Weights and Biases Versions Save

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

v0.16.6

1 month ago

What's Changed

Added

Added support for overriding kaniko builder settings in the agent config by @TimH98 in https://github.com/wandb/wandb/pull/7191
Added link to the project workspace of a run in the footer by @kptkin in https://github.com/wandb/wandb/pull/7276
Added support for overriding stopped run grace period in the agent config by @TimH98 in https://github.com/wandb/wandb/pull/7281
Added setting (_disable_update_check) to disable version checks during init by @kptkin in https://github.com/wandb/wandb/pull/7287
WandbLogger.sync in the OpenAI Fine-Tuning integration gets a new log_datasets boolean argument to turn off automatic logging of datasets to Artifacts by @morganmcg1 in https://github.com/wandb/wandb/pull/7150
Reduced default status print frequency of launch agent. Added verbosity controls to allow for increased status print frequency and printing debug information to stdout by @TimH98 in https://github.com/wandb/wandb/pull/7126

Changed

Limit policy option on artifact cli's put() to choices, ["mutable", "immutable"] by @ibindish in https://github.com/wandb/wandb/pull/7172
Updated artifact public api methods to handle nullable Project field on the ArtifactSequence/ArtifactCollection type, based on gorilla server changes by @ibindlish in https://github.com/wandb/wandb/pull/7201

Fixed

Fixed run.save() not working with files inside run.dir, introduced in previous release
Fixed wandb.login causing runs not to be associated with launch queue by @KyleGoyette in https://github.com/wandb/wandb/pull/7280
Fixed job artifact download failing silently and causing run crash when using W&B Launch by @KyleGoyette https://github.com/wandb/wandb/pull/7285
Fix handling of saving training files to Artifacts in the OpenAI Fine-Tuning integration by @morganmcg1 in https://github.com/wandb/wandb/pull/7150

v0.16.5

1 month ago

What's Changed

Added

Added feature to move staging files to cache (instead of copying) for mutable artifact file uploads when caching is enabled by @ibindlish in https://github.com/wandb/wandb/pull/7143
Added support to skip caching files to the local filesystem while uploading files to artifacts by @ibindlish in https://github.com/wandb/wandb/pull/7098
Added support to skip staging artifact files during upload by selecting a storage policy by @ibindlish in https://github.com/wandb/wandb/pull/7142
Preliminary support for forking a run using wandb.init(fork_from=...) by @dannygoldstein in https://github.com/wandb/wandb/pull/7078
run.save() accepts pathlib.Path values; by @timoffex in https://github.com/wandb/wandb/pull/7146

Changed

When printing the run link point to the workspace explicitly by @kptkin in https://github.com/wandb/wandb/pull/7132

Fixed

In case of transient server issues when creating the wandb API key kubernetes secret, we'll retry up to 5 times by @TimH98 in https://github.com/wandb/wandb/pull/7108

Removed

When printing run's information in the terminal remove links to jobs by @kptkin in https://github.com/wandb/wandb/pull/7132

New Contributors

@tsahota made their first contribution in https://github.com/wandb/wandb/pull/7167

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.4...v0.16.5

v0.16.4

2 months ago

What's Changed

:magic_wand: Enhancements

feat(artifacts): Add ability to change artifact collection types by @biaslucas in https://github.com/wandb/wandb/pull/6971
feat(launch): add support for installing deps from pyproject.toml by @bcsherma in https://github.com/wandb/wandb/pull/6964
feat(sdk): Use a hard-coded limit for requests to the backend by @timoffex in https://github.com/wandb/wandb/pull/7058
feat(sdk): Respect backpressure headers from backend by @timoffex in https://github.com/wandb/wandb/pull/7065
feat(sdk): Rate-limit GraphQL and filestream separately by @timoffex in https://github.com/wandb/wandb/pull/7089
feat(launch): support kaniko build with user-provided pvc and docker config by @bcsherma in https://github.com/wandb/wandb/pull/7059
feat(sdk): W&B to W&B Importer by @andrewtruong in https://github.com/wandb/wandb/pull/6897

:hammer: Fixes

fix(launch): Fix passing of template variables in the sweeps-on-launch scheduler by @dannygoldstein in https://github.com/wandb/wandb/pull/6959
fix(core): link job artifact to a run to be specified as input by @kptkin in https://github.com/wandb/wandb/pull/6940
fix(launch): Fix sagemaker entrypoint to use given entrypoint by @KyleGoyette in https://github.com/wandb/wandb/pull/6969
fix(core): parse upload headers correctly by @kptkin in https://github.com/wandb/wandb/pull/6983
fix(core): properly propagate server errors by @kptkin in https://github.com/wandb/wandb/pull/6944
fix(core): make file upload faster by using parallelism by @kptkin in https://github.com/wandb/wandb/pull/6975
fix(core): don't send git data if it's not populated by @kptkin in https://github.com/wandb/wandb/pull/6984
fix(sdk): fix console logging resumption, avoid overwrite by @kptkin in https://github.com/wandb/wandb/pull/6963
fix(cli): remove hostname validation when using --host on wandb login by @Jamil in https://github.com/wandb/wandb/pull/6999
fix(sdk): Don't discard past visualizations when resuming a run by @timoffex in https://github.com/wandb/wandb/pull/7005
fix(core): avoid retrying on conflict status code by @kptkin in https://github.com/wandb/wandb/pull/7011
fix(sdk): Fix visualization config merging for resumed runs in wandb-core by @timoffex in https://github.com/wandb/wandb/pull/7012
fix(core): replace usage of standard library's json with segmentio's by @kptkin in https://github.com/wandb/wandb/pull/7027
fix(core): remove stderr as writer for the logs by @kptkin in https://github.com/wandb/wandb/pull/7022
fix(core): disable negative steps from initialization by @kptkin in https://github.com/wandb/wandb/pull/7030
fix(sdk): Report API: Fix report loading in pydantic26 by @andrewtruong in https://github.com/wandb/wandb/pull/6988
fix(artifacts): Revert "make upload request async to support progress reporting (#6497)" by @jlzhao27 in https://github.com/wandb/wandb/pull/7049
fix(launch): Fix entrypoint specification when using a Dockerfile.wandb by @KyleGoyette in https://github.com/wandb/wandb/pull/7080
fix(sdk): fix stream releasing probe handle too early by @jlzhao27 in https://github.com/wandb/wandb/pull/7056
fix(launch): Always attempt to pull latest image for local container by @KyleGoyette in https://github.com/wandb/wandb/pull/7079

New Contributors

@Jamil made their first contribution in https://github.com/wandb/wandb/pull/6999

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.3...v0.16.4

v0.16.3

3 months ago

What's Changed

:magic_wand: Enhancements

feat(core): generate data type info in core by @dmitryduev in https://github.com/wandb/wandb/pull/6827
feat(core): add support for Launch 🚀 by @kptkin in https://github.com/wandb/wandb/pull/6822
feat(public-api): Added option to control number of grouped sampled runs in reports by @thanos-wandb in https://github.com/wandb/wandb/pull/6840
feat(sdk): add shared mode to enable multiple independent writers to the same run by @dmitryduev in https://github.com/wandb/wandb/pull/6882
perf(artifacts): Reduce artifact download latency via optional cache copy + threads by @biaslucas in https://github.com/wandb/wandb/pull/6878
feat(artifacts): Add partial file downloads, via directory prefix by @biaslucas in https://github.com/wandb/wandb/pull/6911
feat(integrations): Update the Diffusers Integration by @soumik12345 in https://github.com/wandb/wandb/pull/6804
feat(integrations): Update Ultralytics Integration by @soumik12345 in https://github.com/wandb/wandb/pull/6796
feat(integrations): Add Pytorch Lightning Fabric Logger by @ash0ts in https://github.com/wandb/wandb/pull/6919
feat(core): update go packages by @kptkin in https://github.com/wandb/wandb/pull/6908

:hammer: Fixes

fix(launch): Remove project and runner fields from agent config by @KyleGoyette in https://github.com/wandb/wandb/pull/6818
fix(launch): recognize deleted k8s jobs as failed by @bcsherma in https://github.com/wandb/wandb/pull/6824
fix(launch): warn of extra fields in environment block instead of erroring by @bcsherma in https://github.com/wandb/wandb/pull/6833
fix(sdk): entity override bug where ENVVAR is prioritized over kwargs by @biaslucas in https://github.com/wandb/wandb/pull/6843
fix(launch): Local container runner doesn't ignore override args by @TimH98 in https://github.com/wandb/wandb/pull/6844
fix(sdk): merge-update config with sweep/launch config by @dannygoldstein in https://github.com/wandb/wandb/pull/6841
fix(sdk): fix retry logic in wandb-core and system_tests conftest by @dmitryduev in https://github.com/wandb/wandb/pull/6847
fix(core): use RW locks in system monitor's assets management by @dmitryduev in https://github.com/wandb/wandb/pull/6852
fix(launch): set build context to entrypoint dir if it contains Dockerfile.wandb by @bcsherma in https://github.com/wandb/wandb/pull/6855
security(launch): Mount wandb api key in launch job pods from a k8s secret by @TimH98 in https://github.com/wandb/wandb/pull/6722
fix(launch): wandb job create should not look for requirements.txt if Dockerfile.wandb is next to entrypoint by @bcsherma in https://github.com/wandb/wandb/pull/6861
fix(sdk): fix _parse_path when only id is passed to wandb.Api().run() by @luisbergua in https://github.com/wandb/wandb/pull/6858
fix(media): Update video.py: Fix fps bug by @stellargo in https://github.com/wandb/wandb/pull/6887
fix(sdk): clean up temp folders by @dmitryduev in https://github.com/wandb/wandb/pull/6891
fix(artifacts): fix long artifact paths on Windows by @ArtsiomWB in https://github.com/wandb/wandb/pull/6846
fix(sdk): Update Report API to work with pydantic2.6 by @andrewtruong in https://github.com/wandb/wandb/pull/6925
fix(launch): fetch all commits to enable checking out by sha by @bcsherma in https://github.com/wandb/wandb/pull/6926
fix(sweeps): dont swallow exceptions in pyagent by @dannygoldstein in https://github.com/wandb/wandb/pull/6927
fix(artifacts): artifact file upload progress in nexus by @ibindlish in https://github.com/wandb/wandb/pull/6939
fix(sdk): exercise caution in system monitor when rocm-smi is installed on a system with no amd gpus by @dmitryduev in https://github.com/wandb/wandb/pull/6938
fix(cli): typo in cli.py by @eltociear in https://github.com/wandb/wandb/pull/6892
fix(launch): remove deadsnakes from accelerator build step by @bcsherma in https://github.com/wandb/wandb/pull/6933

:books: Docs

docs(sdk): update sweep docstrings by @ngrayluna in https://github.com/wandb/wandb/pull/6830
docs(sdk): Updates the Tables reference docs. by @katjacksonWB in https://github.com/wandb/wandb/pull/6880
docs(sdk): Artifact docstrings PR by @ngrayluna in https://github.com/wandb/wandb/pull/6825

New Contributors

@biaslucas made their first contribution in https://github.com/wandb/wandb/pull/6843
@stellargo made their first contribution in https://github.com/wandb/wandb/pull/6887
@timoffex made their first contribution in https://github.com/wandb/wandb/pull/6916

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.2...v0.16.3

v0.16.2

4 months ago

What's Changed

:magic_wand: Enhancements

feat(nexus): refactor store logic and add store writer by @kptkin in https://github.com/wandb/wandb/pull/6678
feat(nexus): add AMD GPU monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6606
feat(nexus): add console log file upload by @kptkin in https://github.com/wandb/wandb/pull/6669
feat(launch): add registry uri field to builders by @bcsherma in https://github.com/wandb/wandb/pull/6626
feat(core): add wandb beta sync feature to upload runs to W&B by @kptkin in https://github.com/wandb/wandb/pull/6620
feat(launch): CLI supports allow-listed queue parameters by @TimH98 in https://github.com/wandb/wandb/pull/6679
feat(core): add support for requirements and patch.diff by @kptkin in https://github.com/wandb/wandb/pull/6721
feat(core): capture SLURM-related env vars in metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6710
feat(launch): --priority flag on wandb launch command to specify priority when enqueuing jobs. by @nickpenaranda in https://github.com/wandb/wandb/pull/6705
feat(sdk): add verify feature to wandb login by @dmitryduev in https://github.com/wandb/wandb/pull/6747
feat(launch): Sweeps on Launch honors selected job priority for sweep runs by @nickpenaranda in https://github.com/wandb/wandb/pull/6756
feat(core): 🦀 commence operation SDKrab 🦀 by @dmitryduev in https://github.com/wandb/wandb/pull/6000
feat(artifacts): make upload request async to support progress reporting by @jlzhao27 in https://github.com/wandb/wandb/pull/6497
feat(core): add TensorBoard log dir watcher by @kptkin in https://github.com/wandb/wandb/pull/6769
feat(core): upload wandb-summary.json and config.yaml files by @kptkin in https://github.com/wandb/wandb/pull/6781

:hammer: Fixes

fix(nexus): update error message and remove extra by @kptkin in https://github.com/wandb/wandb/pull/6667
fix(nexus): clean up issues with file sending by @kptkin in https://github.com/wandb/wandb/pull/6677
fix(core): add jitter to retry clients' backoff strategy by @dmitryduev in https://github.com/wandb/wandb/pull/6706
fix(artifacts): only skip file download if digest matches by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6694
fix(core): fix resume and add tests by @dmitryduev in https://github.com/wandb/wandb/pull/6714
fix(launch): capture errors from the creation of k8s job from yaml by @bcsherma in https://github.com/wandb/wandb/pull/6730
fix(launch): Get default entity before checking template vars by @TimH98 in https://github.com/wandb/wandb/pull/6745
fix(artifacts): remove run creation for artifact downloads if not using core by @ibindlish in https://github.com/wandb/wandb/pull/6746
fix(artifacts): Retrieve ETag for ObjectVersion instead of Object for versioned buckets by @ibindlish in https://github.com/wandb/wandb/pull/6759
fix(artifacts): revert #6759 and read object version etag in place by @ibindlish in https://github.com/wandb/wandb/pull/6774
fix(core): put back the upload file count by @kptkin in https://github.com/wandb/wandb/pull/6767
fix(core): add send cancel request to sender by @dmitryduev in https://github.com/wandb/wandb/pull/6787
fix(core): check errors in memory monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6790
fix(sdk): add job_type flag in CLI to allow override of job_type by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6523
fix(integrations): Handle ultralytics utils import refactor by @jthetzel in https://github.com/wandb/wandb/pull/6741
fix(core): download artifacts with wandb-core without an active run by @dmitryduev in https://github.com/wandb/wandb/pull/6798
fix(sdk): fix error logging matplotlib scatter plot if the minimum version of plotly library is not met by @walkingmug in https://github.com/wandb/wandb/pull/6724
fix(sdk): allow overriding the default .netrc location with NETRC env var by @dmitryduev in https://github.com/wandb/wandb/pull/6708

:books: Docs

docs(sdk): Corrected description for email field by @ngrayluna in https://github.com/wandb/wandb/pull/6716
docs(core): update the README-libwandb-cpp.md doc by @NinoRisteski in https://github.com/wandb/wandb/pull/6794

New Contributors

@jthetzel made their first contribution in https://github.com/wandb/wandb/pull/6741
@walkingmug made their first contribution in https://github.com/wandb/wandb/pull/6724

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.1...v0.16.2

v0.16.1

5 months ago

What's Changed

:magic_wand: Enhancements

perf(artifacts): remove recursive download by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6544
feat(nexus): add debounce summary in handler by @kptkin in https://github.com/wandb/wandb/pull/6570
feat(integrations): fix bug in ultralytics import and version pinning by @soumik12345 in https://github.com/wandb/wandb/pull/6605
feat(launch): Support template variables when queueing launch runs by @KyleGoyette in https://github.com/wandb/wandb/pull/6602
feat(cli): add --skip-console option to offline sync cli command by @kptkin in https://github.com/wandb/wandb/pull/6557
feat(nexus): add basic graphql versioning mechanism by @dmitryduev in https://github.com/wandb/wandb/pull/6624
feat(nexus): add Apple M* GPU stats monitoring by @dmitryduev in https://github.com/wandb/wandb/pull/6619
feat(launch): add helper to load wandb.Config from env vars by @bcsherma in https://github.com/wandb/wandb/pull/6644
feat(integrations): port OpenAI WandbLogger for openai-python v1.0 by @ayulockin in https://github.com/wandb/wandb/pull/6498
feat(integrations): fix version check for openAI WandbLogger by @ayulockin in https://github.com/wandb/wandb/pull/6648
feat(integrations): Diffusers autologger by @soumik12345 in https://github.com/wandb/wandb/pull/6561
feat(sdk): Adding parameter to image to specify file type jpg, png, bmp, gif by @fdsig in https://github.com/wandb/wandb/pull/6280

:hammer: Fixes

fix(nexus): make offline sync work properly by @dmitryduev in https://github.com/wandb/wandb/pull/6569
fix(launch): Fix run existence check to not depend on files being uploaded in the run by @KyleGoyette in https://github.com/wandb/wandb/pull/6548
fix(launch): gcp storage uri verifaction failed due to improper async wrapping by @bcsherma in https://github.com/wandb/wandb/pull/6581
fix(sdk): updating summary with nested dicts now doesn't throw an error by @ArtsiomWB in https://github.com/wandb/wandb/pull/6578
fix(launch): Add prioritization mode to RunQueue create by @TimH98 in https://github.com/wandb/wandb/pull/6610
fix(nexus): create symlink to the server logs in the runs folder by @kptkin in https://github.com/wandb/wandb/pull/6628
fix(integrations): single value problem in wandb/wandb_torch.py::log_tensor_stats by @gmongaras in https://github.com/wandb/wandb/pull/6640
fix(integrations): tmin vs tmax in wandb/wandb_torch.py::log_tensor_stats by @dmitryduev in https://github.com/wandb/wandb/pull/6641
fix(nexus): minor fix up for non server cases by @kptkin in https://github.com/wandb/wandb/pull/6645
fix(sdk): make old settings more robust by @dmitryduev in https://github.com/wandb/wandb/pull/6654
fix(sdk): handle tags when resuming a run by @dmitryduev in https://github.com/wandb/wandb/pull/6660

:books: Docs

docs(integrations): fix doc-string typo in a keras callback by @evilpegasus in https://github.com/wandb/wandb/pull/6586

New Contributors

@evilpegasus made their first contribution in https://github.com/wandb/wandb/pull/6586
@yogeshg made their first contribution in https://github.com/wandb/wandb/pull/6573
@gmongaras made their first contribution in https://github.com/wandb/wandb/pull/6640

Full Changelog: https://github.com/wandb/wandb/compare/v0.16.0...v0.16.1

v0.16.0

6 months ago

What's Changed

:magic_wand: Enhancements

feat(nexus): add nested config support by @kptkin in https://github.com/wandb/wandb/pull/6417
feat(nexus): finish artifact saver by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6296
feat(nexus): add sync file counts in the footer by @dmitryduev in https://github.com/wandb/wandb/pull/6371
feat(nexus): implement directory watcher and related functionality by @kptkin in https://github.com/wandb/wandb/pull/6257
feat(launch): run agent on an event loop by @bcsherma in https://github.com/wandb/wandb/pull/6384
feat(nexus): add sampled history by @kptkin in https://github.com/wandb/wandb/pull/6492
feat(artifacts): prototype for models api by @ibindlish in https://github.com/wandb/wandb/pull/6205
perf(launch): register sweep scheduler virtual agents async by @bcsherma in https://github.com/wandb/wandb/pull/6488
feat(nexus): make file uploads work with local by @dmitryduev in https://github.com/wandb/wandb/pull/6509
feat(sdk): allow users to log custom chart tables in a different section by @luisbergua in https://github.com/wandb/wandb/pull/6422
feat(nexus): generalize uploader to filemanager to allow downloads by @ibindlish in https://github.com/wandb/wandb/pull/6445
feat(sdk): drop python 3.6 support by @dmitryduev in https://github.com/wandb/wandb/pull/6493
feat(artifacts): delete staging files in Nexus by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6529
feat(artifacts): set up artifact downloads to use sdk nexus core by @estellazx in https://github.com/wandb/wandb/pull/6275
feat(nexus): add file upload progress and make completion callback a list of callbacks by @kptkin in https://github.com/wandb/wandb/pull/6518
feat(launch): add wandb.ai/run-id label to jobs by @bcsherma in https://github.com/wandb/wandb/pull/6543

:hammer: Fixes

fix(sdk): ensures that complete run.config is captured in SageMaker by @fdsig in https://github.com/wandb/wandb/pull/6260
fix(sdk): Improve error handling for gitlib for FileNotFoundErrors by @j316chuck in https://github.com/wandb/wandb/pull/6410
fix(sdk): increase max message size, handle errors by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6398
fix(launch): Agent better balances multiple queues by @TimH98 in https://github.com/wandb/wandb/pull/6418
fix(artifacts): remove versioning enabled check in GCS reference handler by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6430
fix(launch): add google-cloud-aiplatform to launch shard by @bcsherma in https://github.com/wandb/wandb/pull/6440
fix(nexus): add use_artifact as passthrough messages by @kptkin in https://github.com/wandb/wandb/pull/6447
fix(launch): adjust vertex environment variables by @Hojland in https://github.com/wandb/wandb/pull/6443
fix(artifacts): update artifacts cache file permissions for NamedTemporaryFile by @ibindlish in https://github.com/wandb/wandb/pull/6437
fix(nexus): fix a number of issues by @dmitryduev in https://github.com/wandb/wandb/pull/6491
fix(media): saving mlp figure to buffer and reading with PIL should specify format by @mova in https://github.com/wandb/wandb/pull/6465
fix(nexus): send content-length, check response status code in uploader by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6401
fix(sdk): fix step logic when resuming runs with no metrics logged by @luisbergua in https://github.com/wandb/wandb/pull/6480
fix(sdk): hook_handle being set to list instead of dict on unhook by @vatsalaggarwal in https://github.com/wandb/wandb/pull/6503
fix(launch): verify gcp credentials before creating vertex job by @bcsherma in https://github.com/wandb/wandb/pull/6537
fix(launch): add load option to docker buildx by @KyleGoyette in https://github.com/wandb/wandb/pull/6508
fix(artifacts): fix perf regressions in artifact downloads and fix file download location by @ibindlish in https://github.com/wandb/wandb/pull/6535
fix(sdk): add warning when log_code can't locate any files by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6532
fix(sdk): adjust ipython hooks for v8.17 by @dmitryduev in https://github.com/wandb/wandb/pull/6563

:books: Docs

docs(media): fix Graph docstring by @harupy in https://github.com/wandb/wandb/pull/6458
docs(public-api): Fix suggested command for uploading artifacts by @geke-mir in https://github.com/wandb/wandb/pull/6513

New Contributors

@j316chuck made their first contribution in https://github.com/wandb/wandb/pull/6410
@harupy made their first contribution in https://github.com/wandb/wandb/pull/6458
@Hojland made their first contribution in https://github.com/wandb/wandb/pull/6443
@mova made their first contribution in https://github.com/wandb/wandb/pull/6465
@geke-mir made their first contribution in https://github.com/wandb/wandb/pull/6513
@luisbergua made their first contribution in https://github.com/wandb/wandb/pull/6422
@vatsalaggarwal made their first contribution in https://github.com/wandb/wandb/pull/6503

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.12...v0.16.0

v0.15.12

7 months ago

What's Changed

:magic_wand: Enhancements

feat(nexus): implement config debouncing mechanism by @kptkin in https://github.com/wandb/wandb/pull/6331
feat(integrations): fix channel swapping on ultrlytics classification task by @soumik12345 in https://github.com/wandb/wandb/pull/6382
feat(nexus): implement nexus alpha cpp interface by @raubitsj in https://github.com/wandb/wandb/pull/6358
feat(nexus): expose system metrics in the run object (PoC) by @dmitryduev in https://github.com/wandb/wandb/pull/6238
feat(integrations): Pin ultralytics version support to v8.0.186 by @soumik12345 in https://github.com/wandb/wandb/pull/6391

:hammer: Fixes

fix(launch): get logs from failed k8s pods by @bcsherma in https://github.com/wandb/wandb/pull/6339
fix(artifacts): Allow adding s3 bucket as reference artifact by @ibindlish in https://github.com/wandb/wandb/pull/6346
fix(launch): Fix race condition in agent thread clean up by @KyleGoyette in https://github.com/wandb/wandb/pull/6352
fix(artifacts): don't assume run and its i/o artifacts are in the same project by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6363
fix(artifacts): fix wandb.Api().run(run_name).log_artifact(artifact) by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6362
fix(sweeps): ValueError with None value in sweep by @gtarpenning in https://github.com/wandb/wandb/pull/6364
fix(artifacts): fix typo in s3 handler by @ibindlish in https://github.com/wandb/wandb/pull/6368
fix(artifacts): fix the argument order for new argument target_fraction by @moredatarequired in https://github.com/wandb/wandb/pull/6377
fix(nexus): fix potential race in config debouncer by @dmitryduev in https://github.com/wandb/wandb/pull/6385
fix(sdk): fix graphql type mapping by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6396
fix(sdk): fix concurrency limit in uploader by @szymon-piechowicz-wandb in https://github.com/wandb/wandb/pull/6399

:books: Docs

docs(sdk): fix reference docs GH action by @dmitryduev in https://github.com/wandb/wandb/pull/6350
docs(sdk): Update generate-docodile-documentation.yml by @ngrayluna in https://github.com/wandb/wandb/pull/6351

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.11...v0.15.12

v0.15.11

7 months ago

What's Changed

:magic_wand: Enhancements

feat(nexus): add support for code saving in script mode by @kptkin in https://github.com/wandb/wandb/pull/6243
feat(nexus): add support for policy=end in wandb.save by @kptkin in https://github.com/wandb/wandb/pull/6267
feat(nexus): add system info to metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6244
feat(nexus): add nvidia gpu system info to metadata by @dmitryduev in https://github.com/wandb/wandb/pull/6270
feat(launch): delete run queues with public api by @bcsherma in https://github.com/wandb/wandb/pull/6317
feat(sdk): introduce custom proxy support for wandb http(s) traffic by @kptkin in https://github.com/wandb/wandb/pull/6300

:hammer: Fixes

fix(sdk): Fix logger when logging filestream exception by @KyleGoyette in https://github.com/wandb/wandb/pull/6246
fix(launch): use watch api to monitor launched CRDs by @bcsherma in https://github.com/wandb/wandb/pull/6226
fix(launch): forbid enqueing docker images without target project by @bcsherma in https://github.com/wandb/wandb/pull/6248
fix(sdk): add missing Twitter import for API users by @fdsig in https://github.com/wandb/wandb/pull/6261
fix(artifacts): get S3 versionIDs from directory references by @moredatarequired in https://github.com/wandb/wandb/pull/6255
fix(launch): make watch streams recover from connection reset by @bcsherma in https://github.com/wandb/wandb/pull/6272
fix(public-api): use json.loads(..., strict=False) to ignore invalid utf-8 and control characters in api.Run.load by @dmitryduev in https://github.com/wandb/wandb/pull/6299
fix(sdk): correctly identify colab as a jupyter-like env in settings by @dmitryduev in https://github.com/wandb/wandb/pull/6308
fix(sdk): improve memory management for summary updates by @dmitryduev in https://github.com/wandb/wandb/pull/5569
fix(artifacts): Add environment variable to configure batch size for download urls by @ibindlish in https://github.com/wandb/wandb/pull/6323
fix(launch): fail rqis if no run is created by @bcsherma in https://github.com/wandb/wandb/pull/6324

:books: Docs

docs(sdk): fixes a broken link in Image docs. by @katjacksonWB in https://github.com/wandb/wandb/pull/6252
docs(nexus): add docs on running nexus-related system tests locally by @dmitryduev in https://github.com/wandb/wandb/pull/6191
docs(nexus): add user-facing Nexus docs for Beta release by @dmitryduev in https://github.com/wandb/wandb/pull/6276
docs(nexus): fix pip install nexus instruction by @dmitryduev in https://github.com/wandb/wandb/pull/6309

:nail_care: Cleanup

Update README.md by @NinoRisteski in https://github.com/wandb/wandb/pull/6325

New Contributors

@katjacksonWB made their first contribution in https://github.com/wandb/wandb/pull/6252
@NinoRisteski made their first contribution in https://github.com/wandb/wandb/pull/6325

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.10...v0.15.11

v0.15.10

8 months ago

What's Changed

:magic_wand: Enhancements

feat(integrations): add async support to Autologger API and enable it for Openai by @parambharat in https://github.com/wandb/wandb/pull/5960
feat(sdk): implement network logging and file pusher timeout for debugging by @dmitryduev in https://github.com/wandb/wandb/pull/5894
feat(artifacts): set ttl(time to live) for artifact versions by @estellazx in https://github.com/wandb/wandb/pull/5859
feat(nexus): add support for define metric by @kptkin in https://github.com/wandb/wandb/pull/6036
feat(launch): Include agent version when creating launch agent by @TimH98 in https://github.com/wandb/wandb/pull/5970
feat(launch): Runless git jobs can use requirements.txt in parent directories by @TimH98 in https://github.com/wandb/wandb/pull/6008
feat(artifacts): retrieve the parent collection from an Artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6019
feat(nexus): improve file uploads by @dmitryduev in https://github.com/wandb/wandb/pull/6052
feat(artifacts): Add run id option to artifact put method to log artifacts to existing runs by @ibindlish in https://github.com/wandb/wandb/pull/6074
feat(public-api): add metadata property to Run object by @dmitryduev in https://github.com/wandb/wandb/pull/6100
feat(launch): Support setting a custom Dockerfile in launch overrides by @TimH98 in https://github.com/wandb/wandb/pull/6104
feat(nexus): add Nvidia GPU asset to system monitor by @dmitryduev in https://github.com/wandb/wandb/pull/6081
feat(artifacts): enable deleting artifact collections from SDK by @moredatarequired in https://github.com/wandb/wandb/pull/6020
feat(launch): Add dockerfile CLI param & use Dockerfile.wandb by default if present by @TimH98 in https://github.com/wandb/wandb/pull/6122
feat(artifacts): extend cache cleanup to allow specifying a target fraction by @moredatarequired in https://github.com/wandb/wandb/pull/6152
feat(artifacts): add an eval-able repr to ArtifactManifestEntry by @moredatarequired in https://github.com/wandb/wandb/pull/6132
feat(nexus): enable docker-based wheel building for nexus by @dmitryduev in https://github.com/wandb/wandb/pull/6118
feat(nexus): add Nvidia GPU asset to system monitor by @dmitryduev in https://github.com/wandb/wandb/pull/6131
feat(artifacts): clear the cache on add to prevent overflow by @moredatarequired in https://github.com/wandb/wandb/pull/6149
feat(sdk): capture disk i/o utilization in system metrics by @umakrishnaswamy in https://github.com/wandb/wandb/pull/6106
feat(sdk): add disk io counters to monitor metrics by @dmitryduev in https://github.com/wandb/wandb/pull/6170
feat(sdk): make paths for disk usage monitoring configurable by @dmitryduev in https://github.com/wandb/wandb/pull/6196
feat(sweeps): Use WANDB_SWEEP_ID to include a run in an existing sweep by @gtarpenning in https://github.com/wandb/wandb/pull/6198
feat(artifacts): Handle LinkArtifact calls made to Nexus Core by @ibindlish in https://github.com/wandb/wandb/pull/6160
feat(nexus): fix retry logic for http clients and allow user customization by @kptkin in https://github.com/wandb/wandb/pull/6182
feat(nexus): support user defined headers in the gql client transport by @kptkin in https://github.com/wandb/wandb/pull/6208
feat(sdk): enable set types in wandb.Config by @fdsig in https://github.com/wandb/wandb/pull/6219
feat(integrations): visualize images with bbox overlays for ultralytics by @soumik12345 in https://github.com/wandb/wandb/pull/5867
feat(sdk): add exponential decay sampling utility for line_plot by @dmitryduev in https://github.com/wandb/wandb/pull/6228
feat(sdk): always print the traceback inside of the wandb.init context manager by @kptkin in https://github.com/wandb/wandb/pull/4603
feat(sdk): add setting to disable automatic machine info capture by @kptkin in https://github.com/wandb/wandb/pull/6230

:hammer: Fixes

fix(launch): Extend try in agent loop to cover all job handling by @KyleGoyette in https://github.com/wandb/wandb/pull/5923
fix(sdk): guard against undefined filestream timeout by @dmitryduev in https://github.com/wandb/wandb/pull/5997
fix(launch): error if code artifact underlying job has been deleted by @bcsherma in https://github.com/wandb/wandb/pull/5959
fix(artifacts): use a unique name for the artifact created by verify by @moredatarequired in https://github.com/wandb/wandb/pull/5929
fix(launch): Use resume=allow when auto requeuing by @TimH98 in https://github.com/wandb/wandb/pull/6002
fix(launch): correct entrypoint path from disabled git repo subir by @gtarpenning in https://github.com/wandb/wandb/pull/5903
fix(sweeps): override individual job resource_args by @gtarpenning in https://github.com/wandb/wandb/pull/5985
fix(sdk): fix import issue to support python 3.6 by @kptkin in https://github.com/wandb/wandb/pull/6018
fix(launch): Fix override entrypoint when using sweeps on launch without a scheduler job by @KyleGoyette in https://github.com/wandb/wandb/pull/6033
fix(nexus): fix resume reference when nil by @kptkin in https://github.com/wandb/wandb/pull/6055
fix(sdk): further speed up import time by @hauntsaninja in https://github.com/wandb/wandb/pull/6032
fix(launch): Fix sample kubernetes agent manifest secret mount by @KyleGoyette in https://github.com/wandb/wandb/pull/6057
fix(nexus): rm unused import by @dmitryduev in https://github.com/wandb/wandb/pull/6085
fix(launch): watch to get kuberntes run statuses by @bcsherma in https://github.com/wandb/wandb/pull/6022
fix(artifacts): prohibit saving artifacts to a different project than their base artifact by @moredatarequired in https://github.com/wandb/wandb/pull/6042
fix(artifacts): require existing artifacts to save to their source entity/project by @moredatarequired in https://github.com/wandb/wandb/pull/6034
fix(nexus): adjust system monitor start and stop functionality by @dmitryduev in https://github.com/wandb/wandb/pull/6087
fix(artifacts): remove suspect characters when directory creation fails by @moredatarequired in https://github.com/wandb/wandb/pull/6094
fix(launch): Default log_code exclusion behavior now correctly handles wandb in the root path prefix. by @nickpenaranda in https://github.com/wandb/wandb/pull/6095
fix(launch): disallow project queue creation by @bcsherma in https://github.com/wandb/wandb/pull/6011
fix(launch): catch all sweep set state errors by @gtarpenning in https://github.com/wandb/wandb/pull/6091
fix(launch): create_job now works from jupyter notebook by @gtarpenning in https://github.com/wandb/wandb/pull/6068
fix(nexus): fix race condition for defer and update control by @kptkin in https://github.com/wandb/wandb/pull/6125
fix(sdk): improved handling and logging of tensor types by @kptkin in https://github.com/wandb/wandb/pull/6086
fix(launch): launch cli command should exit with non-zero status if underlying launched run exits with non-zero status by @KyleGoyette in https://github.com/wandb/wandb/pull/6078
fix(nexus): fix correctness for offline mode by @kptkin in https://github.com/wandb/wandb/pull/6166
fix(sdk): reports api - fix media_keys json path by @laxels in https://github.com/wandb/wandb/pull/6167
fix(sdk): Allow uint8 images to be logged as wandb.Image() by @nate-wandb in https://github.com/wandb/wandb/pull/6043
fix(sdk): fall back to /tmp/username/.config/wandb in old settings by @dmitryduev in https://github.com/wandb/wandb/pull/6175
fix(nexus): use UpsertBucketRetryPolicy in all gql.UpsertBucket calls by @dmitryduev in https://github.com/wandb/wandb/pull/6207
fix(sdk): update report id validation and encoding by @jo-fang in https://github.com/wandb/wandb/pull/6203
fix(sdk): add support for propagating messages from the internal process by @kptkin in https://github.com/wandb/wandb/pull/5803

:books: Docs

docs(nexus): add package level docstrings for filestream by @raubitsj in https://github.com/wandb/wandb/pull/6061
docs(nexus): add basic developer guide by @kptkin in https://github.com/wandb/wandb/pull/6119
docs(cli): Added more context for lauch job describe description. by @ngrayluna in https://github.com/wandb/wandb/pull/6193

:nail_care: Cleanup

style(sdk): fix to new ruff rule E721 additions by @nickpenaranda in https://github.com/wandb/wandb/pull/6102

New Contributors

@geoffrey-g-delhomme made their first contribution in https://github.com/wandb/wandb/pull/5867
@kooshi made their first contribution in https://github.com/wandb/wandb/pull/6086
@umakrishnaswamy made their first contribution in https://github.com/wandb/wandb/pull/6106
@jo-fang made their first contribution in https://github.com/wandb/wandb/pull/6203
@wwzeng1 made their first contribution in https://github.com/wandb/wandb/pull/6228

Full Changelog: https://github.com/wandb/wandb/compare/v0.15.9...v0.15.10