22 lines
605 B
Text
22 lines
605 B
Text
# Dockerfile.model-serve
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# Builds a container that serves an MLflow registry model by name and version.
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FROM python:3.13-slim
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ENV PYTHONUNBUFFERED=1
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WORKDIR /app
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RUN apt-get update && apt-get install -y --no-install-recommends \
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curl \
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&& rm -rf /var/lib/apt/lists/*
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RUN pip install --no-cache-dir mlflow==3.14.0
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ARG MODEL_NAME=IsolationForest_Anomaly_Detector
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ARG MODEL_VERSION=6
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ENV MODEL_NAME=${MODEL_NAME}
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ENV MODEL_VERSION=${MODEL_VERSION}
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EXPOSE 5001
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CMD ["sh", "-c", "mlflow models serve -m \"models:/$MODEL_NAME/$MODEL_VERSION\" --host 0.0.0.0 --port 5001 --env-manager local"]
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