moved containers dir and created docker_files dir

2026-04-28 22:36:13 -04:00
parent 3056c19f69
commit 09f7f0187f
8 changed files with 286 additions and 27 deletions
@@ -0,0 +1,38 @@
+FROM python:3.12-bookworm
+
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PYTHONUNBUFFERED=1
+ENV PIP_NO_CACHE_DIR=1
+
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    gcc \
+    g++ \
+    git \
+    libgomp1 \
+    libpq-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY pipelines ./pipelines
+
+RUN python -m pip install --upgrade pip setuptools wheel && \
+    python -m pip install \
+    torch \
+    --index-url https://download.pytorch.org/whl/cpu && \
+    python -m pip install \
+    typer \
+    sqlalchemy \
+    bertopic \
+    sentence-transformers \
+    scikit-learn \
+    pandas \
+    numpy \
+    "psycopg[binary]"
+
+ENV HF_HOME=/cache/huggingface
+ENV TRANSFORMERS_CACHE=/cache/huggingface
+
+ENTRYPOINT ["python", "-m"]
+CMD ["pipelines.bert_topic.train"]