Bump mlflow from 2.19.0 to 2.20.0 in the pip-others group

[dependabot]

Bumps the pip-others group with 1 update: mlflow.

Updates mlflow from 2.19.0 to 2.20.0

Release notes

Sourced from mlflow's releases.

MLflow 2.20.0

We are excited to announce the release of MLflow 2.20.0! This release includes a number of significant features, enhancements, and bug fixes.

Major New Features

• 💡Type Hint-Based Model Signature: Define your model's signature in the most Pythonic way. MLflow now supports defining a model signature based on the type hints in your PythonModel's predict function, and validating input data payloads against it. (#14182, #14168, #14130, #14100, #14099, @​serena-ruan)

• 🧠 Bedrock / Groq Tracing Support: MLflow Tracing now offers a one-line auto-tracing experience for Amazon Bedrock and Groq LLMs. Track LLM invocation within your model by simply adding mlflow.bedrock.tracing or mlflow.groq.tracing call to the code. (#14018, @​B-Step62, #14006, @​anumita0203)

• 🗒️ Inline Trace Rendering in Jupyter Notebook: MLflow now supports rendering a trace UI within the notebook where you are running models. This eliminates the need to frequently switch between the notebook and browser, creating a seamless local model debugging experience. (#13955, @​daniellok-db)

• ⚡️Faster Model Validation with uv Package Manager: MLflow has adopted uv, a new Rust-based, super-fast Python package manager. This release adds support for the new package manager in the mlflow.models.predict API, enabling faster model environment validation. Stay tuned for more updates! (#13824, @​serena-ruan)

• 🖥️ New Chat Panel in Trace UI: THe MLflow Trace UI now shows a unified chat panel for LLM invocations. The update allows you to view chat messages and function calls in a rich and consistent UI across LLM providers, as well as inspect the raw input and output payloads. (#14211, @​TomuHirata)

Other Features:

• Introduced ChatAgent base class for defining custom python agent (#13797, @​bbqiu)
• Supported Tool Calling in DSPy Tracing (#14196, @​B-Step62)
• Applied timeout override to within-request local scoring server for Spark UDF inference (#14202, @​BenWilson2)
• Supported dictionary type for inference params (#14091, @​serena-ruan)
• Make context parameter optional for calling PythonModel instance (#14059, @​serena-ruan)
• Set default task for ChatModel (#14068, @​stevenchen-db)

Bug fixes:

• [Tracking] Fix filename encoding issue in log_image (#14281, @​TomeHirata)
• [Models] Fix the faithfulness metric for custom override parameters supplied to the callable metric implementation (#14220, @​BenWilson2)
• [Artifacts] Update presigned URL list_artifacts to return an empty list instead of an exception (#14203, @​arpitjasa-db)
• [Tracking] Fix rename permission model registry (#14139, @​MohamedKHALILRouissi)
• [Tracking] Fix hard-dependency to langchain package in autologging (#14125, @​B-Step62)
• [Tracking] Fix constraint name for MSSQL in migration 0584bdc529eb (#14146, @​daniellok-db)
• [Scoring] Fix uninitialized loaded_model variable (#14109, @​yang-chengg)
• [Model Registry] Return empty array when DatabricksSDKModelsArtifactRepository.list_artifacts is called on a file (#14027, @​shichengzhou-db)

Documentation updates:

• [Docs] Add a quick guide for how to host MLflow on various platforms (#14289, @​B-Step62)
• [Docs] Improve documentation for 'artifact_uri' in 'download_artifacts' (#14225, @​vinayakkgarg)
• [Docs] Add a page for search_traces (#14033, @​TomeHirata)

Small bug fixes and documentation updates:

#14294, #14252, #14233, #14205, #14217, #14172, #14188, #14167, #14166, #14163, #14162, #14161, #13971, @​TomeHirata; #14299, #14280, #14279, #14278, #14272, #14270, #14268, #14269, #14263, #14258, #14222, #14248, #14128, #14112, #14111, #14093, #14096, #14095, #14090, #14089, #14085, #14078, #14074, #14070, #14053, #14060, #14035, #14014, #14002, #14000, #13997, #13996, #13995, @​harupy; #14298, #14286, #14249, #14276, #14259, #14242, #14254, #14232, #14207, #14206, #14185, #14196, #14193, #14173, #14164, #14159, #14165, #14152, #14151, #14126, #14069, #13987, @​B-Step62; #14295, #14265, #14271, #14262, #14235, #14239, #14234, #14228, #14227, #14229, #14218, #14216, #14213, #14208, #14204, #14198, #14187, #14181, #14177, #14176, #14156, #14169, #14099, #14086, #13983, @​serena-ruan; #14155, #14067, #14140, #14132, #14072, @​daniellok-db; #14178, @​emmanuel-ferdman; #14247, @​dbczumar; #13789, #14108, @​dsuhinin; #14212, @​aravind-segu; #14223, #14191, #14084, @​dsmilkov; #13804, @​kriscon-db; #14158, @​Lodewic; #14148, #14147, #14115, #14079, #14116, @​WeichenXu123; #14135, @​brilee; #14133, @​manos02; #14121, @​LeahKorol; #14025, @​nojaf; #13948, @​benglewis; #13942, @​justsomerandomdude264; #14003, @​Ajay-Satish-01; #13982, @​prithvikannan; #13638, @​MaxwellSalmon

MLflow 2.20.0rc0

Release Candidate

MLflow 2.20.0rc0 is a release candidate for 2.20.0. To install, run the following command:

</tr></table> 

... (truncated)

Changelog

Sourced from mlflow's changelog.

2.20.0 (2025-01-23)

We are excited to announce the release of MLflow 2.20.0! This release includes a number of significant features, enhancements, and bug fixes.

Major New Features

• 💡Type Hint-Based Model Signature: Define your model's signature in the most Pythonic way. MLflow now supports defining a model signature based on the type hints in your PythonModel's predict function, and validating input data payloads against it. (#14182, #14168, #14130, #14100, #14099, @​serena-ruan)

• 🧠 Bedrock / Groq Tracing Support: MLflow Tracing now offers a one-line auto-tracing experience for Amazon Bedrock and Groq LLMs. Track LLM invocation within your model by simply adding mlflow.bedrock.tracing or mlflow.groq.tracing call to the code. (#14018, @​B-Step62, #14006, @​anumita0203)

• 🗒️ Inline Trace Rendering in Jupyter Notebook: MLflow now supports rendering a trace UI within the notebook where you are running models. This eliminates the need to frequently switch between the notebook and browser, creating a seamless local model debugging experience. (#13955, @​daniellok-db)

• ⚡️Faster Model Validation with uv Package Manager: MLflow has adopted uv, a new Rust-based, super-fast Python package manager. This release adds support for the new package manager in the mlflow.models.predict API, enabling faster model environment validation. Stay tuned for more updates! (#13824, @​serena-ruan)

• 🖥️ New Chat Panel in Trace UI: THe MLflow Trace UI now shows a unified chat panel for LLM invocations. The update allows you to view chat messages and function calls in a rich and consistent UI across LLM providers, as well as inspect the raw input and output payloads. (#14211, @​TomuHirata)

Other Features:

• Introduced ChatAgent base class for defining custom python agent (#13797, @​bbqiu)
• Supported Tool Calling in DSPy Tracing (#14196, @​B-Step62)
• Applied timeout override to within-request local scoring server for Spark UDF inference (#14202, @​BenWilson2)
• Supported dictionary type for inference params (#14091, @​serena-ruan)
• Make context parameter optional for calling PythonModel instance (#14059, @​serena-ruan)
• Set default task for ChatModel (#14068, @​stevenchen-db)

Bug fixes:

• [Tracking] Fix filename encoding issue in log_image (#14281, @​TomeHirata)
• [Models] Fix the faithfulness metric for custom override parameters supplied to the callable metric implementation (#14220, @​BenWilson2)
• [Artifacts] Update presigned URL list_artifacts to return an empty list instead of an exception (#14203, @​arpitjasa-db)
• [Tracking] Fix rename permission model registry (#14139, @​MohamedKHALILRouissi)
• [Tracking] Fix hard-dependency to langchain package in autologging (#14125, @​B-Step62)
• [Tracking] Fix constraint name for MSSQL in migration 0584bdc529eb (#14146, @​daniellok-db)
• [Scoring] Fix uninitialized loaded_model variable (#14109, @​yang-chengg)
• [Model Registry] Return empty array when DatabricksSDKModelsArtifactRepository.list_artifacts is called on a file (#14027, @​shichengzhou-db)

Documentation updates:

• [Docs] Add a quick guide for how to host MLflow on various platforms (#14289, @​B-Step62)
• [Docs] Improve documentation for 'artifact_uri' in 'download_artifacts' (#14225, @​vinayakkgarg)
• [Docs] Add a page for search_traces (#14033, @​TomeHirata)

Small bug fixes and documentation updates:

#14294, #14252, #14233, #14205, #14217, #14172, #14188, #14167, #14166, #14163, #14162, #14161, #13971, @​TomeHirata; #14299, #14280, #14279, #14278, #14272, #14270, #14268, #14269, #14263, #14258, #14222, #14248, #14128, #14112, #14111, #14093, #14096, #14095, #14090, #14089, #14085, #14078, #14074, #14070, #14053, #14060, #14035, #14014, #14002, #14000, #13997, #13996, #13995, @​harupy; #14298, #14286, #14249, #14276, #14259, #14242, #14254, #14232, #14207, #14206, #14185, #14196, #14193, #14173, #14164, #14159, #14165, #14152, #14151, #14126, #14069, #13987, @​B-Step62; #14295, #14265, #14271, #14262, #14235, #14239, #14234, #14228, #14227, #14229, #14218, #14216, #14213, #14208, #14204, #14198, #14187, #14181, #14177, #14176, #14156, #14169, #14099, #14086, #13983, @​serena-ruan; #14155, #14067, #14140, #14132, #14072, @​daniellok-db; #14178, @​emmanuel-ferdman; #14247, @​dbczumar; #13789, #14108, @​dsuhinin; #14212, @​aravind-segu; #14223, #14191, #14084, @​dsmilkov; #13804, @​kriscon-db; #14158, @​Lodewic; #14148, #14147, #14115, #14079, #14116, @​WeichenXu123; #14135, @​brilee; #14133, @​manos02; #14121, @​LeahKorol; #14025, @​nojaf; #13948, @​benglewis; #13942, @​justsomerandomdude264; #14003, @​Ajay-Satish-01; #13982, @​prithvikannan; #13638, @​MaxwellSalmon

Commits

• 619d0c3 Run python3 dev/update_mlflow_versions.py pre-release ... (#14311)
• f4570ad Fix ContentEncoding value (#14258)
• a0e0eec Infer signature from example for callable (#14294)
• 235a800 Fix notebook existence check on databricks (#14299)
• acee1cd Support timeout for a trace (#14288)
• fe63a3e Fix type hint warning when importing builtin class (#14298)
• 4ee0670 Add link to documentation in error message (#14295)
• 3ce0203 Add a quick guide for how to host MLflow on various platforms (#14289)
• e076b8b Fix filename encoding issue in log_image (#14281)
• 79664cc Fix groq logo (#14286)
• Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

---

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR:

• @dependabot rebase will rebase this PR
• @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
• @dependabot merge will merge this PR after your CI passes on it
• @dependabot squash and merge will squash and merge this PR after your CI passes on it
• @dependabot cancel merge will cancel a previously requested merge and block automerging
• @dependabot reopen will reopen this PR if it is closed
• @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
• @dependabot show <dependency name> ignore conditions will show all of the ignore conditions of the specified dependency
• @dependabot ignore <dependency name> major version will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)
• @dependabot ignore <dependency name> minor version will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)
• @dependabot ignore <dependency name> will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)
• @dependabot unignore <dependency name> will remove all of the ignore conditions of the specified dependency
• @dependabot unignore <dependency name> <ignore condition> will remove the ignore condition of the specified dependency and ignore conditions