feat: add Docker deployment workflow

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-22 21:20:56 +00:00
parent 5ca95907a0
commit 1978597bcf
9 changed files with 273 additions and 8 deletions
@@ -0,0 +1,19 @@
+FROM python:3.11-slim AS runner
+
+WORKDIR /app
+ENV PYTHONUNBUFFERED=1
+ENV MODEL_PATH=/app/model/best_model.keras
+ENV MODEL_INPUT_SIZE=224
+
+RUN apt-get update \
+  && apt-get install -y --no-install-recommends libgomp1 \
+  && rm -rf /var/lib/apt/lists/*
+
+COPY apps/ml-service/requirements.txt ./requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY apps/ml-service ./
+COPY Machine_Learning/best_model/best_model.keras /app/model/best_model.keras
+
+EXPOSE 8000
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]