Database & Migrations: - Update all Alembic migrations for PostgreSQL compatibility - Remove SQLite-specific syntax (AUTOINCREMENT, etc.) - Add database utility helpers for PostgreSQL operations - Fix services to use PostgreSQL-compatible queries Documentation: - Add comprehensive Docker deployment guide - Add production deployment documentation - Add infrastructure architecture documentation - Update database setup guide for PostgreSQL-only - Expand troubleshooting guide Architecture & Validation: - Add migration.yaml rules for SQL compatibility checking - Enhance validate_architecture.py with migration validation - Update architecture rules to validate Alembic migrations Development: - Fix duplicate install-all target in Makefile - Add Celery/Redis validation to install.py script - Add docker-compose.test.yml for CI testing - Add squash_migrations.py utility script - Update tests for PostgreSQL compatibility - Improve test fixtures in conftest.py Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
846 lines
27 KiB
Markdown
846 lines
27 KiB
Markdown
# Infrastructure Guide
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This guide documents the complete infrastructure for the Wizamart platform, from development to high-end production.
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**Philosophy:** We prioritize **debuggability and operational simplicity** over complexity. Every component should be directly accessible for troubleshooting.
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---
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## Table of Contents
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- [Architecture Overview](#architecture-overview)
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- [Current State](#current-state)
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- [Development Environment](#development-environment)
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- [Production Options](#production-options)
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- [Future High-End Architecture](#future-high-end-architecture)
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- [Component Deep Dives](#component-deep-dives)
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- [Troubleshooting Guide](#troubleshooting-guide)
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- [Decision Matrix](#decision-matrix)
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---
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## Architecture Overview
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### System Components
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```
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┌─────────────────────────────────────────────────────────────────────────┐
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│ CLIENTS │
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│ (Browsers, Mobile Apps, API Consumers) │
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└─────────────────────────────────────────────────────────────────────────┘
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│
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▼
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┌─────────────────────────────────────────────────────────────────────────┐
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│ LOAD BALANCER / PROXY │
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│ (Nginx, Caddy, or Cloud LB) │
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│ - SSL termination │
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│ - Static file serving │
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│ - Rate limiting │
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└─────────────────────────────────────────────────────────────────────────┘
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│
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┌───────────────┼───────────────┐
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▼ ▼ ▼
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┌─────────────────────────────────────────────────────────────────────────┐
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│ APPLICATION SERVERS │
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│ (FastAPI + Uvicorn) │
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│ - API endpoints │
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│ - HTML rendering (Jinja2) │
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│ - WebSocket connections │
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└─────────────────────────────────────────────────────────────────────────┘
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│ │ │
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▼ ▼ ▼
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┌──────────────────┐ ┌──────────────────┐ ┌──────────────────┐
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│ PostgreSQL │ │ Redis │ │ File Storage │
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│ (Primary DB) │ │ (Cache/Queue) │ │ (S3/Local) │
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└──────────────────┘ └──────────────────┘ └──────────────────┘
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│
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▼
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┌──────────────────┐
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│ Celery Workers │
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│ (Background Jobs)│
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└──────────────────┘
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```
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### Data Flow
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1. **Request** → Nginx → Uvicorn → FastAPI → Service Layer → Database
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2. **Background Job** → API creates task → Redis Queue → Celery Worker → Database
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3. **Static Files** → Nginx serves directly (or CDN in production)
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---
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## Current State
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### What We Have Now
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| Component | Technology | Status |
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|-----------|------------|--------|
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| Web Framework | FastAPI + Uvicorn | ✅ Production Ready |
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| Database | PostgreSQL 15 | ✅ Production Ready |
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| ORM | SQLAlchemy 2.0 | ✅ Production Ready |
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| Migrations | Alembic | ✅ Production Ready |
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| Templates | Jinja2 + Tailwind CSS | ✅ Production Ready |
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| Authentication | JWT (PyJWT) | ✅ Production Ready |
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| Email | SMTP/SendGrid/Mailgun/SES | ✅ Production Ready |
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| Payments | Stripe | ✅ Production Ready |
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| Background Jobs | - | ⏳ Planned (Celery) |
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| Caching | - | ⏳ Planned (Redis) |
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| File Storage | Local filesystem | ⏳ Needs S3 for prod |
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### What We Need to Add
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| Component | Priority | Reason |
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|-----------|----------|--------|
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| Redis | High | Session cache, Celery broker |
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| Celery | High | Background jobs (imports, emails, reports) |
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| S3/MinIO | Medium | Scalable file storage |
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| Sentry | Medium | Error tracking |
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| Prometheus/Grafana | Low | Metrics and dashboards |
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---
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## Development Environment
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### Local Setup (Recommended)
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```bash
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# 1. Start PostgreSQL
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make docker-up
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# 2. Run migrations
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make migrate-up
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# 3. Initialize data
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make init-prod
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# 4. Start development server
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make dev
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# 5. (Optional) Run tests
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make test
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```
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### Services Running Locally
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| Service | Host | Port | Purpose |
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|---------|------|------|---------|
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| FastAPI | localhost | 8000 | Main application |
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| PostgreSQL | localhost | 5432 | Development database |
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| PostgreSQL (test) | localhost | 5433 | Test database |
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| MkDocs | localhost | 8001 | Documentation |
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### Docker Compose Services
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```yaml
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# docker-compose.yml
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services:
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db: # PostgreSQL for development
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redis: # Redis for cache/queue (coming soon)
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api: # FastAPI application (optional)
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```
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---
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## Production Options
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### Option 1: Traditional VPS (Recommended for Troubleshooting)
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**Best for:** Teams who want direct server access, familiar with Linux administration.
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```
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┌─────────────────────────────────────────────────────────────┐
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│ VPS (4GB+ RAM) │
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│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
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│ │ Nginx │ │ Uvicorn │ │ PostgreSQL │ │
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│ │ (reverse │ │ (4 workers)│ │ (local) │ │
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│ │ proxy) │ │ │ │ │ │
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│ └─────────────┘ └─────────────┘ └─────────────┘ │
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│ │ │ │ │
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│ └────────────────┼────────────────┘ │
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│ │ │
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│ ┌─────────────┐ ┌─────────────┐ │
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│ │ Redis │ │ Celery │ │
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│ │ (local) │ │ (workers) │ │
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│ └─────────────┘ └─────────────┘ │
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└─────────────────────────────────────────────────────────────┘
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```
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**Setup:**
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```bash
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# On Ubuntu 22.04+ VPS
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# 1. Install system packages
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sudo apt update
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sudo apt install -y nginx postgresql-15 redis-server python3.11 python3.11-venv
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# 2. Create application user
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sudo useradd -m -s /bin/bash wizamart
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sudo su - wizamart
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# 3. Clone and setup
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git clone <repo> /home/wizamart/app
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cd /home/wizamart/app
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python3.11 -m venv .venv
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source .venv/bin/activate
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pip install -r requirements.txt
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# 4. Configure environment
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cp .env.example .env
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nano .env # Edit with production values
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# 5. Setup database
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sudo -u postgres createuser wizamart_user
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sudo -u postgres createdb wizamart_db -O wizamart_user
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alembic upgrade head
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python scripts/init_production.py
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# 6. Create systemd service
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sudo nano /etc/systemd/system/wizamart.service
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```
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**Systemd Service:**
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```ini
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# /etc/systemd/system/wizamart.service
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[Unit]
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Description=Wizamart API
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After=network.target postgresql.service redis.service
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[Service]
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User=wizamart
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Group=wizamart
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WorkingDirectory=/home/wizamart/app
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Environment="PATH=/home/wizamart/app/.venv/bin"
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EnvironmentFile=/home/wizamart/app/.env
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ExecStart=/home/wizamart/app/.venv/bin/uvicorn main:app --host 127.0.0.1 --port 8000 --workers 4
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Restart=always
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RestartSec=3
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[Install]
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WantedBy=multi-user.target
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```
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**Celery Workers:**
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```ini
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# /etc/systemd/system/wizamart-celery.service
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[Unit]
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Description=Wizamart Celery Worker
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After=network.target redis.service
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[Service]
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User=wizamart
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Group=wizamart
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WorkingDirectory=/home/wizamart/app
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Environment="PATH=/home/wizamart/app/.venv/bin"
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EnvironmentFile=/home/wizamart/app/.env
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ExecStart=/home/wizamart/app/.venv/bin/celery -A app.celery worker --loglevel=info --concurrency=4
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Restart=always
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RestartSec=3
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[Install]
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WantedBy=multi-user.target
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```
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**Nginx Configuration:**
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```nginx
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# /etc/nginx/sites-available/wizamart
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server {
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listen 80;
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server_name yourdomain.com;
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return 301 https://$server_name$request_uri;
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}
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server {
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listen 443 ssl http2;
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server_name yourdomain.com;
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ssl_certificate /etc/letsencrypt/live/yourdomain.com/fullchain.pem;
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ssl_certificate_key /etc/letsencrypt/live/yourdomain.com/privkey.pem;
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# Security headers
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add_header X-Frame-Options "SAMEORIGIN" always;
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add_header X-Content-Type-Options "nosniff" always;
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add_header X-XSS-Protection "1; mode=block" always;
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# Static files (served directly by Nginx)
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location /static {
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alias /home/wizamart/app/static;
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expires 30d;
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add_header Cache-Control "public, immutable";
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}
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# Uploaded files
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location /uploads {
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alias /home/wizamart/app/uploads;
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expires 7d;
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}
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# API and application
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location / {
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proxy_pass http://127.0.0.1:8000;
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proxy_set_header Host $host;
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proxy_set_header X-Real-IP $remote_addr;
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proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
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proxy_set_header X-Forwarded-Proto $scheme;
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# WebSocket support (for future real-time features)
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proxy_http_version 1.1;
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proxy_set_header Upgrade $http_upgrade;
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proxy_set_header Connection "upgrade";
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}
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}
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```
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**Troubleshooting Commands:**
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```bash
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# Check service status
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sudo systemctl status wizamart
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sudo systemctl status wizamart-celery
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sudo systemctl status postgresql
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sudo systemctl status redis
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# View logs
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sudo journalctl -u wizamart -f
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sudo journalctl -u wizamart-celery -f
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# Connect to database directly
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sudo -u postgres psql wizamart_db
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# Check Redis
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redis-cli ping
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redis-cli monitor # Watch commands in real-time
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# Restart services
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sudo systemctl restart wizamart
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sudo systemctl restart wizamart-celery
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```
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---
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### Option 2: Docker Compose Production
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**Best for:** Consistent environments, easy rollbacks, container familiarity.
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```yaml
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# docker-compose.prod.yml
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services:
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api:
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build: .
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restart: always
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ports:
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- "127.0.0.1:8000:8000"
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environment:
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DATABASE_URL: postgresql://wizamart_user:${DB_PASSWORD}@db:5432/wizamart_db
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REDIS_URL: redis://redis:6379/0
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CELERY_BROKER_URL: redis://redis:6379/1
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depends_on:
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db:
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condition: service_healthy
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redis:
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condition: service_healthy
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volumes:
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- ./uploads:/app/uploads
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- ./logs:/app/logs
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healthcheck:
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test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
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interval: 30s
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timeout: 10s
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retries: 3
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celery:
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build: .
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restart: always
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command: celery -A app.celery worker --loglevel=info --concurrency=4
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environment:
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DATABASE_URL: postgresql://wizamart_user:${DB_PASSWORD}@db:5432/wizamart_db
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REDIS_URL: redis://redis:6379/0
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CELERY_BROKER_URL: redis://redis:6379/1
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depends_on:
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- db
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- redis
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volumes:
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- ./logs:/app/logs
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celery-beat:
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build: .
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restart: always
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command: celery -A app.celery beat --loglevel=info
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environment:
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DATABASE_URL: postgresql://wizamart_user:${DB_PASSWORD}@db:5432/wizamart_db
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CELERY_BROKER_URL: redis://redis:6379/1
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depends_on:
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- redis
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db:
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image: postgres:15
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restart: always
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environment:
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POSTGRES_DB: wizamart_db
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POSTGRES_USER: wizamart_user
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POSTGRES_PASSWORD: ${DB_PASSWORD}
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volumes:
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- postgres_data:/var/lib/postgresql/data
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healthcheck:
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test: ["CMD-SHELL", "pg_isready -U wizamart_user -d wizamart_db"]
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interval: 10s
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timeout: 5s
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retries: 5
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redis:
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image: redis:7-alpine
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restart: always
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volumes:
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- redis_data:/data
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healthcheck:
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test: ["CMD", "redis-cli", "ping"]
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interval: 10s
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timeout: 5s
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retries: 5
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nginx:
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image: nginx:alpine
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restart: always
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ports:
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- "80:80"
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- "443:443"
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volumes:
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- ./nginx.conf:/etc/nginx/nginx.conf:ro
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- ./static:/app/static:ro
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- ./uploads:/app/uploads:ro
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- /etc/letsencrypt:/etc/letsencrypt:ro
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depends_on:
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- api
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volumes:
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postgres_data:
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redis_data:
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```
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**Troubleshooting Commands:**
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```bash
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# View all containers
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docker compose -f docker-compose.prod.yml ps
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# View logs
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docker compose -f docker-compose.prod.yml logs -f api
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docker compose -f docker-compose.prod.yml logs -f celery
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# Access container shell
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docker compose -f docker-compose.prod.yml exec api bash
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docker compose -f docker-compose.prod.yml exec db psql -U wizamart_user -d wizamart_db
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# Restart specific service
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docker compose -f docker-compose.prod.yml restart api
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# View resource usage
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docker stats
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```
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---
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### Option 3: Managed Services (Minimal Ops)
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**Best for:** Small teams, focus on product not infrastructure.
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| Component | Service | Cost (approx) |
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|-----------|---------|---------------|
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| App Hosting | Railway / Render / Fly.io | $5-25/mo |
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| Database | Neon / Supabase / PlanetScale | $0-25/mo |
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| Redis | Upstash / Redis Cloud | $0-10/mo |
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| File Storage | Cloudflare R2 / AWS S3 | $0-5/mo |
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| Email | Resend / SendGrid | $0-20/mo |
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**Example: Railway + Neon**
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```bash
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# Deploy to Railway
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railway login
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railway init
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railway up
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# Configure environment
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railway variables set DATABASE_URL="postgresql://..."
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railway variables set REDIS_URL="redis://..."
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```
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---
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## Future High-End Architecture
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|
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### Target Production Architecture
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```
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┌─────────────────┐
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│ CloudFlare │
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│ (CDN + WAF) │
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└────────┬────────┘
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│
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┌────────▼────────┐
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│ Load Balancer │
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│ (HA Proxy/ALB) │
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└────────┬────────┘
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│
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┌──────────────────────┼──────────────────────┐
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│ │ │
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┌────────▼────────┐ ┌────────▼────────┐ ┌────────▼────────┐
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│ API Server 1 │ │ API Server 2 │ │ API Server N │
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│ (Uvicorn) │ │ (Uvicorn) │ │ (Uvicorn) │
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└────────┬────────┘ └────────┬────────┘ └────────┬────────┘
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│ │ │
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└──────────────────────┼──────────────────────┘
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│
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┌───────────────────────────┼───────────────────────────┐
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│ │ │
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┌────────▼────────┐ ┌────────▼────────┐ ┌────────▼────────┐
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│ PostgreSQL │ │ Redis │ │ S3 / MinIO │
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│ (Primary) │ │ (Cluster) │ │ (Files) │
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│ │ │ │ │ │ │
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│ ┌────▼────┐ │ │ ┌─────────┐ │ │ │
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│ │ Replica │ │ │ │ Sentinel│ │ │ │
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│ └─────────┘ │ │ └─────────┘ │ │ │
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└─────────────────┘ └─────────────────┘ └─────────────────┘
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│
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┌──────────────────────┼──────────────────────┐
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│ │ │
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┌────────▼────────┐ ┌────────▼────────┐ ┌────────▼────────┐
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│ Celery Worker 1 │ │ Celery Worker 2 │ │ Celery Beat │
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│ (General) │ │ (Import Jobs) │ │ (Scheduler) │
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└─────────────────┘ └─────────────────┘ └─────────────────┘
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┌─────────────────────────────┐
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│ Monitoring Stack │
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│ ┌─────────┐ ┌───────────┐ │
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│ │Prometheus│ │ Grafana │ │
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│ └─────────┘ └───────────┘ │
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│ ┌─────────┐ ┌───────────┐ │
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│ │ Sentry │ │ Loki │ │
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│ └─────────┘ └───────────┘ │
|
|
└─────────────────────────────┘
|
|
```
|
|
|
|
### Celery Task Queues
|
|
|
|
```python
|
|
# app/celery.py (to be implemented)
|
|
from celery import Celery
|
|
|
|
celery_app = Celery(
|
|
"wizamart",
|
|
broker=settings.celery_broker_url,
|
|
backend=settings.celery_result_backend,
|
|
)
|
|
|
|
celery_app.conf.task_queues = {
|
|
"default": {"exchange": "default", "routing_key": "default"},
|
|
"imports": {"exchange": "imports", "routing_key": "imports"},
|
|
"emails": {"exchange": "emails", "routing_key": "emails"},
|
|
"reports": {"exchange": "reports", "routing_key": "reports"},
|
|
}
|
|
|
|
celery_app.conf.task_routes = {
|
|
"app.tasks.import_letzshop_products": {"queue": "imports"},
|
|
"app.tasks.send_email": {"queue": "emails"},
|
|
"app.tasks.generate_report": {"queue": "reports"},
|
|
}
|
|
```
|
|
|
|
### Background Tasks to Implement
|
|
|
|
| Task | Queue | Priority | Description |
|
|
|------|-------|----------|-------------|
|
|
| `import_letzshop_products` | imports | High | Marketplace product sync |
|
|
| `import_letzshop_orders` | imports | High | Order sync from Letzshop |
|
|
| `send_order_confirmation` | emails | High | Order emails |
|
|
| `send_password_reset` | emails | High | Auth emails |
|
|
| `send_invoice_email` | emails | Medium | Invoice delivery |
|
|
| `generate_sales_report` | reports | Low | Analytics reports |
|
|
| `cleanup_expired_sessions` | default | Low | Maintenance |
|
|
| `sync_stripe_subscriptions` | default | Medium | Billing sync |
|
|
|
|
---
|
|
|
|
## Component Deep Dives
|
|
|
|
### PostgreSQL Configuration
|
|
|
|
**Production Settings (`postgresql.conf`):**
|
|
|
|
```ini
|
|
# Memory (adjust based on server RAM)
|
|
shared_buffers = 256MB # 25% of RAM for dedicated DB server
|
|
effective_cache_size = 768MB # 75% of RAM
|
|
work_mem = 16MB
|
|
maintenance_work_mem = 128MB
|
|
|
|
# Connections
|
|
max_connections = 100
|
|
|
|
# Write-Ahead Log
|
|
wal_level = replica
|
|
max_wal_senders = 3
|
|
|
|
# Query Planning
|
|
random_page_cost = 1.1 # For SSD storage
|
|
effective_io_concurrency = 200 # For SSD storage
|
|
|
|
# Logging
|
|
log_min_duration_statement = 1000 # Log queries > 1 second
|
|
log_line_prefix = '%t [%p]: [%l-1] user=%u,db=%d '
|
|
```
|
|
|
|
**Backup Strategy:**
|
|
|
|
```bash
|
|
# Daily backup script
|
|
#!/bin/bash
|
|
BACKUP_DIR=/backups/postgresql
|
|
DATE=$(date +%Y%m%d_%H%M%S)
|
|
pg_dump -U wizamart_user wizamart_db | gzip > $BACKUP_DIR/wizamart_$DATE.sql.gz
|
|
|
|
# Keep last 7 days
|
|
find $BACKUP_DIR -name "*.sql.gz" -mtime +7 -delete
|
|
```
|
|
|
|
### Redis Configuration
|
|
|
|
**Use Cases:**
|
|
|
|
| Use Case | Database | TTL | Description |
|
|
|----------|----------|-----|-------------|
|
|
| Session Cache | 0 | 24h | User sessions |
|
|
| API Rate Limiting | 0 | 1h | Request counters |
|
|
| Celery Broker | 1 | - | Task queue |
|
|
| Celery Results | 2 | 24h | Task results |
|
|
| Feature Flags | 3 | 5m | Feature gate cache |
|
|
|
|
**Configuration (`redis.conf`):**
|
|
|
|
```ini
|
|
maxmemory 256mb
|
|
maxmemory-policy allkeys-lru
|
|
appendonly yes
|
|
appendfsync everysec
|
|
```
|
|
|
|
### Nginx Tuning
|
|
|
|
```nginx
|
|
# /etc/nginx/nginx.conf
|
|
worker_processes auto;
|
|
worker_rlimit_nofile 65535;
|
|
|
|
events {
|
|
worker_connections 4096;
|
|
use epoll;
|
|
multi_accept on;
|
|
}
|
|
|
|
http {
|
|
# Buffers
|
|
client_body_buffer_size 10K;
|
|
client_header_buffer_size 1k;
|
|
client_max_body_size 50M;
|
|
large_client_header_buffers 2 1k;
|
|
|
|
# Timeouts
|
|
client_body_timeout 12;
|
|
client_header_timeout 12;
|
|
keepalive_timeout 15;
|
|
send_timeout 10;
|
|
|
|
# Gzip
|
|
gzip on;
|
|
gzip_vary on;
|
|
gzip_proxied any;
|
|
gzip_comp_level 6;
|
|
gzip_types text/plain text/css text/xml application/json application/javascript;
|
|
}
|
|
```
|
|
|
|
---
|
|
|
|
## Troubleshooting Guide
|
|
|
|
### Quick Diagnostics
|
|
|
|
```bash
|
|
# Check all services
|
|
systemctl status wizamart wizamart-celery postgresql redis nginx
|
|
|
|
# Check ports
|
|
ss -tlnp | grep -E '(8000|5432|6379|80|443)'
|
|
|
|
# Check disk space
|
|
df -h
|
|
|
|
# Check memory
|
|
free -h
|
|
|
|
# Check CPU/processes
|
|
htop
|
|
```
|
|
|
|
### Database Issues
|
|
|
|
```bash
|
|
# Connect to database
|
|
sudo -u postgres psql wizamart_db
|
|
|
|
# Check active connections
|
|
SELECT count(*) FROM pg_stat_activity;
|
|
|
|
# Find slow queries
|
|
SELECT pid, now() - pg_stat_activity.query_start AS duration, query
|
|
FROM pg_stat_activity
|
|
WHERE state != 'idle'
|
|
ORDER BY duration DESC;
|
|
|
|
# Kill stuck query
|
|
SELECT pg_terminate_backend(pid);
|
|
|
|
# Check table sizes
|
|
SELECT relname, pg_size_pretty(pg_total_relation_size(relid))
|
|
FROM pg_catalog.pg_statio_user_tables
|
|
ORDER BY pg_total_relation_size(relid) DESC;
|
|
|
|
# Analyze query performance
|
|
EXPLAIN ANALYZE SELECT ...;
|
|
```
|
|
|
|
### Redis Issues
|
|
|
|
```bash
|
|
# Check connectivity
|
|
redis-cli ping
|
|
|
|
# Monitor real-time commands
|
|
redis-cli monitor
|
|
|
|
# Check memory usage
|
|
redis-cli info memory
|
|
|
|
# List all keys (careful in production!)
|
|
redis-cli --scan
|
|
|
|
# Check queue lengths
|
|
redis-cli llen celery
|
|
|
|
# Flush specific database
|
|
redis-cli -n 1 flushdb # Flush Celery broker
|
|
```
|
|
|
|
### Celery Issues
|
|
|
|
```bash
|
|
# Check worker status
|
|
celery -A app.celery inspect active
|
|
celery -A app.celery inspect reserved
|
|
celery -A app.celery inspect stats
|
|
|
|
# Purge all pending tasks
|
|
celery -A app.celery purge
|
|
|
|
# List registered tasks
|
|
celery -A app.celery inspect registered
|
|
```
|
|
|
|
### Application Issues
|
|
|
|
```bash
|
|
# Check API health
|
|
curl -s http://localhost:8000/health | jq
|
|
|
|
# View recent logs
|
|
journalctl -u wizamart --since "10 minutes ago"
|
|
|
|
# Check for Python errors
|
|
journalctl -u wizamart | grep -i error | tail -20
|
|
|
|
# Test database connection
|
|
python -c "from app.core.database import engine; print(engine.connect())"
|
|
```
|
|
|
|
### Common Problems & Solutions
|
|
|
|
| Problem | Diagnosis | Solution |
|
|
|---------|-----------|----------|
|
|
| 502 Bad Gateway | `systemctl status wizamart` | Restart app: `systemctl restart wizamart` |
|
|
| Database connection refused | `pg_isready` | Start PostgreSQL: `systemctl start postgresql` |
|
|
| High memory usage | `free -h`, `ps aux --sort=-%mem` | Restart app, check for memory leaks |
|
|
| Slow queries | PostgreSQL slow query log | Add indexes, optimize queries |
|
|
| Celery tasks stuck | `celery inspect active` | Restart workers, check Redis |
|
|
| Disk full | `df -h` | Clean logs, backups, temp files |
|
|
|
|
---
|
|
|
|
## Decision Matrix
|
|
|
|
### When to Use Each Option
|
|
|
|
| Scenario | Recommended | Reason |
|
|
|----------|-------------|--------|
|
|
| Solo developer, MVP | Managed (Railway) | Focus on product |
|
|
| Small team, budget conscious | Traditional VPS | Full control, low cost |
|
|
| Need direct DB access for debugging | Traditional VPS | Direct psql access |
|
|
| Familiar with Docker, want consistency | Docker Compose | Reproducible environments |
|
|
| High availability required | Docker + Orchestration | Easy scaling |
|
|
| Enterprise, compliance requirements | Kubernetes | Full orchestration |
|
|
|
|
### Cost Comparison (Monthly)
|
|
|
|
| Setup | Low Traffic | Medium | High |
|
|
|-------|-------------|--------|------|
|
|
| Managed (Railway + Neon) | $10 | $50 | $200+ |
|
|
| VPS (Hetzner/DigitalOcean) | $5 | $20 | $80 |
|
|
| Docker on VPS | $5 | $20 | $80 |
|
|
| AWS/GCP Full Stack | $50 | $200 | $1000+ |
|
|
|
|
---
|
|
|
|
## Migration Path
|
|
|
|
### Phase 1: Current (Development)
|
|
- ✅ PostgreSQL (Docker)
|
|
- ✅ FastAPI + Uvicorn
|
|
- ✅ Local file storage
|
|
|
|
### Phase 2: Production MVP
|
|
- ✅ PostgreSQL (managed or VPS)
|
|
- ✅ FastAPI + Uvicorn (systemd or Docker)
|
|
- ⏳ Redis (session cache)
|
|
- ⏳ Celery (background jobs)
|
|
- ⏳ S3/MinIO (file storage)
|
|
|
|
### Phase 3: Scale
|
|
- Horizontal app scaling (multiple Uvicorn instances)
|
|
- PostgreSQL read replicas
|
|
- Redis cluster
|
|
- CDN for static assets
|
|
- Dedicated Celery workers per queue
|
|
|
|
### Phase 4: High Availability
|
|
- Multi-region deployment
|
|
- Database failover
|
|
- Container orchestration (Kubernetes)
|
|
- Full monitoring stack
|
|
|
|
---
|
|
|
|
## Next Steps
|
|
|
|
1. **Add Redis to docker-compose.yml** - For session cache
|
|
2. **Implement Celery** - Start with email and import tasks
|
|
3. **Configure S3/MinIO** - For production file storage
|
|
4. **Set up Sentry** - Error tracking
|
|
5. **Choose production deployment** - VPS or Docker based on team preference
|
|
|
|
See also:
|
|
- [Production Deployment Guide](production.md)
|
|
- [Docker Deployment](docker.md)
|
|
- [Environment Configuration](environment.md)
|