# ---------- 빌더 단계 ---------- FROM python:3.11-slim AS builder ENV PYTHONUNBUFFERED=1 \ PIP_NO_CACHE_DIR=1 \ HF_HOME=/models \ NLTK_DATA=/models/nltk_data \ HF_HUB_DISABLE_TELEMETRY=1 RUN apt-get update && apt-get install -y --no-install-recommends \ build-essential git ffmpeg libsndfile1 curl ca-certificates \ && rm -rf /var/lib/apt/lists/* WORKDIR /app RUN mkdir -p /models/nltk_data # Blackwell(sm_120) 지원 torch cu128 휠 RUN pip install torch==2.11.0 torchaudio==2.11.0 \ --index-url https://download.pytorch.org/whl/cu128 COPY constraints.txt requirements.txt ./ RUN pip install -c constraints.txt -r requirements.txt # MeloTTS(순수 파이썬) 벤더링 COPY vendor/melo /usr/local/lib/python3.11/site-packages/melo # 한국어/영어 모델 사전 다운로드 COPY warmup.py ./ RUN python warmup.py # 슬림화: 추론에 불필요한 패키지 제거 # - triton: torch.compile 전용(우리는 eager 추론이라 불필요) # - gruut 미사용 언어(es/de/fr): 영어만 사용 RUN pip uninstall -y triton 2>/dev/null || true \ && rm -rf /usr/local/lib/python3.11/site-packages/gruut_lang_es \ /usr/local/lib/python3.11/site-packages/gruut_lang_de \ /usr/local/lib/python3.11/site-packages/gruut_lang_fr \ /usr/local/lib/python3.11/site-packages/gruut_lang_es-*.dist-info \ /usr/local/lib/python3.11/site-packages/gruut_lang_de-*.dist-info \ /usr/local/lib/python3.11/site-packages/gruut_lang_fr-*.dist-info \ && find /usr/local/lib/python3.11/site-packages -name "__pycache__" -type d -prune -exec rm -rf {} + 2>/dev/null || true # 슬림화 후에도 한/영 모델이 정상 로드되는지 검증 RUN python -c "from melo.api import TTS; [TTS(l, device='cpu') for l in ('KR','EN','JP','ZH')]; print('slim import ok')" # ---------- 런타임 단계 ---------- FROM python:3.11-slim AS runtime ENV PYTHONUNBUFFERED=1 \ HF_HOME=/models \ NLTK_DATA=/models/nltk_data \ HF_HUB_DISABLE_TELEMETRY=1 # 런타임 필수 라이브러리만 (컴파일러 툴체인 제외) RUN apt-get update && apt-get install -y --no-install-recommends \ ffmpeg libsndfile1 libgomp1 ca-certificates rubberband-cli \ && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages COPY --from=builder /usr/local/bin /usr/local/bin COPY --from=builder /models /models # ===== Supertonic 엔진 (자연스러운 한국어, MIT, ONNX, torch 불필요) ===== # 전용 venv 로 의존성 격리(메인 melo 스택의 librosa 0.9.1 과 충돌 방지). COPY supertonic_worker /opt/supertonic_worker RUN python -m venv /opt/supertonic-venv \ && /opt/supertonic-venv/bin/pip install --no-cache-dir -r /opt/supertonic_worker/requirements.txt # 모델 사전 다운로드(베이킹, ~260MB) — HF_HOME=/models 캐시에 저장 RUN HF_HOME=/models /opt/supertonic-venv/bin/python -c "from supertonic import TTS; TTS(auto_download=True)" ENV SUPERTONIC_URL=http://127.0.0.1:8002 COPY app ./app COPY frontend ./frontend COPY entrypoint.sh /entrypoint.sh RUN chmod +x /entrypoint.sh # MeloTTS(8788, 메인) + Supertonic 워커(8002) 동시 기동 EXPOSE 8788 CMD ["/entrypoint.sh"]