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Bump mlflow from 2.18.0 to 2.19.0 in the pip-others group #4150

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Dec 13, 2024

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

Updates mlflow from 2.18.0 to 2.19.0

Release notes

Sourced from mlflow's releases.

MLflow 2.19.0rc0

We are excited to announce the release of MLflow 2.19.0rc0! This release includes a number of significant features, enhancements, and bug fixes.

Major New Features

  • ChatModel enhancements - ChatModel now adopts ChatCompletionRequest and ChatCompletionResponse as its new schema. The predict_stream interface uses ChatCompletionChunk to deliver true streaming responses. Additionally, the custom_inputs and custom_outputs fields in ChatModel now utilize AnyType, enabling support for a wider variety of data types. (#13782, #13857, @​stevenchen-db)
  • Any Type in model signature - MLflow now supports AnyType in model signature. It can be used to host any data types that were not supported before. (#13766, @​serena-ruan)
  • Tracing improvements - MLflow Tracing now supports both automatic and manual tracing for DSPy, LlamaIndex and Langchain flavors. Tracing feature is also auto-enabled for mlflow evaluation for all supported flavors. (#13790, #13793, #13795, #13897, @​B-Step62)
  • New Tracing Integrations - MLflow Tracing now supports CrewAI and Anthropic, enabling a one-line, fully automated tracing experience. (#13903, @​TomeHirata, #13851, @​gabrielfu)

Other Features:

  • [Tracking] Add update_current_trace API for adding tags to an active trace. (#13828, @​B-Step62)
  • [Deployments] Update databricks deployments to support AI gateway & additional update endpoints (#13513, @​djliden)

Bug fixes:

Documentation updates:

Small bug fixes and documentation updates:

#13972, #13968, #13917, #13912, #13906, #13846, @​serena-ruan; #13969, #13959, #13957, #13958, #13925, #13882, #13879, #13881, #13869, #13870, #13868, #13854, #13849, #13847, #13836, #13823, #13811, #13820, #13775, #13768, #13764, @​harupy; #13960, #13914, #13862, #13892, #13916, #13918, #13915, #13878, #13891, #13863, #13859, #13850, #13844, #13835, #13818, #13762, @​B-Step62; #13913, #13848, #13774, @​TomeHirata; #13936, #13954, #13883, @​daniellok-db; #13947, @​AHB102; #13929, #13922, @​Ajay-Satish-01; #13773, @​BenWilson2; #13705, @​williamjamir; #13745, #13743, @​WeichenXu123; #13895, @​chenmoneygithub

Changelog

Sourced from mlflow's changelog.

2.19.0 (2024-12-11)

We are excited to announce the release of MLflow 2.19.0! This release includes a number of significant features, enhancements, and bug fixes.

Major New Features

  • ChatModel enhancements - ChatModel now adopts ChatCompletionRequest and ChatCompletionResponse as its new schema. The predict_stream interface uses ChatCompletionChunk to deliver true streaming responses. Additionally, the custom_inputs and custom_outputs fields in ChatModel now utilize AnyType, enabling support for a wider variety of data types. Note: In a future version of MLflow, ChatParams (and by extension, ChatCompletionRequest) will have the default values for n, temperature, and stream removed. (#13782, #13857, @​stevenchen-db)

  • Tracing improvements - MLflow Tracing now supports both automatic and manual tracing for DSPy, LlamaIndex and Langchain flavors. Tracing feature is also auto-enabled for mlflow evaluation for all supported flavors. (#13790, #13793, #13795, #13897, @​B-Step62)

  • New Tracing Integrations - MLflow Tracing now supports CrewAI and Anthropic, enabling a one-line, fully automated tracing experience. (#13903, @​TomeHirata, #13851, @​gabrielfu)

  • Any Type in model signature - MLflow now supports AnyType in model signature. It can be used to host any data types that were not supported before. (#13766, @​serena-ruan)

Other Features:

  • [Tracking] Add update_current_trace API for adding tags to an active trace. (#13828, @​B-Step62)
  • [Deployments] Update databricks deployments to support AI gateway & additional update endpoints (#13513, @​djliden)
  • [Models] Support uv in mlflow.models.predict (#13824, @​serena-ruan)
  • [Models] Add type hints support including pydantic models (#13924, @​serena-ruan)
  • [Tracking] Add the trace.search_spans() method for searching spans within traces (#13984, @​B-Step62)

Bug fixes:

Documentation updates:

Small bug fixes and documentation updates:

#13972, #13968, #13917, #13912, #13906, #13846, @​serena-ruan; #13969, #13959, #13957, #13958, #13925, #13882, #13879, #13881, #13869, #13870, #13868, #13854, #13849, #13847, #13836, #13823, #13811, #13820, #13775, #13768, #13764, @​harupy; #13960, #13914, #13862, #13892, #13916, #13918, #13915, #13878, #13891, #13863, #13859, #13850, #13844, #13835, #13818, #13762, @​B-Step62; #13913, #13848, #13774, @​TomeHirata; #13936, #13954, #13883, @​daniellok-db; #13947, @​AHB102; #13929, #13922, @​Ajay-Satish-01; #13857, @​stevenchen-db; #13773, @​BenWilson2; #13705, @​williamjamir; #13745, #13743, @​WeichenXu123; #13895, @​chenmoneygithub; #14023, @​theBeginner86

Commits
  • ad17101 Run python3 dev/update_mlflow_versions.py pre-release ... (#14055)
  • 31962bf Drop support for LightGBM < 3.3 (#14032)
  • 0e0b689 Use mean_squared_error if root_mean_squared_error is unavailable (#14040)
  • a3dc2e0 Add warning for removing default values in ChatParams (#14043)
  • c95c4a4 Temporarily pin sklearn to <1.6 in test requirements (#14038)
  • dabf714 Fix eval test failure (#14036)
  • c94bfc0 Make the source in Assessment optional & add CODE as a new AssessmentSourceTy...
  • 168a859 Remove deprecated squared parameter (#14028)
  • 16f550e return empty array when DatabricksSDKModelsArtifactRepository.list_artifacts ...
  • 84579de [tracing] Fix Tracing section (#14023)
  • Additional commits viewable in compare view

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Bumps the pip-others group with 1 update: [mlflow](https://github.com/mlflow/mlflow).


Updates `mlflow` from 2.18.0 to 2.19.0
- [Release notes](https://github.com/mlflow/mlflow/releases)
- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)
- [Commits](mlflow/mlflow@v2.18.0...v2.19.0)

---
updated-dependencies:
- dependency-name: mlflow
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: pip-others
...

Signed-off-by: dependabot[bot] <[email protected]>
@dependabot dependabot bot requested a review from samet-akcay as a code owner December 11, 2024 12:43
@dependabot dependabot bot added the DEPENDENCY Any changes in any dependencies (new dep or its version) should be produced via Change Request on PM label Dec 11, 2024
@dependabot dependabot bot requested a review from eugene123tw as a code owner December 11, 2024 12:43
@dependabot dependabot bot added the python Pull requests that update Python code label Dec 11, 2024
@github-actions github-actions bot added the BUILD label Dec 11, 2024
@sovrasov sovrasov merged commit 387e47b into develop Dec 13, 2024
20 checks passed
@sovrasov sovrasov deleted the dependabot/pip/pip-others-a65d56d507 branch December 13, 2024 11:01
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