0.13.10 (February 7, 2023)

🪄 Enhancements

perf(artifacts): reuse session for file upload requests by @speezepearson in wandb#4708
feat(artifacts): expose aliases list endpoint for artifact collections by @ibindlish in wandb#4809
feat(launch): include the username of the run's author in the environment variables by @TimH98 in wandb#4851
feat(launch): add support for local-container resource args by @KyleGoyette in wandb#4846
feat(sdk): add the ability to append to a run with wandb sync --append by @raubitsj in wandb#4848
feat(launch): add an escape hatch (disable_job_creation) to disable automatic job creation by @KyleGoyette in wandb#4901

🔨 Fixes

fix(launch): remove underscores from generated job name in kubernetes runner by @TimH98 in wandb#4752
fix(sweeps): sweep command args can once again be int type by @gtarpenning in wandb#4728
fix(artifacts): ensure prepared artifacts have the latest alias by @moredatarequired in wandb#4828
fix(artifacts): catch FileNotFoundError and PermissionError during cache.cleanup() by @moredatarequired in wandb#4868
fix(sdk): fix order of python executable resolves by @kptkin in wandb#4839
fix(sdk): fix console handling when forking and setting stdout==stderr by @raubitsj in wandb#4877
fix(launch): Fix issue where job artifacts are being logged without latest alias by @KyleGoyette in wandb#4884
fix(launch): Ensure job names do not exceed maximum allowable for artifacts by @KyleGoyette in wandb#4889

📚 Docs

docs(sdk): fix broken reference link to W&B Settings page in Sweeps by @ngrayluna in wandb#4820
docs(sdk): Docodoile autogen docs by @ngrayluna in wandb#4734

⚙️ Dev

test(artifacts): ensure manifest version is verified by @moredatarequired in wandb#4691
test(sdk): add tests for custom SSL certs and disabling SSL by @speezepearson in wandb#4692
test(sdk): fix nightly docker builds by @dmitryduev in wandb#4787
chore(sdk): dont create universal py2/py3 package by @raubitsj in wandb#4797
chore(sdk): fix flake8-bugbear B028 and ignore B017 by @kptkin in wandb#4799
test(sdk): fix gcloud sdk version requested in nightly tests by @dmitryduev in wandb#4802
chore(artifacts): remove unused parameters in StorageHandler.load_{path,file,reference} by @moredatarequired in wandb#4678
chore(sdk): split unit tests to system tests and proper unit tests by @kptkin in wandb#4811
test(sdk): address fixture server move from port 9010 to 9015 in local-testcontainer by @dmitryduev in wandb#4814
chore(sdk): add aliases to ac query response by @ibindlish in wandb#4813
test(sdk): run regression suite nightly by @dmitryduev in wandb#4788
test(sdk): fix broken lightning test by @kptkin in wandb#4823
chore(sdk): enable type checking for wandb_init.py by @dmitryduev in wandb#4784
chore(launch): deprecate defaulting to default queue in launch-agent command by @gtarpenning in wandb#4801
test(launch): add unit test for kubernetes runner with annotations by @TimH98 in wandb#4800
test(integrations): fix train_gpu_ddp test by @dmitryduev in wandb#4831
chore(sdk): fix docker testimage to pull amd64 version by @raubitsj in wandb#4838
chore(sdk): fix codeowners after test restructure by @raubitsj in wandb#4843
test(sdk): fix md5 test failures on Windows by @moredatarequired in wandb#4840
chore(sdk): split out relay server so it can be shared with yea-wandb by @raubitsj in wandb#4837
chore(sdk): fix a flake8 complaint in a test by @speezepearson in wandb#4806
test(integrations): fix several import tests by @dmitryduev in wandb#4849
test(sdk): don't use symlinks for SSL test assets, because Windows by @speezepearson in wandb#4847
test(sdk): add unit tests for filesync.Stats by @speezepearson in wandb#4855
chore(sdk): add async retry logic by @speezepearson in wandb#4738
test(artifacts): strengthen tests for ArtifactSaver, StepUpload by @speezepearson in wandb#4808
chore(launch): Agent logs full stack trace when catching exception by @TimH98 in wandb#4861
chore(sdk): swallow warning printed by neuron-ls by @dmitryduev in wandb#4835
build(sdk): pin pip and tox in development environments by @moredatarequired in wandb#4871

💅 Cleanup

refactor(sdk): strengthen StepUpload tests; make exception-handling more thorough in upload/commit by @speezepearson in wandb#4677
refactor(artifacts): refactor Artifact query to fetch entity and project by @vwrj in wandb#4775
refactor(sdk): replace more communicate calls with deliver by @raubitsj in wandb#4841
refactor(artifacts): internally use Future to communicate success/failure of commit, not threading.Event by @speezepearson in wandb#4859
refactor(sdk): use stdlib ThreadPoolExecutor in StepUpload instead of managing our own by @speezepearson in wandb#4860

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.9...v0.13.10

0.13.9 (January 11, 2023)

🔨 Fixes

fix(sdk): exercise extra caution when checking if AWS Trainium is available in the system by @dmitryduev in wandb#4769
fix(sdk): restore 'util.generate_id' for legacy / user code by @moredatarequired in wandb#4776
fix(sdk): replace release with abandon when releasing mailbox handle during init by @kptkin in wandb#4766

Full Changelog: https://github.com/wandb/wandb/compare/v0.13.8...v0.13.9

0.13.8 (January 10, 2023)

🪄 Enhancements

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

🔨 Fixes

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

📚 Docs

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

⚙️ Dev

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

💅 Cleanup

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

New Contributors

@edwag made their first contribution in wandb#4585
@TimH98 made their first contribution in wandb#4625
@froody made their first contribution in wandb#4732

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

0.13.7 (December 14, 2022)

🔨 Fixes

revert(artifacts): revert Circular reference detected change to resolve Object of type Tensor is not JSON serializable by @raubitsj in wandb#4629

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

0.13.6 (December 6, 2022)

🪄 Enhancements

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

🔨 Fixes

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

📚 Docs

docs(sdk): remove non-existent argument table_key from plot_table() doc string by @janosh in wandb#4495
docs(artifacts): correct parameter name in docstring example by @ngrayluna in wandb#4528

⚙️ Dev

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

💅 Cleanup

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

New Contributors

@moredatarequired made their first contribution in wandb#4508
@soumik12345 made their first contribution in wandb#4391
@younik made their first contribution in wandb#4571

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

0.13.5 (November 3, 2022)

🪄 Enhancements

feat(artifacts): add an option to upload image references by @estellazx in wandb#4303

🔨 Fixes

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

⚙️ Dev

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

💅 Cleanup

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

New Contributors

@ssisk made their first contribution in wandb#4353

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

0.13.4 (October 5, 2022)

🪄 Enhancements

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

🔨 Fixes

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

⚙️ Dev

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

💅 Cleanup

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

New Contributors

@epwalsh made their first contribution in wandb#4256
@mjvanderboon made their first contribution in wandb#4309
@jamie-rasmussen made their first contribution in wandb#4271
@nickpenaranda made their first contribution in wandb#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 wandb#4053
Refactors pytest unit tests to run against real wandb server by @kptkin in wandb#4066
Adds Launch kubernetes support of taints and tolerations by @KyleGoyette in wandb#4086
Adds Sweeps on Launch on Kubernetes by @hu-po in wandb#4035
Adds parallelism to functional testing by @raubitsj in wandb#4096
Upgrades mypy to version 0.971 by @dmitryduev in wandb#3952
Adds Mailbox async internal process communication by @raubitsj in wandb#3568
Implements searching launch job in sweep config by @hu-po in wandb#4120
Improves performance when sending large messages by @raubitsj in wandb#4119
Vendors the latest nvidia-ml-py-11.515.48 by @dmitryduev in wandb#4109
Improves performance by increase recv size on service socket by @raubitsj in wandb#4122
Adds isort support with black profile by @kptkin in wandb#4136
Implements pushing test-results to CircleCI for nightly tests by @raubitsj in wandb#4153
Adds debug mode for pytest unit tests by @dmitryduev in wandb#4145
Adds support for arguments in Launch Jobs by @KyleGoyette in wandb#4129
Adds FetchRunQueueItemById query by @gtarpenning in wandb#4106
Adds telemetry for keras-cv by @manangoel99 in wandb#4196
Adds sentry session tracking by @raubitsj in wandb#4157
Adds the ability to log artifact while linking to registered model by @ibindlish in wandb#4233

🧹 Cleanup

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

🐛 Bug Fix

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

New Contributors

@gtarpenning made their first contribution in wandb#4069
@estellazx made their first contribution in wandb#4181
@klieret made their first contribution in wandb#4219
@ngrayluna made their first contribution in wandb#4199
@martinabeleda made their first contribution in wandb#4115
@ibindlish made their first contribution in wandb#4233
@scottire made their first contribution in wandb#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 wandb#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 wandb#4058

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

0.13.0 (August 4, 2022)

💅 Enhancement

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

🐛 Bug Fix

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

🧹 Cleanup

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

New Contributors

@bcsherma made their first contribution in wandb#3250
@cameron-martin made their first contribution in wandb#3897

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

0.12.21 (July 5, 2022)

💅 Enhancement

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

🐛 Bug Fix

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

🧹 Cleanup

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

New Contributors

@janosh made their first contribution in wandb#3786
@Co1lin made their first contribution in wandb#3847
@tylerganter made their first contribution in wandb#3757

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

0.12.20 (June 29, 2022)

🐛 Bug Fix

Retry commit_artifact on conflict-error by @speezepearson in wandb#3843

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.19...v0.12.20

0.12.19 (June 22, 2022)

🐛 Bug Fix

Fix regression in s3 reference upload for folders by @jlzhao27 in wandb#3825

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.18...v0.12.19

0.12.18 (June 9, 2022)

💅 Enhancement

Launch: BareRunner based on LocalRunner by @hu-po in wandb#3577
Add ability to specify api key to public api by @dannygoldstein in wandb#3657
Add support in artifacts for files with unicode on windows by @kptkin in wandb#3650
Added telemetry for new packages by @manangoel99 in wandb#3713
Improve API key management by @vanpelt in wandb#3718
Add information about wandb server during login by @raubitsj in wandb#3754

🐛 Bug Fix

fix(weave): Natively support timestamps in Python Table Types by @dannygoldstein in wandb#3606
Add support for magic with service by @kptkin in wandb#3623
Add unit tests for DirWatcher and supporting classes by @speezepearson in wandb#3589
Improve DirWatcher.update_policy O(1) instead of O(num files uploaded) by @speezepearson in wandb#3613
Add argument to control what to log in SB3 callback by @astariul in wandb#3643
Improve parameter naming in sb3 integration by @dmitryduev in wandb#3647
Adjust the requirements for the dev environment setup on an M1 Mac by @dmitryduev in wandb#3627
Launch: Fix NVIDIA base image Linux keys by @KyleGoyette in wandb#3637
Fix launch run queue handling from config file by @KyleGoyette in wandb#3636
Fix issue where tfevents were not always consumed by @minyoung in wandb#3673
[Snyk] Fix for 8 vulnerabilities by @snyk-bot in wandb#3695
Fix s3 storage handler to upload folders when key names collide by @jlzhao27 in wandb#3699
Correctly load timestamps from tables in artifacts by @dannygoldstein in wandb#3691
Require protobuf<4 by @dmitryduev in wandb#3709
Make Containers created through launch re-runnable as container jobs by @KyleGoyette in wandb#3642
Fix tensorboard integration skipping steps at finish() by @KyleGoyette in wandb#3626
Rename wandb local to wandb server by @jsbroks in wandb#3716
Fix busted docker inspect command by @vanpelt in wandb#3742
Add dedicated sentry wandb by @dmitryduev in wandb#3724
Image Type should gracefully handle older type params by @tssweeney in wandb#3731

🧹 Cleanup

Inline FileEventHandler.synced into the only method where it's used by @speezepearson in wandb#3594
Use passed size argument to make PolicyLive.min_wait_for_size a classmethod by @speezepearson in wandb#3593
Make FileEventHandler an ABC, remove some "default" method impls which were only used once by @speezepearson in wandb#3595
Remove unused field from DirWatcher by @speezepearson in wandb#3592
Make sweeps an extra instead of vendoring by @dmitryduev in wandb#3628
Add nightly CI testing by @dmitryduev in wandb#3580
Improve keras and data type Reference Docs by @ramit-wandb in wandb#3676
Update pytorch version requirements in dev environments by @dmitryduev in wandb#3683
Clean up CircleCI config by @dmitryduev in wandb#3722
Add py310 testing in CI by @dmitryduev in wandb#3730
Ditch dateutil from the requirements by @dmitryduev in wandb#3738
Add deprecated string to Table.add_row by @nate-wandb in wandb#3739

New Contributors

@sephmard made their first contribution in wandb#3610
@astariul made their first contribution in wandb#3643
@manangoel99 made their first contribution in wandb#3713
@nate-wandb made their first contribution in wandb#3739

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.17...v0.12.18

0.12.17 (May 26, 2022)

🐛 Bug Fix

Update requirements to fix incompatibility with protobuf >= 4 by @dmitryduev in wandb#3709

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.16...v0.12.17

0.12.16 (May 3, 2022)

💅 Enhancement

Improve W&B footer by aligning summary/history in notebook env by @kptkin in wandb#3479
Enable experimental history step logging in artifacts by @raubitsj in wandb#3502
Add args_no_boolean_flags macro to sweep configuration by @hu-po in wandb#3489
Add logging support for jax.bfloat.bfloat16 by @dmitryduev in wandb#3528
Raise exception when Table size exceeds limit by @dannygoldstein in wandb#3511
Add kaniko k8s builder for wandb launch by @KyleGoyette in wandb#3492
Add wandb.init() timeout setting by @kptkin in wandb#3579
Do not assume executable for given entrypoints with wandb launch by @KyleGoyette in wandb#3461
Jupyter environments no longer collect command arguments by @KyleGoyette in wandb#3456
Add support for TensorFlow/Keras SavedModel format by @ayulockin in wandb#3276

🐛 Bug Fix

Support version IDs in artifact refs, fix s3/gcs references in Windows by @annirudh in wandb#3529
Fix support for multiple finish for single run using wandb-service by @kptkin in wandb#3560
Fix duplicate backtrace when using wandb-service by @kptkin in wandb#3575
Fix wrong entity displayed in login message by @kptkin in wandb#3490
Fix hang when wandb.init is interrupted mid setup using wandb-service by @kptkin in wandb#3569
Fix handling keyboard interrupt to avoid hangs with wandb-service enabled by @kptkin in wandb#3566
Fix console logging with very long print out when using wandb-service by @kptkin in wandb#3574
Fix broken artifact string in launch init config by @KyleGoyette in wandb#3582

🧹 Cleanup

Fix typo in wandb.log() docstring by @RobRomijnders in wandb#3520
Cleanup custom chart code and add type annotations to plot functions by @kptkin in wandb#3407
Improve wandb.init(settings=) to handle Settings object similarly to dict parameter by @dmitryduev in wandb#3510
Add documentation note about api.viewer in api.user() and api.users() by @ramit-wandb in wandb#3552
Be explicit about us being py3+ only in setup.py by @dmitryduev in wandb#3549
Add type annotations to DirWatcher by @speezepearson in wandb#3557
Improve wandb.log() docstring to use the correct argument name by @idaho777 in wandb#3585

New Contributors

@RobRomijnders made their first contribution in wandb#3520
@ramit-wandb made their first contribution in wandb#3552
@idaho777 made their first contribution in wandb#3585

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.15...v0.12.16

0.12.15 (April 21, 2022)

💅 Enhancement

Optimize wandb.Image logging when linked to an artifact by @tssweeney in wandb#3418

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.14...v0.12.15

0.12.14 (April 8, 2022)

🐛 Bug Fix

Fix regression: disable saving history step in artifacts by @vwrj in wandb#3495

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.13...v0.12.14

0.12.13 (April 7, 2022)

🐛 Bug Fix

Revert strictened api_key validation by @dmitryduev in wandb#3485

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.12...v0.12.13

0.12.12 (April 5, 2022)

💅 Enhancement

Allow run objects to be passed to other processes when using wandb-service by @kptkin in wandb#3308
Add create user to public api by @vanpelt in wandb#3438
Support logging from multiple processes with wandb-service by @kptkin in wandb#3285
Add gpus flag for local launch runner with cuda by @KyleGoyette in wandb#3417
Improve Launch deployable agent by @KyleGoyette in wandb#3388
Add Launch kubernetes integration by @KyleGoyette in wandb#3393
KFP: Add wandb visualization helper by @andrewtruong in wandb#3439
KFP: Link back to Kubeflow UI by @andrewtruong in wandb#3427
Add boolean flag arg macro by @hugo.ponte in wandb#3489

🐛 Bug Fix

Improve host / WANDB_BASE_URL validation by @dmitryduev in wandb#3314
Fix/insecure tempfile by @dmitryduev in wandb#3360
Fix excess warning span if requested WANDB_DIR/root_dir is not writable by @dmitryduev in wandb#3304
Fix line_series to plot array of strings by @kptkin in wandb#3385
Properly handle command line args with service by @kptkin in wandb#3371
Improve api_key validation by @dmitryduev in wandb#3384
Fix multiple performance issues caused by not using defaultdict by @dmitryduev in wandb#3406
Enable inf max jobs on launch agent by @stephchen in wandb#3412
fix colab command to work with launch by @stephchen in wandb#3422
fix typo in Config docstring by @hu-po in wandb#3416
Make code saving not a policy, keep previous custom logic by @dmitryduev in wandb#3395
Fix logging sequence images with service by @kptkin in wandb#3339
Add username to debug-cli log file to prevent conflicts of multiple users by @zythosec in wandb#3301
Fix python sweep agent for users of wandb service / pytorch-lightning by @raubitsj in wandb#3465
Remove unnecessary launch reqs checks by @KyleGoyette in wandb#3457
Workaround for MoviePy's Unclosed Writer by @tssweeney in wandb#3471
Improve handling of Run objects when service is not enabled by @kptkin in wandb#3362

New Contributors

@hu-po made their first contribution in wandb#3416
@zythosec made their first contribution in wandb#3301

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.11...v0.12.12

0.12.11 (March 1, 2022)

💅 Enhancement

Add captions to Molecules by @dmitryduev in wandb#3173
Add CatBoost Integration by @ayulockin in wandb#2975
Launch: AWS Sagemaker integration by @KyleGoyette in wandb#3007
Launch: Remove repo2docker and add gpu support by @stephchen in wandb#3161
Adds Timestamp inference from Python for Weave by @tssweeney in wandb#3212
Launch GCP vertex integration by @stephchen in wandb#3040
Use Artifacts when put into run config. Accept a string to represent an artifact in the run config by @KyleGoyette in wandb#3203
Improve xgboost wandb_callback (#2929) by @ayulockin in wandb#3025
Add initial kubeflow pipeline support by @andrewtruong in wandb#3206

🐛 Bug Fix

Fix logging of images with special characters in the key by @speezepearson in wandb#3187
Fix azure blob upload retry logic by @vanpelt in wandb#3218
Fix program field for scripts run as a python module by @dmitryduev in wandb#3228
Fix issue where sync_tensorboard could die on large histograms by @KyleGoyette in wandb#3019
Fix wandb service performance issue during run shutdown by @raubitsj in wandb#3262
Fix vendoring of gql and graphql by @raubitsj in wandb#3266
Flush log data without finish with service by @kptkin in wandb#3137
Fix wandb service hang when the service crashes by @raubitsj in wandb#3280
Fix issue logging images with "/" on Windows by @KyleGoyette in wandb#3146
Add image filenames to images/separated media by @KyleGoyette in wandb#3041
Add setproctitle to requirements.txt by @raubitsj in wandb#3289
Fix issue where sagemaker run ids break run queues by @KyleGoyette in wandb#3290
Fix encoding exception when using %%capture magic by @raubitsj in wandb#3310

New Contributors

@speezepearson made their first contribution in wandb#3188

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.10...v0.12.11

0.12.10 (February 1, 2022)

💅 Enhancement

Improve validation when creating Tables with invalid columns from dataframes by @tssweeney in wandb#3113
Enable digest deduplication for use_artifact() calls by @annirudh in wandb#3109
Initial prototype of azure blob upload support by @vanpelt in wandb#3089

🐛 Bug Fix

Fix wandb launch using python dev versions by @stephchen in wandb#3036
Fix loading table saved with mixed types by @vwrj in wandb#3120
Fix ResourceWarning when calling wandb.log by @vwrj in wandb#3130
Fix missing cursor in ProjectArtifactCollections by @KyleGoyette in wandb#3108
Fix windows table logging classes issue by @vwrj in wandb#3145
Gracefully handle string labels in wandb.sklearn.plot.classifier.calibration_curve by @acrellin in wandb#3159
Do not display login warning when calling wandb.sweep() by @acrellin in wandb#3162

🧹 Cleanup

Drop python2 backport deps (enum34, subprocess32, configparser) by @jbylund in wandb#3004
Settings refactor by @dmitryduev in wandb#3083

New Contributors

@jbylund made their first contribution in wandb#3004
@acrellin made their first contribution in wandb#3159

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.9...v0.12.10

0.12.9 (December 16, 2021)

🐛 Bug Fix

Fix regression in upload_file() exception handler by @raubitsj in wandb#3059

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.8...v0.12.9

0.12.8 (December 16, 2021)

💅 Enhancement

Update contributing guide and dev env setup tool by @dmitryduev in wandb#2968
Improve wandb_callback for LightGBM (#2945) by @ayulockin in wandb#3024

🐛 Bug Fix

Reduce GPU memory usage when generating histogram of model weights by @TOsborn in wandb#2927
Support mixed classes in bounding box and image mask annotation layers by @tssweeney in wandb#2914
Add max-jobs and launch async args by @stephchen in wandb#2925
Support lists of Summary objects encoded as strings to wandb.tensorboard.log by @dmitryduev in wandb#2934
Fix handling of 0 dim np arrays by @rpitonak in wandb#2954
Fix handling of empty default config file by @vwrj in wandb#2957
Add service backend using sockets (support fork) by @raubitsj in wandb#2892
Send git port along with url when sending git repo by @KyleGoyette in wandb#2959
Add support raw ip addresses for launch by @KyleGoyette in wandb#2950
Tables no longer serialize and hide 1d NDArrays by @tssweeney in wandb#2976
Fix artifact file uploads to S3 stores by @annirudh in wandb#2999
Send uploaded file list on file stream heartbeats by @annirudh in wandb#2978
Add support for keras experimental layers by @KyleGoyette in wandb#2776
Fix from wandb import magic to not require tensorflow by @raubitsj in wandb#3021
Fix launch permission error by @KyleGoyette in wandb#3038

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.7...v0.12.8

0.12.7 (November 18, 2021)

🐛 Bug Fix

Fix issue where console log streaming was causing excessive network traffic by @vwrj in wandb#2786
Metaflow: Make optional dependencies actually optional by @andrewtruong in wandb#2842
Fix docstrings for wandb.watch and ValidationDataLogger by @charlesfrye in wandb#2849
Prevent launch agent from sending runs to a different project or entity by @KyleGoyette in wandb#2872
Fix logging pr_curves through tensorboard by @KyleGoyette in wandb#2876
Prevent TPU monitoring from reporting invalid metrics when not available by @kptkin in wandb#2753
Make import order dependencies for WandbCallback more robust by @kptkin in wandb#2807
Fix a bug in feature importance plotting to handle matrices of different shapes by @dannygoldstein in wandb#2811
Fix base url handling to allow trailing / by @kptkin in wandb#2910
Prevent wandb.agent() from sending too many heartbeats impacting rate limits by @dannygoldstein in wandb#2923
Redact sensitive information from debug logs by @raubitsj in wandb#2931

💅 Enhancement

Add wandb.Molecule support for rdkit supported formats by @dmitryduev in wandb#2902
Add module-level docstrings for reference doc modules. by @charlesfrye in wandb#2847
Store launch metadata in file by @KyleGoyette in wandb#2582
Add Project.sweeps() public API call to view all sweeps in a project by @stephchen in wandb#2729
Ensures API key prompt remains captive when user enters nothing by @dannygoldstein in wandb#2721
Refactors wandb.sklearn into submodules by @charlesfrye in wandb#2869
Support code artifacts in wandb launch by @KyleGoyette in wandb#2860
Improve launch agent (async, stop, heartbeat updates) by @stephchen in wandb#2871
Improve usage and error messages for anonymous mode by @kimjyhello in wandb#2823
Add example on how to find runs with wandb.Api().runs(...) matching a regex by @dmitryduev in wandb#2926

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.6...v0.12.7

0.12.6 (October 27, 2021)

🐛 Bug Fix

Fix sklearn plot_calibration_curve() issue breaking the provided model by @vwrj in wandb#2791
Fix CondaEnvExportError by redirecting stderr by @charlesfrye in wandb#2814
Fix use_artifact() when specifying an artifact from a different project by @KyleGoyette in wandb#2832

💅 Enhancement

Add metric names to pr curve charts in tensorboard by @vanpelt in wandb#2822

Full Changelog: https://github.com/wandb/wandb/compare/v0.12.5...v0.12.6

0.12.5 (October 19, 2021)

🐛 Bug Fix

Report errors for invalid characters in logged media keys on windows
Handle errors when probing for TPUs in unsupported environments
Fixed bug where %%wandb followed by wandb.init() does not display run links
Fixed api.runs() to correctly return all runs for the current entity/project

💅 Enhancement

Add wandb.require(experiment="service") to improve multiprocessing support
Add support for swappable artifacts in launch context
Add wandb.login(timeout=) support for jupyter environments
Add ability to disable git ref saving with WANDB_DISABLE_GIT
Support newer versions of pytest-mock and PyYAML
Add ability to delete artifacts with aliases: artifact.delete(delete_aliases=True)
Add unwatch() method to the Run object

0.12.4 (October 5, 2021)

🐛 Bug Fix

Fix regression introduced in 0.12.2 causing network access when WANDB_MODE=offline

0.12.3 (September 30, 2021)

🐛 Bug Fix

Fixes the grid search stopping condition in the local controller

💅 Enhancement

New jupyter magic for displaying runs, sweeps, and projects %wandb path/to/run -h 1024
We no longer display run iframe by default in jupyter, add %%wandb to a cell to display a run
Makes api key prompting retry indefinitely on malformed input
Invite users to teams via the api api.team("team_name").invite("username_or_email")
Remove users from a team via the api api.team("team_name").members[0].delete()
Create service accounts via the api api.team("team_name").create_service_account("Description")
Manage api keys via the api api.user("username_or_email").generate_api_key()
Add pytorch profiling trace support with wandb.profiler.torch_trace_handler()

0.12.2 (September 15, 2021)

🐛 Bug Fix

Fix tensorboard_sync to handle ephemeral Sagemaker tfevents files
Fix Reports query from the public api (broken pagination and report path)
Fix wandb.login() when relogin is specified (only force login once)

💅 Enhancement

Clean up footer output of summary and history metrics
Clean up error message from wandb sweep --update
Add warning for wandb local users to update their docker
Add optional argument log_learning_curve to wandb.sklearn.plot_classifier()
Restore frozen pip package versions when using wandb launch
Add support for jupyter notebooks in launch
Add wandb.login() timeout option

0.12.1 (August 26, 2021)

🐛 Bug Fix

Fix tensorflow/keras 2.6 not logging validation examples
Fix metrics logged through tensorboard not supporting time on x-axis
Fix WANDB_IGNORE_GLOBS environment variable handling
Fix handling when sys.stdout is configured to a custom logger
Fix sklearn feature importance plots not matching feature names properly
Fix an issue where colab urls were not being captured
Save program commandline if run executable was outside cwd

💅 Enhancement

Add Prodigy integration to upload annotated datasets to W&B Tables
Add initial Metaflow support
Add experimental wandb launch support
Add warnings that public API requests are timing out and allow override
Improve error handling in local controller sweeps engine

0.12.0 (August 10, 2021)

⌛ No Longer Supported

Remove Python 3.5 support

🐛 Bug Fix

Fix issue that could cause artifact uploads to fail if artifact files are being modified
Fix issue where wandb.restore() wouldn't work with runs from a sweep

💅 Enhancement

Improve run execution time calculation

0.11.2 (August 2, 2021)

🐛 Bug Fix

Restore vendored graphql-core library because of network regression

0.11.1 (July 29, 2021)

⌛ Deprecated

Python 3.5 will not be supported as of wandb==0.12.0

🐛 Bug Fix

Reduce Memory Footprint of Images In Tables
Added a dependency on graphql-core>=2.3.0
Removed urllib3 pin to avoid conflicts, if you see urllib3 related errors run pip install --upgrade urllib3
Improved Public API HTTP error messages
Set run.dir to the generated directory name in disabled mode

💅 Enhancement

Adds support for native Jax array logging
Tables now support Molecule data type
Improve Stable-Baselines3 API by auto log model's name and always upload models at the end of training
Implements the sweep local controller using wandb/sweeps

0.11.0 (July 15, 2021)

⌛ No Longer Supported

Remove Python 2.7 support

🐛 Bug Fix

Fix issue where wandb.watch() broke model saving in pytorch
Fix issue where uniform sweep parameters were parsed as int_uniform
Fix issue where file_stream thread was killed on 4xx errors

💅 Enhancement

Improve performance of artifact logging by making it non-blocking
Add wandb integration for Stable-Baselines3
Improve keras callback validation logging inference logic
Expose sweep state via the public API
Improve performance of sweep run fetches via the API

0.10.33 (June 28, 2021)

🐛 Bug Fix

Fix issue where wandb restore 404ed if the run did not have a diff.patch file
Fix issue where wandb.log raised an Exception after trying to log a pandas dataframe
Fix issue where runs could be marked finished before files were finished uploading

💅 Enhancement

Disable reloading of run metadata (such as command) in resumed runs
Allow logging of pandas dataframes by automatically converting them to W&B tables
Fix up log_code() exclude fn to handle .wandb dir
Improve handling of PyTorch model topology
Increase config debounce interval to 30s to reduce load on WB/backend
Improve reliability of CLI in generating sweeps with names, programs, and settings

0.10.32 (June 10, 2021)

🐛 Bug Fix

Make log_artifact() more resilient to network errors
Removed Duplicate Artifact Dependencies
Workaround urlib3 issue on windows
Fix regression where ipython was hanging
Allow logging of numpy high precision floating point values
Reduce liklyhood of collisions for file backed media or artifact objects
Fix wandb.watch() regression when logging pytorch graphs

💅 Enhancement

Add support for logging joined and partitioned table
Handle schema validation warnings for sweep configs
Improve wandb sync to handle errors
Add ability to label scripts and repositories who use wandb

0.10.31 (May 27, 2021)

🐛 Bug Fix

wandb.login() did not properly persist the host parameter
Fix issue where step information was not synced properly when syncing tensorboard directories
Fix some unicode issues with python2.7
Fixed bug in plot_calibration_curve for ComplementNB
Fall back to not using SendFile on some linux systems
Fix console issues where lines were truncated
Fix console issues where console logging could block

💅 Enhancement

Add support for preemptible sweeps
Add command line for sweep control
Add support to load artifact collection properties

0.10.30 (May 7, 2021)

🐛 Bug Fix

Found and fixed the remaining issues causing runs to be marked crashed during outages
Improved performance for users of define_metric, pytorch-lightning, and aggressive config saving
Fix issue when trying to log a cuda tensor to config or summary
Remove dependancy on torch backward_hooks to compute graph
Fix an issue preventing the ability to resume runs on sagemaker
Fix issues preventing pdb from working reliably with wandb
Fix deprecation warning in vendored library (user submission)
Fix logging behavior where the library was accidently outputting logs to the console
Fix disabled mode to not create wandb dir and log files
Renamed types to prep for Tables launch

💅 Enhancement

Allow renaming groups with public api

0.10.29 (May 3, 2021)

🐛 Bug Fix

Fix more network handling issues causing runs to be marked crashed (wandb sync to recover)
Improve logging and exception handling to improve reporting and logging of crashed processes

0.10.28 (April 28, 2021)

🐛 Bug Fix

Fix network handling issue causing runs to be marked crashed (wandb sync to recover)
Use register_full_backward_hook to support models with Dict outputs
Allow periods in table columns
Fix artifact cache collisions when using forked processes
Fix issue where custom charts do not display properly with pytorch-lightning

💅 Enhancement

Add experimental incremental artifact support
Improve warnings when logging is being rate limited

0.10.27 (April 19, 2021)

🐛 Bug Fix

Fix tensorboard_sync condition where metrics at end of short run are dropped
Fix wandb sync when tensorboard files are detected
Fix api key prompt in databricks notebook

💅 Enhancement

Integrate DSViz into Keras WandbCallback
Add support for conda dependencies (user submit)

0.10.26 (April 13, 2021)

🐛 Bug Fix

Fix network handling issue where syncing stopped (use wandb sync to recover)
Fix auth problem when using sagemaker and hugginface integrations together
Fix handling of NaN values in tables with non floats
Lazy load API object to prevent unnessary file access on module load

💅 Enhancement

Improve error messages when using public api history accessors

0.10.25 (April 5, 2021)

🐛 Bug Fix

Fix possible artifact cache race when using parallel artifact reads
Fix artifact reference when checksum=False

💅 Enhancement

Release run.define_metric() to simplify custom x-axis and more
Add column operators add_column, get_column, get_index to wandb.Table()

0.10.24 (March 30, 2021)

🐛 Bug Fix

Significant fixes to stdout/stderr console logging
Prevent excessive network when saving files with policy=live
Fix errors when trying to send large updates (most common with wandb sync)

💅 Enhancement

Automatically generate run_table artifact for logged tables
Add bracket notation to artifacts
Improve URL validation when specifying server url to wandb login

0.10.23 (March 22, 2021)

🐛 Bug Fix

Fix logged artifacts to be accessible after wait()
Fix spell.run integration
Performance fix syncing console logs with carriage returns
Fix confusion matrix with class names and unlabeled data

💅 Enhancement

Add the ability to save artifacts without creating a run
Add Foreign Table References to wandb.Table
Allow the same runtime object to be logged to multiple artifacts
Add experimental run._define_metric() support
Warn and ignore unsupported multiprocess wandb.log() calls

0.10.22 (March 9, 2021)

🐛 Bug Fix

Fix system metric logging rate in 0.10.x
Fix Audio external reference issue
Fix short runs with tensorboard_sync
Ignore wandb.init(id=) when running a sweep
Sanitize artifact metadata if needed

💅 Enhancement

Allow syncing of tfevents with wandb sync --sync-tensorboard

0.10.21 (March 2, 2021)

🐛 Bug Fix

Fix artifact.get() regression since 0.10.18
Allow 0 byte artifacts
Fix codesaving and program name reporting

💅 Enhancement

Added support for glb files for wandb.Object3D()
Added support for external references for wandb.Audio()
Custom chart support tensorboard pr_curves plugin
Support saving entire code directory in an artifact

0.10.20 (February 22, 2021)

🐛 Bug Fix

wandb.login() now respects disabled mode
handle exception when trying to log TPUs in colab

💅 Enhancement

Add WANDB_START_METHOD=thread to support non-multiprocessing
Add group and job_type to Run object in the export API
Improve artifact docstrings

0.10.19 (February 14, 2021)

🐛 Bug Fix

Fix artifact manifest files incorrectly named with patch suffix

0.10.18 (February 8, 2021)

💅 Enhancement

Add run delete and file delete to the public API
Align steps between tensorboard_sync and wandb.log() history
Add WANDB_START_METHOD to allow POSIX systems to use fork
Support mixed types in wandb.Table() with allow_mixed_types

🐛 Bug Fix

Fix potential leaked file due to log not being closed properly
Improve wandb verify to better handle network issues and report errors
Made file downloads more deterministic with respect to filesystem caches

0.10.17 (February 1, 2021)

🐛 Bug Fix

Fix regression seen with python 3.5
Silence vendored watchdog warnings on mac

0.10.16 (February 1, 2021)

💅 Enhancement

Artifacts now support parallel writers for large distributed workflows.
Artifacts support distributed tables for dataset visualization.
Improvements to PR templates
Added more type annotations
Vendored watchdog 0.9.0 removing it as a dependency
New documentation generator
Public api now has file.direct_url to avoid redirects for signed urls.

🐛 Bug Fix

Allow config-defaults.yaml to be overwritten when running sweeps
General bug fixes and improvements to wandb verify
Disabled widgets in Spyder IDE
Fixed WANDB_SILENT in Spyder IDE
Reference file:// artifacts respect the name attribute.

0.10.15 (January 24, 2021)

💅 Enhancement

Add wandb verify to troubleshoot local installs

🐛 Bug Fix

Fix tensorboard_sync issue writing to s3
Prevent git secrets from being stored
Disable verbose console messages when using moviepy
Fix artifacts with checkpoints to be more robust when overwriting files
Fix artifacts recycled id issue

0.10.14 (January 15, 2021)

💅 Enhancement

Add wandb.Audio support to Artifacts

🐛 Bug Fix

Fix wandb config regressions introduced in 0.10.13
Rollback changes supporting media with slashes in keys

0.10.13 (January 11, 2021)

💅 Enhancement

Add support for Mac M1 GPU monitoring
Add support for TPU monitoring
Add setting to disable sagemaker integration

🐛 Bug Fix

Fix tensorboard_sync with tensorboardX and tf1
Fix issues logging images with slashes
Fix custom charts issues
Improve error messages using wandb pull
Improve error messages with wandb.Table()
Make sure silent mode is silent
Fix wandb online to renable logging
Multiple artifact fixes

0.10.12 (December 3, 2020)

💅 Enhancement

Add Artifact.used_by and Artifact.logged_by
Validate type consistency when logging Artifacts
Enhance JoinedTable to not require downloaded assets
Add ability to recursively download dependent artifacts
Enable gradient logging with keras and tf2+
Validate pytorch models are passed to wandb.watch()
Improved docstrings for public methods / objects
Warn when image sequences are logged with different sizes

🐛 Bug Fix

Fix incorrectly generated filenames in summary
Fix anonymous mode to include the api key in URLs
Fix pickle issue with disabled mode
Fix artifact from_id query
Fix handling of Tables with different image paths

0.10.11 (November 18, 2020)

💅 Enhancement

Disable wandb logging with wandb disabled or wandb.init(mode="disabled")
Support cloning an artifact when logging wandb.Image()

🐛 Bug Fix

Multiple media artifact improvements and internal refactor
Improve handling of artifact errors
Fix issue where notebook name was ignored
Extend silent mode for jupyter logging
Fix issue where vendored libraries interfered with python path
Fix various exceptions (divide by zero, int conversion, TypeError)

0.10.10 (November 9, 2020)

💅 Enhancement

Added confusion matrix plot
Better jupyter messages with wandb.init()/reinit/finish

🐛 Bug Fix

Fix for fastai 2.1.5 (removed log_args)
Fixed media logging when directories are changed

0.10.9 (November 4, 2020)

💅 Enhancement

Added artifact media logging (alpha)
Add scriptable alerts
Add url attribute for sweep public api
Update docstrings for wandb sdk functions

🐛 Bug Fix

Fix cases where offline mode was making network connections
Fix issues with python sweeps and run stopping
Fix logging issue where we could accidently display an api key
Fix wandb login issues with malformed hosts
Allow wandb.restore() to be called without wandb.init()
Fix resuming (reusing run_id) with empty summary
Fix artitifact download issue
Add missing wandb.unwatch() function
Avoid creating spurious wandb directories
Fix collections import issue when using an old version of six

0.10.8 (October 22, 2020)

💅 Enhancement

Allow callables to be serialized

🐛 Bug Fix

Fix compatibility issue with python 3.9
Fix wandb sync failure introduced in 0.10.6
Improve python agent handling of failing runs
Fix rare condition where resuming runs does not work
Improve symlink handling when called in thread context
Fix issues when changing directories before calling wandb.init()

0.10.7 (October 15, 2020)

🐛 Bug Fix

Fix issue when checking for updated releases on pypi

0.10.6 (October 15, 2020)

🐛 Bug Fix

Make sure code saving is enabled in jupyter environments after login
Sweep agents have extended timeout for large sweep configs
Support WANDB_SILENT environment variable
Warn about missing python package when logging images
Fix wandb.restore() to apply diff patch
Improve artifact error messages
Fix loading of config-defaults.yaml and specified list of yaml config files

0.10.5 (October 7, 2020)

💅 Enhancement

Add new custom plots: wandb.plot.*
Add new python based sweep agent: wandb.agent()

🐛 Bug Fix

Console log fixes (tqdm on windows, fix close exceptions)
Add more attributes to the Run object (group, job_type, urls)
Fix sagemaker login issues
Fix issue where plots were not uploaded until the end of run

0.10.4 (September 29, 2020)

🐛 Bug Fix

Fix an issue where wandb.init(allow_val_change=) throws exception

0.10.3 (September 29, 2020)

💅 Enhancement

Added warning when trying to sync pre 0.10.0 run dirs
Improved jupyter support for wandb run syncing information

🐛 Bug Fix

Fix artifact download issues
Fix multiple issues with tensorboard_sync
Fix multiple issues with juypter/python sweeps
Fix issue where login was timing out
Fix issue where config was overwritten when resuming runs
Ported sacred observer to 0.10.x release
Fix predicted bounding boxes overwritten by ground truth boxes
Add missing save_code parameter to wandb.init()

0.10.2 (September 20, 2020)

💅 Enhancement

Added upload_file to API
wandb.finish() can be called without matching wandb.init()

🐛 Bug Fix

Fix issue where files were being logged to wrong parallel runs
Fix missing properties/methods -- as_dict(), sweep_id
Fix wandb.summary.update() not updating all keys
Code saving was not properly enabled based on UI settings
Tensorboard now logging images before end of program
Fix resume issues dealing with config and summary metrics

0.10.1 (September 16, 2020)

💅 Enhancement

Added sync_tensorboard ability to handle S3 and GCS files
Added ability to specify host with login
Improved artifact API to allow modifying attributes

🐛 Bug Fix

Fix codesaving to respect the server settings
Fix issue runing wandb.init() on restricted networks
Fix issue where we were ignoring settings changes
Fix artifact download issues

0.10.0 (September 11, 2020)

💅 Enhancement

Added history sparklines at end of run
Artifact improvements and API for linking
Improved offline support and syncing
Basic noop mode support to simplify testing
Improved windows/pycharm support
Run object has more modifiable properties
Public API supports attaching artifacts to historic runs

🐛 Bug Fix

Many bugs fixed due to simplifying logic

0.9.7 (September 8, 2020)

💅 Enhancement

New sacred observer available at wandb.sacred.WandbObserver
Improved artifact reference tracking for HTTP urls

🐛 Bug Fix

Print meaningful error message when runs are queried with summary instead of summary_metrics

0.9.6 (August 28, 2020)

💅 Enhancement

Sub paths of artifacts now expose an optional root directory argument to download()
Artifact.new_file accepts an optional mode argument
Removed legacy fastai docs as we're now packaged with fastai v2!

🐛 Bug Fix

Fix yaml parsing error handling logic
Bad spelling in torch docstring, thanks @mkkb473

0.9.5 (August 17, 2020)

💅 Enhancement

Remove unused y_probas in sklearn plots, thanks @dreamflasher
New deletion apis for artifacts

🐛 Bug Fix

Fix wandb restore when not logged in
Fix artifact download paths on Windows
Retry 408 errors on upload
Fix mask numeric types, thanks @numpee
Fix artifact reference naming mixup

0.9.4 (July 24, 2020)

💅 Enhancement

Default pytorch histogram logging frequency from 100 -> 1000 steps

🐛 Bug Fix

Fix multiple prompts for login when using the command line
Fix "no method rename_file" error
Fixed edgecase histogram calculation in PyTorch
Fix error in jupyter when saving session history
Correctly return artifact metadata in public api
Fix matplotlib / plotly rendering error

0.9.3 (July 10, 2020)

💅 Enhancement

New artifact cli commands!

wandb artifact put path_file_or_ref
wandb artifact get artifact:version
wandb artifact ls project_name

New artifact api commands!

wandb.log_artifact()
wandb.use_artifact()
wandb.Api().artifact_versions()
wandb.Api().run.used_artifacts()
wandb.Api().run.logged_artifacts()
wandb.Api().Artifact().file()

Improved syncing of large wandb-history.jsonl files for wandb sync
New Artifact.verify method to ensure the integrity of local artifacts
Better testing harness for api commands
Run directory now store local time instead of utc time in the name, thanks @aiyolo!
Improvements to our doc strings across the board.
wandb.Table now supports a dataframe argument for logging dataframes as tables!

🐛 Bug Fix

Artifacts work in python2
Artifacts default download locations work in Windows
GCS references now properly cache / download, thanks @yoks!
Fix encoding of numpy arrays to JSON
Fix string comparison error message

0.9.2 (June 29, 2020)

💅 Enhancement

Major overhaul of artifact caching
Configurable cache directory for artifacts
Configurable download directory for artifacts
New Artifact.verify method to ensure the integrity of local artifacts
use_artifact no longer requires type
Deleted artifacts can now be be recommitted
Lidar scenes now support vectors

🐛 Bug Fix

Fix issue with artifact downloads returning errors.
Segmentation masks now handle non-unint8 data
Fixed path parsing logic in api.runs()

0.9.1 (June 9, 2020)

🐛 Bug Fix

Fix issue where files were always logged to latest run in a project.
Fix issue where url was not display url on first call to wandb.init

0.9.0 (June 5, 2020)

🐛 Bug Fix

Handle multiple inits in Jupyter
Handle ValueError's when capturing signals, thanks @jsbroks
wandb agent handles rate limiting properly

💅 Enhancement

wandb.Artifact is now generally available!
feature_importances now supports CatBoost, thanks @neomatrix369

0.8.36 (May 11, 2020)

🐛 Bug Fix

Catch all exceptions when saving Jupyter sessions
validation_data automatically set in TF >= 2.2
implements* hooks now implemented in keras callback for TF >= 2.2

💅 Enhancement

Raw source code saving now disabled by default
We now support global settings on boot to enable code saving on the server
New code_save=True argument to wandb.init to enable code saving manually

0.8.35 (May 1, 2020)

🐛 Bug Fix

Ensure cells don't hang on completion
Fixed jupyter integration in PyCharm shells
Made session history saving handle None metadata in outputs

0.8.34 (Apr 28, 2020)

💅 Enhancement

Save session history in jupyter notebooks
Kaggle internet enable notification
Extend wandb.plots.feature_importances to work with more model types, thanks @neomatrix369!

🐛 Bug Fix

Code saving for jupyter notebooks restored
Fixed thread errors in jupyter
Ensure final history rows aren't dropped in jupyter

0.8.33 (Apr 24, 2020)

💅 Enhancement

Add default class labels for semantic segmentation
Enhance bounding box API to be similar to semantic segmentation API

🐛 Bug Fix

Increase media table rows to improve ROC/PR curve logging
Fix issue where pre binned histograms were not being handled properly
Handle nan values in pytorch histograms
Fix handling of binary image masks

0.8.32 (Apr 14, 2020)

💅 Enhancement

Improve semantic segmentation image mask logging

0.8.31 (Mar 19, 2020)

💅 Enhancement

Close all open files to avoice ResourceWarnings, thanks @CrafterKolyan!

🐛 Bug Fix

Parse "tensor" protobufs, fixing issues with tensorboard syncing in 2.1

0.8.30 (Mar 19, 2020)

💅 Enhancement

Add ROC, precision_recall, HeatMap, explainText, POS, and NER to wandb.plots
Add wandb.Molecule() logging
Capture kaggle runs for metrics
Add ability to watch from run object

🐛 Bug Fix

Avoid accidently picking up global debugging logs

0.8.29 (Mar 5, 2020)

💅 Enhancement

Improve bounding box annotations
Log active GPU system metrics
Only writing wandb/settings file if wandb init is called
Improvements to wandb local command

🐛 Bug Fix

Fix GPU logging on some devices without power metrics
Fix sweep config command handling
Fix tensorflow string logging

0.8.28 (Feb 21, 2020)

💅 Enhancement

Added code saving of main python module
Added ability to specify metadata for bounding boxes and segmentation masks

🐛 Bug Fix

Fix situations where uncommited data from wandb.log() is not persisted

0.8.27 (Feb 11, 2020)

🐛 Bug Fix

Fix dependency conflict with new versions of six package

0.8.26 (Feb 10, 2020)

💅 Enhancement

Add best metric and epoch to run summary with Keras callback
Added wandb.run.config_static for environments required pickled config

🐛 Bug Fix

Fixed regression causing failures with wandb.watch() and DataParallel
Improved compatibility with python 3.8
Fix model logging under windows

0.8.25 (Feb 4, 2020)

🐛 Bug Fix

Fix exception when using wandb.watch() in a notebook
Improve support for sparse tensor gradient logging on GPUs

0.8.24 (Feb 3, 2020)

🐛 Bug Fix

Relax version dependancy for PyYAML for users with old environments

0.8.23 (Feb 3, 2020)

💅 Enhancement

Added scikit-learn support
Added ability to specify/exclude specific keys when building wandb.config

🐛 Bug Fix

Fix wandb.watch() on sparse tensors
Fix incompatibilty with ray 0.8.1
Fix missing pyyaml requirement
Fix "W&B process failed to launch" problems
Improved ability to log large model graphs and plots

0.8.22 (Jan 24, 2020)

💅 Enhancement

Added ability to configure agent commandline from sweep config

🐛 Bug Fix

Fix fast.ai prediction logging
Fix logging of eager tensorflow tensors
Fix jupyter issues with logging notebook name and wandb.watch()

0.8.21 (Jan 15, 2020)

💅 Enhancement

Ignore wandb.init() specified project and entity when running a sweep

🐛 Bug Fix

Fix agent "flapping" detection
Fix local controller not starting when sweep is pending

0.8.20 (Jan 10, 2020)

💅 Enhancement

Added support for LightGBM
Added local board support (Experimental)
Added ability to modify sweep configuration
Added GPU power logging to system metrics

🐛 Bug Fix

Prevent sweep agent from failing continously when misconfigured

0.8.19 (Dec 18, 2019)

💅 Enhancement

Added beta support for ray/tune hyperopt search strategy
Added ability to specify max runs per agent
Improve experience starting a sweep without a project already created

🐛 Bug Fix

Fix repeated wandb.Api().Run(id).scan_history() calls get updated data
Fix early_terminate/hyperband in notebook/python environments

0.8.18 (Dec 4, 2019)

💅 Enhancement

Added min_step and max_step to run.scan_history for grabbing sub-sections of metrics
wandb.init(reinit=True) now automatically calls wandb.join() to better support multiple runs per process

🐛 Bug Fix

wandb.init(sync_tensorboard=True) works again for TensorFlow 2.0

0.8.17 (Dec 2, 2019)

💅 Enhancement

Handle tags being passed in as a string

🐛 Bug Fix

Pin graphql-core < 3.0.0 to fix install errors
TQDM progress bars update logs properly
Oversized summary or history logs are now dropped which prevents retry hanging

0.8.16 (Nov 21, 2019)

🐛 Bug Fix

Fix regression syncing some versions of Tensorboard since 0.8.13
Fix network error in Jupyter

0.8.15 (Nov 5, 2019)

🐛 Bug Fix

Fix calling wandb.init with sync_tensorboard multiple times in Jupyter
Fix RuntimeError race when using threads and calling wandb.log
Don't initialize Sentry when error reporting is disabled

💅 Enhancement

Added best_run() to wandb.sweep() public Api objects
Remove internal tracking keys from wandb.config objects in the public Api

0.8.14 (Nov 1, 2019)

🐛 Bug Fix

Improve large object warning when values reach maximum size
Warn when wandb.save isn't passed a string
Run stopping from the UI works since regressing in 0.8.12
Restoring a file that already exists locally works
Fixed TensorBoard incorrectly placing some keys in the wrong step since 0.8.10
wandb.Video only accepts uint8 instead of incorrectly converting to floats
SageMaker environment detection is now more robust
Resuming correctly populates config
wandb.restore respects root when run.dir is set #658
Calling wandb.watch multiple times properly namespaces histograms and graphs

💅 Enhancement

Sweeps now work in Windows!
Added sweep attribute to Run in the public api
Added sweep link to Jupyter and terminal output
TensorBoard logging now stores proper timestamps when importing historic results
TensorBoard logging now supports configuring rate_limits and filtering event types
Use simple output mirroring stdout doesn't have a file descriptor
Write wandb meta files to the system temp directory if the local directory isn't writable
Added beta api.reports to the public API
Added wandb.unwatch to remove hooks from pytorch models
Store the framework used in config._wandb

0.8.13 (Oct 15, 2019)

🐛 Bug Fix

Create nested directory when videos are logged from tensorboard namespaces
Fix race when using wandb.log async=True
run.summary acts like a proper dictionary
run.summary sub dictionaries properly render
handle None when passing class_colors for segmentation masks
handle tensorflow2 not having a SessionHook
properly escape args in windows
fix hanging login when in anonymode
tf2 keras patch now handles missing callbacks args

💅 Enhancement

Updates documentation autogenerated from docstrings in /docs
wandb.init(config=config_dict) does not update sweep specified parameters
wandb.config object now has a setdefaults method enabling improved sweep support
Improved terminal and jupyter message incorporating 🚀 emojii!
Allow wandb.watch to be called multiple times on different models
Improved support for watching multple tfevent files
Windows no longer requires wandb run simply run python script_name.py
wandb agent now works on windows.
Nice error message when wandb.log is called without a dict
Keras callback has a new log_batch_frequency for logging metrics every N batches

0.8.12 (Sep 20, 2019)

🐛 Bug Fix

Fix compatibility issue with python 2.7 and old pip dependencies

💅 Enhancement

Improved onboarding flow when creating new accounts and entering api_key

0.8.11 (Sep 19, 2019)

🐛 Bug Fix

Fix public api returning incorrect data when config value is 0 or False
Resumed runs no longer overwrite run names with run id

💅 Enhancement

Added recording of spell.run id in config

0.8.10 (Sep 13, 2019)

🐛 Bug Fix

wandb magic handles the case of tf.keras and keras being loaded
tensorboard logging won't drop steps if multiple loggers have different global_steps
keras gradient logging works in the latest tf.keras
keras validation_data is properly set in tensorflow 2
wandb pull command creates directories if they don't exist, thanks @chmod644
file upload batching now asserts a minimum size
sweeps works in python2 again
scan_history now iterates the full set of points
jupyter will run local mode if credentials can't be obtained

💅 Enhancement

Sweeps can now be run from within jupyter / directly from python! https://docs.wandb.com/sweeps/python
New openai gym integration will automatically log videos, enabled with the monitor_gym keyword argument to wandb.init
Ray Tune logging callback in wandb.ray.WandbLogger
New global config file in ~/.config/wandb for global settings
Added tests for fastai, thanks @borisdayma
Public api performance enhancements
Deprecated username in favor of enitity in the public api for consistency
Anonymous login support enabled by default
New wandb.login method to be used in jupyter enabling anonymous logins
Better dependency error messages for data frames
Initial integration with spell.run
All images are now rendered as PNG to avoid JPEG artifacts
Public api now has a projects field

0.8.9 (Aug 19, 2019)

🐛 Bug Fix

run.summary updates work in jupyter before log is called
don't require numpy to be installed
Setting nested keys in summary works
notebooks in nested directories are properly saved
Don't retry 404's / better error messaging from the server
Strip leading slashes when loading paths in the public api

💅 Enhancement

Small files are batch uploaded as gzipped tarballs
TensorBoardX gifs are logged to wandb

0.8.8 (Aug 13, 2019)

🐛 Bug Fix

wandb.init properly handles network failures on startup
Keras callback only logs examples if data_type or input_type is set
Fix edge case PyTorch model logging bug
Handle patching tensorboard multiple times in jupyter
Sweep picks up config.yaml from the run directory
Dataframes handle integer labels
Handle invalid JSON when querying jupyter servers

💅 Enhancement

fastai uses a fixed seed for example logging
increased the max number of images for fastai callback
new wandb.Video tag for logging video
sync=False argument to wandb.log moves logging to a thread
New local sweep controller for custom search logic
Anonymous login support for easier onboarding
Calling wandb.init multiple times in jupyter doesn't error out

0.8.7 (Aug 7, 2019)

🐛 Bug Fix

keras callback no longer guesses input_type for 2D data
wandb.Image handles images with 1px height

💅 Enhancement

wandb Public API now has run.scan_history to return all history rows
wandb.config prints helpful errors if used before calling init
wandb.summary prints helpful errors if used before calling init
filestream api points to new url on the backend

0.8.6 (July 31, 2019)

🐛 Bug Fix

fastai callback uses the default monitor instead of assuming val_loss
notebook introspections handles error cases and doesn't print stacktrace on failure
Don't print description warning when setting name
Fixed dataframe logging error with the keras callback
Fixed line offsets in logs when resuming runs
wandb.config casts non-builtins before writing to yaml
vendored backports.tempfile to address missing package on install

💅 Enhancement

Added api.sweep to the python export api for querying sweeps
Added WANDB_NOTEBOOK_NAME for specifying the notebook name in cases we can't infer it
Added WANDB_HOST to override hostnames
Store if a run was run within jupyter
wandb now supports stopping runs from the web ui
Handle floats passed as step to wandb.log
wandb.config has full unicode support
sync the main file to wandb if code saving is enabled and it's untracked by git
XGBoost callback: wandb.xgboost.wandb_callback()

0.8.5 (July 12, 2019)

🐛 Bug Fix

Fixed plotly charts with large numpy arrays not rendering
wandb docker works when nvidia is present
Better error when non string keys are sent to log
Relaxed pyyaml dependency to fix AMI installs
Magic works in jupyter notebooks.

💅 Enhancement

New preview release of auto-dataframes for Keras
Added input_type and output_type to the Keras callback for simpler config
public api supports retrieving specific keys and custom xaxis

0.8.4 (July 8, 2019)

🐛 Bug Fix

WANDB_IGNORE_GLOBS is respected on the final scan of files
Unified run.id, run.name, and run.notes across all apis
Handle funky terminal sizes when setting up our psuedo tty
Fixed Jupyter notebook introspection logic
run.summary.update() persists changes to the server
tensorboard syncing is robust to invalid histograms and truncated files

💅 Enhancement

preview release of magic, calling wandb.init(magic=True) should automatically track config and metrics when possible
cli now supports local installs of the backend
fastai callback supports logging example images

0.8.3 (June 26, 2019)

🐛 Bug Fix

image logging works in Windows
wandb sync handles tfevents with a single timestep
fix incorrect command in overview page for running runs
handle histograms with > 512 bins when streaming tensorboard
better error message when calling wandb sync on a file instead of a directory

💅 Enhancement

new helper function for handling hyperparameters in sweeps wandb.config.user_items()
better mocking for improved testing

0.8.2 (June 20, 2019)

🐛 Bug Fix

entity is persisted on wandb.run when queried from the server
tmp files always use the temporary directory to avoid syncing
raise error if file shrinks while uploading
images log properly in windows
upgraded pyyaml requirement to address CVE
no longer store a history of rows to prevent memory leak

💅 Enhancement

summary now supports new dataframe format
WANDB_SILENT environment variable writes all wandb messages to debug.log
Improved error messages for windows and tensorboard logging
output.log is uploaded at the end of each run
metadata, requirements, and patches are uploaded at the beginning of a run
when not running from a git repository, store the main python file
added WANDB_DISABLE_CODE to prevent diffing and code saving
when running in jupyter store the name of the notebook
auto-login support for colab
store url to colab notebook
store the version of this library in config
store sys.executable in metadata
fastai callback no longer requires path
wandb.init now accepts a notes argument
The cli replaced the message argument with notes and name

0.8.1 (May 23, 2019)

🐛 Bug Fix

wandb sync handles tensorboard embeddings
wandb sync correctly handles images in tensorboard
tf.keras correctly handles single input functional models
wandb.Api().runs returns an iterator that's reusable
WANDB_DIR within a hidden directory doesn't prevent syncing
run.files() iterates over all files
pytorch recurssion too deep error

💅 Enhancement

wandb sync accepts an --ignore argument with globs to skip files
run.summary now has an items() method for iterating over all keys

0.8.0 (May 17, 2019)

🐛 Bug Fix

Better error messages on access denied
Better error messages when optional packages aren't installed
Urls printed to the termial are url-escaped
Namespaced tensorboard events work with histograms
Public API now retries on failures and re-uses connection pool
Catch git errors when remotes aren't pushed to origin
Moved keras graph collection to on_train_begin to handle unbuilt models
Handle more cases of not being able to save weights
Updates to summary after resuming are persisted
PyTorch histc logging fixed in 0.4.1
Fixed wandb sync tensorboard import

💅 Enhancement

wandb.init(tensorboard=True) works with Tensorflow 2 and Eager Execution
wandb.init(tensorboard=True) now works with tb-nightly and PyTorch
Automatically log examples with tf.keras by adding missing validation_data
Socket only binds to localhost for improved security and prevents firewall warnings in OSX
Added user object to public api for getting the source user
Added run.display_name to the public api
Show display name in console output
Added --tags, --job_group, and --job_type to wandb run
Added environment variable for minimum time to run before considering crashed
Added flake8 tests to CI, thanks @cclauss!

0.7.3 (April 15, 2019)

🐛 Bug Fix

wandb-docker-run accepts image digests
keras callback works in tensorflow2-alpha0
keras model graph now puts input layer first

💅 Enhancement

PyTorch log frequency added for gradients and weights
PyTorch logging performance enhancements
wandb.init now accepts a name parameter for naming runs
wandb.run.name reflects custom display names
Improvements to nested summary values
Deprecated wandb.Table.add_row in favor of wandb.Table.add_data
Initial support for a fast.ai callback thanks to @borisdayma!

0.7.2 (March 19, 2019)

🐛 Bug Fix

run.get_url resolves the default entity if one wasn't specified
wandb restore accepts run paths with only slashes
Fixed PyYaml deprecation warnings
Added entrypoint shell script to manifest
Strip newlines from cuda version

0.7.1 (March 14, 2019)

🐛 Bug Fix

handle case insensitive docker credentials
fix app_url for private cloud login flow
don't retry 404's when starting sweep agents

0.7.0 (February 28, 2019)

🐛 Bug Fix

ensure DNS lookup failures can't prevent startup
centralized debug logging
wandb agent waits longer to send a SIGKILL after sending SIGINT

💅 Enhancement

support for logging docker images with the WANDB_DOCKER env var
WANDB_DOCKER automatically set when run in kubernetes
new wandb-docker-run command to automatically set env vars and mount code
wandb.restore supports launching docker for runs that ran with it
python packages are now recorded and saved in a requirements.txt file
cpu_count, gpu_count, gpu, os, and python version stored in wandb-metadata.json
the export api now supports docker-like paths, i.e. username/project:run_id
better first time user messages and login info

0.6.35 (January 29, 2019)

🐛 Bug Fix

Improve error reporting for sweeps

0.6.34 (January 23, 2019)

🐛 Bug Fix

fixed Jupyter logging, don't change logger level
fixed resuming in Jupyter

💅 Enhancement

wandb.init now degrades gracefully if a user hasn't logged in to wandb
added a force flag to wandb.init to require a machine to be logged in
Tensorboard and TensorboardX logging is now automatically instrumented when enabled
added a tensorboard to wandb.init which patches tensorboard for logging
wandb.save handles now accepts a base path to files in sub directories
wandb.tensorflow and wandb.tensorboard can now be accessed without directly importing
wandb sync will now traverse a wandb run directory and sync all runs

0.6.33 (January 22, 2019)

🐛 Bug Fix

Fixed race where wandb process could hang at the end of a run

0.6.32 (December 22, 2018)

🐛 Bug Fix

Fix resuming in Jupyter on kernel restart
wandb.save ensures files are pushed regardless of growth

💅 Enhancement

Added replace=True keyword to init for auto-resuming
New run.resumed property that can be used to detect if we're resuming
New run.step property to use for setting an initial epoch on resuming
Made Keras callback save the best model as it improves

0.6.31 (December 20, 2018)

🐛 Bug Fix

Really don't require numpy
Better error message if wandb.log is called before wandb.init
Prevent calling wandb.watch multiple times
Handle datetime attributes in logs / plotly

💅 Enhancement

Add environment to sweeps
Enable tagging in the public API and in wandb.init
New media type wandb.Html for logging arbitrary html
Add Public api.create_run method for custom integrations
Added glob support to wandb.save, files save as they're written to
Added wandb.restore for pulling files on resume

0.6.30 (December 6, 2018)

🐛 Bug Fix

Added a timeout for generating diffs on large repos
Fixed edge case where file syncing could hang
Ensure all file changes are captured before exit
Handle cases of sys.exit where code isn't passed
Don't require numpy

💅 Enhancement

New wandb sync command that pushes a local directory to the cloud
Support for syncing tfevents file during training
Detect when running as TFJob and auto group
New Kubeflow module with initial helpers for pipelines

0.6.29 (November 26, 2018)

🐛 Bug Fix

Fixed history / summary bug

0.6.28 (November 24, 2018)

💅 Enhancement

Initial support for AWS SageMaker
hook_torch renamed to watch with a deprecation warning
Projects are automatically created if they don't exist
Additional GPU memory_allocated metric added
Keras Graph stores edges

🐛 Bug Fix

PyTorch graph parsing is more robust
Fixed PyTorch 0.3 support
File download API supports WANDB_API_KEY authentication

0.6.27 (November 13, 2018)

💅 Enhancement

Sweeps work with new backend (early release).
Summary tracks all history metrics unless they're overridden by directly writing to summary.
Files support in data API.

🐛 Bug Fix

Show ongoing media file uploads in final upload progress.

0.6.26 (November 9, 2018)

💅 Enhancement

wandb.Audio supports duration

🐛 Bug Fix

Pass username header in filestream API

0.6.25 (November 8, 2018)

💅 Enhancement

New wandb.Audio data type.
New step keyword argument when logging metrics
Ability to specify run group and job type when calling wandb.init() or via environment variables. This enables automatic grouping of distributed training runs in the UI
Ability to override username when using a service account API key

🐛 Bug Fix

Handle non-tty environments in Python2
Handle non-existing git binary
Fix issue where sometimes the same image was logged twice during a Keras step

0.6.23 (October 19, 2018)

💅 Enhancement

PyTorch
- Added a new wandb.hook_torch method which records the graph and logs gradients & parameters of pytorch models
- wandb.Image detects pytorch tensors and uses torchvision.utils.make_grid to render the image.

🐛 Bug Fix

wandb restore handles the case of not being run from within a git repo.

0.6.22 (October 18, 2018)

🐛 Bug Fix

We now open stdout and stderr in raw mode in Python 2 ensuring tools like bpdb work.

0.6.21 (October 12, 2018)

💅 Enhancement

Catastrophic errors are now reported to Sentry unless WANDB_ERROR_REPORTING is set to false
Improved error handling and messaging on startup

0.6.20 (October 5, 2018)

🐛 Bug Fix

The first image when calling wandb.log was not being written, now it is
wandb.log and run.summary now remove whitespace from keys

0.6.19 (October 5, 2018)

🐛 Bug Fix

Vendored prompt_toolkit < 1.0.15 because the latest ipython is pinned > 2.0
Lazy load wandb.h5 only if summary is accessed to improve Data API performance

💅 Enhancement

Jupyter
- Deprecated wandb.monitor in favor of automatically starting system metrics after the first wandb.log call
- Added new %%wandb jupyter magic method to display live results
- Removed jupyter description iframe
The Data API now supports per_page and order options to the api.runs method
Initial support for wandb.Table logging
Initial support for matplotlib logging

Files

CHANGELOG.md

Latest commit

History

CHANGELOG.md

File metadata and controls

0.13.10 (February 7, 2023)

🪄 Enhancements

🔨 Fixes

📚 Docs

⚙️ Dev

💅 Cleanup

0.13.9 (January 11, 2023)

🔨 Fixes

0.13.8 (January 10, 2023)

🪄 Enhancements

🔨 Fixes

📚 Docs

⚙️ Dev

💅 Cleanup

New Contributors

0.13.7 (December 14, 2022)

🔨 Fixes

0.13.6 (December 6, 2022)

🪄 Enhancements

🔨 Fixes

📚 Docs

⚙️ Dev

💅 Cleanup

New Contributors

0.13.5 (November 3, 2022)

🪄 Enhancements

🔨 Fixes

⚙️ Dev

💅 Cleanup

New Contributors

0.13.4 (October 5, 2022)

🪄 Enhancements

🔨 Fixes

⚙️ Dev

💅 Cleanup

New Contributors

0.13.3 (September 8, 2022)

💅 Enhancement

🧹 Cleanup

🐛 Bug Fix

New Contributors

0.13.2 (August 22, 2022)

🐛 Bug Fix

0.13.1 (August 5, 2022)

🐛 Bug Fix

0.13.0 (August 4, 2022)

💅 Enhancement

🐛 Bug Fix

🧹 Cleanup

New Contributors

0.12.21 (July 5, 2022)

💅 Enhancement

🐛 Bug Fix

🧹 Cleanup

New Contributors

0.12.20 (June 29, 2022)

🐛 Bug Fix

0.12.19 (June 22, 2022)

🐛 Bug Fix

0.12.18 (June 9, 2022)

💅 Enhancement

🐛 Bug Fix

🧹 Cleanup

New Contributors

0.12.17 (May 26, 2022)

🐛 Bug Fix

0.12.16 (May 3, 2022)

💅 Enhancement

🐛 Bug Fix

🧹 Cleanup

New Contributors

0.12.15 (April 21, 2022)

💅 Enhancement

0.12.14 (April 8, 2022)