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This commit is contained in:
Michael Duong 2023-09-10 16:19:59 +01:00
parent 10da1ea5af
commit 4cc304332b
3 changed files with 17 additions and 1 deletions
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modules/ml-pipeline/src/pipeline/Prediction.Dockerfile
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# Dockerfile that can be used to test loading a model to generate a prediction (part of CI/CD flow)
FROM python:3.10.12-slim
COPY src/requirements/prediction/requirements-dev.txt requirements.txt
COPY src/requirements/predictions/requirements.txt requirements.txt
RUN pip install --upgrade pip
RUN pip install -r requirements.txt

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modules/ml-pipeline/src/pipeline/src/requirements/predictions/requirements-dev.txt Normal file
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joblib==1.3.2
boto3==1.28.17
pandas==1.5.3
dvc==3.18.0
dvc-s3==2.23.0
gto==1.0.4
scikit-learn==1.3.0
pyarrow==13.0.0
pre-commit==3.3.3
sphinx==7.2.5
sphinx_rtd_theme==1.3.0

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modules/ml-pipeline/src/pipeline/src/requirements/predictions/requirements.txt Normal file
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joblib==1.3.2
boto3==1.28.17
pandas==1.5.3
scikit-learn==1.3.0
pyarrow==13.0.0