Wandb

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0.12.16

Not secure
:nail_care: Enhancement

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

:bug: Bug Fix

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

:broom: Cleanup

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

New Contributors

- RobRomijnders made their first contribution in https://github.com/wandb/wandb/pull/3520
- ramit-wandb made their first contribution in https://github.com/wandb/wandb/pull/3552
- idaho777 made their first contribution in https://github.com/wandb/wandb/pull/3585

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

0.12.15

Not secure
:nail_care: Enhancement

- Optimize wandb.Image logging when linked to an artifact by tssweeney in https://github.com/wandb/wandb/pull/3418

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

0.12.14

Not secure
:bug: Bug Fix

- Fix regression: disable saving history step in artifacts by vwrj in https://github.com/wandb/wandb/pull/3495

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

0.12.13

Not secure
:bug: Bug Fix

- Revert strictened api_key validation by dmitryduev in https://github.com/wandb/wandb/pull/3485

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

0.12.12

Not secure
:nail_care: Enhancement

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

:bug: Bug Fix

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

New Contributors

- hu-po made their first contribution in https://github.com/wandb/wandb/pull/3416
- zythosec made their first contribution in https://github.com/wandb/wandb/pull/3301

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

0.12.11

Not secure
:nail_care: Enhancement

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

:bug: Bug Fix

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

New Contributors

- speezepearson made their first contribution in https://github.com/wandb/wandb/pull/3188

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

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