Wandb

: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

: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

: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