diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..c7a6eb8 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,77 @@ +# Python cache and build artifacts +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +dist/ +*.egg-info/ +*.egg + +# Virtual environments (we build our own in the container) +.venv/ +venv/ +ENV/ +env/ + +# Testing artifacts +.coverage +.pytest_cache/ +htmlcov/ +.tox/ +.nox/ +tests/ +*.test.py + +# Type checking and linting cache +.mypy_cache/ +.ruff_cache/ + +# IDE and editor files +.idea/ +.vscode/ +.devcontainer/ +*.swp +*.swo +*~ +.DS_Store +Thumbs.db + +# Git +.git/ +.gitignore +.gitattributes +.github/ + +# Environment files (CRITICAL: Never include secrets) +.env +.env.* +!.env.example + +# Documentation (excluding docs/ directory, but keeping markdown files in root) +docs/ + +# CI/CD +.gitlab-ci.yml +.travis.yml +Jenkinsfile + +# Database and data files (use volumes instead) +*.db +*.db-shm +*.db-wal +*.sqlite3 +data/ +documents/ + +# Development scripts +scripts/ + +# Docker files (avoid recursive copying) +Dockerfile +docker-compose.yml +.dockerignore + +# Plan files +.claude/ diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 46cb9ab..3c587f1 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -22,7 +22,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v5 with: - python-version: "3.12" + python-version: "3.13" - name: Install dependencies run: uv sync --all-extras @@ -63,7 +63,7 @@ jobs: - name: Set up Python uses: actions/setup-python@v5 with: - python-version: "3.12" + python-version: "3.13" - name: Install dependencies run: uv sync --all-extras diff --git a/CLAUDE.md b/CLAUDE.md index 04d5d24..5c9fa6b 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -11,7 +11,7 @@ AI-powered Q&A system for shelter volunteers, using RAG to answer questions from **Architecture:** Modular monolith with clean architecture principles (see [Documentation Index](#documentation-index) for targeted docs) **Tech Stack:** -- Python 3.12+, FastAPI, Pydantic 2.x +- Python 3.13+, FastAPI, Pydantic 2.x - LLM: OpenRouter (Claude via OpenAI-compatible API) - Vector DB: Chroma (embedded) - Frontend: Jinja2 + HTMX + Tailwind CSS diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 1e32e46..078f8b7 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -15,7 +15,7 @@ Get up and running in 5 minutes: git clone https://github.com/YOUR-USERNAME/retriever.git cd retriever -# Install dependencies (requires Python 3.12+) +# Install dependencies (requires Python 3.13+) uv sync --extra dev # Copy environment template and add your API keys @@ -32,7 +32,7 @@ uv run pytest ### Requirements -- **Python 3.12+** — We use modern Python features +- **Python 3.13+** — We use modern Python features - **[uv](https://docs.astral.sh/uv/)** — Fast Python package manager (recommended over pip) - **API Keys** — OpenRouter (for LLM) and OpenAI (for embeddings/moderation) @@ -53,6 +53,29 @@ uv run pytest Visit [http://localhost:8000](http://localhost:8000) to see the app running. +### Docker Development (Optional) + +If you prefer Docker for development: + +```bash +# Build the image +docker build -t retriever:latest . + +# Run with docker-compose +docker-compose up -d + +# View logs +docker-compose logs -f retriever + +# Create a user (inside container) +docker-compose exec retriever uv run python scripts/create_user.py + +# Stop +docker-compose down +``` + +**Note:** Active development is typically done on the host with `uv run uvicorn --reload` for faster iteration. Docker is mainly for testing the production build locally. + ### Understanding the Codebase - **Quick patterns & conventions** → [CLAUDE.md](CLAUDE.md) @@ -312,7 +335,7 @@ Before submitting, ensure: ### Setup Issues? - Verify `.env` has all required API keys (check `.env.example`) -- Make sure you're using Python 3.12+ +- Make sure you're using Python 3.13+ - Try `uv sync --extra dev` to reinstall dependencies - Check the [README](README.md) configuration section diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..1329cff --- /dev/null +++ b/Dockerfile @@ -0,0 +1,91 @@ +# ============================================ +# Stage 1: Builder +# ============================================ +FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim AS builder + +# Install build dependencies for compiling C/C++ extensions +RUN apt-get update && \ + apt-get install -y --no-install-recommends \ + build-essential \ + python3-dev \ + && rm -rf /var/lib/apt/lists/* + +# Set working directory +WORKDIR /app + +# Copy dependency files and README (needed for package metadata) for layer caching +COPY pyproject.toml uv.lock README.md ./ + +# Install dependencies using uv with locked versions +# --frozen: Use exact versions from uv.lock (reproducible builds) +# --no-cache: Don't cache downloads (reduces image size) +# --no-dev: Exclude development dependencies +RUN uv sync --frozen --no-cache --no-dev + +# ============================================ +# Stage 2: Runtime +# ============================================ +FROM python:3.13-slim-bookworm + +# Set environment variables +ENV PYTHONUNBUFFERED=1 \ + PYTHONDONTWRITEBYTECODE=1 \ + # Default port (can be overridden) + PORT=8000 \ + # Python path + PYTHONPATH=/app + +# Install runtime dependencies only +RUN apt-get update && \ + apt-get install -y --no-install-recommends \ + # SQLite library for better performance + libsqlite3-0 \ + # curl for health checks + curl \ + # ChromaDB native dependencies + libstdc++6 \ + libgomp1 \ + && rm -rf /var/lib/apt/lists/* + +# Create non-root user for security +RUN groupadd -r appuser && \ + useradd -r -g appuser -u 1000 appuser + +# Set working directory +WORKDIR /app + +# Copy virtual environment from builder +COPY --from=builder --chown=appuser:appuser /app/.venv /app/.venv + +# Copy application code +COPY --chown=appuser:appuser src/ /app/src/ +COPY --chown=appuser:appuser pyproject.toml /app/ + +# Copy and set permissions for entrypoint script +COPY --chown=appuser:appuser entrypoint.sh /app/ +RUN chmod +x /app/entrypoint.sh + +# Create data directories with proper permissions +# These will be mounted as volumes in production +RUN mkdir -p /app/data/chroma /app/documents && \ + chown -R appuser:appuser /app + +# Switch to non-root user +USER appuser + +# Add virtual environment to PATH +ENV PATH="/app/.venv/bin:$PATH" + +# Health check +# Checks if the application is responding on the configured port +# Using shell form to allow PORT variable substitution +HEALTHCHECK --interval=30s --timeout=5s --start-period=10s --retries=3 \ + CMD sh -c 'curl -f http://localhost:${PORT:-8000}/health || exit 1' + +# Expose port (documentation only, actual port set by PORT env var) +EXPOSE 8000 + +# Start command using entrypoint script +# The entrypoint script uses 'exec' to ensure uvicorn receives signals directly +# This enables proper SIGTERM handling for graceful shutdowns +CMD ["/app/entrypoint.sh"] diff --git a/README.md b/README.md index 4c54e6d..4d68c86 100644 --- a/README.md +++ b/README.md @@ -36,7 +36,7 @@ Retriever can be adapted for any organization with documentation that users need ### Prerequisites -- Python 3.12+ +- Python 3.13+ - [uv](https://docs.astral.sh/uv/) (recommended) or pip - API keys for: - [OpenRouter](https://openrouter.ai/keys) (for LLM access) @@ -146,30 +146,113 @@ For best results: Retriever can be deployed to any platform that supports Python applications. +### Docker + +**Prerequisites:** +- Docker and docker-compose compatible container tool installed +- `.env` file configured with your API keys + +**Build and run:** + +```bash +# Build the production image +docker build -t retriever:latest . + +# Run with docker-compose (recommended) +docker-compose up -d + +# Check logs +docker-compose logs -f retriever + +# Check health +curl http://localhost:8000/health +``` + +**Alternative: Run with docker directly** + +```bash +docker run -d \ + --name retriever \ + -p 8000:8000 \ + --env-file .env \ + -v retriever-data:/app/data \ + -v retriever-documents:/app/documents \ + retriever:latest +``` + +**Create a user:** + +The database is inside the container, so you need to execute the script within the running container: + +```bash +# Using docker-compose (recommended) +docker-compose exec retriever uv run python scripts/create_user.py + +# Or using docker directly +docker exec -it retriever uv run python scripts/create_user.py +``` + +**Volume Management:** + +```bash +# List volumes +docker volume ls + +# Backup data +docker run --rm \ + -v retriever-data:/data \ + -v $(pwd):/backup \ + alpine tar czf /backup/retriever-data-backup.tar.gz /data + +# Restore data +docker run --rm \ + -v retriever-data:/data \ + -v $(pwd):/backup \ + alpine tar xzf /backup/retriever-data-backup.tar.gz -C / + +# Stop containers (preserves volumes) +docker-compose down + +# Stop and DELETE volumes (CAUTION: destroys all data) +docker-compose down -v +``` + +**Troubleshooting:** + +| Issue | Solution | +|-------|----------| +| Port 8000 already in use | Change port: `docker run -p 8001:8000 ...` | +| Health check failing | Check logs: `docker-compose logs retriever` | +| Cannot write to `/app/data` | Verify container runs as `appuser` (uid 1000) | +| Missing environment variables | Ensure `.env` file exists with all required keys | +| Old code running after changes | Rebuild image: `docker-compose build --no-cache` | + +**Environment Variables:** + +See `.env.example` for the complete list. Required: +- `OPENROUTER_API_KEY` — OpenRouter API key +- `OPENAI_API_KEY` — OpenAI API key +- `JWT_SECRET_KEY` — Generate with `openssl rand -base64 32` + +**What gets persisted:** +- `retriever-data` volume → SQLite database + Chroma vector store +- `retriever-documents` volume → Uploaded policy documents + ### Railway / Render 1. Connect your repository 2. Set environment variables in the dashboard 3. Deploy -### Docker - -```dockerfile -# Dockerfile example -FROM python:3.12-slim -WORKDIR /app -COPY . . -RUN pip install uv && uv sync -CMD ["uv", "run", "uvicorn", "src.main:app", "--host", "0.0.0.0", "--port", "8000"] -``` - ### Production Checklist - [ ] Set `DEBUG=false` -- [ ] Use a strong `JWT_SECRET_KEY` -- [ ] Configure rate limiting appropriately +- [ ] Use a strong `JWT_SECRET_KEY` (32+ characters, random) +- [ ] Configure rate limiting appropriately for your traffic - [ ] Set up monitoring (Sentry DSN in `SENTRY_DSN`) -- [ ] Use persistent storage for `data/` directory +- [ ] Use persistent storage for `data/` directory (volumes in Docker, mounted storage on cloud platforms) +- [ ] Test the Docker image locally before cloud deployment +- [ ] Enable HTTPS in production (handled by Cloud Run, Railway, Render) ## Architecture @@ -188,7 +271,7 @@ Retriever uses a modular monolith architecture with clean separation of concerns ``` **Tech Stack:** -- **Backend:** Python 3.12+, FastAPI, Pydantic +- **Backend:** Python 3.13+, FastAPI, Pydantic - **LLM:** Claude via OpenRouter - **Vector DB:** Chroma (embedded) - **Frontend:** Jinja2 + HTMX + Tailwind CSS diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..0fe5e53 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,39 @@ +services: + retriever: + build: + context: . + dockerfile: Dockerfile + + container_name: retriever + + ports: + - "8000:8000" + + # Load environment variables from .env file + # Create .env file from .env.example and set your API keys + env_file: + - .env + + # Named volumes for data persistence + # Data survives container restarts and rebuilds + volumes: + - retriever-data:/app/data + - retriever-documents:/app/documents + + # Health check configuration + healthcheck: + test: ["CMD", "curl", "-f", "http://localhost:8000/health"] + interval: 30s + timeout: 5s + retries: 3 + start_period: 10s + + # Restart policy + restart: unless-stopped + +# Named volumes for persistent data +volumes: + retriever-data: + driver: local + retriever-documents: + driver: local diff --git a/docs/architecture.md b/docs/architecture.md index 5ea8790..4e7c5f8 100644 --- a/docs/architecture.md +++ b/docs/architecture.md @@ -54,7 +54,7 @@ Single deployable unit with clean module boundaries. See [ADR-003](decisions/003 ## Tech Stack -### Backend (Python 3.12+) +### Backend (Python 3.13+) | Component | Choice | Rationale | |-----------|--------|-----------| diff --git a/docs/decisions/001-tech-stack.md b/docs/decisions/001-tech-stack.md index 2fcb56a..5d2fb44 100644 --- a/docs/decisions/001-tech-stack.md +++ b/docs/decisions/001-tech-stack.md @@ -29,7 +29,7 @@ Need a modern, maintainable tech stack for building a RAG-based Q&A application ## Decision **Backend:** -- Python 3.12+ +- Python 3.13+ - FastAPI (web framework) - Pydantic 2.x (validation and settings) - uvicorn (ASGI server) diff --git a/docs/decisions/011-development-environment.md b/docs/decisions/011-development-environment.md index 47a3b11..e146833 100644 --- a/docs/decisions/011-development-environment.md +++ b/docs/decisions/011-development-environment.md @@ -60,7 +60,7 @@ Need consistent development environment across contributors. Requirements: "name": "Retriever Dev", "build": { "dockerfile": "Dockerfile" }, "features": { - "ghcr.io/devcontainers/features/python:1": { "version": "3.12" } + "ghcr.io/devcontainers/features/python:1": { "version": "3.13" } }, "postCreateCommand": "pip install -e '.[dev]'", "customizations": { @@ -81,7 +81,7 @@ Need consistent development environment across contributors. Requirements: If you prefer local setup: ```bash -# Requires Python 3.12+ +# Requires Python 3.13+ python -m venv .venv source .venv/bin/activate pip install -e '.[dev]' diff --git a/docs/development-standards.md b/docs/development-standards.md index 90580ac..723c6d0 100644 --- a/docs/development-standards.md +++ b/docs/development-standards.md @@ -69,6 +69,38 @@ mypy src/ --strict && \ pytest --cov=src --cov-fail-under=80 ``` +## Docker Testing + +Test the production Docker build locally before deploying: + +```bash +# Build production image +docker build -t retriever:latest . + +# Run with docker-compose +docker-compose up -d + +# Verify health +curl http://localhost:8000/health + +# Run functional tests against Docker container +docker-compose exec retriever uv run pytest + +# View logs +docker-compose logs -f retriever + +# Stop +docker-compose down +``` + +**When to test with Docker:** +- Before deploying to production +- To verify the production build works +- To test volume persistence +- To validate environment variable configuration + +**Development workflow:** Use `uv run uvicorn --reload` on the host for faster iteration. Docker is for production testing only. + ## Type Hints **Required** on all function signatures, including return types. diff --git a/docs/guides/deployment.md b/docs/guides/deployment.md index 5144da6..0dcd696 100644 --- a/docs/guides/deployment.md +++ b/docs/guides/deployment.md @@ -2,16 +2,99 @@ How to deploy Retriever to production. -## Recommended Platforms +## Deployment Options -| Platform | Free Tier | Notes | -|----------|-----------|-------| -| Railway | 500 hours/month | Simple, good DX | -| Render | 750 hours/month | Easy setup | +| Platform | Free Tier | Notes | Recommended For | +|----------|-----------|-------|-----------------| +| **Docker** | N/A | Full control, portable | Testing production build locally | +| Railway | 500 hours/month | Simple, good DX | Quick MVP deployment | +| Render | 750 hours/month | Easy setup | Quick MVP deployment | +| Google Cloud Run | Free tier available | Serverless, auto-scaling | Production scale | -Both work well for this application. Choose based on preference. +Choose based on your needs: +- **Docker** (local): Test production build before deploying +- **Railway/Render**: Quick MVP deployment with minimal setup +- **Cloud Run**: Production-ready with auto-scaling (requires Docker setup) -## Prerequisites +## Docker Deployment + +Docker provides a production-ready containerized environment that can run locally or be deployed to any cloud platform. + +### Prerequisites + +- Docker and docker-compose installed +- `.env` file with all required API keys + +### Quick Start + +```bash +# Build the production image +docker build -t retriever:latest . + +# Run with docker-compose (recommended) +docker-compose up -d + +# Check health +curl http://localhost:8000/health + +# View logs +docker-compose logs -f retriever + +# Create a user +docker-compose exec retriever uv run python scripts/create_user.py +``` + +### Configuration + +All configuration via environment variables. Create a `.env` file: + +```bash +# Required +OPENROUTER_API_KEY=your-openrouter-key +OPENAI_API_KEY=your-openai-key +JWT_SECRET_KEY=generate-random-secret-32-chars + +# Optional (defaults shown) +DEBUG=false +PORT=8000 +DATABASE_PATH=/app/data/retriever.db +CHROMA_PERSIST_PATH=/app/data/chroma +``` + +### Data Persistence + +Docker uses named volumes for persistent data: + +- `retriever-data` → SQLite database + Chroma vector store +- `retriever-documents` → Uploaded policy documents + +**Backup data:** + +```bash +docker run --rm \ + -v retriever-data:/app/data \ + -v $(pwd):/backup \ + retriever:latest tar czf /backup/retriever-data-backup.tar.gz /app/data +``` + +**Restore data:** + +```bash +docker run --rm \ + -v retriever-data:/app/data \ + -v $(pwd):/backup \ + retriever:latest tar xzf /backup/retriever-data-backup.tar.gz -C / +``` + +### Deploying to Cloud Run + +See [README.md](../../README.md#deployment) for detailed Cloud Run deployment instructions. + +--- + +## Railway / Render Deployment + +### Prerequisites 1. GitHub repository with code 2. Platform account (Railway or Render) diff --git a/docs/increments.md b/docs/increments.md index 071eb58..f50f08b 100644 --- a/docs/increments.md +++ b/docs/increments.md @@ -383,6 +383,62 @@ Agile vertical slices - each increment delivers a working, visible feature. --- +## Increment 14: Docker Container Build + +**Goal:** Build and test production Docker image locally. + +**Deliverable:** Production-ready Docker image that can be tested locally before Cloud Run deployment. + +**What you'll see:** +- Build production image: `docker build -t retriever .` +- Run containerized app: `docker-compose up` +- Test production build locally before cloud deployment +- Data persists in volumes across container restarts + +**Development workflow:** +- Active development: Git worktree on host with `uv run uvicorn --reload` +- Docker testing: Test production build locally before pushing to cloud + +**Build:** +- [ ] Production-ready multi-stage Dockerfile +- [ ] .dockerignore for build optimization +- [ ] docker-compose.yml for container management +- [ ] README.md Docker deployment section +- [ ] Environment variables documented +- [ ] Volume management documentation + +**Validates:** Production container build, local testing workflow, Cloud Run readiness + +**Status:** 🚧 In Planning + +--- + +## Increment 15: Cloud Run Deployment + +**Goal:** Deploy to Google Cloud Run with managed infrastructure. + +**Deliverable:** Production deployment on Cloud Run with auto-scaling. + +**What you'll see:** +- App running on Cloud Run with custom domain +- Automatic scaling based on traffic +- Managed SSL certificates +- Centralized logging and monitoring + +**Build:** +- [ ] Cloud Run deployment configuration +- [ ] GCS-backed volume mounting for data persistence +- [ ] Secret Manager integration for API keys +- [ ] GitHub Actions CI/CD pipeline +- [ ] Cloud Monitoring dashboards +- [ ] Deployment documentation + +**Validates:** Cloud-native deployment, auto-scaling, production resilience + +**Status:** ⏸️ Future (after Increment 14) + +--- + ## Future: Production Hardening See [implementation-plan.md](implementation-plan.md#future-production-hardening-post-validation) for operational excellence items deferred until product validation. diff --git a/entrypoint.sh b/entrypoint.sh new file mode 100644 index 0000000..7b6466d --- /dev/null +++ b/entrypoint.sh @@ -0,0 +1,14 @@ +#!/bin/sh +# Entrypoint script for proper signal handling +# The 'exec' ensures uvicorn receives signals directly (SIGTERM for graceful shutdown) + +set -e + +# Use PORT environment variable, default to 8000 +PORT=${PORT:-8000} + +# Execute uvicorn with proper signal handling +exec uvicorn src.main:app \ + --host 0.0.0.0 \ + --port "$PORT" \ + --no-access-log diff --git a/pyproject.toml b/pyproject.toml index 7d8d567..ccc2b80 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,7 @@ name = "retriever" version = "0.1.0" description = "AI-powered Q&A system for documents" readme = "README.md" -requires-python = ">=3.12" +requires-python = ">=3.13" license = "MIT" authors = [{ name = "Chris Krough" }] @@ -64,7 +64,7 @@ dev = [ packages = ["src"] [tool.ruff] -target-version = "py312" +target-version = "py313" line-length = 88 src = ["src", "tests"] @@ -92,7 +92,7 @@ ignore = [ known-first-party = ["src"] [tool.mypy] -python_version = "3.12" +python_version = "3.13" strict = true warn_return_any = true warn_unused_ignores = true diff --git a/src/api/health.py b/src/api/health.py index 9d6ebc3..662243c 100644 --- a/src/api/health.py +++ b/src/api/health.py @@ -2,11 +2,14 @@ from typing import Annotated, Literal -from fastapi import APIRouter, Depends +import structlog +from fastapi import APIRouter, Depends, HTTPException from pydantic import BaseModel from src.config import Settings, get_settings +from src.infrastructure.database import get_database +logger = structlog.get_logger() router = APIRouter() @@ -21,5 +24,32 @@ class HealthResponse(BaseModel): async def health_check( settings: Annotated[Settings, Depends(get_settings)], ) -> HealthResponse: - """Basic health check endpoint.""" - return HealthResponse(status="healthy", version=settings.app_version) + """Health check endpoint with dependency verification. + + Verifies: + - Database connectivity (SQLite) + - Vector database availability would be checked here if needed + + Returns: + HealthResponse with status and version. + + Raises: + HTTPException: 503 if any critical dependency is unavailable. + """ + try: + # Verify database connectivity with a simple query + db = get_database() + await db.execute("SELECT 1") + + # Note: We don't check ChromaDB here because: + # 1. It's lazy-loaded and not always initialized + # 2. Health checks should be lightweight and fast + # 3. Database check is sufficient for container orchestration + + return HealthResponse(status="healthy", version=settings.app_version) + except Exception as e: + logger.error("health_check_failed", error=str(e), error_type=type(e).__name__) + raise HTTPException( + status_code=503, + detail=f"Service unhealthy: {type(e).__name__}", + ) from e diff --git a/uv.lock b/uv.lock index 5f6e118..d7eb58b 100644 --- a/uv.lock +++ b/uv.lock @@ -1,10 +1,6 @@ version = 1 revision = 3 -requires-python = ">=3.12" -resolution-markers = [ - "python_full_version >= '3.13'", - "python_full_version < '3.13'", -] +requires-python = ">=3.13" [[package]] name = "aiobreaker" @@ -39,7 +35,6 @@ version = "4.12.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "idna" }, - { name = "typing-extensions", marker = "python_full_version < '3.13'" }, ] sdist = { url = "https://files.pythonhosted.org/packages/16/ce/8a777047513153587e5434fd752e89334ac33e379aa3497db860eeb60377/anyio-4.12.0.tar.gz", hash = "sha256:73c693b567b0c55130c104d0b43a9baf3aa6a31fc6110116509f27bf75e21ec0", size = 228266, upload-time = "2025-11-28T23:37:38.911Z" } wheels = [ @@ -207,22 +202,6 @@ version = "3.4.4" source = { registry = "https://pypi.org/simple" } sdist = { url = "https://files.pythonhosted.org/packages/13/69/33ddede1939fdd074bce5434295f38fae7136463422fe4fd3e0e89b98062/charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a", size = 129418, upload-time = "2025-10-14T04:42:32.879Z" } wheels = [ - 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