Wandb

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0.13.2

Not secure
:bug: Bug Fix

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

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

0.13.1

Not secure
:bug: Bug Fix

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

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

0.13.0

Not secure
:nail_care: Enhancement

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

:bug: Bug Fix

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

:broom: Cleanup

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

New Contributors

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

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

0.12.21

Not secure
:nail_care: Enhancement

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

:bug: Bug Fix

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

:broom: Cleanup

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

New Contributors

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

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

0.12.20

Not secure
:bug: Bug Fix

- Retry `commit_artifact` on conflict-error by speezepearson in https://github.com/wandb/wandb/pull/3843

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

0.12.19

Not secure
:bug: Bug Fix

- Fix regression in s3 reference upload for folders by jlzhao27 in https://github.com/wandb/wandb/pull/3825

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

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