Wandb

:magic_wand: 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

:hammer: 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

:books: 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

:gear: 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

:nail_care: 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

:magic_wand: Enhancements

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

:hammer: 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

:gear: 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

:nail_care: 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

:magic_wand: 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

:hammer: 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

:gear: 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

:nail_care: 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

:nail_care: 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

:broom: 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: 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

:bug: 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

:bug: 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