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hiondal 2025-06-15 16:22:34 +00:00
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# app/requirements.txt - 안정화된 Vector DB 서비스용
# ==========================================
# 기본 웹 프레임워크 (안정 버전)
# ==========================================
fastapi==0.104.1
uvicorn[standard]==0.24.0
pydantic==2.5.0
python-dotenv==1.0.0
python-multipart==0.0.6
# ==========================================
# HTTP 클라이언트
# ==========================================
aiohttp==3.9.1
requests==2.31.0
# ==========================================
# 데이터 처리 (안정 버전)
# ==========================================
numpy==1.24.3
pandas==2.1.4
# ==========================================
# AI/ML 라이브러리 (호환성 검증된 버전)
# ==========================================
# PyTorch CPU 버전 (안정화)
torch==2.1.0+cpu --index-url https://download.pytorch.org/whl/cpu
torchvision==0.16.0+cpu --index-url https://download.pytorch.org/whl/cpu
torchaudio==2.1.0+cpu --index-url https://download.pytorch.org/whl/cpu
# Transformer 라이브러리들
tokenizers==0.15.2
transformers==4.35.2
huggingface-hub==0.19.4
# Sentence Transformers (안정 버전)
sentence-transformers==2.2.2
# ==========================================
# Vector DB - ChromaDB (안정 버전)
# ==========================================
# ChromaDB 0.4.24 사용 (호환성 검증됨)
chromadb==0.4.24
# ChromaDB 의존성 (호환 버전 고정)
hnswlib==0.7.0
duckdb==0.9.2
# ==========================================
# Claude API (최신 안정 버전)
# ==========================================
anthropic>=0.40.0,<1.0.0
# ==========================================
# 기타 필수 라이브러리
# ==========================================
typing-extensions==4.8.0
sqlalchemy==2.0.23
# ==========================================
# 개발/디버깅 도구 (선택사항)
# ==========================================
# pytest==7.4.3
# black==23.11.0
# isort==5.12.0

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# deployment/container/Dockerfile-base
# Poetry 기반 Vector DB API Base Image - 홈 디렉토리 사용 (안전한 방식)
# 최적화된 Vector DB API Base Image - setup.sh 기반 + Multi-stage Build
# =============================================================================
# Build Stage - setup.sh로 의존성 설치
# =============================================================================
FROM python:3.11-slim AS builder
# 환경 변수 설정
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
DEBIAN_FRONTEND=noninteractive
# 빌드 도구 설치
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
python3-dev \
curl \
sudo \
bc \
lsb-release \
&& rm -rf /var/lib/apt/lists/*
# Build Stage용 appuser 생성
RUN groupadd -r appuser && \
useradd -r -g appuser -d /home/appuser -s /bin/bash appuser && \
mkdir -p /home/appuser && \
chown -R appuser:appuser /home/appuser && \
echo "appuser ALL=(ALL) NOPASSWD: ALL" >> /etc/sudoers
# setup.sh 복사 및 실행
WORKDIR /home/appuser
COPY --chown=appuser:appuser setup.sh ./
RUN chmod +x setup.sh
# appuser로 전환하여 setup.sh 실행
USER appuser
RUN ./setup.sh
# =============================================================================
# Runtime Stage - 설치된 환경만 복사 (빌드 도구 제거)
# =============================================================================
FROM python:3.11-slim
# 메타데이터
LABEL description="Vector DB API Base Image with Poetry - Home Directory"
LABEL version="poetry-home-v1.0"
LABEL maintainer="admin@example.com"
LABEL maintainer="admin@example.com" \
description="Vector DB API Base - setup.sh + Multi-stage Optimized" \
version="setup-multistage-v1.0"
# 환경 변수 설정 - Poetry 가상환경을 홈 디렉토리로 이동
# 환경 변수 설정
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
DEBIAN_FRONTEND=noninteractive \
PIP_NO_CACHE_DIR=1 \
PIP_DISABLE_PIP_VERSION_CHECK=1 \
HOME=/home/appuser \
POETRY_NO_INTERACTION=1 \
POETRY_VENV_IN_PROJECT=false \
POETRY_VIRTUALENVS_CREATE=true \
@ -21,119 +61,43 @@ ENV PYTHONDONTWRITEBYTECODE=1 \
POETRY_CACHE_DIR=/home/appuser/.cache/pypoetry/cache \
HF_HUB_CACHE=/home/appuser/.cache/huggingface \
TRANSFORMERS_CACHE=/home/appuser/.cache/transformers \
SENTENCE_TRANSFORMERS_HOME=/home/appuser/.cache/sentence_transformers
SENTENCE_TRANSFORMERS_HOME=/home/appuser/.cache/sentence_transformers \
PATH="/home/appuser/.local/bin:$PATH"
# 🔧 시스템 패키지 설치
# 런타임에 필요한 최소한의 패키지만 설치
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
python3-dev \
curl \
wget \
ca-certificates \
git \
sudo \
lsb-release \
bc \
python3.11 \
python3.11-venv \
python3.11-dev \
python3.11-distutils \
&& rm -rf /var/lib/apt/lists/* \
&& apt-get clean
# 📦 pip 업그레이드
RUN python3.11 -m pip install --no-cache-dir --upgrade pip setuptools wheel
# 👤 비root 사용자 생성 (Poetry 설치 전에)
# Runtime Stage용 appuser 생성
RUN groupadd -r appuser && \
useradd -r -g appuser -d /home/appuser -s /bin/bash appuser && \
mkdir -p /home/appuser && \
mkdir -p /home/appuser/.cache && \
chown -R appuser:appuser /home/appuser
# 🔧 Poetry 가상환경 디렉토리 생성 (홈 디렉토리 사용)
RUN mkdir -p /home/appuser/.cache/pypoetry/venvs \
/home/appuser/.cache/pypoetry/cache && \
chown -R appuser:appuser /home/appuser/.cache && \
chmod -R 755 /home/appuser/.cache
# Build Stage에서 설치된 전체 환경 복사
COPY --from=builder --chown=appuser:appuser /home/appuser/.local /home/appuser/.local
COPY --from=builder --chown=appuser:appuser /home/appuser/.cache /home/appuser/.cache
COPY --from=builder --chown=appuser:appuser /home/appuser/pyproject.toml /home/appuser/pyproject.toml
COPY --from=builder --chown=appuser:appuser /home/appuser/poetry.lock /home/appuser/poetry.lock
# 🐍 Poetry를 appuser로 설치
USER appuser
ENV PATH="/home/appuser/.local/bin:$PATH"
# appuser 홈 디렉토리에 Poetry 설치
RUN curl -sSL https://install.python-poetry.org | python3.11 -
# Poetry 실행 권한 및 심볼릭 링크 (root 권한 필요)
USER root
RUN chmod +x /home/appuser/.local/bin/poetry && \
ln -sf /home/appuser/.local/bin/poetry /usr/local/bin/poetry && \
chown appuser:appuser /home/appuser/.local/bin/poetry
# appuser로 다시 전환
USER appuser
# 🔧 Poetry 설정 - 가상환경을 홈 디렉토리로 이동
RUN poetry config virtualenvs.in-project false && \
poetry config virtualenvs.create true && \
poetry config virtualenvs.path /home/appuser/.cache/pypoetry/venvs && \
poetry config cache-dir /home/appuser/.cache/pypoetry/cache
# Poetry 버전 확인 및 설정 검증
RUN poetry --version && \
poetry config --list && \
ls -la /home/appuser/.local/bin/poetry && \
which poetry
# 🏗️ 작업 디렉토리 설정 (홈 디렉토리 사용)
# 작업 디렉토리 설정
WORKDIR /home/appuser
# 애플리케이션 디렉토리 생성
USER root
RUN mkdir -p /home/appuser/app && \
chown -R appuser:appuser /home/appuser
# 📋 Poetry 설치 스크립트 복사 및 권한 설정
COPY setup.sh /home/appuser/setup.sh
RUN chmod +x /home/appuser/setup.sh && \
chown appuser:appuser /home/appuser/setup.sh
# appuser로 전환하여 Poetry 환경 설정
USER appuser
# 🚀 Poetry 환경 설정 및 의존성 설치
RUN cd /home/appuser && \
export DEBIAN_FRONTEND=noninteractive && \
./setup.sh --skip-poetry-install --skip-python311-check --force-reinstall
# Poetry 환경 확인
RUN poetry --version && poetry env info
# 🗂️ 필요한 디렉토리 생성 및 권한 설정
USER root
RUN mkdir -p /home/appuser/.cache/huggingface \
/home/appuser/.cache/transformers \
/home/appuser/.cache/sentence_transformers \
/home/appuser/vectordb \
/home/appuser/data \
/home/appuser/logs && \
chmod -R 755 /home/appuser/.cache /home/appuser/vectordb /home/appuser/data /home/appuser/logs && \
chown -R appuser:appuser /home/appuser && \
# Poetry 가상환경 디렉토리 권한 재확인
chown -R appuser:appuser /home/appuser/.cache && \
chmod -R 755 /home/appuser/.cache
# 🧹 캐시 정리
RUN rm -rf /tmp/* /var/tmp/*
# 🚀 포트 노출
# 포트 노출
EXPOSE 8000
# 🏥 간단한 헬스체크 (appuser 권한으로 실행)
# 헬스체크
HEALTHCHECK --interval=30s --timeout=10s --start-period=60s --retries=3 \
CMD su -c "poetry --version && poetry config virtualenvs.path" appuser || exit 1
CMD poetry run python -c "import fastapi; print('OK')" || exit 1
# 👤 최종 사용자 설정
USER appuser
# 🎯 기본 명령어
# 기본 명령어
CMD ["poetry", "--version"]

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@ -312,12 +312,22 @@ poetry add typing-extensions sqlalchemy
log_success "기타 필수 라이브러리 설치 완료"
# =============================================================================
# 15단계: PyTorch CPU 버전 설치
# 15단계: Starlette 버전 호환성 확인
# =============================================================================
log_step "15단계: PyTorch CPU 버전 설치"
log_step "15단계: Starlette 버전 호환성 확인"
log_info "Starlette 호환 버전 설치 중..."
poetry add "starlette>=0.40.0,<0.46.0"
log_success "Starlette 호환성 확인 완료"
# =============================================================================
# 16단계: PyTorch CPU 버전 설치
# =============================================================================
log_step "16단계: PyTorch CPU 버전 설치"
log_info "PyTorch CPU 버전 소스 추가 중..."
poetry source add pytorch-cpu https://download.pytorch.org/whl/cpu --priority=supplemental
poetry source add pytorch-cpu https://download.pytorch.org/whl/cpu -p supplemental
log_info "PyTorch CPU 버전 설치 중..."
poetry add torch --source pytorch-cpu
@ -326,16 +336,6 @@ poetry add torchaudio --source pytorch-cpu
log_success "PyTorch CPU 버전 설치 완료"
# =============================================================================
# 16단계: Starlette 버전 호환성 확인
# =============================================================================
log_step "16단계: Starlette 버전 호환성 확인"
log_info "Starlette 호환 버전 설치 중..."
poetry add "starlette>=0.40.0,<0.46.0"
log_success "Starlette 호환성 확인 완료"
# 종료 시간 계산
INSTALL_END=$(date +%s)
INSTALL_TIME=$((INSTALL_END - INSTALL_START))