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GitOrigin-RevId: c13c03a84ec5de5547bf8bc4c56e023106687949 Co-authored-by: Snowflake Authors <[email protected]>
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.bazelversion

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6.3.2
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6.5.0

CHANGELOG.md

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# Release History
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## 1.18.0
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### Bug Fixes
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* Registry: The create_service API now validates that a model has a GPU runtime configuration and will throw a
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descriptive error if the configuration is missing.
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### Behavior Changes
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### New Features
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* Registry (PrPr): Introducing `ModelVersion.run_batch` for batch inference in Snowpark Container Services.
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* Experiment Tracking (PrPr): Added `version_name` argument to the autologging callbacks
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to specify the version name for the autologged model.
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### Deprecations
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* `Python 3.9` is deprecated.
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## 1.17.0
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### Bug Fixes
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* Jobs submitted using v2 will automatically use the latest Container Runtime image
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* v1 behavior can be restored by setting environment variable `MLRS_USE_SUBMIT_JOB_V2` to `false`
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### Deprecations
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## 1.16.0
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### Bug Fixes

bazel/environments/conda-env-all.yml

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- packaging==24.1
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- pandas==2.1.4
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- platformdirs==4.3.7
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- prophet==1.1.5
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- protobuf==4.25.3
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- psutil==5.9.0
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- pyarrow==16.1.0
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- sentence-transformers==2.7.0
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- sentencepiece==0.1.99
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- shap==0.46.0
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- snowflake-connector-python==3.16.0
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- snowflake-connector-python==3.17.0
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- snowflake-snowpark-python==1.28.0
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- snowflake.core==1.0.5
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- sphinx==5.0.2

bazel/environments/conda-env-core.yml

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- scikit-learn==1.5.1
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- scipy==1.11.3
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- shap==0.46.0
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- snowflake-connector-python==3.16.0
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- snowflake-connector-python==3.17.0
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- snowflake-snowpark-python==1.28.0
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- snowflake.core==1.0.5
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- sphinx==5.0.2

bazel/environments/conda-env-keras.yml

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- scikit-learn==1.5.1
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- scipy==1.11.3
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- shap==0.46.0
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- snowflake-connector-python==3.16.0
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- snowflake-connector-python==3.17.0
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- snowflake-snowpark-python==1.28.0
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- snowflake.core==1.0.5
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- sphinx==5.0.2

bazel/environments/conda-env-ml.yml

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- packaging==24.1
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- pandas==2.1.4
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- platformdirs==4.3.7
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- prophet==1.1.5
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- protobuf==4.25.3
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- psutil==5.9.0
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- pyarrow==16.1.0
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- scikit-learn==1.5.1
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- scipy==1.11.3
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- shap==0.46.0
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- snowflake-connector-python==3.16.0
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- snowflake-connector-python==3.17.0
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- snowflake-snowpark-python==1.28.0
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- snowflake.core==1.0.5
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- sphinx==5.0.2

bazel/environments/conda-env-torch.yml

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- sentence-transformers==2.7.0
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- sentencepiece==0.1.99
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- shap==0.46.0
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- snowflake-connector-python==3.16.0
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- snowflake-connector-python==3.17.0
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- snowflake-snowpark-python==1.28.0
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- snowflake.core==1.0.5
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- sphinx==5.0.2

bazel/environments/conda-optional-dependency-ml.yml

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- catboost>=1.2.0, <2
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- lightgbm>=4.1.0, <5
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- mlflow>=2.16.0, <3
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- prophet>=1.1.0, <2
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- streamlit>=1.30.0,<2

bazel/environments/requirements_core.txt

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scikit-learn==1.5.1
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scipy==1.11.3
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shap==0.46.0
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snowflake-connector-python[pandas]==3.16.0
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snowflake-connector-python[pandas]==3.17.0
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snowflake-snowpark-python==1.28.0
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snowflake.core==1.0.5
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sphinx==5.0.2

bazel/environments/requirements_keras.txt

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scipy==1.11.3
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shap==0.46.0
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snowflake-connector-python[pandas]==3.16.0
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snowflake-connector-python[pandas]==3.17.0
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snowflake-snowpark-python==1.28.0
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snowflake.core==1.0.5
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sphinx==5.0.2

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