MLOpsPython/diabetes_regression/conda_dependencies_scoring.yml

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YAML

# Conda environment specification. The dependencies defined in this file will
# be automatically provisioned for managed runs. These include runs against
# the localdocker, remotedocker, and cluster compute targets.
# Note that this file is NOT used to automatically manage dependencies for the
# local compute target. To provision these dependencies locally, run:
# conda env update --file conda_dependencies.yml
# Details about the Conda environment file format:
# https://conda.io/docs/using/envs.html#create-environment-file-by-hand
# For managing Spark packages and configuration, see spark_dependencies.yml.
# Version of this configuration file's structure and semantics in AzureML.
# This directive is stored in a comment to preserve the Conda file structure.
# [AzureMlVersion] = 2
# These dependencies are used to create the environment used by the batch score
# pipeline step
name: diabetes_regression_scoring_env
dependencies:
# The python interpreter version.
# Currently Azure ML Workbench only supports 3.5.2 and later.
- python=3.7.*
- pip
- pip:
# Base AzureML SDK
- azureml-sdk==1.27.*
# Scoring deps
- scikit-learn
- pandas