Wandb

:nail_care: Enhancement

- Improve validation when creating Tables with invalid columns from dataframes by tssweeney in https://github.com/wandb/wandb/pull/3113
- Enable digest deduplication for `use_artifact()` calls by annirudh in https://github.com/wandb/wandb/pull/3109
- Initial prototype of azure blob upload support by vanpelt in https://github.com/wandb/wandb/pull/3089

:bug: Bug Fix

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

:broom: Cleanup

- Drop python2 backport deps (enum34, subprocess32, configparser) by jbylund in https://github.com/wandb/wandb/pull/3004
- Settings refactor by dmitryduev in https://github.com/wandb/wandb/pull/3083

New Contributors

- jbylund made their first contribution in https://github.com/wandb/wandb/pull/3004
- acrellin made their first contribution in https://github.com/wandb/wandb/pull/3159

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

:bug: Bug Fix

- Fix regression in `upload_file()` exception handler by raubitsj in https://github.com/wandb/wandb/pull/3059

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

:nail_care: Enhancement

- Update contributing guide and dev env setup tool by dmitryduev in https://github.com/wandb/wandb/pull/2968
- Improve `wandb_callback` for LightGBM (2945) by ayulockin in https://github.com/wandb/wandb/pull/3024

:bug: Bug Fix

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

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

:bug: Bug Fix

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

:nail_care: Enhancement

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

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

:bug: Bug Fix

- Fix sklearn `plot_calibration_curve()` issue breaking the provided model by vwrj in https://github.com/wandb/wandb/pull/2791
- Fix CondaEnvExportError by redirecting stderr by charlesfrye in https://github.com/wandb/wandb/pull/2814
- Fix `use_artifact()` when specifying an artifact from a different project by KyleGoyette in https://github.com/wandb/wandb/pull/2832

:nail_care: Enhancement

- Add metric names to pr curve charts in tensorboard by vanpelt in https://github.com/wandb/wandb/pull/2822

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

:bug: 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

:nail_care: 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