numeric column names by @tssweeney in https://github.com/wandb/wandb/pull/4241

New Contributors

• @gtarpenning made their first contribution in https://github.com/wandb/wandb/pull/4069
• @estellazx made their first contribution in https://github.com/wandb/wandb/pull/4181
• @klieret made their first contribution in https://github.com/wandb/wandb/pull/4219
• @ngrayluna made their first contribution in https://github.com/wandb/wandb/pull/4199
• @martinabeleda made their first contribution in https://github.com/wandb/wandb/pull/4115
• @ibindlish made their first contribution in https://github.com/wandb/wandb/pull/4233
• @scottire made their first contribution in https://github.com/wandb/wandb/pull/4191

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.2...v0.13.3

0.13.2 (August 22, 2022)

🐛 Bug Fix

• Fix issue triggered by colab update by using default file and catching exceptions by @raubitsj in https://github.com/wandb/wandb/pull/4156

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.1...v0.13.2

0.13.1 (August 5, 2022)

🐛 Bug Fix

• Prevents run.log() from mutating passed in arguments by @kptkin in https://github.com/wandb/wandb/pull/4058

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.0...v0.13.1

0.13.0 (August 3, 2022)

💅 Enhancement

• Turns service on by default by @kptkin in https://github.com/wandb/wandb/pull/3895
• Adds support logic for handling server provided messages by @kptkin in https://github.com/wandb/wandb/pull/3706
• Allows runs to produce jobs on finish by @KyleGoyette in https://github.com/wandb/wandb/pull/3810
• Adds Job, QueuedRun and job handling in launch by @KyleGoyette in https://github.com/wandb/wandb/pull/3809
• Supports in launch agent of instance roles in ec2 and eks by @KyleGoyette in https://github.com/wandb/wandb/pull/3596
• Adds default behavior to the Keras Callback: always save model checkpoints as artifacts by @vwrj in https://github.com/wandb/wandb/pull/3909
• Sanitizes the artifact name in the KerasCallback for model artifact saving by @vwrj in https://github.com/wandb/wandb/pull/3927
• Improves console logging by moving emulator to the service process by @raubitsj in https://github.com/wandb/wandb/pull/3828
• Fixes data corruption issue when logging large sizes of data by @kptkin in https://github.com/wandb/wandb/pull/3920
• Adds the state to the Sweep repr in the Public API by @hu-po in https://github.com/wandb/wandb/pull/3948
• Adds an option to specify different root dir for git using settings or environment variables by @bcsherma in https://github.com/wandb/wandb/pull/3250
• Adds an option to pass remote url and commit hash as arguments to settings or as environment variables by @kptkin in https://github.com/wandb/wandb/pull/3934
• Improves time resolution for tracked metrics and for system metrics by @raubitsj in https://github.com/wandb/wandb/pull/3918
• Defaults to project name from the sweep config when project is not specified in the wandb.sweep() call by @hu-po in https://github.com/wandb/wandb/pull/3919
• Adds support to use namespace set user by the the launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/3950
• Adds telemetry to track when a run might be overwritten by @raubitsj in https://github.com/wandb/wandb/pull/3998
• Adds a tool to export wandb's history into sqlite by @raubitsj in https://github.com/wandb/wandb/pull/3999
• Replaces some Mapping[str, ...] types with NamedTuples by @speezepearson in https://github.com/wandb/wandb/pull/3996
• Adds import hook for run telemetry by @kptkin in https://github.com/wandb/wandb/pull/3988
• Implements profiling support for IPUs by @cameron-martin in https://github.com/wandb/wandb/pull/3897

🧹 Cleanup

• Adds an escape hatch logic to disable service by @kptkin in https://github.com/wandb/wandb/pull/3829
• Annotates wandb/docker and reverts change in the docker fixture by @dmitryduev in https://github.com/wandb/wandb/pull/3871
• Fixes GFLOPS to GFLOPs in the Keras WandbCallback by @ayulockin in https://github.com/wandb/wandb/pull/3913
• Adds type-annotate for file_stream.py by @dmitryduev in https://github.com/wandb/wandb/pull/3907
• Renames repository from client to wandb by @dmitryduev in https://github.com/wandb/wandb/pull/3977
• Updates documentation: adding --report_to wandb for HuggingFace Trainer by @ayulockin in https://github.com/wandb/wandb/pull/3959
• Makes aliases optional in link_artifact by @vwrj in https://github.com/wandb/wandb/pull/3986
• Renames wandb local to wandb server by @jsbroks in https://github.com/wandb/wandb/pull/3793
• Updates README badges by @raubitsj in https://github.com/wandb/wandb/pull/4023
• Improves wandb.init() error message by @raubitsj in https://github.com/wandb/wandb/pull/4030

🐛 Bug Fix

• Fixes sweep agent with service by @raubitsj in https://github.com/wandb/wandb/pull/3899
• Fixes an empty type equals invalid type and how artifact dictionaries are handled by @KyleGoyette in https://github.com/wandb/wandb/pull/3904
• Fixes wandb.Config object to support default values when getting an attribute by @farizrahman4u in https://github.com/wandb/wandb/pull/3820
• Removes default config from jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/3973
• Fixes an issue where patch is None by @KyleGoyette in https://github.com/wandb/wandb/pull/4003
• Fixes requirements.txt parsing in nightly SDK installation checks by @dmitryduev in https://github.com/wandb/wandb/pull/4012
• Fixes 409 Conflict handling when GraphQL requests timeout by @raubitsj in https://github.com/wandb/wandb/pull/4000
• Fixes service teardown handling if user process has been terminated by @raubitsj in https://github.com/wandb/wandb/pull/4024
• Adds storage_path and fixed artifact.files by @vanpelt in https://github.com/wandb/wandb/pull/3969
• Fixes performance issue syncing runs with a large number of media files by @vanpelt in https://github.com/wandb/wandb/pull/3941
• Bump version: → 0.13.1.dev1 by @raubitsj in https://github.com/wandb/wandb/pull/4025
• Adds _internal_proc initialization in Service by @dmitryduev in https://github.com/wandb/wandb/pull/4029

New Contributors

• @bcsherma made their first contribution in https://github.com/wandb/wandb/pull/3250
• @cameron-martin made their first contribution in https://github.com/wandb/wandb/pull/3897

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.21...v0.13.0

0.13.0rc6 (August 2, 2022)

💅 Enhancement

• Turns service on by default by @kptkin in https://github.com/wandb/wandb/pull/3895
• Adds support logic for handling server provided messages by @kptkin in https://github.com/wandb/wandb/pull/3706
• Allows runs to produce jobs on finish by @KyleGoyette in https://github.com/wandb/wandb/pull/3810
• Adds Job, QueuedRun and job handling in launch by @KyleGoyette in https://github.com/wandb/wandb/pull/3809
• Supports in launch agent of instance roles in ec2 and eks by @KyleGoyette in https://github.com/wandb/wandb/pull/3596
• Adds default behavior to the Keras Callback: always save model checkpoints as artifacts by @vwrj in https://github.com/wandb/wandb/pull/3909
• Sanitizes the artifact name in the KerasCallback for model artifact saving by @vwrj in https://github.com/wandb/wandb/pull/3927
• Improves console logging by moving emulator to the service process by @raubitsj in https://github.com/wandb/wandb/pull/3828
• Fixes data corruption issue when logging large sizes of data by @kptkin in https://github.com/wandb/wandb/pull/3920
• Adds the state to the Sweep repr in the Public API by @hu-po in https://github.com/wandb/wandb/pull/3948
• Adds an option to specify different root dir for git using settings or environment variables by @bcsherma in https://github.com/wandb/wandb/pull/3250
• Adds an option to pass remote url and commit hash as arguments to settings or as environment variables by @kptkin in https://github.com/wandb/wandb/pull/3934
• Improves time resolution for tracked metrics and for system metrics by @raubitsj in https://github.com/wandb/wandb/pull/3918
• Defaults to project name from the sweep config when project is not specified in the wandb.sweep() call by @hu-po in https://github.com/wandb/wandb/pull/3919
• Adds support to use namespace set user by the the launch agent by @KyleGoyette in https://github.com/wandb/wandb/pull/3950
• Ensures metadata passed to Artifact() is a legal dict by @speezepearson in https://github.com/wandb/wandb/pull/3975
• Adds telemetry to track when a run might be overwritten by @raubitsj in https://github.com/wandb/wandb/pull/3998
• Adds a tool to export wandb's history into sqlite by @raubitsj in https://github.com/wandb/wandb/pull/3999
• Replaces some Mapping[str, ...] types with NamedTuples by @speezepearson in https://github.com/wandb/wandb/pull/3996
• Adds import hook for run telemetry by @kptkin in https://github.com/wandb/wandb/pull/3988
• Implements profiling support for IPUs by @cameron-martin in https://github.com/wandb/wandb/pull/3897

🧹 Cleanup

• Adds an escape hatch logic to disable service by @kptkin in https://github.com/wandb/wandb/pull/3829
• Annotates wandb/docker and reverts change in the docker fixture by @dmitryduev in https://github.com/wandb/wandb/pull/3871
• Fixes GFLOPS to GFLOPs in the Keras WandbCallback by @ayulockin in https://github.com/wandb/wandb/pull/3913
• Adds type-annotate for file_stream.py by @dmitryduev in https://github.com/wandb/wandb/pull/3907
• Renames repository from client to wandb by @dmitryduev in https://github.com/wandb/wandb/pull/3977
• Updates documentation: adding --report_to wandb for HuggingFace Trainer by @ayulockin in https://github.com/wandb/wandb/pull/3959
• Makes aliases optional in link_artifact by @vwrj in https://github.com/wandb/wandb/pull/3986
• Renames wandb local to wandb server by @jsbroks in https://github.com/wandb/wandb/pull/3793
• Updates README badges by @raubitsj in https://github.com/wandb/wandb/pull/4023

🐛 Bug Fix

• Fixes sweep agent with service by @raubitsj in https://github.com/wandb/wandb/pull/3899
• Fixes an empty type equals invalid type and how artifact dictionaries are handled by @KyleGoyette in https://github.com/wandb/wandb/pull/3904
• Fixes wandb.Config object to support default values when getting an attribute by @farizrahman4u in https://github.com/wandb/wandb/pull/3820
• Removes default config from jobs by @KyleGoyette in https://github.com/wandb/wandb/pull/3973
• Fixes an issue where patch is None by @KyleGoyette in https://github.com/wandb/wandb/pull/4003
• Fixes requirements.txt parsing in nightly SDK installation checks by @dmitryduev in https://github.com/wandb/wandb/pull/4012
• Fixes 409 Conflict handling when GraphQL requests timeout by @raubitsj in https://github.com/wandb/wandb/pull/4000
• Fixes service teardown handling if user process has been terminated by @raubitsj in https://github.com/wandb/wandb/pull/4024
• Adds storage_path and fixed artifact.files by @vanpelt in https://github.com/wandb/wandb/pull/3969
• Fixes performance issue syncing runs with a large number of media files by @vanpelt in https://github.com/wandb/wandb/pull/3941

New Contributors

• @bcsherma made their first contribution in https://github.com/wandb/wandb/pull/3250
• @cameron-martin made their first contribution in https://github.com/wandb/wandb/pull/3897

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.21...v0.13.0rc6

What's Changed

💅 Enhancement

• Turns service on by default by @kptkin in https://github.com/wandb/client/pull/3895
• Adds support logic for handling server provided messages by @kptkin in https://github.com/wandb/client/pull/3706
• Allows runs to produce jobs on finish by @KyleGoyette in https://github.com/wandb/client/pull/3810
• Adds Job, QueuedRun and job handling in launch by @KyleGoyette in https://github.com/wandb/client/pull/3809
• Supports in launch agent of instance roles in ec2 and eks by @KyleGoyette in https://github.com/wandb/client/pull/3596
• Adds default behavior to the Keras Callback: always save model checkpoints as artifacts by @vwrj in https://github.com/wandb/client/pull/3909
• Sanitizes sanitize artifact name in KerasCallback for model artifact saving by @vwrj in https://github.com/wandb/client/pull/3927
• Improves console logging by moving emulator to the service process by @raubitsj in https://github.com/wandb/client/pull/3828

🧹 Cleanup

• Adds an escape hatch logic to disable service by @kptkin in https://github.com/wandb/client/pull/3829
• Annotates wandb/docker and reverts change in the docker fixture by @dmitryduev in https://github.com/wandb/client/pull/3871
• Fixes GFLOPS to GFLOPs in the Keras WandbCallback by @ayulockin in https://github.com/wandb/client/pull/3913
• Fixes wandb.Config object to support default values when getting an attribute by @farizrahman4u in https://github.com/wandb/client/pull/3820

🐛 Bug Fix

• Fixes sweep agent with service by @raubitsj in https://github.com/wandb/client/pull/3899
• Fixes an empty type equals invalid type and how artifact dictionaries are handled by @KyleGoyette in https://github.com/wandb/client/pull/3904
• Fixes keras flops tests by @dmitryduev in https://github.com/wandb/client/pull/3914
• Fixes data corruption issue when logging large sizes of data by @kptkin in https://github.com/wandb/client/pull/3920

Full Changelog: https://github.com/wandb/client/compare/v0.12.21...v0.13.0rc5

0.12.21 (July 5, 2022)

💅 Enhancement

• Fixes config not showing up until the run finish by @KyleGoyette in https://github.com/wandb/client/pull/3734
• Adds new types to the TypeRegistry to handling artifact objects in jobs and run configs by @KyleGoyette in https://github.com/wandb/client/pull/3806
• Adds new query to the the internal api getting the state of the run by @hu-po in https://github.com/wandb/client/pull/3799
• Replaces unsafe yaml loaders with yaml.safe_load by @zythosec in https://github.com/wandb/client/pull/3753
• Improves testing tooling by allowing to specify shards in manual testing by @dmitryduev in https://github.com/wandb/client/pull/3826
• Fixes ROC and PR curves in the sklearn integration by stratifying sampling by @tylerganter in https://github.com/wandb/client/pull/3757
• Fixes input box in notebooks exceeding cell space by @dmitryduev in https://github.com/wandb/client/pull/3849
• Allows string to be passed as alias to link_model by @tssweeney in https://github.com/wandb/client/pull/3834
• Adds Support for FLOPS Calculation in keras's WandbCallback by @dmitryduev in https://github.com/wandb/client/pull/3869
• Extends python report editing by @andrewtruong in https://github.com/wandb/client/pull/3732

🐛 Bug Fix

• Fixes stats logger so it can find all the correct GPUs in child processes by @raubitsj in https://github.com/wandb/client/pull/3727
• Fixes regression in s3 reference upload for folders by @jlzhao27 in https://github.com/wandb/client/pull/3825
• Fixes artifact commit logic to handle collision in the backend by @speezepearson in https://github.com/wandb/client/pull/3843
• Checks for None response in the retry logic (safety check) by @raubitsj in https://github.com/wandb/client/pull/3863
• Adds sweeps on top of launch (currently in MVP) by @hu-po in https://github.com/wandb/client/pull/3669
• Renames functional tests dir and files by @raubitsj in https://github.com/wandb/client/pull/3879

🧹 Cleanup

• Fixes conditions order of _to_dict helper by @dmitryduev in https://github.com/wandb/client/pull/3772
• Fixes changelog broken link to PR 3709 by @janosh in https://github.com/wandb/client/pull/3786
• Fixes public api query (QueuedJob Api ) by @KyleGoyette in https://github.com/wandb/client/pull/3798
• Renames local runners to local-container and local-process by @hu-po in https://github.com/wandb/client/pull/3800
• Adds type annotations to files in the wandb/filesync directory by @speezepearson in https://github.com/wandb/client/pull/3774
• Re-organizes all the testing directories to have common root dir by @dmitryduev in https://github.com/wandb/client/pull/3740
• Fixes testing configuration and add bigger machine on CircleCi by @dmitryduev in https://github.com/wandb/client/pull/3836
• Fixes typo in the wandb-service-user readme file by @Co1lin in https://github.com/wandb/client/pull/3847
• Fixes broken artifact test for regression by @dmitryduev in https://github.com/wandb/client/pull/3857
• Removes unused files (relating to py27) and empty submodules declaration by @dmitryduev in https://github.com/wandb/client/pull/3850
• Adds extra for model reg dependency on cloudpickle by @tssweeney in https://github.com/wandb/client/pull/3866
• Replaces deprecated threading aliases by @hugovk in https://github.com/wandb/client/pull/3794
• Updates the sdk readme to the renamed (local -> server) commands by @sephmard in https://github.com/wandb/client/pull/3771

New Contributors

• @janosh made their first contribution in https://github.com/wandb/client/pull/3786
• @Co1lin made their first contribution in https://github.com/wandb/client/pull/3847
• @tylerganter made their first contribution in https://github.com/wandb/client/pull/3757

Full Changelog: https://github.com/wandb/client/compare/v0.12.20...v0.12.21