Blum / Dockerfile
Italianhype's picture
feat: add leakage-safe forex history learning
49cb60c
Raw
History Blame Contribute Delete
1.62 kB
FROM node:20-bookworm-slim AS frontend
WORKDIR /workspace/frontend
COPY frontend/package.json ./
RUN npm install
COPY frontend ./
RUN npm run build
FROM python:3.11-bookworm
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PYTHONPATH=/app/backend \
NEXT_TELEMETRY_DISABLED=1 \
TOKENIZERS_PARALLELISM=false \
PAPER_FORWARD_LIFECYCLE_ENABLED=true \
PAPER_FORWARD_MAX_HOLDING_DAYS=10 \
BLUM_SEED_HISTORICAL_PRICES_ON_STARTUP=false \
BLUM_SEED_SIGNALS_ON_STARTUP=false \
BLUM_SEED_ACCURACY_ON_STARTUP=false \
PORT=7860
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
curl \
gcc \
g++ \
git \
libpq-dev \
postgresql \
postgresql-contrib \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /app
COPY requirements.txt ./
RUN pip install --no-cache-dir --index-url https://download.pytorch.org/whl/cpu torch==2.5.1
RUN pip install --no-cache-dir -r requirements.txt
RUN pip install --no-cache-dir --no-deps \
"git+https://github.com/AI4Finance-Foundation/FinRL-Trading.git@e65d6f0483ead7d2ef4a5fc940cdf960392a25c1"
COPY backend ./backend
COPY scripts ./scripts
COPY --from=frontend /workspace/frontend/out ./backend/app/static
ENV BLUM_FINRLX_ENABLED=true \
BLUM_FINRLX_RUNNER_COMMAND=/app/scripts/finrlx_runner.py \
BLUM_FINRLX_ARTIFACT_ROOT=/data/trading_ml/finrlx \
BLUM_FOREX_HISTORY_ENABLED=true \
BLUM_FOREX_HISTORY_SOURCE_PATH=/app/backend/app/data/forex/Forex_sample_dataset.csv
RUN chmod +x /app/scripts/start.sh /app/scripts/finrlx_runner.py
EXPOSE 7860
CMD ["/app/scripts/start.sh"]