Feat: add CV model

.env.example

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+# AWS S3 Credentials
+AWS_ACCESS_KEY_ID=your_access_key
+AWS_SECRET_ACCESS_KEY=your_secret_key
+AWS_ENDPOINT_URL=https://storage.yandexcloud.net
+AWS_BUCKET_NAME=your_bucket_name
+
+# Database
+POSTGRES_USER=postgres
+POSTGRES_PASSWORD=postgres
+POSTGRES_DB=building_detector
+
+# Geocoders
+YANDEX_GEOCODER_API_KEY=your_yandex_api_key
+GOOGLE_GEOCODER_API_KEY=your_google_api_key
+
+# Celery
+CELERY_WORKER_CONCURRENCY=4
+REDIS_URL=redis://localhost:6379/0
+DATABASE_URL=postgresql://postgres:postgres@localhost:5432/building_detector

.github/workflows/ci.yml

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+name: CI/CD Pipeline
+
+on:
+  push:
+    branches: [ main, develop ]
+  pull_request:
+    branches: [ main, develop ]
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.11'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -e .[dev]
+
+    - name: Run linters
+      run: |
+        # Run black to check code formatting
+        black --check .
+
+        # Run isort to check import sorting
+        isort --check-only .
+
+        # Run ruff for additional linting
+        ruff check .
+
+        # Run flake8 for additional style checks
+        flake8 .
+
+  test:
+    runs-on: ubuntu-latest
+    needs: lint
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.11'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -e .[dev]
+
+    - name: Run tests
+      run: |
+        pytest tests/ -v
+
+    - name: Run coverage report
+      run: |
+        pytest tests/ --cov=src --cov-report=xml
+
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v3
+      with:
+        file: ./coverage.xml
+        flags: unittests
+        name: codecov-umbrella
+
+  build:
+    runs-on: ubuntu-latest
+    needs: test
+    steps:
+    - uses: actions/checkout@v3
+
+    - name: Set up Python
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.11'
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -e .[production]
+
+    - name: Build package
+      run: |
+        python -m build
+
+    - name: Archive production artifacts
+      uses: actions/upload-artifact@v3
+      with:
+        name: python-package-distributions
+        path: dist/

Dockerfile

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+# Используем официальный образ Python
+FROM python:3.9-slim
+
+# Устанавливаем рабочую директорию
+WORKDIR /app
+
+# Копируем файлы зависимостей
+COPY requirements.txt .
+COPY pyproject.toml .
+COPY setup.py .
+
+# Устанавливаем системные зависимости
+RUN apt-get update && apt-get install -y \
+    gcc \
+    g++ \
+    && rm -rf /var/lib/apt/lists/*
+
+# Устанавливаем Python зависимости
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Копируем исходный код
+COPY . .
+
+# Создаем необходимые директории
+RUN mkdir -p data/processed data/index logs
+
+# Открываем порт для API
+EXPOSE 8000
+
+# Команда для запуска приложения
+CMD ["uvicorn", "src.api.app:app", "--host", "0.0.0.0", "--port", "8000"]