Bump mlflow from 1.21.0 to 1.22.0

[dependabot[bot]]

Bumps mlflow from 1.21.0 to 1.22.0.

Changelog

Sourced from mlflow's changelog.

1.22.0 (2021-11-29)

MLflow 1.22.0 includes several major features and improvements:

Features:

• [UI] Add a share button to the Experiment page (#4936, @​marijncv)
• [UI] Improve readability of column sorting dropdown on Experiment page (#5022, @​WeichenXu123; #5018, @​NieuweNils, @​coder-freestyle)
• [Tracking] Mark all autologging integrations as stable by removing @experimental decorators (#5028, @​liangz1)
• [Tracking] Add optional experiment_id parameter to mlflow.set_experiment() (#5012, @​dbczumar)
• [Tracking] Add support for XGBoost scikit-learn models to mlflow.xgboost.autolog() (#5078, @​jwyyy)
• [Tracking] Improve statsmodels autologging performance by removing unnecessary metrics (#4942, @​WeichenXu123)
• [Tracking] Update R client to tag nested runs with parent run ID (#4197, @​yitao-li)
• [Models] Support saving and loading all XGBoost model types (#4954, @​jwyyy)
• [Scoring] Support specifying AWS account and role when deploying models to SageMaker (#4923, @​andresionek91)
• [Scoring] Support serving MLflow models with MLServer (#4963, @​adriangonz)

Bug fixes and documentation updates:

• [UI] Fix bug causing Metric Plot page to crash when metric values are too large (#4947, @​ianshan0915)
• [UI] Fix bug causing parallel coordinate curves to vanish (#5087, @​harupy)
• [UI] Remove Creator field from Model Version page if user information is absent (#5089, @​jinzhang21)
• [UI] Fix model loading instructions for non-pyfunc models in Artifact Viewer (#5006, @​harupy)
• [Models] Fix a bug that added mlflow to conda.yaml even if a hashed version was already present (#5058, @​maitre-matt)
• [Docs] Add Python documentation for metric, parameter, and tag key / value length limits (#4991, @​westford14)
• [Examples] Update Python version used in Prophet example to fix installation errors (#5101, @​BenWilson2)
• [Examples] Fix Kubernetes resources specification in MLflow Projects + Kubernetes example (#4948, @​jianyuan)

Small bug fixes and doc updates (#5119, #5107, #5105, #5103, #5085, #5088, #5051, #5081, #5039, #5073, #5072, #5066, #5064, #5063, #5060, #4718, #5053, #5052, #5041, #5043, #5047, #5036, #5037, #5029, #5031, #5032, #5030, #5007, #5019, #5014, #5008, #4998, #4985, #4984, #4970, #4966, #4980, #4967, #4978, #4979, #4968, #4976, #4975, #4934, #4956, #4938, #4950, #4946, #4939, #4913, #4940, #4935, @​harupy; #5095, #5070, #5002, #4958, #4945, @​BenWilson2; #5099, @​chaosddp; #5005, @​you-n-g; #5042, #4952, @​shrinath-suresh; #4962, #4995, @​WeichenXu123; #5010, @​lichenran1234; #5000, @​wentinghu; #5111, @​alexott; #5102, #5024, #5011, #4959, @​dbczumar; #5075, #5044, #5026, #4997, #4964, #4989, @​liangz1; #4999, @​stevenchen-db)

Commits

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