chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost #4692

dependabot · 2024-05-16T18:01:45Z

Bumps mlflow from 2.11.1 to 2.12.1.

Release notes

MLflow 2.12.1 includes several major features and improvements

With this release, we're pleased to introduce several major new features that are focused on enhanced GenAI support, Deep Learning workflows involving images, expanded table logging functionality, and general usability enhancements within the UI and external integrations.

Major Features and Improvements:

PromptFlow: Introducing the new PromptFlow flavor, designed to enrich the GenAI landscape within MLflow. This feature simplifies the creation and management of dynamic prompts, enhancing user interaction with AI models and streamlining prompt engineering processes. (#11311, #11385 @brynn-code)

Enhanced Metadata Sharing for Unity Catalog: MLflow now supports the ability to share metadata (and not model weights) within Databricks Unity Catalog. When logging a model, this functionality enables the automatic duplication of metadata into a dedicated subdirectory, distinct from the model’s actual storage location, allowing for different sharing permissions and access control limits. (#11357, #11720 @WeichenXu123)

Code Paths Unification and Standardization: We have unified and standardized the code_paths parameter across all MLflow flavors to ensure a cohesive and streamlined user experience. This change promotes consistency and reduces complexity in the model deployment lifecycle. (#11688, @BenWilson2)

ChatOpenAI and AzureChatOpenAI Support: Support for the ChatOpenAI and AzureChatOpenAI interfaces has been integrated into the LangChain flavor, facilitating seamless deployment of conversational AI models. This development opens new doors for building sophisticated and responsive chat applications leveraging cutting-edge language models. (#11644, @B-Step62)

Custom Models in Sentence-Transformers: The sentence-transformers flavor now supports custom models, allowing for a greater flexibility in deploying tailored NLP solutions. (#11635, @B-Step62)

Native MLflow Image support in the log_image API: Added support for optimized image logging, including step-based iterative logging for images generated as part of a training run. This feature enables the ability to track your image generation, classification, segmentation, enhancement and object detection deep learning models effortlessly. (#11243, #11404, @jessechancy)

Image Support for Log Table: With the addition of image support in log_table, MLflow enhances its capabilities in handling rich media. This functionality allows for direct logging and visualization of images within the platform, improving the interpretability and analysis of visual data. (#11535, @jessechancy)

Streaming Support for LangChain: The newly introduced predict_stream API for LangChain models supports streaming outputs, enabling real-time output for chain invocation via pyfunc. This feature is pivotal for applications requiring continuous data processing and instant feedback. (#11490, #11580 @WeichenXu123)

Security Fixes:

Security Patch: Addressed a critical Local File Read/Path Traversal vulnerability within the Model Registry, ensuring robust protection against unauthorized access and securing user data integrity. (#11376, @WeichenXu123)

Features:

[Models] Add the PromptFlow flavor (#11311, #11385 @brynn-code)

[Models] Add a new predict_stream API for streamable output for Langchain models and the DatabricksDeploymentClient (#11490, #11580 @WeichenXu123)

[Models] Deprecate and add code_paths alias for code_path in pyfunc to be standardized to other flavor implementations (#11688, @BenWilson2)

[Models] Add support for custom models within the sentence-transformers flavor (#11635, @B-Step62)

[Models] Enable Spark MapType support within model signatures when used with Spark udf inference (#11265, @WeichenXu123)

[Models] Add support for metadata-only sharing within Unity Catalog through the use of a subdirectory (#11357, #11720 @WeichenXu123)

[Models] Add Support for the ChatOpenAI and AzureChatOpenAI LLM interfaces within the LangChain flavor (#11644, @B-Step62)

[Artifacts] Add support for utilizing presigned URLs when uploading and downloading files when using Unity Catalog (#11534, @artjen)

[Artifacts] Add a new Image object for handling the logging and optimized compression of images (#11404, @jessechancy)

[Artifacts] Add time and step-based metadata to the logging of images (#11243, @jessechancy)

[Artifacts] Add the ability to log a dataset to Unity Catalog by means of UCVolumeDatasetSource (#11301, @chenmoneygithub)

[Tracking] Remove the restrictions for logging a table in Delta format to no longer require running within a Databricks environment (#11521, @chenmoneygithub)

[Tracking] Add support for logging mlflow.Image files within tables (#11535, @jessechancy)

[Server-infra] Introduce override configurations for controlling how http retries are handled (#11590, @BenWilson2)

[Deployments] Implement chat & chat streaming for Anthropic within the MLflow deployments server (#11195, @gabrielfu)

Security fixes:

[Model Registry] Fix Local File Read/Path Traversal (LFI) bypass vulnerability (#11376, @WeichenXu123)

Bug fixes:

... (truncated)

Changelog

Sourced from mlflow's changelog.

2.12.1 (2024-04-17)

MLflow 2.12.1 includes several major features and improvements

With this release, we're pleased to introduce several major new features that are focused on enhanced GenAI support, Deep Learning workflows involving images, expanded table logging functionality, and general usability enhancements within the UI and external integrations.

Major Features and Improvements:

PromptFlow: Introducing the new PromptFlow flavor, designed to enrich the GenAI landscape within MLflow. This feature simplifies the creation and management of dynamic prompts, enhancing user interaction with AI models and streamlining prompt engineering processes. (#11311, #11385 @brynn-code)

Enhanced Metadata Sharing for Unity Catalog: MLflow now supports the ability to share metadata (and not model weights) within Databricks Unity Catalog. When logging a model, this functionality enables the automatic duplication of metadata into a dedicated subdirectory, distinct from the model’s actual storage location, allowing for different sharing permissions and access control limits. (#11357, #11720 @WeichenXu123)

Code Paths Unification and Standardization: We have unified and standardized the code_paths parameter across all MLflow flavors to ensure a cohesive and streamlined user experience. This change promotes consistency and reduces complexity in the model deployment lifecycle. (#11688, @BenWilson2)

ChatOpenAI and AzureChatOpenAI Support: Support for the ChatOpenAI and AzureChatOpenAI interfaces has been integrated into the LangChain flavor, facilitating seamless deployment of conversational AI models. This development opens new doors for building sophisticated and responsive chat applications leveraging cutting-edge language models. (#11644, @B-Step62)

Custom Models in Sentence-Transformers: The sentence-transformers flavor now supports custom models, allowing for a greater flexibility in deploying tailored NLP solutions. (#11635, @B-Step62)

Image Support for Log Table: With the addition of image support in log_table, MLflow enhances its capabilities in handling rich media. This functionality allows for direct logging and visualization of images within the platform, improving the interpretability and analysis of visual data. (#11535, @jessechancy)

Streaming Support for LangChain: The newly introduced predict_stream API for LangChain models supports streaming outputs, enabling real-time output for chain invocation via pyfunc. This feature is pivotal for applications requiring continuous data processing and instant feedback. (#11490, #11580 @WeichenXu123)

Security Fixes:

Security Patch: Addressed a critical Local File Read/Path Traversal vulnerability within the Model Registry, ensuring robust protection against unauthorized access and securing user data integrity. (#11376, @WeichenXu123)

Features:

[Models] Add the PromptFlow flavor (#11311, #11385 @brynn-code)

[Models] Add a new predict_stream API for streamable output for Langchain models and the DatabricksDeploymentClient (#11490, #11580 @WeichenXu123)

[Models] Deprecate and add code_paths alias for code_path in pyfunc to be standardized to other flavor implementations (#11688, @BenWilson2)

[Models] Add support for custom models within the sentence-transformers flavor (#11635, @B-Step62)

[Models] Enable Spark MapType support within model signatures when used with Spark udf inference (#11265, @WeichenXu123)

[Models] Add support for metadata-only sharing within Unity Catalog through the use of a subdirectory (#11357, #11720 @WeichenXu123)

[Models] Add Support for the ChatOpenAI and AzureChatOpenAI LLM interfaces within the LangChain flavor (#11644, @B-Step62)

[Artifacts] Add support for utilizing presigned URLs when uploading and downloading files when using Unity Catalog (#11534, @artjen)

[Artifacts] Add a new Image object for handling the logging and optimized compression of images (#11404, @jessechancy)

[Artifacts] Add time and step-based metadata to the logging of images (#11243, @jessechancy)

[Artifacts] Add the ability to log a dataset to Unity Catalog by means of UCVolumeDatasetSource (#11301, @chenmoneygithub)

[Tracking] Remove the restrictions for logging a table in Delta format to no longer require running within a Databricks environment (#11521, @chenmoneygithub)

[Tracking] Add support for logging mlflow.Image files within tables (#11535, @jessechancy)

[Server-infra] Introduce override configurations for controlling how http retries are handled (#11590, @BenWilson2)

[Deployments] Implement chat & chat streaming for Anthropic within the MLflow deployments server (#11195, @gabrielfu)

Security fixes:

[Model Registry] Fix Local File Read/Path Traversal (LFI) bypass vulnerability (#11376, @WeichenXu123)

Bug fixes:

... (truncated)

Commits

328242e Run python3 dev/update_mlflow_versions.py pre-release ... (#11732)
37648ac Fix setuptools.package-data (#11731)
bfa525e Run python3 dev/update_mlflow_versions.py pre-release ... (#11728)
475c4d4 Run python3 dev/update_requirements.py --requirements-... (#11726)
bbb70de Run python3 dev/update_ml_package_versions.py (#11727)
35b6ec8 Run python3 dev/update_pypi_package_index.py (#11725)
b16f0ac Fix Typos in the MLflow Tracking artifact store guide (#11723)
00f8b47 Fix dataset _to_mlflow_entity (#11722)
9fbd6a4 Use pre-commit to format files in autoformat workflow (#11718)
e608d13 Update metadata sharing to only include four files (#11721)
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Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com>

codecov · 2024-06-03T21:03:23Z

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 87.37%. Comparing base (c63a2d3) to head (2269b49).
Report is 2 commits behind head on master.

Additional details and impacted files

@@           Coverage Diff           @@
##           master    #4692   +/-   ##
=======================================
  Coverage   87.37%   87.37%           
=======================================
  Files         398      398           
  Lines       37827    37827           
=======================================
  Hits        33051    33051           
  Misses       4776     4776

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

* fix: mainline alt config parsing (#4602) * fix: parsing * fix: commit tests * fix: types * updated * fix * Add Triton v24.03 URI (#4605) Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com> * feature: support session tag chaining for training job (#4596) * feature: support session tag chaining for training job * fix: resolve typo * fix: resolve typo and build failure * fix: resolve typo and unit test failure --------- Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com> * prepare release v2.217.0 * update development version to v2.217.1.dev0 * fix: properly close files in lineage queries and tests (#4587) Closes #4458 * feature: set default allow_pickle param to False (#4557) * breaking: set default allow_pickle param to False * breaking: fix unit tests and linting NumpyDeserializer will not allow deserialization unless allow_pickle flag is set to True explicitly * fix: black-check --------- Co-authored-by: Ashwin Krishna <ashwikri@amazon.com> * Fix:invalid component error with new metadata (#4634) * fix: invalid component name * tests * format * fix vulnerable model integ tests llama 2 * updated * fix: training dataset location * prepare release v2.218.0 * update development version to v2.218.1.dev0 * chore: update skipped flaky tests (#4644) * Update skipped flaky tests * flake8 * format * format * chore: release tgi 2.0.1 (#4642) * chore: release tgi 2.0.1 * minor fix --------- Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com> * fix: Fix UserAgent logging in Python SDK (#4647) * prepare release v2.218.1 * update development version to v2.218.2.dev0 * feature: allow choosing js payload by alias in private method * Updates for SMP v2.3.1 (#4660) Co-authored-by: Suhit Kodgule <skodgule@amazon.com> * chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /doc (#4655) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump tqdm from 4.66.2 to 4.66.3 in /tests/data/serve_resources/mlflow/pytorch (#4650) Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.66.2 to 4.66.3. - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.66.2...v4.66.3) --- updated-dependencies: - dependency-name: tqdm dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /requirements/extras (#4654) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * prepare release v2.219.0 * update development version to v2.219.1.dev0 * fix: skip flakey tests pending investigation (#4667) * change: update image_uri_configs 05-09-2024 07:17:41 PST * Add tensorflow_serving support for mlflow models and enable lineage tracking for mlflow models (#4662) * Initial commit for tensorflow_serving support of MLflow * Add integ tests for mlflow tf_serving * fix style issues * remove unused attributes from tf builder * Add deep ping for tf_serving local mode * Initial commit for lineage impl * Initial commit for tensorflow_serving support of MLflow * Add integ tests for mlflow tf_serving * fix style issues * remove unused attributes from tf builder * Add deep ping for tf_serving local mode * Add integ tests and uts * fix local mode for tf_serving * Allow lineage tracking only in sagemaker endpoint mode * fix regex pattern * fix style issues * fix regex pattern and hard coded py version in ut * fix missing session * Resolve pr comments and fix regex for mlflow registry and ids * fix: model builder race condition on sagemaker session (#4673) Co-authored-by: Jonathan Makunga <makung@amazon.com> * feat: Add telemetry support for mlflow models (#4674) * Initial commit for telemetry support * Fix style issues and add more logger messages * fix value error messages in ut * feat: add new images for HF TGI release (#4677) * chore: add new images for HF TGI release * test * feature: AutoGluon 1.1.0 image_uris update (#4679) Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-154.us-west-2.compute.internal> * change: add debug logs to workflow container dist creation (#4682) * prepare release v2.220.0 * update development version to v2.220.1.dev0 * fix: Image URI should take precedence for HF models (#4684) * Fix: Image URI should take precedence for HF models * Fix formatting * Fix formatting * Fix formatting * Increase coverage - UT pass * feat: onboard tei image config to pysdk (#4681) * feat: onboard tei image config to pysdk * fix formatting issue * minor fix func name * fix unit tests --------- Co-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com> * fix: model builder limited container support for endpoint mode. (#4683) * Allow ModelBuilder's endpoint mode for Jumpstart models packaged with containers other than TGI and DJL * increase coverage * Add JS Support for MMS Serving * Add JS Support for MMS Serving * Unit tests * Refactoring * Refactoring * Refactoring --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * change: Add more debuging (#4687) * change: cover tei with image_uris.retrieve API (#4689) * fix: JS Model with non-TGI/non-DJL deployment failure (#4688) * Debug * Debug * Debug * Debug * Debug * Debug * fix docstyle * Refactoring * Add Integ tests --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * Feat: Pull latest tei container for sentence similiarity models on HuggingFace hub (#4686) * Update: Pull latest tei container for sentence similiarity models * Fix formatting * Address PR comments * Fix formatting * Fix check * Switch sentence similarity to be deployed on tgi * Fix formatting * Fix formatting * Fix formatting * Fix formatting * Introduce TEI builder with TGI server * Fix formmatting * Add integ test * Fix formatting * Add integ test * Add integ test * Add integ test * Add integ test * Add integ test * Fix formatting * Move to G5 for integ test * Fix formatting * Integ test updates * Integ test updates * Integ test updates * Fix formatting * Integ test updates * Move back to generate for ping * Integ test updates * Integ test updates * Fix: Add Image URI overrides for transformers models (#4693) * Fix: Add Image URI overrides for transformers models * Increase coverage * Fix formatting * prepare release v2.221.0 * update development version to v2.221.1.dev0 * Add tei cpu image (#4695) * Add tei cpu image * fix format issue * fix unit tests * fix typo * fix typo * Feat: Add TEI support for ModelBuilder (#4694) * Add TEI Serving * Add TEI Serving * Add TEI Serving * Add TEI Serving * Add TEI Serving * Add TEI Serving * Notebook testing * Notebook testing * Notebook testing * Refactoring * Refactoring * UT * UT * Refactoring * Test coverage * Refactoring * Refactoring --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * Convert pytorchddp distribution to smdistributed distribution (#4698) * rewrite pytorchddp to smdistributed * remove instance type check * Update estimator.py * remove validate_pytorch_distribution * fix * fix unit tests * fix formatting * check instance type not None * prepare release v2.221.1 * update development version to v2.221.2.dev0 * Update: SM Endpoint Routing Strategy Support. (#4702) * RoutingConfig * Refactoring * Docstring * UT * Refactoring * Refactoring --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * change: update image_uri_configs 05-29-2024 07:17:35 PST * Making project name in workflow files dynamic (#4708) * fix: Fix ci unit-tests (#4713) * chore(deps): bump requests from 2.31.0 to 2.32.2 in /tests/data/serve_resources/mlflow/pytorch (#4709) Bumps [requests](https://github.com/psf/requests) from 2.31.0 to 2.32.2. - [Release notes](https://github.com/psf/requests/releases) - [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md) - [Commits](psf/requests@v2.31.0...v2.32.2) --- updated-dependencies: - dependency-name: requests dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump apache-airflow from 2.9.0 to 2.9.1 in /requirements/extras (#4703) * chore(deps): bump apache-airflow in /requirements/extras Bumps [apache-airflow](https://github.com/apache/airflow) from 2.9.0 to 2.9.1. - [Release notes](https://github.com/apache/airflow/releases) - [Changelog](https://github.com/apache/airflow/blob/main/RELEASE_NOTES.rst) - [Commits](apache/airflow@2.9.0...2.9.1) --- updated-dependencies: - dependency-name: apache-airflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> * Update tox.ini to bump apache-airflow --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com> * chore(deps): bump mlflow from 2.10.2 to 2.12.1 in /tests/data/serve_resources/mlflow/pytorch (#4690) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.10.2 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.10.2...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost (#4692) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/tensorflow (#4691) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * change: Updates for DJL 0.28.0 release (#4701) * Sync Branch --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com> Co-authored-by: Nikhil Kulkarni <knikhil29@gmail.com> Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com> Co-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com> Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com> Co-authored-by: ci <ci> Co-authored-by: Justin <justinm088@hotmail.com> Co-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com> Co-authored-by: Ashwin Krishna <ashwikri@amazon.com> Co-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com> Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com> Co-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com> Co-authored-by: Keerthan Vasist <kvasist@amazon.com> Co-authored-by: SuhitK <kodgule.suhit@gmail.com> Co-authored-by: Suhit Kodgule <skodgule@amazon.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: sagemaker-bot <sagemaker-bot@amazon.com> Co-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com> Co-authored-by: Jonathan Makunga <makung@amazon.com> Co-authored-by: Prateek M Desai <prateekmdesai04@gmail.com> Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-154.us-west-2.compute.internal> Co-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com> Co-authored-by: Samrudhi Sharma <154457034+samruds@users.noreply.github.com> Co-authored-by: Tom Bousso <tombousso@gmail.com> Co-authored-by: Zhaoqi <jzhaoqwa@amazon.com> Co-authored-by: Tyler Osterberg <tyoster@amazon.com>

…esources/mlflow/xgboost (aws#4692) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Sync Master benchmark feature (aws#1461) * feat: support config_name in all JumpStart interfaces (aws#4583) (aws#4607) * add-config-name * address comments * updates for set config * docstyle * updates * fix * format * format * remove tests * Add ReadOnly APIs (aws#4606) * Add ReadOnly APIs * Resolving PR review comments * Resolve PR review comments * Refactoring * Refactoring * Add Caching * Refactore * Resolving conflicts * Add Unit Tests * Fix Unit Tests * Fix unit tests * Fix UT * Refactoring * Fix Integ tests * refactoring after Notebook testing * Fix code styles --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * feat: tag JumpStart resource with config names (aws#4608) * tag config name * format * resolving comments * format * format * update * fix * format * updates inference component config name * fix: tests * ModelBuilder: Add functionalities to get and set deployment config. (aws#4614) * Add funtionalities to get and set deployment config * Resolve PR comments * ModelBuilder-JS * Add Unit tests * Refactoring * Testing with Notebook * Test backward compatibility * Remove Accelerated column if all not enabled * Fix docstring * Resolved PR Review comments * Docstring * increase code coverage --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * Benchmark feature v2 (aws#4618) * Add funtionalities to get and set deployment config * Resolve PR comments * ModelBuilder-JS * Add Unit tests * Refactoring * Testing with Notebook * Test backward compatibility * Remove Accelerated column if all not enabled * Fix docstring * Resolved PR Review comments * Docstring * increase code coverage * Testing fix with Notebook * Only fetch instance rate metrics if not present * Increase code coverage --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * fix: populate default config name to model (aws#4617) * fix: populate default config name to model * update condition * fix * format * flake8 * fix tests * fix coverage * temporarily skip integ test vulnerbility * fix tolerate attach method * format * fix predictor * format * Fix fetch instance rate bug (aws#4624) Co-authored-by: Jonathan Makunga <makung@amazon.com> * chore: require config name and instance type in set_deployment_config (aws#4625) * require config_name and instance_type in set config * docstring * add supported instance types check * add more tests * format * fix tests * Deployment Configs - Follow-ups (aws#4626) * Init Deployment configs outside Model init. * Testing with NB * Testing with NB-V2 * Refactoring, NB testing * NB Testing and Refactoring * Testing * Refactoring * Testing with NB * Debug * Debug display API * Debug with NB * Testing with NB * Refactoring * Refactoring * Refactoring and NB testing * Testing with NB * Refactoring * Prefix instance type with ml * Fix unit tests --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * fix: use different separator to flatten dict (aws#4629) * Use separate tags for inference and training configs (aws#4635) * Use separate tags for inference and training * format * format * format * format * Add supported inference and incremental training configs (aws#4637) * supported inference configs * add tests * format * tests * tests * address comments * format and address comments * updates * formt * format * Benchmark feature fixes (aws#4632) * Filter down Benchmark Metrics * Filter down Benchmark Metrics * Testing NB * Testing MB * Testing * Refactoring * Unit tests * Display instance type first, and instance rate last * Display unbalanced metrics * Testing with NB * Testing with NB * Debug * Debug * Testing with NB * Testing with NB * Testing with NB * Refactoring * Refactoring * Refactoring * Unit tests * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Refactoring * Debug * Config ranking * Debug * Debug * Debug * Debug * Debug * Ranking * Ranking-Debug * Ranking-Debug * Ranking-Debug * Ranking-Debug * Ranking-Debug * Ranking-Debug * Debug * Debug * Debug * Debug * Refactoring * Contact JumpStart team to fix flaky test. test_list_jumpstart_models_script_filter --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * fix: typo and merge with master branch (aws#4649) * Merge master into benchmark feature (aws#4652) * Merge master into master-benchmark-feature (aws#4656) * Master benchmark feature (aws#4658) * Master benchmark feature merge master (aws#4661) * Master benchmark feature (aws#4672) * fix: mainline alt config parsing (aws#4602) * fix: parsing * fix: commit tests * fix: types * updated * fix * Add Triton v24.03 URI (aws#4605) Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com> * feature: support session tag chaining for training job (aws#4596) * feature: support session tag chaining for training job * fix: resolve typo * fix: resolve typo and build failure * fix: resolve typo and unit test failure --------- Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com> * prepare release v2.217.0 * update development version to v2.217.1.dev0 * fix: properly close files in lineage queries and tests (aws#4587) Closes aws#4458 * feature: set default allow_pickle param to False (aws#4557) * breaking: set default allow_pickle param to False * breaking: fix unit tests and linting NumpyDeserializer will not allow deserialization unless allow_pickle flag is set to True explicitly * fix: black-check --------- Co-authored-by: Ashwin Krishna <ashwikri@amazon.com> * Fix:invalid component error with new metadata (aws#4634) * fix: invalid component name * tests * format * fix vulnerable model integ tests llama 2 * updated * fix: training dataset location * prepare release v2.218.0 * update development version to v2.218.1.dev0 * chore: update skipped flaky tests (aws#4644) * Update skipped flaky tests * flake8 * format * format * chore: release tgi 2.0.1 (aws#4642) * chore: release tgi 2.0.1 * minor fix --------- Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com> * fix: Fix UserAgent logging in Python SDK (aws#4647) * prepare release v2.218.1 * update development version to v2.218.2.dev0 * feature: allow choosing js payload by alias in private method * Updates for SMP v2.3.1 (aws#4660) Co-authored-by: Suhit Kodgule <skodgule@amazon.com> * chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /doc (aws#4655) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump tqdm from 4.66.2 to 4.66.3 in /tests/data/serve_resources/mlflow/pytorch (aws#4650) Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.66.2 to 4.66.3. - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.66.2...v4.66.3) --- updated-dependencies: - dependency-name: tqdm dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /requirements/extras (aws#4654) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * prepare release v2.219.0 * update development version to v2.219.1.dev0 * fix: skip flakey tests pending investigation (aws#4667) * change: update image_uri_configs 05-09-2024 07:17:41 PST * Add tensorflow_serving support for mlflow models and enable lineage tracking for mlflow models (aws#4662) * Initial commit for tensorflow_serving support of MLflow * Add integ tests for mlflow tf_serving * fix style issues * remove unused attributes from tf builder * Add deep ping for tf_serving local mode * Initial commit for lineage impl * Initial commit for tensorflow_serving support of MLflow * Add integ tests for mlflow tf_serving * fix style issues * remove unused attributes from tf builder * Add deep ping for tf_serving local mode * Add integ tests and uts * fix local mode for tf_serving * Allow lineage tracking only in sagemaker endpoint mode * fix regex pattern * fix style issues * fix regex pattern and hard coded py version in ut * fix missing session * Resolve pr comments and fix regex for mlflow registry and ids * fix: model builder race condition on sagemaker session (aws#4673) Co-authored-by: Jonathan Makunga <makung@amazon.com> * feat: Add telemetry support for mlflow models (aws#4674) * Initial commit for telemetry support * Fix style issues and add more logger messages * fix value error messages in ut * feat: add new images for HF TGI release (aws#4677) * chore: add new images for HF TGI release * test * feature: AutoGluon 1.1.0 image_uris update (aws#4679) Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-154.us-west-2.compute.internal> * change: add debug logs to workflow container dist creation (aws#4682) * prepare release v2.220.0 * update development version to v2.220.1.dev0 * fix: Image URI should take precedence for HF models (aws#4684) * Fix: Image URI should take precedence for HF models * Fix formatting * Fix formatting * Fix formatting * Increase coverage - UT pass * feat: support config_name in all JumpStart interfaces (aws#4583) (aws#4607) * add-config-name * address comments * updates for set config * docstyle * updates * fix * format * format * remove tests * Add ReadOnly APIs (aws#4606) * Add ReadOnly APIs * Resolving PR review comments * Resolve PR review comments * Refactoring * Refactoring * Add Caching * Refactore * Resolving conflicts * Add Unit Tests * Fix Unit Tests * Fix unit tests * Fix UT * Refactoring * Fix Integ tests * refactoring after Notebook testing * Fix code styles --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * feat: tag JumpStart resource with config names (aws#4608) * tag config name * format * resolving comments * format * format * update * fix * format * updates inference component config name * fix: tests * ModelBuilder: Add functionalities to get and set deployment config. (aws#4614) * Add funtionalities to get and set deployment config * Resolve PR comments * ModelBuilder-JS * Add Unit tests * Refactoring * Testing with Notebook * Test backward compatibility * Remove Accelerated column if all not enabled * Fix docstring * Resolved PR Review comments * Docstring * increase code coverage --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * Benchmark feature v2 (aws#4618) * Add funtionalities to get and set deployment config * Resolve PR comments * ModelBuilder-JS * Add Unit tests * Refactoring * Testing with Notebook * Test backward compatibility * Remove Accelerated column if all not enabled * Fix docstring * Resolved PR Review comments * Docstring * increase code coverage * Testing fix with Notebook * Only fetch instance rate metrics if not present * Increase code coverage --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * fix: populate default config name to model (aws#4617) * fix: populate default config name to model * update condition * fix * format * flake8 * fix tests * fix coverage * temporarily skip integ test vulnerbility * fix tolerate attach method * format * fix predictor * format * Fix fetch instance rate bug (aws#4624) Co-authored-by: Jonathan Makunga <makung@amazon.com> * chore: require config name and instance type in set_deployment_config (aws#4625) * require config_name and instance_type in set config * docstring * add supported instance types check * add more tests * format * fix tests * Deployment Configs - Follow-ups (aws#4626) * Init Deployment configs outside Model init. * Testing with NB * Testing with NB-V2 * Refactoring, NB testing * NB Testing and Refactoring * Testing * Refactoring * Testing with NB * Debug * Debug display API * Debug with NB * Testing with NB * Refactoring * Refactoring * Refactoring and NB testing * Testing with NB * Refactoring * Prefix instance type with ml * Fix unit tests --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * fix: use different separator to flatten dict (aws#4629) * Use separate tags for inference and training configs (aws#4635) * Use separate tags for inference and training * format * format * format * format * Add supported inference and incremental training configs (aws#4637) * supported inference configs * add tests * format * tests * tests * address comments * format and address comments * updates * formt * format * Benchmark feature fixes (aws#4632) * Filter down Benchmark Metrics * Filter down Benchmark Metrics * Testing NB * Testing MB * Testing * Refactoring * Unit tests * Display instance type first, and instance rate last * Display unbalanced metrics * Testing with NB * Testing with NB * Debug * Debug * Testing with NB * Testing with NB * Testing with NB * Refactoring * Refactoring * Refactoring * Unit tests * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Custom lru * Refactoring * Debug * Config ranking * Debug * Debug * Debug * Debug * Debug * Ranking * Ranking-Debug * Ranking-Debug * Ranking-Debug * Ranking-Debug * Ranking-Debug * Ranking-Debug * Debug * Debug * Debug * Debug * Refactoring * Contact JumpStart team to fix flaky test. test_list_jumpstart_models_script_filter --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * fix: typo and merge with master branch (aws#4649) * Merge master into benchmark feature (aws#4652) * Merge master into master-benchmark-feature (aws#4656) * Master benchmark feature (aws#4658) * Remove duplicate line in types.py * Remove duplicate lines * Remove duplicate lines * Remove duplicate lines * Remove duplicate lines * fix unit test --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com> Co-authored-by: Nikhil Kulkarni <knikhil29@gmail.com> Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com> Co-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com> Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com> Co-authored-by: ci <ci> Co-authored-by: Justin <justinm088@hotmail.com> Co-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com> Co-authored-by: Ashwin Krishna <ashwikri@amazon.com> Co-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com> Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com> Co-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com> Co-authored-by: Keerthan Vasist <kvasist@amazon.com> Co-authored-by: SuhitK <kodgule.suhit@gmail.com> Co-authored-by: Suhit Kodgule <skodgule@amazon.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: sagemaker-bot <sagemaker-bot@amazon.com> Co-authored-by: jiapinw <95885824+jiapinw@users.noreply.github.com> Co-authored-by: Jonathan Makunga <54963715+makungaj1@users.noreply.github.com> Co-authored-by: Jonathan Makunga <makung@amazon.com> Co-authored-by: Prateek M Desai <prateekmdesai04@gmail.com> Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-154.us-west-2.compute.internal> Co-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com> Co-authored-by: Samrudhi Sharma <154457034+samruds@users.noreply.github.com> Co-authored-by: evakravi <69981223+evakravi@users.noreply.github.com> * fix benchmark feature read-only apis (aws#4675) * Rearrange benchmark metric table * Refactoring * Refactoring * Refactoring * Refactoring * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Debug * Refactoring * Refactoring * Refactoring * Refactoring * Refactoring * Add Unit tests * Refactoring * Refactoring * hide index from DataFrame --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * feat: update alt config to work with model packages (aws#4706) * feat: update alt config to work with model packages * format * remove env vars for model package * fix tests * Update: ReadOnly APIs (aws#4707) * Model data arn * Refactoring * Refactoring * acceleration_configs * Refactoring * UT * Add Filter * UT * Revert "UT" * UT * UT --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * ModelBuilder to support display with filter. (aws#4712) Co-authored-by: Jonathan Makunga <makung@amazon.com> * Sync branch (aws#4718) * fix: mainline alt config parsing (aws#4602) * fix: parsing * fix: commit tests * fix: types * updated * fix * Add Triton v24.03 URI (aws#4605) Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com> * feature: support session tag chaining for training job (aws#4596) * feature: support session tag chaining for training job * fix: resolve typo * fix: resolve typo and build failure * fix: resolve typo and unit test failure --------- Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com> * prepare release v2.217.0 * update development version to v2.217.1.dev0 * fix: properly close files in lineage queries and tests (aws#4587) Closes aws#4458 * feature: set default allow_pickle param to False (aws#4557) * breaking: set default allow_pickle param to False * breaking: fix unit tests and linting NumpyDeserializer will not allow deserialization unless allow_pickle flag is set to True explicitly * fix: black-check --------- Co-authored-by: Ashwin Krishna <ashwikri@amazon.com> * Fix:invalid component error with new metadata (aws#4634) * fix: invalid component name * tests * format * fix vulnerable model integ tests llama 2 * updated * fix: training dataset location * prepare release v2.218.0 * update development version to v2.218.1.dev0 * chore: update skipped flaky tests (aws#4644) * Update skipped flaky tests * flake8 * format * format * chore: release tgi 2.0.1 (aws#4642) * chore: release tgi 2.0.1 * minor fix --------- Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com> * fix: Fix UserAgent logging in Python SDK (aws#4647) * prepare release v2.218.1 * update development version to v2.218.2.dev0 * feature: allow choosing js payload by alias in private method * Updates for SMP v2.3.1 (aws#4660) Co-authored-by: Suhit Kodgule <skodgule@amazon.com> * chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /doc (aws#4655) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump tqdm from 4.66.2 to 4.66.3 in /tests/data/serve_resources/mlflow/pytorch (aws#4650) Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.66.2 to 4.66.3. - [Release notes](https://github.com/tqdm/tqdm/releases) - [Commits](tqdm/tqdm@v4.66.2...v4.66.3) --- updated-dependencies: - dependency-name: tqdm dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump jinja2 from 3.1.3 to 3.1.4 in /requirements/extras (aws#4654) Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](pallets/jinja@3.1.3...3.1.4) --- updated-dependencies: - dependency-name: jinja2 dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * prepare release v2.219.0 * update development version to v2.219.1.dev0 * fix: skip flakey tests pending investigation (aws#4667) * change: update image_uri_configs 05-09-2024 07:17:41 PST * Add tensorflow_serving support for mlflow models and enable lineage tracking for mlflow models (aws#4662) * Initial commit for tensorflow_serving support of MLflow * Add integ tests for mlflow tf_serving * fix style issues * remove unused attributes from tf builder * Add deep ping for tf_serving local mode * Initial commit for lineage impl * Initial commit for tensorflow_serving support of MLflow * Add integ tests for mlflow tf_serving * fix style issues * remove unused attributes from tf builder * Add deep ping for tf_serving local mode * Add integ tests and uts * fix local mode for tf_serving * Allow lineage tracking only in sagemaker endpoint mode * fix regex pattern * fix style issues * fix regex pattern and hard coded py version in ut * fix missing session * Resolve pr comments and fix regex for mlflow registry and ids * fix: model builder race condition on sagemaker session (aws#4673) Co-authored-by: Jonathan Makunga <makung@amazon.com> * feat: Add telemetry support for mlflow models (aws#4674) * Initial commit for telemetry support * Fix style issues and add more logger messages * fix value error messages in ut * feat: add new images for HF TGI release (aws#4677) * chore: add new images for HF TGI release * test * feature: AutoGluon 1.1.0 image_uris update (aws#4679) Co-authored-by: Ubuntu <ubuntu@ip-172-31-9-154.us-west-2.compute.internal> * change: add debug logs to workflow container dist creation (aws#4682) * prepare release v2.220.0 * update development version to v2.220.1.dev0 * fix: Image URI should take precedence for HF models (aws#4684) * Fix: Image URI should take precedence for HF models * Fix formatting * Fix formatting * Fix formatting * Increase coverage - UT pass * feat: onboard tei image config to pysdk (aws#4681) * feat: onboard tei image config to pysdk * fix formatting issue * minor fix func name * fix unit tests --------- Co-authored-by: Mufaddal Rohawala <89424143+mufaddal-rohawala@users.noreply.github.com> * fix: model builder limited container support for endpoint mode. (aws#4683) * Allow ModelBuilder's endpoint mode for Jumpstart models packaged with containers other than TGI and DJL * increase coverage * Add JS Support for MMS Serving * Add JS Support for MMS Serving * Unit tests * Refactoring * Refactoring * Refactoring --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * change: Add more debuging (aws#4687) * change: cover tei with image_uris.retrieve API (aws#4689) * fix: JS Model with non-TGI/non-DJL deployment failure (aws#4688) * Debug * Debug * Debug * Debug * Debug * Debug * fix docstyle * Refactoring * Add Integ tests --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * Feat: Pull latest tei container for sentence similiarity models on HuggingFace hub (aws#4686) * Update: Pull latest tei container for sentence similiarity models * Fix formatting * Address PR comments * Fix formatting * Fix check * Switch sentence similarity to be deployed on tgi * Fix formatting * Fix formatting * Fix formatting * Fix formatting * Introduce TEI builder with TGI server * Fix formmatting * Add integ test * Fix formatting * Add integ test * Add integ test * Add integ test * Add integ test * Add integ test * Fix formatting * Move to G5 for integ test * Fix formatting * Integ test updates * Integ test updates * Integ test updates * Fix formatting * Integ test updates * Move back to generate for ping * Integ test updates * Integ test updates * Fix: Add Image URI overrides for transformers models (aws#4693) * Fix: Add Image URI overrides for transformers models * Increase coverage * Fix formatting * prepare release v2.221.0 * update development version to v2.221.1.dev0 * Add tei cpu image (aws#4695) * Add tei cpu image * fix format issue * fix unit tests * fix typo * fix typo * Feat: Add TEI support for ModelBuilder (aws#4694) * Add TEI Serving * Add TEI Serving * Add TEI Serving * Add TEI Serving * Add TEI Serving * Add TEI Serving * Notebook testing * Notebook testing * Notebook testing * Refactoring * Refactoring * UT * UT * Refactoring * Test coverage * Refactoring * Refactoring --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * Convert pytorchddp distribution to smdistributed distribution (aws#4698) * rewrite pytorchddp to smdistributed * remove instance type check * Update estimator.py * remove validate_pytorch_distribution * fix * fix unit tests * fix formatting * check instance type not None * prepare release v2.221.1 * update development version to v2.221.2.dev0 * Update: SM Endpoint Routing Strategy Support. (aws#4702) * RoutingConfig * Refactoring * Docstring * UT * Refactoring * Refactoring --------- Co-authored-by: Jonathan Makunga <makung@amazon.com> * change: update image_uri_configs 05-29-2024 07:17:35 PST * Making project name in workflow files dynamic (aws#4708) * fix: Fix ci unit-tests (aws#4713) * chore(deps): bump requests from 2.31.0 to 2.32.2 in /tests/data/serve_resources/mlflow/pytorch (aws#4709) Bumps [requests](https://github.com/psf/requests) from 2.31.0 to 2.32.2. - [Release notes](https://github.com/psf/requests/releases) - [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md) - [Commits](psf/requests@v2.31.0...v2.32.2) --- updated-dependencies: - dependency-name: requests dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump apache-airflow from 2.9.0 to 2.9.1 in /requirements/extras (aws#4703) * chore(deps): bump apache-airflow in /requirements/extras Bumps [apache-airflow](https://github.com/apache/airflow) from 2.9.0 to 2.9.1. - [Release notes](https://github.com/apache/airflow/releases) - [Changelog](https://github.com/apache/airflow/blob/main/RELEASE_NOTES.rst) - [Commits](apache/airflow@2.9.0...2.9.1) --- updated-dependencies: - dependency-name: apache-airflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> * Update tox.ini to bump apache-airflow --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Kalyani Nikure <110067132+knikure@users.noreply.github.com> * chore(deps): bump mlflow from 2.10.2 to 2.12.1 in /tests/data/serve_resources/mlflow/pytorch (aws#4690) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.10.2 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.10.2...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost (aws#4692) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/tensorflow (aws#4691) Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.11.1 to 2.12.1. - [Release notes](https://github.com/mlflow/mlflow/releases) - [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md) - [Commits](mlflow/mlflow@v2.11.1...v2.12.1) --- updated-dependencies: - dependency-name: mlflow dependency-type: direct:production ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * change: Updates for DJL 0.28.0 release (aws#4701) * Sync Branch --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: Haotian An <33510317+Captainia@users.noreply.github.com> Co-authored-by: Nikhil Kulkarni <knikhil29@gmail.com> Co-authored-by: Nikhil Kulkarni <nikhilsk@amazon.com> Co-authored-by: jessicazhu3 <106775307+jessicazhu3@users.noreply.github.com> Co-authored-by: Jessica Zhu <jessicazhu3@106775307+jessicazhu3@users.noreply.github.com> Co-authored-by: ci <ci> Co-authored-by: Justin <justinm088@hotmail.com> Co-authored-by: ASHWIN KRISHNA <38850354+akrishna1995@users.noreply.github.com> Co-authored-by: Ashwin Krishna <ashwikri@amazon.com> Co-authored-by: Haixin Wang <98612668+haixiw@users.noreply.github.com> Co-authored-by: Zhaoqi <52220743+zhaoqizqwang@users.noreply.github.com> Co-authored-by: Kalyani Nikure 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chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost #4692

chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost #4692

dependabot bot commented on behalf of github May 16, 2024

codecov bot commented Jun 3, 2024 •

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chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost #4692

chore(deps): bump mlflow from 2.11.1 to 2.12.1 in /tests/data/serve_resources/mlflow/xgboost #4692

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dependabot bot commented on behalf of github May 16, 2024

Major Features and Improvements:

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2.12.1 (2024-04-17)

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