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Running
| FROM python:3.11-slim | |
| ENV PYTHONDONTWRITEBYTECODE=1 \ | |
| PYTHONUNBUFFERED=1 | |
| WORKDIR /app | |
| # scikit-learn runtime dependency on Debian slim. | |
| RUN apt-get update \ | |
| && apt-get install -y --no-install-recommends libgomp1 ca-certificates \ | |
| && rm -rf /var/lib/apt/lists/* | |
| COPY requirements.txt /app/requirements.txt | |
| RUN pip install --no-cache-dir --upgrade pip \ | |
| && pip install --no-cache-dir -r /app/requirements.txt | |
| COPY . /app | |
| # Hugging Face persistent storage is typically mounted at /data. | |
| RUN mkdir -p /data | |
| ENV BOT_INTERVAL=15m \ | |
| BOT_POLL_SECONDS=45 \ | |
| BOT_STATE_FILE=/data/learning_state.joblib \ | |
| BOT_REPORT_FILE=/data/paper_report.json \ | |
| BOT_HEALTH_HOST=0.0.0.0 \ | |
| BOT_HEALTH_PORT=7860 \ | |
| PORT=7860 \ | |
| BOT_HF_ADVISOR_URL= \ | |
| BOT_HF_ADVISOR_TOKEN= \ | |
| BOT_HF_ADVISOR_MODE=blend \ | |
| BOT_HF_ADVISOR_MIN_CONFIDENCE=0.60 \ | |
| BOT_HF_ADVISOR_BLEND_WEIGHT=0.35 \ | |
| BOT_HF_ADVISOR_TIMEOUT_SECONDS=4.0 \ | |
| BOT_MIN_MODEL_SAMPLES_FOR_SIGNAL=50 \ | |
| BOT_PAUSE_ON_NEGATIVE_EXPECTANCY=1 \ | |
| BOT_PAUSE_EXPECTANCY_LOOKBACK=30 \ | |
| BOT_PAUSE_EXPECTANCY_THRESHOLD_USD=-1.0 \ | |
| BOT_PAUSE_MAX_DRAWDOWN_PCT=12.0 \ | |
| BOT_PAUSE_COOLDOWN_MINUTES=180 \ | |
| BOT_TELEGRAM_ML_REPORT_HOURS=6 \ | |
| BOT_TELEGRAM_ML_REPORT_MIN_TRADES=15 \ | |
| BOT_SL_MULT=1.3 \ | |
| BOT_TP_MULT=2.0 \ | |
| BOT_ENABLE_LIVE= \ | |
| BOT_LIVE_STARTUP_TEST= \ | |
| BOT_LIVE_STARTUP_TEST_COIN=HYPE \ | |
| BOT_LIVE_STARTUP_TEST_NOTIONAL=12 | |
| EXPOSE 7860 | |
| CMD ["sh", "-c", "python adaptive_bot.py \ | |
| --interval ${BOT_INTERVAL} \ | |
| --poll-seconds ${BOT_POLL_SECONDS} \ | |
| --state-file ${BOT_STATE_FILE} \ | |
| --report-file ${BOT_REPORT_FILE} \ | |
| --sl-mult ${BOT_SL_MULT} \ | |
| --tp-mult ${BOT_TP_MULT} \ | |
| --pause-cooldown-minutes ${BOT_PAUSE_COOLDOWN_MINUTES} \ | |
| --live-startup-test-coin ${BOT_LIVE_STARTUP_TEST_COIN} \ | |
| --live-startup-test-notional ${BOT_LIVE_STARTUP_TEST_NOTIONAL} \ | |
| ${BOT_ENABLE_LIVE:+--enable-live} \ | |
| ${BOT_LIVE_STARTUP_TEST:+--live-startup-test}"] | |