109 lines
3.7 KiB
Markdown
109 lines
3.7 KiB
Markdown
# finanz-cockpit Agent Instructions
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## Setup Commands
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```bash
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# Install dependencies
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uv sync
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# Run migrations
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alembic upgrade head
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# Run all tests
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pytest
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# Run a single test file
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pytest tests/test_model_b4wexport.py -v
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```
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## Project Structure
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- **`src/`**: Application code
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- `main.py`: CLI entrypoint for CSV ingestion
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- `db.py`: Database connection management (uses global `_engine` pattern)
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- `models/`: Pydantic models + SQLAlchemy tables for b4w and comdirect imports
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- `ingest/`: Data ingestion logic per source
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- **`tests/`**: Tests with fixtures in `conftest.py`
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- **`alembic/versions/`**: Database migrations
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## Key Patterns & Gotchas
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### Database Configuration
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```python
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from src.db import get_engine, get_session, set_engine
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# Development: use sqlite://
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os.environ["DATABASE_URL"] = "sqlite://"
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# Production/default: sqlite:///finanz.db
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engine = get_engine() # reads DATABASE_URL or uses default
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with get_session() as session:
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session.query(...).all()
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```
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**Critical**: Tests override engine via `conftest.py`. Never assume global state - always use `get_session()` context manager.
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### CSV Format Expectations
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- **b4w**: German bank export (CSV) from `/mnt/anbau/Software/Python/finanz-cockpit/scripts/dummy_data/b4w_export_dummy_01.csv`
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- **comdirect**: German bank export (CSV) with fields like `Buchungstag`, `Umsatz in EUR`, `Vorgang`
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### Testing Workflow
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```bash
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# Tests automatically run migrations via conftest fixture
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pytest tests/ -v --tb=short
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# To test without migrations (in-memory SQLite), use DATABASE_URL="sqlite://"
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export DATABASE_URL="sqlite://" pytest tests/test_db.py
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```
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### Environment Variables
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- `DATABASE_URL`: Database connection string (default: `sqlite:///finanz.db`)
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## Data Models
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Two sources with shared patterns:
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- **b4w**: `B4wExport`, `Category`, transactional import to `import_b4w` table + `category` table
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- **comdirect**: `ComdirectGiro`, `ComdirectCreditCard`, `ComdirectDepot`, import to `comdirect_giro` table
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- **unified**: `Transaction`, `TransactionDb` – both ingest pipelines project their staging rows (`import_b4w`, `comdirect_giro`) into one `transactions` table via `src/ingest/transactions.py` (`map_*` mappers + `consolidate_transactions`). Dedup uses a business-key `hash_id` (source + IBAN + value date + amount + text + counterparty) with a UNIQUE constraint and SQLite `INSERT OR IGNORE`, so re-imports are idempotent. Amounts are canonical signed (negative = money out). Depot/credit-card/tagesgeld are not projected yet.
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All models inherit from common base in `src/models/_common.py`:
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- `_hash()`: SHA256-based deduplication key
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- `_parse_date_german()`: Handles "07.09.2026" format and values like "offen", "--"
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- `_parse_decimal_german()`: Converts "1,23" to Decimal
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## Factory Pattern for Testing
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Import from `tests/factories.py`:
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```python
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from tests.factories import B4wExportFactory, ComdirectGiroFactory
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from src.constants import Currency
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B4wExportFactory.__faker__ = Faker("de_DE")
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ComdirectGiroFactory.__faker__ = Faker("de_DE")
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# Use in tests:
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item = B4wExportFactory.build( # build() for partial, create() for full
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Amt="50.00",
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RmtInf="Supermarket",
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)
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```
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## Common Mistakes to Avoid
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1. **Assuming global engine state**: Always use `get_session()` context manager
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2. **Ignoring German date formats**: Use `_parse_date_german()` for CSV parsing
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3. **Forgetting migration setup in tests**: Tests auto-migrate, but integration tests with real db need explicit upgrade
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4. **Wrong Faker locale**: Use `Faker("de_DE")` for realistic names/IBANs
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## Testing Tips
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- Run single test: `pytest tests/test_model_b4wexport.py -v`
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- View migrations: `ls alembic/versions/`
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- Test data location: `/scripts/dummy_data/`
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