Bump mlflow from 2.11.1 to 2.22.5 in /research_experiments/scotch

[dependabot]

Bumps mlflow from 2.11.1 to 2.22.5.

Release notes

Sourced from mlflow's releases.

v2.22.4

Version 2.22.4 is a patch release to backport several important fixes to MLflow 2.

• Fix mlflow.spark.load_model to handle Unity Catalog Volumes paths correctly (mlflow/mlflow#18672)
• Introduce MLFLOW_CREATE_MODEL_VERSION_SOURCE_REGEX to validate source parameter of /model-versions/create request (mlflow/mlflow#16081)
• Fix spark udf on Databricks multi driver clusters (mlflow/mlflow#18410)

v2.22.2

Lightweight patch release to backport #15970 to v2.22.2.

v2.22.1

MLflow 2.22.1 includes several major features and improvements

Features:

• [Scoring] For DBConnect client, make spark_udf support DBR 15.4 and DBR dedicated cluster (#15938, @​WeichenXu123)

Bug fixes:

• [Model Registry] Log Resources from SystemAuthPolicy in CreateModelVersion (#15485, @​aravind-segu)
• [Tracking] Trace search: Avoid spawning threads for span fetching if include_spans=False (#, @​dbczumar)

Documentation updates:

• [Docs] Spark UDF Doc update (#15586, @​WeichenXu123)

Small bug fixes and documentation updates:

#15523, #15728, @​TomeHirata; #13997, #16025, #15647, #16030, @​harupy; #15786, @​rahuja23; #15703, @​joelrobin18; #15612, @​serena-ruan; #16031, @​daniellok-db; #15841, @​frontsideair; #15807, @​B-Step62

MLflow 2.22.0 brings important bug fixes and improves the UI and tracking capabilities.

Features:

• [Tracking] Supported tracing for OpenAI Responses API (#15240, @​B-Step62)
• [Tracking] Introduced get_last_active_trace_id, which affects model serving/monitoring logic (#15233, @​B-Step62)
• [Tracking] Introduced async export for Databricks traces (default behavior) (#15163, @​B-Step62)
• [AI Gateway] Added Gemini embeddings support with corresponding unit tests (#15017, @​joelrobin18)
• [Tracking / SQLAlchemy] MySQL SSL connections are now supported with client certs (#14839, @​aksylumoed)
• [Models] Added Optuna storage utility for enabling parallel hyperparameter tuning (#15243, @​XiaohanZhangCMU)
• [Artifacts] Added support for Azure Data Lake Storage (ADLS) artifact repositories (#14723, @​serena-ruan)
• [UI] Artifact views for text now auto-refresh in the UI (#14939, @​joelrobin18)

Bug Fixes:

• [Tracking / UI] Fixed serialization for structured output in langchain_tracer + added unit tests (#14971, @​joelrobin18)
• [Server-infra] Enforced password validation for authentication (min. 8 characters) (#15287, @​WeichenXu123)
• [Deployments] Resolved an issue with the OpenAI Gateway adapter (#15286, @​WeichenXu123)
• [Artifacts / Tracking / Server-infra] Normalized paths by stripping trailing slashes (#15016, @​tarek7669)
• [Tags] Fixed bug where tag values containing ": " were being truncated (#14896, @​harupy)

... (truncated)

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