diff --git a/.claude/skills/new-destination.md b/.claude/skills/new-destination.md new file mode 100644 index 0000000..2636ebc --- /dev/null +++ b/.claude/skills/new-destination.md @@ -0,0 +1,99 @@ +--- +description: Scaffold a new destination connector for Bizon +--- + +# New Destination Connector + +You are helping create a new Bizon destination connector. Destinations require **registration in 3 places**. + +## Workflow + +### Step 1: Gather Requirements + +Ask the user: +1. **Destination name** (e.g., "postgres", "s3", "snowflake") +2. **Connection parameters** needed (host, credentials, etc.) +3. **Write method**: batch insert, streaming, file upload + +### Step 2: Read the Templates + +Before generating code, read these files: +- `docs/ai-destination-guide.md` - Templates and placeholders +- `bizon/connectors/destinations/logger/src/` - Simple reference +- `bizon/destination/config.py` - See existing `DestinationTypes` enum + +### Step 3: Create Directory Structure + +```bash +mkdir -p bizon/connectors/destinations/{dest_name}/src +touch bizon/connectors/destinations/{dest_name}/src/__init__.py +``` + +### Step 4: Generate Files + +Create these files: + +1. **`src/config.py`**: + - Details config extending `AbstractDestinationDetailsConfig` + - Main config extending `AbstractDestinationConfig` with `Literal[DestinationTypes.X]` + +2. **`src/destination.py`**: + - Destination class extending `AbstractDestination` + - Implement `check_connection()`, `write_records()`, optionally `finalize()` + +### Step 5: Register in 3 Places (CRITICAL!) + +#### 5.1 Add Enum Value +**File**: `bizon/destination/config.py` +```python +class DestinationTypes(str, Enum): + ... + {DEST_ENUM} = "{dest_name}" # ADD THIS +``` + +#### 5.2 Update Union Type +**File**: `bizon/common/models.py` +- Add import at top: `from bizon.connectors.destinations.{dest_name}.src.config import {DestName}Config` +- Add to `destination: Union[...]` field + +#### 5.3 Update Factory +**File**: `bizon/destination/destination.py` +- Add `elif config.name == DestinationTypes.{DEST_ENUM}:` branch in `get_destination()` + +### Step 6: Verify + +```bash +# Format all modified files +uv run ruff format bizon/connectors/destinations/{dest_name} +uv run ruff format bizon/destination/config.py +uv run ruff format bizon/common/models.py +uv run ruff format bizon/destination/destination.py + +# Run tests +uv run pytest tests/ -v +``` + +## Quick Reference + +| Method | Returns | Purpose | +|--------|---------|---------| +| `check_connection()` | `bool` | Test connectivity | +| `write_records(df)` | `Tuple[bool, str\|None]` | Write DataFrame | +| `finalize()` | `bool` | Optional cleanup | + +## DataFrame Columns + +The `df_destination_records` DataFrame contains: +- `bizon_id`: str - Unique record ID +- `bizon_extracted_at`: datetime +- `bizon_loaded_at`: datetime +- `source_data`: str - JSON string of record +- `source_record_id`: str + +## Registration Checklist + +Before finishing, verify all 3 registrations: +- [ ] `DestinationTypes` enum has new value +- [ ] `BizonConfig.destination` Union includes new config +- [ ] `DestinationFactory.get_destination()` has elif branch +- [ ] All 3 use exactly the same name string diff --git a/.claude/skills/new-source.md b/.claude/skills/new-source.md new file mode 100644 index 0000000..97e01f2 --- /dev/null +++ b/.claude/skills/new-source.md @@ -0,0 +1,81 @@ +--- +description: Scaffold a new source connector for Bizon +--- + +# New Source Connector + +You are helping create a new Bizon source connector. Sources are auto-discovered - no registration needed! + +## Workflow + +### Step 1: Gather Requirements + +Ask the user: +1. **Source name** (e.g., "stripe", "hubspot", "salesforce") +2. **Streams to sync** (e.g., "users", "orders", "contacts") +3. **API documentation URL** (optional but helpful) +4. **Authentication type**: API key, OAuth, Basic, or none + +### Step 2: Read the Templates + +Before generating code, read these files for patterns: +- `docs/ai-connector-guide.md` - Templates and decision trees +- `docs/reference-connector.md` - Annotated production example +- `bizon/connectors/sources/dummy/src/source.py` - Simple reference + +### Step 3: Create Directory Structure + +```bash +mkdir -p bizon/connectors/sources/{source_name}/src +mkdir -p bizon/connectors/sources/{source_name}/config +touch bizon/connectors/sources/{source_name}/src/__init__.py +``` + +### Step 4: Generate Files + +Create these files: + +1. **`src/source.py`** - Main implementation with: + - Config class extending `SourceConfig` + - Source class extending `AbstractSource` + - All required methods: `streams()`, `get_config_class()`, `get_authenticator()`, `check_connection()`, `get_total_records_count()`, `get()` + +2. **`config/{source_name}.example.yml`** - Example YAML config + +### Step 5: Key Implementation Details + +- `streams()` returns `List[str]` of available stream names +- `get()` returns `SourceIteration(records=[...], next_pagination={...})` +- `next_pagination` must be `{}` (empty dict) when no more pages +- Each record needs unique `id`: `SourceRecord(id=item["id"], data=item)` + +### Step 6: Verify + +```bash +# Format +uv run ruff format bizon/connectors/sources/{source_name} + +# Verify discovery +uv run bizon source list +uv run bizon stream list {source_name} + +# Test +uv run bizon run bizon/connectors/sources/{source_name}/config/{source_name}.example.yml +``` + +## Quick Reference + +| Method | Returns | Purpose | +|--------|---------|---------| +| `streams()` | `List[str]` | Available streams | +| `get_config_class()` | `SourceConfig` | Config class | +| `get_authenticator()` | `AuthBase` or `None` | Auth handler | +| `check_connection()` | `Tuple[bool, str\|None]` | Test connectivity | +| `get_total_records_count()` | `int\|None` | Total records | +| `get(pagination)` | `SourceIteration` | Fetch records | + +## Remember + +- Sources are **auto-discovered** - no registration needed +- Empty `__init__.py` is required in `src/` +- Return `{}` for `next_pagination` when done paginating diff --git a/.claude/skills/run-checks.md b/.claude/skills/run-checks.md new file mode 100644 index 0000000..0bda854 --- /dev/null +++ b/.claude/skills/run-checks.md @@ -0,0 +1,74 @@ +--- +description: Run formatting, linting, and tests before committing +--- + +# Run Pre-Commit Checks + +Run the standard checks before committing code. + +## Quick Command + +```bash +make format && uv run pytest tests/ -v +``` + +## Individual Commands + +### Format Code +```bash +uv run ruff format . +``` + +### Lint and Auto-Fix +```bash +uv run ruff check --fix . +``` + +### Run All Tests +```bash +uv run pytest tests/ -v +``` + +### Run Specific Tests +```bash +# Single file +uv run pytest tests/path/to/test_file.py -v + +# Single test +uv run pytest tests/path/to/test_file.py -k "test_name" -v + +# With coverage +uv run pytest --cov=bizon tests/ +``` + +## Makefile Shortcuts + +```bash +make format # Ruff format + lint +make lint # Lint only +make test # Run pytest +make install # Full dev install +``` + +## Common Fixes + +### Import Order Issues +Ruff handles this automatically with `--fix` + +### Line Too Long (>120 chars) +- Use parentheses for continuation +- Break long strings +- Add `# noqa: E501` if unavoidable + +### Type Hints +Use `List`, `Dict`, `Optional` from `typing` for Python 3.9 compatibility + +## Before Committing + +1. Run `make format` +2. Run `uv run pytest` +3. Check for any remaining linting issues +4. Commit with conventional message format: + - `feat(source): add Stripe connector` + - `fix(destination): handle timeout` + - `docs: update contributing guide` diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md new file mode 100644 index 0000000..0458783 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_report.md @@ -0,0 +1,37 @@ +--- +name: Bug Report +about: Report a bug in Bizon +title: '[BUG] ' +labels: bug +--- + +## Description + + +## Steps to Reproduce +1. +2. +3. + +## Expected Behavior + + +## Actual Behavior + + +## Environment +- Bizon version: +- Python version: +- OS: +- Queue type (if relevant): +- Backend type (if relevant): + +## Config (if relevant) +```yaml +# Paste your config (remove sensitive data) +``` + +## Error Message/Logs +``` +# Paste relevant logs +``` diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md new file mode 100644 index 0000000..0b56c24 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/feature_request.md @@ -0,0 +1,21 @@ +--- +name: Feature Request +about: Suggest a new feature +title: '[FEATURE] ' +labels: enhancement +--- + +## Summary + + +## Problem/Motivation + + +## Proposed Solution + + +## Alternatives Considered + + +## Additional Context + diff --git a/.github/ISSUE_TEMPLATE/new_connector.md b/.github/ISSUE_TEMPLATE/new_connector.md new file mode 100644 index 0000000..f64f596 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/new_connector.md @@ -0,0 +1,25 @@ +--- +name: New Connector Request +about: Request a new source or destination connector +title: '[CONNECTOR] ' +labels: connector +--- + +## Connector Type +- [ ] Source (extract data from) +- [ ] Destination (load data to) + +## Service/API Name + + +## API Documentation + + +## Authentication + + +## Priority Streams/Tables + + +## Use Case + diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md new file mode 100644 index 0000000..b14c37f --- /dev/null +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -0,0 +1,28 @@ +## Summary + + +## Type of Change +- [ ] Bug fix +- [ ] New feature +- [ ] New connector (source/destination) +- [ ] Documentation +- [ ] Refactoring +- [ ] Other: ___ + +## Changes Made + +- + +## Testing + +- [ ] Unit tests added/updated +- [ ] Manual testing performed +- [ ] Existing tests pass (`uv run pytest`) + +## Checklist +- [ ] Code follows project style (`make format`) +- [ ] Self-review completed +- [ ] Documentation updated (if needed) + +## Related Issues + diff --git a/.github/workflows/kafka-e2e.yml b/.github/workflows/kafka-e2e.yml index f518618..dc33a0d 100644 --- a/.github/workflows/kafka-e2e.yml +++ b/.github/workflows/kafka-e2e.yml @@ -22,7 +22,7 @@ jobs: uses: actions/checkout@v4 - name: Set up Python 3.10 - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: '3.10' @@ -78,20 +78,16 @@ jobs: docker compose logs kafka | tail -10 echo "Kafka should be ready!" - - name: Install Poetry - uses: snok/install-poetry@v1 - with: - version: latest - virtualenvs-create: true - virtualenvs-in-project: true + - name: Install uv + uses: astral-sh/setup-uv@v4 - name: Install dependencies - run: poetry install --with test --all-extras + run: uv sync --all-extras --group test - name: Verify Kafka connection run: | echo "Verifying Kafka connection with retries..." - poetry run python -c " + uv run python -c " from confluent_kafka import Producer import time import sys @@ -119,7 +115,7 @@ jobs: - name: Create test topics and produce data run: | - poetry run python -c " + uv run python -c " import json import time from confluent_kafka import Producer @@ -199,7 +195,7 @@ jobs: KAFKA_E2E_TESTS: "1" run: | echo "๐Ÿ” Running Kafka authentication failure tests..." - poetry run pytest tests/e2e/kafka/test_e2e_kafka_auth_failures.py -v --tb=short + uv run pytest tests/e2e/kafka/test_e2e_kafka_auth_failures.py -v --tb=short echo "โœ… Authentication failure tests completed!" - name: Run Standard Kafka E2E Tests @@ -213,4 +209,4 @@ jobs: run: | echo "๐Ÿงน Cleaning up..." docker compose down -v - docker compose logs kafka | tail -20 \ No newline at end of file + docker compose logs kafka | tail -20 diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml index 0ac2d2e..613c9a1 100644 --- a/.github/workflows/publish.yml +++ b/.github/workflows/publish.yml @@ -11,31 +11,22 @@ jobs: steps: - name: Checkout code - uses: actions/checkout@v3 + uses: actions/checkout@v4 - name: Set up Python - uses: actions/setup-python@v4 + uses: actions/setup-python@v5 with: python-version: '3.11' - - name: Install Poetry - run: | - pip install poetry - - - name: Configure Poetry - run: | - poetry config virtualenvs.create false - - - name: Install dependencies - run: | - poetry install --no-interaction --no-ansi + - name: Install uv + uses: astral-sh/setup-uv@v4 - name: Build package run: | - poetry build + uv build - name: Publish to PyPI env: - PYPI_PASSWORD: ${{ secrets.PYPI_TOKEN }} + UV_PUBLISH_TOKEN: ${{ secrets.PYPI_TOKEN }} run: | - poetry publish --username __token__ --password "$PYPI_PASSWORD" --no-interaction --no-ansi + uv publish diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml index e049f5c..da0f4f9 100644 --- a/.github/workflows/pytest.yml +++ b/.github/workflows/pytest.yml @@ -36,23 +36,16 @@ jobs: steps: - uses: actions/checkout@v4 - - name: Install Poetry - run: | - pip install poetry - - - name: Configure Poetry for CI - run: | - poetry config virtualenvs.create false + - name: Install uv + uses: astral-sh/setup-uv@v4 - name: Install dependencies run: | - poetry install --with test --all-extras + uv sync --all-extras --group test - name: Run tests run: | - POETRY_ENV_TEST=CI poetry run pytest tests/ + uv run pytest tests/ --ignore=tests/e2e/ --ignore=tests/connectors/destinations/bigquery/ --ignore=tests/connectors/destinations/bigquery_streaming/ --ignore=tests/connectors/destinations/bigquery_streaming_v2/ --ignore=tests/connectors/destinations/bigquery_iceberg/ env: - # The hostname used to communicate with the PostgreSQL service container POSTGRES_HOST: postgres - # The default PostgreSQL port - POSTGRES_PORT: 5432 \ No newline at end of file + POSTGRES_PORT: 5432 diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 45b6364..0cbbd21 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,12 +1,7 @@ repos: - - repo: https://github.com/psf/black - rev: 24.4.2 + - repo: https://github.com/astral-sh/ruff-pre-commit + rev: v0.8.4 hooks: - - id: black - args: ["--line-length", "120"] - - - repo: https://github.com/pycqa/isort - rev: 5.13.2 - hooks: - - id: isort - args: ["--profile", "black", "--filter-files"] + - id: ruff + args: ["--fix"] + - id: ruff-format diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 0000000..be777a3 --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1,188 @@ +# CLAUDE.md + +This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository. + +## Project Overview + +Bizon is a Python-based data extraction and loading (EL) framework for processing large data streams with native fault tolerance, checkpointing, and high throughput (billions of records). + +## Common Commands + +```bash +# Install dependencies +make install # Full install with dev/test dependencies +uv sync --group test # Install with test dependencies only +uv sync --all-extras # Install with all extras (postgres, kafka, etc.) + +# Run tests +uv run pytest # Run all tests +uv run pytest tests/path/to/test_file.py -k "test_name" # Single test + +# Format code +make format # Run Ruff formatter and linter +uv run ruff format . # Format only +uv run ruff check --fix . # Lint and auto-fix + +# CLI commands +uv run bizon run config.yml # Run a pipeline from YAML config +uv run bizon source list # List available sources +uv run bizon stream list # List streams for a source +``` + +## Code Style + +- Ruff formatter with line length 120 +- Ruff linter with isort rules for import sorting +- Configuration in `pyproject.toml` under `[tool.ruff]` + +## Architecture + +### Core Components + +The framework uses a **producer-consumer pattern** with pluggable components: + +``` +YAML Config โ†’ RunnerFactory โ†’ Producer โ†’ Queue โ†’ Consumer โ†’ Destination + โ†‘ โ†“ + Source Backend (checkpoints) +``` + +### Key Abstractions + +| Abstraction | Base Class | Location | +|-------------|------------|----------| +| Source | `AbstractSource` | `bizon/source/source.py` | +| Destination | `AbstractDestination` | `bizon/destination/destination.py` | +| Queue | `AbstractQueue` | `bizon/engine/queue/queue.py` | +| Backend | `AbstractBackend` | `bizon/engine/backend/backend.py` | +| Runner | `AbstractRunner` | `bizon/engine/runner/runner.py` | + +### Directory Structure + +- `bizon/cli/` - CLI entry points (`bizon run`, `bizon source list`) +- `bizon/source/` - Source abstraction, auth, cursor, discovery +- `bizon/destination/` - Destination abstraction, buffering +- `bizon/engine/` - Queue, backend, runner implementations +- `bizon/engine/pipeline/` - Producer and consumer logic +- `bizon/connectors/sources/` - Built-in source connectors +- `bizon/connectors/destinations/` - Built-in destination connectors +- `bizon/common/models.py` - `BizonConfig` main YAML schema +- `bizon/transform/` - Data transformation system + +### Adding New Sources + +Sources are auto-discovered via AST parsing. Create: + +``` +bizon/connectors/sources/{source_name}/src/ +โ”œโ”€โ”€ __init__.py +โ”œโ”€โ”€ config.py # SourceConfig subclass +โ””โ”€โ”€ source.py # AbstractSource implementation +``` + +Required methods: +- `streams() -> List[str]` - Available streams +- `get_config_class()` - Return config class +- `get_authenticator()` - Return auth handler +- `check_connection()` - Test connectivity +- `get(pagination)` - Fetch records (returns `SourceIteration`) +- `get_records_after()` - For incremental sync support (optional) + +### Claude Skills + +Use these skills for common workflows: + +| Skill | Description | +|-------|-------------| +| `/new-source` | Scaffold a new source connector | +| `/new-destination` | Scaffold a new destination connector | +| `/run-checks` | Run format, lint, and tests | + +### AI-Assisted Connector Generation + +**Source connectors** - Read these guides: +- `docs/ai-connector-guide.md` - Templates, decision trees, extraction checklists +- `docs/reference-connector.md` - Fully annotated production example + +**Destination connectors** - Read: +- `docs/ai-destination-guide.md` - Templates with placeholders, registration steps + +**Workflow for sources**: +``` +API Docs URL โ†’ Extract info โ†’ Generate code โ†’ Validate +``` +Sources are auto-discovered - no registration needed! + +**Workflow for destinations**: +``` +Generate code โ†’ Register in 3 places โ†’ Validate +``` +Must register in: `DestinationTypes` enum, `BizonConfig.destination` Union, `DestinationFactory` + +**Files to create for sources**: +``` +bizon/connectors/sources/{source_name}/ +โ”œโ”€โ”€ config/ +โ”‚ โ””โ”€โ”€ {source_name}.example.yml +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py + โ”œโ”€โ”€ config.py + โ””โ”€โ”€ source.py +``` + +**Files to create for destinations**: +``` +bizon/connectors/destinations/{dest_name}/ +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py + โ”œโ”€โ”€ config.py + โ””โ”€โ”€ destination.py +``` + +### Adding New Destinations + +Create: + +``` +bizon/connectors/destinations/{dest_name}/src/ +โ”œโ”€โ”€ __init__.py +โ”œโ”€โ”€ config.py # DestinationConfig subclass with Literal name +โ””โ”€โ”€ destination.py # AbstractDestination implementation +``` + +Then register in: +1. `DestinationTypes` enum in `bizon/destination/config.py` +2. `BizonConfig.destination` Union in `bizon/common/models.py` +3. `DestinationFactory.get_destination()` in `bizon/destination/destination.py` + +### Sync Modes + +- `FULL_REFRESH` - Full dataset each run +- `INCREMENTAL` - Only new/updated records since last run +- `STREAM` - Continuous streaming mode + +### Queue Types + +- `python_queue` - In-memory (dev/test) +- `kafka` - Apache Kafka/Redpanda (production) +- `rabbitmq` - RabbitMQ (production) + +### Backend Types (state storage) + +- `sqlite` / `sqlite_in_memory` - File/memory (dev/test) +- `postgres` - PostgreSQL (production) +- `bigquery` - Google BigQuery (production) + +### Runner Types + +- `thread` - ThreadPoolExecutor (default) +- `process` - ProcessPoolExecutor (true parallelism) +- `stream` - Synchronous single-thread + +### Key Patterns + +- **Factory Pattern**: `RunnerFactory`, `QueueFactory`, `BackendFactory`, `DestinationFactory` +- **Cursor-based Checkpointing**: Producer and destination cursors saved to backend for recovery +- **Pydantic Discriminators**: Union types route to correct implementation based on `type`/`name` field +- **Polars DataFrames**: Used for memory-efficient columnar data processing +- **Buffering**: Destinations buffer records before batch writes (configurable size/timeout) diff --git a/CONTRIBUTE.md b/CONTRIBUTE.md deleted file mode 100644 index 2b14965..0000000 --- a/CONTRIBUTE.md +++ /dev/null @@ -1,68 +0,0 @@ -# Contributing - -## Local setup -- Install poetry: `pip install poetry` -- Activate the virtual environment: `poetry shell` -- Install dependencies: `poetry install --all-extras` - -## Testing - -### Message brokers - -To test the pipeline with Kafka, you can use `docker compose` to setup Kafka, Redpanda or RabbitMQ locally. - -**Kafka** -```bash -docker compose --file ./scripts/queues/kafka-compose.yml up # Kafka -``` - -In your YAML configuration, set the `queue` configuration to Kafka under `engine`: -```yaml -engine: - queue: - type: kafka - config: - queue: bootstrap_server: localhost:9092 # Kafka -``` - -**RedPanda** - -```bash -docker compose --file ./scripts/queues/redpanda-compose.yml up # Redpanda -``` - -In your YAML configuration, set the `queue` configuration to Redpanda under `engine`: -```yaml -engine: - queue: - type: kafka - config: - queue: bootstrap_server: localhost:19092 -``` - - -**RabbitMQ** -```bash -docker compose --file ./scripts/queues/rabbitmq-compose.yml up -``` - -In your YAML configuration, set the `queue` configuration to Kafka under `engine`: - -```yaml -engine: - queue: - type: rabbitmq - config: - queue: - host: localhost - -``` - -### Start the backends (Optional) -If you don't start the backend, the test fall back on the bizon default backend which is the destination warehouse. - -Create a .env file living in the /tests folder: -```bash -BIGQUERY_PROJECT_ID= -BIGQUERY_DATASET_ID=bizon_test -``` \ No newline at end of file diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..5524c40 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,168 @@ +# Contributing to Bizon + +## Quick Start + +```bash +# 1. Clone and setup +git clone && cd bizon-core +pip install uv +make install # or: uv sync --all-extras --all-groups + +# 2. Make changes +# ... + +# 3. Format and test +make format && uv run pytest + +# 4. Submit PR +``` + +## Development Setup + +### Prerequisites +- Python 3.9-3.12 +- uv (`pip install uv` or `curl -LsSf https://astral.sh/uv/install.sh | sh`) +- Docker (optional, for queue testing) + +### Installation +```bash +make install # Full install with dev/test dependencies +uv sync --all-extras --all-groups # Alternative +``` + +The virtual environment is created automatically in `.venv/`. Activate with `source .venv/bin/activate` or use `uv run ` directly. + +## Code Style + +- **Formatter**: Ruff (line length: 120) +- **Linter**: Ruff with isort rules +- **Config**: `pyproject.toml` under `[tool.ruff]` + +```bash +make format # Format + lint with auto-fix +uv run ruff format . # Format only +uv run ruff check --fix . # Lint only +``` + +Pre-commit hooks run automatically on commit. + +### Import Ordering +1. Standard library +2. Third-party packages +3. Local imports (`bizon.*`) + +## Testing + +```bash +uv run pytest # All tests +uv run pytest tests/path/test_file.py # Single file +uv run pytest tests/path/test_file.py -k "name" # Single test +uv run pytest --cov=bizon # With coverage +``` + +### Testing with Message Brokers + +**Kafka** +```bash +docker compose --file ./scripts/queues/kafka-compose.yml up +``` +```yaml +engine: + queue: + type: kafka + config: + queue: + bootstrap_server: localhost:9092 +``` + +**Redpanda** +```bash +docker compose --file ./scripts/queues/redpanda-compose.yml up +``` +```yaml +engine: + queue: + type: kafka + config: + queue: + bootstrap_server: localhost:19092 +``` + +**RabbitMQ** +```bash +docker compose --file ./scripts/queues/rabbitmq-compose.yml up +``` +```yaml +engine: + queue: + type: rabbitmq + config: + queue: + host: localhost +``` + +### Backend Configuration (Optional) +Create `tests/.env`: +```bash +BIGQUERY_PROJECT_ID= +BIGQUERY_DATASET_ID=bizon_test +``` + +## Commit Conventions + +Format: `(): ` + +| Type | Description | +|------|-------------| +| `feat` | New feature | +| `fix` | Bug fix | +| `docs` | Documentation | +| `refactor` | Code refactoring | +| `test` | Tests | +| `chore` | Maintenance | + +Examples: +- `feat(source): add Stripe connector` +- `fix(destination): handle BigQuery timeout` +- `docs: update contributing guide` + +## Pull Request Process + +1. Create branch: `git checkout -b feat/my-feature` or `fix/issue-description` +2. Make changes with tests +3. Run `make format && uv run pytest` +4. Push and create PR +5. Fill out PR template +6. Address review feedback + +## Adding Connectors + +### Adding a Source +Sources are **auto-discovered** - no registration needed! + +1. Create directory: `bizon/connectors/sources/{name}/src/` +2. Implement `AbstractSource` with required methods +3. Add example config in `config/{name}.example.yml` + +See [docs/contributing/adding-sources.md](docs/contributing/adding-sources.md) for detailed guide. + +### Adding a Destination +Destinations require **manual registration** in 3 places. + +1. Create directory: `bizon/connectors/destinations/{name}/src/` +2. Implement `AbstractDestination` +3. Register in: `DestinationTypes` enum, `BizonConfig.destination` Union, `DestinationFactory` + +See [docs/contributing/adding-destinations.md](docs/contributing/adding-destinations.md) for detailed guide. + +## AI Contributors + +For AI-optimized documentation with templates and decision trees: +- [CLAUDE.md](CLAUDE.md) - Architecture and patterns +- [docs/ai-connector-guide.md](docs/ai-connector-guide.md) - Source connector generation +- [docs/ai-destination-guide.md](docs/ai-destination-guide.md) - Destination connector generation + +### Claude Skills +- `/new-source` - Scaffold a new source connector +- `/new-destination` - Scaffold a new destination connector +- `/run-checks` - Run format, lint, and tests diff --git a/Makefile b/Makefile index 0ec2f2b..95ccdf5 100644 --- a/Makefile +++ b/Makefile @@ -1,15 +1,28 @@ -.PHONY : install install-ci format +.PHONY: install install-ci format lint test help .DEFAULT_GOAL := help help: - @echo "install: Install all dependencies" - @echo "install-ci: Install all dependencies for CI" - @echo "format: Run pre-commit hooks" + @echo "install: Install all dependencies with dev and test groups" + @echo "install-ci: Install dependencies for CI (no dev)" + @echo "format: Format code with Ruff" + @echo "lint: Lint code with Ruff" + @echo "test: Run tests with pytest" install: - pip install poetry - poetry install --with dev --with test --all-extras - pre-commit install + pip install uv + uv sync --all-extras --all-groups + uv run pre-commit install + +install-ci: + pip install uv + uv sync --all-extras --group test format: - pre-commit run --all-files \ No newline at end of file + uv run ruff format . + uv run ruff check --fix . + +lint: + uv run ruff check . + +test: + uv run pytest tests/ diff --git a/README.md b/README.md index 078684e..7aeba81 100644 --- a/README.md +++ b/README.md @@ -22,8 +22,34 @@ Extract and load your largest data streams with a framework you can trust for bi - `pyarrow` for Parquet file format ## Installation + +### For Users ```bash pip install bizon + +# With optional dependencies +pip install bizon[postgres] # PostgreSQL backend +pip install bizon[kafka] # Kafka queue +pip install bizon[bigquery] # BigQuery backend/destination +pip install bizon[rabbitmq] # RabbitMQ queue +``` + +### For Development +```bash +# Install uv (if not already installed) +pip install uv + +# Clone and install +git clone https://github.com/bizon-data/bizon-core.git +cd bizon-core +uv sync --all-extras --all-groups + +# Run tests +uv run pytest tests/ + +# Format code +uv run ruff format . +uv run ruff check --fix . ``` ## Usage diff --git a/bizon/alerting/alerts.py b/bizon/alerting/alerts.py index e18ce05..2abd1d1 100644 --- a/bizon/alerting/alerts.py +++ b/bizon/alerting/alerts.py @@ -7,7 +7,6 @@ class AbstractAlert(ABC): - def __init__(self, type: AlertMethod, config: AlertingConfig, log_levels: List[LogLevel] = [LogLevel.ERROR]): self.type = type self.config = config diff --git a/bizon/common/models.py b/bizon/common/models.py index 4194327..bc58018 100644 --- a/bizon/common/models.py +++ b/bizon/common/models.py @@ -1,9 +1,12 @@ -from typing import Optional, Union +from typing import Any, Optional, Union -from pydantic import BaseModel, ConfigDict, Field +from pydantic import BaseModel, ConfigDict, Field, field_validator, model_validator from bizon.alerting.models import AlertingConfig -from bizon.connectors.destinations.bigquery.src.config import BigQueryConfig +from bizon.connectors.destinations.bigquery.src.config import ( + BigQueryColumn, + BigQueryConfig, +) from bizon.connectors.destinations.bigquery_streaming.src.config import ( BigQueryStreamingConfig, ) @@ -18,8 +21,74 @@ from bizon.transform.config import TransformModel -class BizonConfig(BaseModel): +class StreamSourceConfig(BaseModel): + """Source-specific stream routing configuration. + + Uses extra='allow' to support source-specific fields like: + - topic (Kafka) + - endpoint (API sources) + - channel (other streaming sources) + """ + + model_config = ConfigDict(extra="allow") + + # Common field for stream identifier + name: Optional[str] = Field(None, description="Stream identifier within the source") + + # Kafka-specific + topic: Optional[str] = Field(None, description="Kafka topic name") + + # API-specific + endpoint: Optional[str] = Field(None, description="API endpoint path") + + +class StreamDestinationConfig(BaseModel): + """Destination configuration for a stream. + + Supports destination-specific schema definitions and options. + Uses extra='allow' to support destination-specific overrides. + """ + model_config = ConfigDict(extra="allow") + + # Universal destination identifier + table_id: str = Field(..., description="Full destination identifier (e.g., project.dataset.table)") + + # BigQuery-specific schema (can be extended for other destinations) + record_schema: Optional[list[BigQueryColumn]] = Field(None, description="Schema for the destination records") + clustering_keys: Optional[list[str]] = Field(None, description="Clustering keys for the destination table") + + +class StreamConfig(BaseModel): + """Configuration for a single stream. + + Consolidates source stream routing and destination configuration in one place, + eliminating duplication of destination_id between source and destination configs. + """ + + model_config = ConfigDict(extra="forbid") + + name: str = Field(..., description="Logical name for this stream") + source: StreamSourceConfig = Field(..., description="Source-specific routing configuration") + destination: StreamDestinationConfig = Field( + ..., description="Destination configuration including table and schema" + ) + + @field_validator("destination") + @classmethod + def validate_table_id_format(cls, v: StreamDestinationConfig) -> StreamDestinationConfig: + """Ensure table_id follows expected format for BigQuery-like destinations.""" + if v.table_id: + parts = v.table_id.split(".") + if len(parts) != 3: + raise ValueError( + f"table_id must be in format 'project.dataset.table', got: {v.table_id}. " + f"Found {len(parts)} parts instead of 3." + ) + return v + + +class BizonConfig(BaseModel): # Forbid extra keys in the model model_config = ConfigDict(extra="forbid") @@ -63,6 +132,115 @@ class BizonConfig(BaseModel): default=None, ) + streams: Optional[list[StreamConfig]] = Field( + None, + description="Stream routing configuration (opt-in for multi-table streaming). " + "Consolidates source stream definitions with destination tables and schemas.", + ) + + @field_validator("streams") + @classmethod + def validate_streams_config(cls, v: Optional[list[StreamConfig]], info) -> Optional[list[StreamConfig]]: + """Validate streams configuration consistency.""" + if not v: + return v + + # Check for duplicate stream names + names = [s.name for s in v] + if len(names) != len(set(names)): + duplicates = [name for name in names if names.count(name) > 1] + raise ValueError(f"Duplicate stream names found in streams configuration: {set(duplicates)}") + + # Check for duplicate table_ids + table_ids = [s.destination.table_id for s in v] + if len(table_ids) != len(set(table_ids)): + duplicates = [tid for tid in table_ids if table_ids.count(tid) > 1] + raise ValueError(f"Duplicate table_ids found in streams configuration: {set(duplicates)}") + + # Validate that source sync_mode is 'stream' if streams config is used + source_config = info.data.get("source") if info.data else None + if source_config and source_config.sync_mode != SourceSyncModes.STREAM: + raise ValueError( + f"Configuration Error: 'streams' configuration requires source.sync_mode='stream'. " + f"Current sync_mode: {source_config.sync_mode}. " + f"Please update your config to use:\n" + f" source:\n" + f" sync_mode: stream" + ) + + return v + + @model_validator(mode="before") + @classmethod + def inject_config_from_streams(cls, data: Any) -> Any: + """Inject source and destination config from streams. + + This runs BEFORE field validation, enriching both source and destination + configs from the streams configuration. This allows: + 1. Sources (like Kafka) to omit topics - they're extracted from streams + 2. Destinations with unnest=true to work without duplicate record_schemas + + This is source-agnostic: each source type can extract what it needs from streams. + """ + if not isinstance(data, dict): + return data + + streams = data.get("streams") + if not streams: + return data + + source = data.get("source") + if source and isinstance(source, dict): + source_name = source.get("name") + + # Kafka: inject topics from streams + if source_name == "kafka": + # Check if topics is missing, None, or empty list + if not source.get("topics") or source.get("topics") == []: + topics = [] + for stream in streams: + if isinstance(stream, dict): + stream_src = stream.get("source", {}) + stream_dest = stream.get("destination", {}) + if stream_src.get("topic"): + topics.append( + { + "name": stream_src.get("topic"), + "destination_id": stream_dest.get("table_id", ""), + } + ) + if topics: + source["topics"] = topics + + destination = data.get("destination") + if not destination or not isinstance(destination, dict): + return data + + destination_config = destination.get("config") + if not destination_config or not isinstance(destination_config, dict): + return data + + # Only inject if record_schemas is not already set or is empty + if not destination_config.get("record_schemas"): + # Build record_schemas from streams + record_schemas = [] + for stream in streams: + if isinstance(stream, dict): + stream_dest = stream.get("destination", {}) + if stream_dest.get("record_schema"): + record_schema_config = { + "destination_id": stream_dest.get("table_id"), + "record_schema": stream_dest.get("record_schema"), + "clustering_keys": stream_dest.get("clustering_keys"), + } + record_schemas.append(record_schema_config) + + # Inject into destination config + if record_schemas: + destination_config["record_schemas"] = record_schemas + + return data + class SyncMetadata(BaseModel): """Model which stores general metadata around a sync. diff --git a/bizon/connectors/destinations/bigquery/src/config.py b/bizon/connectors/destinations/bigquery/src/config.py index ec4844d..e197496 100644 --- a/bizon/connectors/destinations/bigquery/src/config.py +++ b/bizon/connectors/destinations/bigquery/src/config.py @@ -98,7 +98,6 @@ class BigQueryRecordSchemaConfig(BaseModel): class BigQueryConfigDetails(AbstractDestinationDetailsConfig): - # Table details project_id: str = Field(..., description="BigQuery Project ID") dataset_id: str = Field(..., description="BigQuery Dataset ID") diff --git a/bizon/connectors/destinations/bigquery/src/destination.py b/bizon/connectors/destinations/bigquery/src/destination.py index de411f5..5499338 100644 --- a/bizon/connectors/destinations/bigquery/src/destination.py +++ b/bizon/connectors/destinations/bigquery/src/destination.py @@ -22,7 +22,6 @@ class BigQueryDestination(AbstractDestination): - def __init__( self, sync_metadata: SyncMetadata, @@ -56,7 +55,6 @@ def table_id(self) -> str: @property def temp_table_id(self) -> str: - if self.sync_metadata.sync_mode == SourceSyncModes.FULL_REFRESH: return f"{self.table_id}_temp" @@ -67,7 +65,6 @@ def temp_table_id(self) -> str: return f"{self.table_id}" def get_bigquery_schema(self, df_destination_records: pl.DataFrame) -> List[bigquery.SchemaField]: - # Case we unnest the data if self.config.unnest: return [ @@ -113,9 +110,7 @@ def cleanup(self, gcs_file: str): # https://cloud.google.com/python/docs/reference/bigquery/latest/google.cloud.bigquery.dbapi.DataError def convert_and_upload_to_buffer(self, df_destination_records: pl.DataFrame) -> str: - if self.buffer_format == "parquet": - # Upload the Parquet file to GCS file_name = f"{self.sync_metadata.source_name}/{self.sync_metadata.stream_name}/{str(uuid4())}.parquet" @@ -153,7 +148,6 @@ def unnest_data(df_destination_records: pl.DataFrame, record_schema: list[BigQue ) def load_to_bigquery(self, gcs_file: str, df_destination_records: pl.DataFrame): - # We always partition by the loaded_at field time_partitioning = TimePartitioning(field="_bizon_loaded_at", type_=self.config.time_partitioning) @@ -171,7 +165,6 @@ def load_to_bigquery(self, gcs_file: str, df_destination_records: pl.DataFrame): assert result.state == "DONE", f"Job failed with state {result.state} with error {result.error_result}" def write_records(self, df_destination_records: pl.DataFrame) -> Tuple[bool, str]: - # Rename fields to match BigQuery schema df_destination_records = df_destination_records.rename( { @@ -201,7 +194,17 @@ def write_records(self, df_destination_records: pl.DataFrame) -> Tuple[bool, str def finalize(self): if self.sync_metadata.sync_mode == SourceSyncModes.FULL_REFRESH: logger.info(f"Loading temp table {self.temp_table_id} data into {self.table_id} ...") - self.bq_client.query(f"CREATE OR REPLACE TABLE {self.table_id} AS SELECT * FROM {self.temp_table_id}") + query = f"CREATE OR REPLACE TABLE {self.table_id} AS SELECT * FROM {self.temp_table_id}" + result = self.bq_client.query(query) + bq_result = result.result() # Waits for the job to completew + logger.info(f"BigQuery CREATE OR REPLACE query result: {bq_result}") + # Check if the destination table exists by fetching it; raise if it doesn't exist + try: + self.bq_client.get_table(self.table_id) + except NotFound: + logger.error(f"Table {self.table_id} not found") + raise Exception(f"Table {self.table_id} not found") + # Cleanup logger.info(f"Deleting temp table {self.temp_table_id} ...") self.bq_client.delete_table(self.temp_table_id, not_found_ok=True) return True diff --git a/bizon/connectors/destinations/bigquery_streaming/config/bigquery_streaming.example.yml b/bizon/connectors/destinations/bigquery_streaming/config/bigquery_streaming.example.yml new file mode 100644 index 0000000..294469f --- /dev/null +++ b/bizon/connectors/destinations/bigquery_streaming/config/bigquery_streaming.example.yml @@ -0,0 +1,74 @@ +# BigQuery Streaming Destination Configuration +# Uses the BigQuery Storage Write API for low-latency inserts +# +# Use this destination when: +# - You need near real-time data loading +# - Low latency is more important than cost optimization +# - Working with streaming/continuous data sources +# +# Requirements: +# - Service account with bigquery.dataEditor role +# - Dataset must already exist + +name: source_to_bigquery_streaming + +source: + name: + stream: + authentication: + type: api_key + params: + token: + +destination: + name: bigquery_streaming + config: + # GCP Project ID + project_id: + + # BigQuery dataset (must exist) + dataset_id: + + # Dataset location (US, EU, etc.) + dataset_location: US + + # Time partitioning (optional) + time_partitioning: + type: DAY # Options: DAY, HOUR, MONTH, YEAR + field: _bizon_loaded_at + + # Max rows per streaming request (max 10000) + bq_max_rows_per_request: 5000 + + # Buffer settings + buffer_size: 50 # MB before flushing + buffer_flush_timeout: 300 # Seconds before forcing flush + + # Authentication (optional - uses ADC if not provided) + # authentication: + # service_account_key: | + # { + # "type": "service_account", + # "project_id": "", + # ... + # } + + # Schema definition for unnesting (optional) + # Required if unnest: true + # unnest: true + # record_schemas: + # - destination_id: my_table + # record_schema: + # - name: id + # type: STRING + # mode: REQUIRED + # - name: created_at + # type: TIMESTAMP + # mode: NULLABLE + +engine: + backend: + type: bigquery + database: + schema: bizon_state + syncCursorInDBEvery: 10 diff --git a/bizon/connectors/destinations/bigquery_streaming/src/destination.py b/bizon/connectors/destinations/bigquery_streaming/src/destination.py index 959e8a6..8dc05e4 100644 --- a/bizon/connectors/destinations/bigquery_streaming/src/destination.py +++ b/bizon/connectors/destinations/bigquery_streaming/src/destination.py @@ -43,7 +43,6 @@ class BigQueryStreamingDestination(AbstractDestination): - # Add constants for limits MAX_REQUEST_SIZE_BYTES = 5 * 1024 * 1024 # 5 MB (max is 10MB) MAX_ROW_SIZE_BYTES = 0.9 * 1024 * 1024 # 1 MB @@ -78,7 +77,6 @@ def table_id(self) -> str: return self.destination_id or f"{self.project_id}.{self.dataset_id}.{tabled_id}" def get_bigquery_schema(self) -> List[bigquery.SchemaField]: - if self.config.unnest: if len(list(self.record_schemas.keys())) == 1: self.destination_id = list(self.record_schemas.keys())[0] @@ -169,7 +167,6 @@ def safe_cast_record_values(self, row: dict): Safe cast record values to the correct type for BigQuery. """ for col in self.record_schemas[self.destination_id]: - # Handle dicts as strings if col.type in [BigQueryColumnType.STRING, BigQueryColumnType.JSON]: if isinstance(row[col.name], dict) or isinstance(row[col.name], list): @@ -355,7 +352,9 @@ def batch(self, iterable): len(current_batch) >= self.bq_max_rows_per_request or current_batch_size + item_size > self.MAX_REQUEST_SIZE_BYTES ): - logger.debug(f"Yielding batch of {len(current_batch)} rows, size: {current_batch_size/1024/1024:.2f}MB") + logger.debug( + f"Yielding batch of {len(current_batch)} rows, size: {current_batch_size / 1024 / 1024:.2f}MB" + ) yield {"stream_batch": current_batch, "json_batch": large_rows} current_batch = [] current_batch_size = 0 @@ -371,7 +370,7 @@ def batch(self, iterable): # Yield the last batch if current_batch: logger.debug( - f"Yielding streaming batch of {len(current_batch)} rows, size: {current_batch_size/1024/1024:.2f}MB" + f"Yielding streaming batch of {len(current_batch)} rows, size: {current_batch_size / 1024 / 1024:.2f}MB" ) logger.debug(f"Yielding large rows batch of {len(large_rows)} rows") yield {"stream_batch": current_batch, "json_batch": large_rows} diff --git a/bizon/connectors/destinations/bigquery_streaming_v2/config/bigquery_streaming_v2.example.yml b/bizon/connectors/destinations/bigquery_streaming_v2/config/bigquery_streaming_v2.example.yml new file mode 100644 index 0000000..bf36071 --- /dev/null +++ b/bizon/connectors/destinations/bigquery_streaming_v2/config/bigquery_streaming_v2.example.yml @@ -0,0 +1,79 @@ +# BigQuery Streaming V2 Destination Configuration +# Uses the BigQuery Storage Write API (v2) for improved streaming performance +# +# Use this destination when: +# - You need the latest BigQuery streaming features +# - Working with high-volume streaming data +# - Require better error handling and retry logic +# +# Differences from v1: +# - Improved batching and retry logic +# - Better handling of schema evolution +# - Enhanced error reporting +# +# Requirements: +# - Service account with bigquery.dataEditor role +# - Dataset must already exist + +name: source_to_bigquery_streaming_v2 + +source: + name: + stream: + authentication: + type: api_key + params: + token: + +destination: + name: bigquery_streaming_v2 + config: + # GCP Project ID + project_id: + + # BigQuery dataset (must exist) + dataset_id: + + # Dataset location (US, EU, etc.) + dataset_location: US + + # Time partitioning (optional) + time_partitioning: + type: DAY # Options: DAY, HOUR, MONTH, YEAR + field: _bizon_loaded_at + + # Max rows per streaming request (max 10000) + bq_max_rows_per_request: 5000 + + # Buffer settings + buffer_size: 50 # MB before flushing + buffer_flush_timeout: 300 # Seconds before forcing flush + + # Authentication (optional - uses ADC if not provided) + # authentication: + # service_account_key: | + # { + # "type": "service_account", + # "project_id": "", + # ... + # } + + # Schema definition for unnesting (optional) + # Required if unnest: true + # unnest: true + # record_schemas: + # - destination_id: my_table + # record_schema: + # - name: id + # type: STRING + # mode: REQUIRED + # - name: created_at + # type: TIMESTAMP + # mode: NULLABLE + +engine: + backend: + type: bigquery + database: + schema: bizon_state + syncCursorInDBEvery: 10 diff --git a/bizon/connectors/destinations/bigquery_streaming_v2/src/destination.py b/bizon/connectors/destinations/bigquery_streaming_v2/src/destination.py index 99b834b..5e1ca19 100644 --- a/bizon/connectors/destinations/bigquery_streaming_v2/src/destination.py +++ b/bizon/connectors/destinations/bigquery_streaming_v2/src/destination.py @@ -46,7 +46,6 @@ class BigQueryStreamingV2Destination(AbstractDestination): - # Add constants for limits MAX_REQUEST_SIZE_BYTES = 9.5 * 1024 * 1024 # 9.5 MB (max is 10MB) MAX_ROW_SIZE_BYTES = 8 * 1024 * 1024 # 8 MB (max is 10MB) @@ -83,7 +82,6 @@ def table_id(self) -> str: return self.destination_id or f"{self.project_id}.{self.dataset_id}.{tabled_id}" def get_bigquery_schema(self) -> List[bigquery.SchemaField]: - if self.config.unnest: if len(list(self.record_schemas.keys())) == 1: self.destination_id = list(self.record_schemas.keys())[0] @@ -172,7 +170,6 @@ def safe_cast_record_values(self, row: dict): Safe cast record values to the correct type for BigQuery. """ for col in self.record_schemas[self.destination_id]: - # Handle dicts as strings if col.type in ["STRING", "JSON"]: if isinstance(row[col.name], dict) or isinstance(row[col.name], list): @@ -295,7 +292,6 @@ def process_streaming_batch( raise def load_to_bigquery_via_streaming(self, df_destination_records: pl.DataFrame) -> str: - # Create table if it does not exist schema = self.get_bigquery_schema() table = bigquery.Table(self.table_id, schema=schema) @@ -423,7 +419,9 @@ def batch(self, iterable): len(current_batch) >= self.bq_max_rows_per_request or current_batch_size + item_size > self.MAX_REQUEST_SIZE_BYTES ): - logger.debug(f"Yielding batch of {len(current_batch)} rows, size: {current_batch_size/1024/1024:.2f}MB") + logger.debug( + f"Yielding batch of {len(current_batch)} rows, size: {current_batch_size / 1024 / 1024:.2f}MB" + ) yield {"stream_batch": current_batch, "json_batch": large_rows} current_batch = [] current_batch_size = 0 @@ -439,7 +437,7 @@ def batch(self, iterable): # Yield the last batch if current_batch: logger.info( - f"Yielding streaming batch of {len(current_batch)} rows, size: {current_batch_size/1024/1024:.2f}MB" + f"Yielding streaming batch of {len(current_batch)} rows, size: {current_batch_size / 1024 / 1024:.2f}MB" ) if large_rows: logger.warning(f"Yielding large rows batch of {len(large_rows)} rows") diff --git a/bizon/connectors/destinations/file/config/file.example.yml b/bizon/connectors/destinations/file/config/file.example.yml new file mode 100644 index 0000000..79729f2 --- /dev/null +++ b/bizon/connectors/destinations/file/config/file.example.yml @@ -0,0 +1,40 @@ +# File Destination Configuration +# Writes records to a local JSON file (NDJSON format) +# +# Use this destination when: +# - Exporting data for local analysis +# - Creating data backups +# - Debugging or inspecting extracted data +# - Testing before loading to cloud destinations + +name: source_to_file + +source: + name: + stream: + authentication: + type: api_key + params: + token: + +destination: + name: file + config: + # File path for output (relative or absolute) + # The destination_id will be used as the filename + destination_id: output.jsonl + + # Output format (currently only json/ndjson supported) + format: json + + # Buffer settings (optional) + # buffer_size: 50 # MB before flushing to file + # buffer_flush_timeout: 600 # Seconds before forcing flush + +# Optional: Use in-memory backend for testing +engine: + backend: + type: sqlite_in_memory + config: + database: not_used + schema: not_used diff --git a/bizon/connectors/destinations/file/src/config.py b/bizon/connectors/destinations/file/src/config.py index 74fca81..2ac1fe5 100644 --- a/bizon/connectors/destinations/file/src/config.py +++ b/bizon/connectors/destinations/file/src/config.py @@ -1,5 +1,5 @@ from enum import Enum -from typing import Literal, Optional +from typing import Literal from pydantic import Field diff --git a/bizon/connectors/destinations/file/src/destination.py b/bizon/connectors/destinations/file/src/destination.py index 9eacc88..5af4e95 100644 --- a/bizon/connectors/destinations/file/src/destination.py +++ b/bizon/connectors/destinations/file/src/destination.py @@ -13,7 +13,6 @@ class FileDestination(AbstractDestination): - def __init__( self, sync_metadata: SyncMetadata, @@ -32,15 +31,11 @@ def delete_table(self) -> bool: return True def write_records(self, df_destination_records: pl.DataFrame) -> Tuple[bool, str]: - if self.config.unnest: - schema_keys = set([column.name for column in self.record_schemas[self.destination_id]]) with open(f"{self.destination_id}.json", "a") as f: - for value in [orjson.loads(data) for data in df_destination_records["source_data"].to_list()]: - assert set(value.keys()) == schema_keys, "Keys do not match the schema" # Unnest the source_data column diff --git a/bizon/connectors/destinations/logger/config/logger.example.yml b/bizon/connectors/destinations/logger/config/logger.example.yml new file mode 100644 index 0000000..076f6dc --- /dev/null +++ b/bizon/connectors/destinations/logger/config/logger.example.yml @@ -0,0 +1,30 @@ +# Logger Destination Configuration +# Prints records to console - useful for testing and debugging +# +# Use this destination when: +# - Testing a new source connector +# - Debugging data extraction issues +# - Verifying record structure before loading to production + +name: source_to_logger + +source: + name: + stream: + authentication: + type: api_key + params: + token: + +destination: + name: logger + config: + dummy: bizon # Required placeholder field + +# Optional: Use in-memory backend for testing (no persistence) +engine: + backend: + type: sqlite_in_memory + config: + database: not_used + schema: not_used diff --git a/bizon/connectors/destinations/logger/src/config.py b/bizon/connectors/destinations/logger/src/config.py index 988ce67..fd2a95c 100644 --- a/bizon/connectors/destinations/logger/src/config.py +++ b/bizon/connectors/destinations/logger/src/config.py @@ -1,7 +1,5 @@ from typing import Literal, Optional -from pydantic import BaseModel - from bizon.destination.config import ( AbstractDestinationConfig, AbstractDestinationDetailsConfig, diff --git a/bizon/connectors/destinations/logger/src/destination.py b/bizon/connectors/destinations/logger/src/destination.py index 039a5e7..9f63123 100644 --- a/bizon/connectors/destinations/logger/src/destination.py +++ b/bizon/connectors/destinations/logger/src/destination.py @@ -1,4 +1,4 @@ -from typing import List, Tuple +from typing import Tuple import polars as pl from loguru import logger @@ -13,7 +13,6 @@ class LoggerDestination(AbstractDestination): - def __init__( self, sync_metadata: SyncMetadata, diff --git a/bizon/connectors/sources/cycle/src/source.py b/bizon/connectors/sources/cycle/src/source.py index 922a4cd..f728b99 100644 --- a/bizon/connectors/sources/cycle/src/source.py +++ b/bizon/connectors/sources/cycle/src/source.py @@ -60,9 +60,7 @@ def _get_pagination_str(self, pagination: dict) -> str: cursor: "PAGINATION_CURSOR" direction: AFTER } - """.replace( - "PAGINATION_CURSOR", pagination.get("endCursor") - ) + """.replace("PAGINATION_CURSOR", pagination.get("endCursor")) return pagination_str @@ -99,9 +97,7 @@ def get_customers(self, pagination: dict) -> SourceIteration: } } } - """.replace( - "PAGINATION_STRING", pagination_str - ) + """.replace("PAGINATION_STRING", pagination_str) variables = {"slug": self.config.slug} diff --git a/bizon/connectors/sources/dummy/src/source.py b/bizon/connectors/sources/dummy/src/source.py index 9e177b8..87b90f7 100644 --- a/bizon/connectors/sources/dummy/src/source.py +++ b/bizon/connectors/sources/dummy/src/source.py @@ -1,4 +1,3 @@ -import random from typing import List, Literal, Tuple, Union from pydantic import Field @@ -28,7 +27,6 @@ class DummySourceConfig(SourceConfig): class DummySource(AbstractSource): - def __init__(self, config: DummySourceConfig): super().__init__(config) self.config = config @@ -46,7 +44,6 @@ def url_entity(self) -> str: return f"https://api.dummy.com/v1/{self.config.stream}" def get_authenticator(self) -> AuthBase: - if self.config.authentication.type == AuthType.OAUTH: return AuthBuilder.oauth2( params=Oauth2AuthParams( @@ -69,7 +66,6 @@ def get_total_records_count(self) -> int | None: return 5 def get(self, pagination: dict = None) -> SourceIteration: - response: dict = None # If no pagination data is passed, we want to reach first page diff --git a/bizon/connectors/sources/gsheets/src/source.py b/bizon/connectors/sources/gsheets/src/source.py index 2ff3d6e..afd84ad 100644 --- a/bizon/connectors/sources/gsheets/src/source.py +++ b/bizon/connectors/sources/gsheets/src/source.py @@ -1,6 +1,7 @@ import json import re -from typing import Any, Counter, List, Tuple, Type +from collections import Counter +from typing import Any, List, Tuple from uuid import uuid4 import google.auth @@ -34,7 +35,6 @@ class GsheetsSourceConfig(SourceConfig): class GsheetsSource(AbstractSource): - def __init__(self, config: GsheetsSourceConfig): super().__init__(config) self.config: GsheetsSourceConfig = config @@ -49,7 +49,6 @@ def get_config_class() -> SourceConfig: return GsheetsSourceConfig def get_gspread_client(self) -> gspread.client.Client: - if self.config.service_account_key: # use creds to create a client to interact with the Google Drive API credentials_dict = json.loads(self.config.service_account_key) diff --git a/bizon/connectors/sources/hubspot/src/hubspot_base.py b/bizon/connectors/sources/hubspot/src/hubspot_base.py index 7986676..5eb99e1 100644 --- a/bizon/connectors/sources/hubspot/src/hubspot_base.py +++ b/bizon/connectors/sources/hubspot/src/hubspot_base.py @@ -19,7 +19,6 @@ class HubSpotBaseSource(AbstractSource, ABC): - def get_session(self) -> Session: """Apply custom strategy for HubSpot""" session = Session() diff --git a/bizon/connectors/sources/hubspot/src/hubspot_objects.py b/bizon/connectors/sources/hubspot/src/hubspot_objects.py index 3a0ebc0..a3add24 100644 --- a/bizon/connectors/sources/hubspot/src/hubspot_objects.py +++ b/bizon/connectors/sources/hubspot/src/hubspot_objects.py @@ -1,6 +1,7 @@ import json +from collections.abc import Generator from enum import Enum -from typing import Any, Generator, List, Optional +from typing import List, Optional from loguru import logger from pydantic import BaseModel, Field @@ -31,7 +32,6 @@ class HubSpotSourceConfig(SourceConfig): class HubSpotObjectsSource(HubSpotBaseSource): - api_version = "v3" object_path = f"crm/{api_version}/objects" @@ -75,7 +75,6 @@ def _request_api( payload: Optional[dict] = None, headers=None, ) -> Generator[dict, None, None]: - # Call HubSpot API response = self.session.call( method=method, @@ -164,7 +163,7 @@ def get_total_records_count(self) -> Optional[int]: payload={"filterGroups": [{"filters": [{"operator": "HAS_PROPERTY", "propertyName": "hs_object_id"}]}]}, ) total = search_response["total"] - logger.info(f"Number of {self.object} in HubSpot: {'{:,}'.format(total).replace(',', ' ')}") + logger.info(f"Number of {self.object} in HubSpot: {f'{total:,}'.replace(',', ' ')}") return total def list_properties(self) -> AllObjectProperties: diff --git a/bizon/connectors/sources/hubspot/src/models/hs_object.py b/bizon/connectors/sources/hubspot/src/models/hs_object.py index 243cd3d..0cc8573 100644 --- a/bizon/connectors/sources/hubspot/src/models/hs_object.py +++ b/bizon/connectors/sources/hubspot/src/models/hs_object.py @@ -40,7 +40,6 @@ def from_raw_obj_response( cls, raw_obj: dict, ): - properties = {} for property_name, property_value in raw_obj.get("properties", {}).items(): diff --git a/bizon/connectors/sources/kafka/config/kafka_streams.example.yml b/bizon/connectors/sources/kafka/config/kafka_streams.example.yml new file mode 100644 index 0000000..c1f3c9d --- /dev/null +++ b/bizon/connectors/sources/kafka/config/kafka_streams.example.yml @@ -0,0 +1,124 @@ +# Example: Kafka source with streams configuration +# This demonstrates the unified streams config that consolidates +# topic-to-destination mapping with schema definitions. + +name: kafka_streams_example + +source: + name: kafka + stream: topic + sync_mode: stream + # No topics needed - they are automatically extracted from streams config + nb_bytes_schema_id: 4 + timestamp_ms_name: ts_ms + batch_size: 100 + consumer_timeout: 30 + bootstrap_servers: your-kafka-broker:9092 + group_id: your-consumer-group + authentication: + type: basic + schema_registry_url: https://your-schema-registry:8081 + params: + username: your-kafka-username + password: your-kafka-password + +destination: + name: bigquery_streaming_v2 + config: + dataset_id: your_dataset + dataset_location: US + project_id: your-gcp-project + unnest: true + time_partitioning: + type: DAY + field: __inserted_at + +# Streams configuration - consolidates topic -> table -> schema mapping +# Each stream defines: +# - source: where to read from (topic for Kafka) +# - destination: where to write (table_id + schema) +streams: + - name: "users" + source: + topic: "cdc.public.users" + destination: + table_id: "your-gcp-project.your_dataset.users" + clustering_keys: + - "id" + record_schema: + - name: "id" + type: "INTEGER" + mode: "REQUIRED" + - name: "email" + type: "STRING" + mode: "NULLABLE" + - name: "payload" + type: "JSON" + mode: "NULLABLE" + - name: "__operation" + type: "STRING" + mode: "NULLABLE" + - name: "__deleted" + type: "BOOLEAN" + mode: "NULLABLE" + - name: "__kafka_partition" + type: "INTEGER" + mode: "NULLABLE" + - name: "__kafka_offset" + type: "INTEGER" + mode: "NULLABLE" + - name: "__kafka_topic" + type: "STRING" + mode: "NULLABLE" + - name: "__event_timestamp" + type: "TIMESTAMP" + mode: "NULLABLE" + - name: "__inserted_at" + type: "TIMESTAMP" + mode: "NULLABLE" + default_value_expression: "CURRENT_TIMESTAMP()" + + - name: "orders" + source: + topic: "cdc.public.orders" + destination: + table_id: "your-gcp-project.your_dataset.orders" + clustering_keys: + - "id" + - "user_id" + record_schema: + - name: "id" + type: "INTEGER" + mode: "REQUIRED" + - name: "user_id" + type: "INTEGER" + mode: "REQUIRED" + - name: "payload" + type: "JSON" + mode: "NULLABLE" + - name: "__operation" + type: "STRING" + mode: "NULLABLE" + - name: "__deleted" + type: "BOOLEAN" + mode: "NULLABLE" + - name: "__kafka_partition" + type: "INTEGER" + mode: "NULLABLE" + - name: "__kafka_offset" + type: "INTEGER" + mode: "NULLABLE" + - name: "__kafka_topic" + type: "STRING" + mode: "NULLABLE" + - name: "__event_timestamp" + type: "TIMESTAMP" + mode: "NULLABLE" + - name: "__inserted_at" + type: "TIMESTAMP" + mode: "NULLABLE" + default_value_expression: "CURRENT_TIMESTAMP()" + +engine: + runner: + type: stream # Required when using streams config diff --git a/bizon/connectors/sources/kafka/src/config.py b/bizon/connectors/sources/kafka/src/config.py index aac4080..2691c95 100644 --- a/bizon/connectors/sources/kafka/src/config.py +++ b/bizon/connectors/sources/kafka/src/config.py @@ -1,5 +1,6 @@ +from collections.abc import Mapping from enum import Enum -from typing import Any, List, Literal, Mapping +from typing import Any, List, Literal, Optional from pydantic import BaseModel, Field @@ -17,7 +18,6 @@ class MessageEncoding(str, Enum): class KafkaAuthConfig(AuthConfig): - type: Literal[AuthType.BASIC] = AuthType.BASIC # username and password authentication # Schema registry authentication @@ -45,9 +45,11 @@ class TopicConfig(BaseModel): class KafkaSourceConfig(SourceConfig): - - # Mandatory Kafka configuration - topics: List[TopicConfig] = Field(..., description="Kafka topic, comma separated") + # Kafka configuration + topics: Optional[List[TopicConfig]] = Field( + default=[], + description="Kafka topics. Can be empty if using streams configuration to define topics.", + ) bootstrap_servers: str = Field(..., description="Kafka bootstrap servers") group_id: str = Field(default="bizon", description="Kafka group id") diff --git a/bizon/connectors/sources/kafka/src/decode.py b/bizon/connectors/sources/kafka/src/decode.py index 9e027d3..57d702b 100644 --- a/bizon/connectors/sources/kafka/src/decode.py +++ b/bizon/connectors/sources/kafka/src/decode.py @@ -1,6 +1,6 @@ import io import struct -from functools import lru_cache +from functools import cache from typing import Tuple, Union import fastavro @@ -20,7 +20,7 @@ def __hash__(self): return hash(frozenset(self.items())) -@lru_cache(maxsize=None) +@cache def parse_global_id_from_serialized_message(message: bytes) -> Tuple[int, int]: """ Parse the global id from the serialized message. diff --git a/bizon/connectors/sources/kafka/src/source.py b/bizon/connectors/sources/kafka/src/source.py index 5412537..543b7a3 100644 --- a/bizon/connectors/sources/kafka/src/source.py +++ b/bizon/connectors/sources/kafka/src/source.py @@ -1,7 +1,8 @@ import traceback +from collections.abc import Mapping from datetime import datetime -from functools import lru_cache -from typing import Any, List, Mapping, Tuple +from functools import cache +from typing import Any, List, Tuple import orjson from avro.schema import Schema, parse @@ -69,12 +70,15 @@ def on_error(err: KafkaError): class KafkaSource(AbstractSource): - def __init__(self, config: KafkaSourceConfig): super().__init__(config) self.config: KafkaSourceConfig = config + # Ensure topics is always a list (not None) + if self.config.topics is None: + self.config.topics = [] + # Kafka consumer configuration. if self.config.authentication.type == AuthType.BASIC: self.config.consumer_config["sasl.mechanisms"] = "PLAIN" @@ -94,6 +98,49 @@ def __init__(self, config: KafkaSourceConfig): # Map topic_name to destination_id self.topic_map = {topic.name: topic.destination_id for topic in self.config.topics} + def set_streams_config(self, streams: list) -> None: + """Configure Kafka topics from streams config. + + This method enriches self.config.topics from the streams configuration, + ensuring that subsequent source instantiations (e.g., in init_job) have + access to the topics without duplication in the YAML config. + + When a top-level 'streams' configuration is present, this method: + 1. Extracts Kafka topics from streams (topic field) + 2. Builds TopicConfig objects with destination_id from streams + 3. Populates self.config.topics if empty (modifies bizon_config.source in-place) + 4. Updates topic_map for record routing + + Args: + streams: List of StreamConfig objects from BizonConfig.streams + """ + from .config import TopicConfig + + # Extract topics from streams + topics_from_streams = [] + streams_map = {} + + for stream in streams: + if hasattr(stream.source, "topic") and stream.source.topic: + topic_name = stream.source.topic + streams_map[topic_name] = stream + + # Build TopicConfig from stream + topic_config = TopicConfig(name=topic_name, destination_id=stream.destination.table_id) + topics_from_streams.append(topic_config) + + # Populate self.config.topics from streams (modifies bizon_config.source in-place) + # This ensures check_connection() and subsequent source instantiations have topics + if not self.config.topics and topics_from_streams: + self.config.topics = topics_from_streams + logger.info(f"Kafka: Populated {len(topics_from_streams)} topics from streams config") + for topic_config in topics_from_streams: + logger.info(f" - Topic: {topic_config.name} -> {topic_config.destination_id}") + + # Update topic_map with destination table_ids from streams + for topic, stream_config in streams_map.items(): + self.topic_map[topic] = stream_config.destination.table_id + @staticmethod def streams() -> List[str]: return ["topic"] @@ -114,6 +161,15 @@ def get_source_callback_instance(self) -> AbstractSourceCallback: def check_connection(self) -> Tuple[bool | Any | None]: """Check the connection to the Kafka source""" + # Validate that topics have been configured + if not self.config.topics: + error_msg = ( + "No topics configured. Either provide topics in source config or use streams configuration. " + "If using streams config, ensure set_streams_config() is called before check_connection()." + ) + logger.error(error_msg) + return False, error_msg + try: # Use a short timeout to avoid hanging on connection issues cluster_metadata = self.consumer.list_topics(timeout=self.config.consumer_timeout) @@ -173,7 +229,7 @@ def get_total_records_count(self) -> int | None: total_records += self.get_offset_partitions(topic).total_offset return total_records - @lru_cache(maxsize=None) + @cache def get_schema_from_registry(self, global_id: int) -> Tuple[Hashabledict, Schema]: """Get the schema from the registry, return a hashable dict and an avro schema object""" @@ -220,10 +276,8 @@ def decode_avro(self, message: Message) -> Tuple[dict, dict]: hashable_dict_schema, avro_schema = self.get_schema_from_registry(global_id=global_id) except SchemaNotFound as e: logger.error( - ( - f"Message on topic {message.topic()} partition {message.partition()} at offset {message.offset()} has a SchemaID of {global_id} which is not found in Registry." - f"message value: {message.value()}." - ) + f"Message on topic {message.topic()} partition {message.partition()} at offset {message.offset()} has a SchemaID of {global_id} which is not found in Registry." + f"message value: {message.value()}." ) logger.error(traceback.format_exc()) raise e @@ -261,7 +315,6 @@ def parse_encoded_messages(self, encoded_messages: list) -> List[SourceRecord]: records = [] for message in encoded_messages: - MESSAGE_LOG_METADATA = ( f"Message for topic {message.topic()} partition {message.partition()} and offset {message.offset()}" ) @@ -270,13 +323,11 @@ def parse_encoded_messages(self, encoded_messages: list) -> List[SourceRecord]: # If the message is too large, we skip it and update the offset if message.error().code() == KafkaError.MSG_SIZE_TOO_LARGE: logger.error( - ( - f"{MESSAGE_LOG_METADATA} is too large. " - "Raised MSG_SIZE_TOO_LARGE, if manually setting the offset, the message might not exist. Double-check in Confluent Cloud." - ) + f"{MESSAGE_LOG_METADATA} is too large. " + "Raised MSG_SIZE_TOO_LARGE, if manually setting the offset, the message might not exist. Double-check in Confluent Cloud." ) - logger.error((f"{MESSAGE_LOG_METADATA}: " f"{message.error()}")) + logger.error(f"{MESSAGE_LOG_METADATA}: {message.error()}") raise KafkaException(message.error()) # We skip tombstone messages @@ -304,7 +355,6 @@ def parse_encoded_messages(self, encoded_messages: list) -> List[SourceRecord]: # Decode the message try: - decoded_message, hashable_dict_schema = self.decode(message) data = { @@ -331,10 +381,8 @@ def parse_encoded_messages(self, encoded_messages: list) -> List[SourceRecord]: except Exception as e: logger.error( - ( - f"{MESSAGE_LOG_METADATA}: Error while decoding message: {e} " - f"with value: {message.value()} and key: {message.key()}" - ) + f"{MESSAGE_LOG_METADATA}: Error while decoding message: {e} " + f"with value: {message.value()} and key: {message.key()}" ) # Try to parse error message from the message value diff --git a/bizon/connectors/sources/notion/config/api_key.example.yml b/bizon/connectors/sources/notion/config/api_key.example.yml new file mode 100644 index 0000000..18c5e41 --- /dev/null +++ b/bizon/connectors/sources/notion/config/api_key.example.yml @@ -0,0 +1,35 @@ +# Notion Source Configuration +# This example shows how to configure the Notion source connector + +source: + name: notion + stream: pages # Options: databases, data_sources, pages, blocks, users + authentication: + type: api_key + params: + token: secret_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx # Your Notion integration token + + # List of database IDs to fetch data from + # Find the ID in the database URL: notion.so/{workspace}/{database_id}?v=... + database_ids: + - "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx" + - "yyyyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy" + + # List of specific page IDs to fetch (optional) + # Find the ID in the page URL: notion.so/{page_id} + page_ids: + - "zzzzzzzz-zzzz-zzzz-zzzz-zzzzzzzzzzzz" + + # Whether to fetch nested blocks recursively (default: true) + # Only applies to blocks stream + fetch_blocks_recursively: true + + # Number of results per API call (1-100, default: 100) + page_size: 100 + +destination: + name: bigquery + config: + project_id: my-project + dataset_id: notion_data + # ... other destination config diff --git a/bizon/connectors/sources/notion/src/__init__.py b/bizon/connectors/sources/notion/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/bizon/connectors/sources/notion/src/config.py b/bizon/connectors/sources/notion/src/config.py new file mode 100644 index 0000000..c2cee40 --- /dev/null +++ b/bizon/connectors/sources/notion/src/config.py @@ -0,0 +1,59 @@ +from enum import Enum +from typing import Any, Dict, List + +from pydantic import Field + +from bizon.source.config import SourceConfig + + +class NotionStreams(str, Enum): + DATABASES = "databases" + DATA_SOURCES = "data_sources" + PAGES = "pages" + BLOCKS = "blocks" + BLOCKS_MARKDOWN = "blocks_markdown" + USERS = "users" + # Streams that fetch all accessible content (no database_ids/page_ids required) + ALL_PAGES = "all_pages" + ALL_DATABASES = "all_databases" + ALL_DATA_SOURCES = "all_data_sources" + ALL_BLOCKS_MARKDOWN = "all_blocks_markdown" + + +class NotionSourceConfig(SourceConfig): + stream: NotionStreams + + database_ids: List[str] = Field( + default_factory=list, + description="List of Notion database IDs to fetch. Required for databases, data_sources, pages, and blocks streams.", + ) + page_ids: List[str] = Field( + default_factory=list, + description="List of Notion page IDs to fetch. Used for pages and blocks streams.", + ) + fetch_blocks_recursively: bool = Field( + default=True, + description="Whether to fetch nested blocks recursively. Only applies to blocks stream.", + ) + max_recursion_depth: int = Field( + default=5, + ge=1, + le=100, + description="Maximum nesting depth for recursive block fetching. Prevents infinite loops.", + ) + page_size: int = Field( + default=100, + ge=1, + le=100, + description="Number of results per page (max 100)", + ) + max_workers: int = Field( + default=3, + ge=1, + le=10, + description="Number of concurrent workers for fetching blocks. Keep low to respect rate limits.", + ) + database_filters: Dict[str, Any] = Field( + default_factory=dict, + description="Map of database_id -> Notion filter object. Filters are passed directly to Notion API.", + ) diff --git a/bizon/connectors/sources/notion/src/source.py b/bizon/connectors/sources/notion/src/source.py new file mode 100644 index 0000000..b307062 --- /dev/null +++ b/bizon/connectors/sources/notion/src/source.py @@ -0,0 +1,1159 @@ +from concurrent.futures import ThreadPoolExecutor, as_completed +from typing import Any, List, Optional, Tuple + +from loguru import logger +from requests import Session +from requests.adapters import HTTPAdapter +from requests.auth import AuthBase +from urllib3.util.retry import Retry + +from bizon.source.auth.builder import AuthBuilder +from bizon.source.auth.config import AuthType +from bizon.source.config import SourceConfig +from bizon.source.models import SourceIteration, SourceRecord +from bizon.source.source import AbstractSource + +from .config import NotionSourceConfig, NotionStreams + +NOTION_API_VERSION = "2025-09-03" +BASE_URL = "https://api.notion.com/v1" + + +class NotionSource(AbstractSource): + def __init__(self, config: NotionSourceConfig): + super().__init__(config) + self.config: NotionSourceConfig = config + + def get_session(self) -> Session: + """Create a session with retry logic and required Notion headers.""" + session = Session() + retries = Retry( + total=10, + backoff_factor=2, # Exponential backoff: 2, 4, 8, 16, 32... seconds + status_forcelist=[429, 500, 502, 503, 504], + allowed_methods=["GET", "POST", "PATCH"], # Retry on POST/PATCH too + respect_retry_after_header=True, # Honor Notion's Retry-After header + ) + session.mount("https://", HTTPAdapter(max_retries=retries)) + session.headers.update( + { + "Notion-Version": NOTION_API_VERSION, + "Content-Type": "application/json", + } + ) + return session + + def get_authenticator(self) -> AuthBase: + if self.config.authentication.type.value in [AuthType.API_KEY, AuthType.BEARER]: + return AuthBuilder.token(params=self.config.authentication.params) + return None + + @staticmethod + def streams() -> List[str]: + return [item.value for item in NotionStreams] + + @staticmethod + def get_config_class() -> SourceConfig: + return NotionSourceConfig + + def check_connection(self) -> Tuple[bool, Optional[Any]]: + """Test connection by listing users.""" + try: + response = self.session.get(f"{BASE_URL}/users") + response.raise_for_status() + return True, None + except Exception as e: + return False, str(e) + + def get_total_records_count(self) -> Optional[int]: + return None + + # ==================== USERS STREAM ==================== + + def get_users(self, pagination: dict = None) -> SourceIteration: + """Fetch all users accessible to the integration.""" + params = {"page_size": self.config.page_size} + if pagination and pagination.get("start_cursor"): + params["start_cursor"] = pagination["start_cursor"] + + response = self.session.get(f"{BASE_URL}/users", params=params) + response.raise_for_status() + data = response.json() + + records = [SourceRecord(id=user["id"], data=user) for user in data.get("results", [])] + + next_pagination = {"start_cursor": data.get("next_cursor")} if data.get("has_more") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ==================== DATABASES STREAM ==================== + + def get_database(self, database_id: str) -> dict: + """Fetch a single database by ID.""" + response = self.session.get(f"{BASE_URL}/databases/{database_id}") + response.raise_for_status() + return response.json() + + def get_databases(self, pagination: dict = None) -> SourceIteration: + """Fetch databases for the configured database_ids.""" + if not self.config.database_ids: + logger.warning("No database_ids configured, returning empty results") + return SourceIteration(records=[], next_pagination={}) + + # Track progress through database_ids list + if pagination: + remaining_ids = pagination.get("remaining_ids", []) + else: + remaining_ids = list(self.config.database_ids) + + if not remaining_ids: + return SourceIteration(records=[], next_pagination={}) + + # Process one database at a time + database_id = remaining_ids[0] + remaining_ids = remaining_ids[1:] + + try: + database_data = self.get_database(database_id) + records = [SourceRecord(id=database_data["id"], data=database_data)] + except Exception as e: + logger.error(f"Failed to fetch database {database_id}: {e}") + records = [] + + next_pagination = {"remaining_ids": remaining_ids} if remaining_ids else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ==================== DATA SOURCES STREAM ==================== + + def get_data_sources(self, pagination: dict = None) -> SourceIteration: + """ + Fetch data sources from databases. + In the 2025-09-03 API, databases contain a data_sources array. + """ + if not self.config.database_ids: + logger.warning("No database_ids configured, returning empty results") + return SourceIteration(records=[], next_pagination={}) + + if pagination: + remaining_ids = pagination.get("remaining_ids", []) + else: + remaining_ids = list(self.config.database_ids) + + if not remaining_ids: + return SourceIteration(records=[], next_pagination={}) + + database_id = remaining_ids[0] + remaining_ids = remaining_ids[1:] + + records = [] + try: + database_data = self.get_database(database_id) + data_sources = database_data.get("data_sources", []) + + for ds in data_sources: + # Enrich data source with parent database info + ds_record = { + **ds, + "parent_database_id": database_id, + "parent_database_title": self._extract_title(database_data), + } + records.append(SourceRecord(id=ds["id"], data=ds_record)) + + except Exception as e: + logger.error(f"Failed to fetch data sources from database {database_id}: {e}") + + next_pagination = {"remaining_ids": remaining_ids} if remaining_ids else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ==================== PAGES STREAM ==================== + + def query_data_source(self, data_source_id: str, start_cursor: str = None, filter: dict = None) -> dict: + """Query a data source for its pages.""" + payload = {"page_size": self.config.page_size} + if start_cursor: + payload["start_cursor"] = start_cursor + if filter: + payload["filter"] = filter + + response = self.session.post(f"{BASE_URL}/data_sources/{data_source_id}/query", json=payload) + response.raise_for_status() + return response.json() + + def get_page(self, page_id: str) -> dict: + """Fetch a single page by ID.""" + response = self.session.get(f"{BASE_URL}/pages/{page_id}") + response.raise_for_status() + return response.json() + + def get_pages(self, pagination: dict = None) -> SourceIteration: + """ + Fetch pages from data sources (querying databases) and/or specific page IDs. + """ + records = [] + + if pagination: + # Continue previous pagination state + # remaining_data_sources is list of {"ds_id": str, "db_id": str} + remaining_data_sources = pagination.get("remaining_data_sources", []) + current_data_source = pagination.get("current_data_source") # {"ds_id": str, "db_id": str} + data_source_cursor = pagination.get("data_source_cursor") + remaining_page_ids = pagination.get("remaining_page_ids", []) + data_sources_loaded = pagination.get("data_sources_loaded", False) + else: + remaining_data_sources = [] + current_data_source = None + data_source_cursor = None + remaining_page_ids = list(self.config.page_ids) + data_sources_loaded = False + + # First, load all data sources from databases if not done + if not data_sources_loaded and self.config.database_ids: + for db_id in self.config.database_ids: + try: + db_data = self.get_database(db_id) + for ds in db_data.get("data_sources", []): + remaining_data_sources.append({"ds_id": ds["id"], "db_id": db_id}) + except Exception as e: + logger.error(f"Failed to get data sources from database {db_id}: {e}") + data_sources_loaded = True + + # Process current data source if we have one with a cursor + if current_data_source and data_source_cursor: + try: + ds_filter = self.get_filter_for_database(current_data_source["db_id"]) + result = self.query_data_source(current_data_source["ds_id"], data_source_cursor, filter=ds_filter) + for page in result.get("results", []): + records.append(SourceRecord(id=page["id"], data=page)) + + if result.get("has_more"): + return SourceIteration( + records=records, + next_pagination={ + "remaining_data_sources": remaining_data_sources, + "current_data_source": current_data_source, + "data_source_cursor": result.get("next_cursor"), + "remaining_page_ids": remaining_page_ids, + "data_sources_loaded": True, + }, + ) + except Exception as e: + logger.error(f"Failed to query data source {current_data_source['ds_id']}: {e}") + + # Process next data source + if remaining_data_sources: + ds_info = remaining_data_sources[0] + remaining_data_sources = remaining_data_sources[1:] + + try: + ds_filter = self.get_filter_for_database(ds_info["db_id"]) + result = self.query_data_source(ds_info["ds_id"], filter=ds_filter) + for page in result.get("results", []): + records.append(SourceRecord(id=page["id"], data=page)) + + if result.get("has_more"): + return SourceIteration( + records=records, + next_pagination={ + "remaining_data_sources": remaining_data_sources, + "current_data_source": ds_info, + "data_source_cursor": result.get("next_cursor"), + "remaining_page_ids": remaining_page_ids, + "data_sources_loaded": True, + }, + ) + + # If there are more data sources, continue + if remaining_data_sources: + return SourceIteration( + records=records, + next_pagination={ + "remaining_data_sources": remaining_data_sources, + "current_data_source": None, + "data_source_cursor": None, + "remaining_page_ids": remaining_page_ids, + "data_sources_loaded": True, + }, + ) + except Exception as e: + logger.error(f"Failed to query data source {ds_info['ds_id']}: {e}") + # Continue with remaining data sources + if remaining_data_sources: + return SourceIteration( + records=records, + next_pagination={ + "remaining_data_sources": remaining_data_sources, + "current_data_source": None, + "data_source_cursor": None, + "remaining_page_ids": remaining_page_ids, + "data_sources_loaded": True, + }, + ) + + # Process individual page IDs + if remaining_page_ids: + page_id = remaining_page_ids[0] + remaining_page_ids = remaining_page_ids[1:] + + try: + page_data = self.get_page(page_id) + records.append(SourceRecord(id=page_data["id"], data=page_data)) + except Exception as e: + logger.error(f"Failed to fetch page {page_id}: {e}") + + if remaining_page_ids: + return SourceIteration( + records=records, + next_pagination={ + "remaining_data_sources": [], + "current_data_source": None, + "data_source_cursor": None, + "remaining_page_ids": remaining_page_ids, + "data_sources_loaded": True, + }, + ) + + return SourceIteration(records=records, next_pagination={}) + + # ==================== BLOCKS STREAM ==================== + + def get_block_children(self, block_id: str, start_cursor: str = None) -> dict: + """Fetch children blocks of a block.""" + params = {"page_size": self.config.page_size} + if start_cursor: + params["start_cursor"] = start_cursor + + response = self.session.get(f"{BASE_URL}/blocks/{block_id}/children", params=params) + response.raise_for_status() + return response.json() + + def get_pages_from_database(self, database_id: str, apply_filter: bool = False) -> List[str]: + """Get all page IDs from a database by querying its data sources. + + Args: + database_id: The database ID to fetch pages from + apply_filter: Whether to apply database_filters config (False for inline databases) + """ + page_ids = [] + db_filter = self.get_filter_for_database(database_id) if apply_filter else None + try: + db_data = self.get_database(database_id) + if not db_data: + return page_ids + for ds in db_data.get("data_sources") or []: + cursor = None + while True: + result = self.query_data_source(ds["id"], cursor, filter=db_filter) + if not result: + break + for page in result.get("results") or []: + if page and page.get("id"): + page_ids.append(page["id"]) + if result.get("has_more"): + cursor = result.get("next_cursor") + else: + break + except Exception as e: + logger.error(f"Failed to get pages from database {database_id}: {e}") + return page_ids + + def fetch_blocks_recursively( + self, + block_id: str, + parent_input_database_id: Optional[str] = None, + parent_input_page_id: Optional[str] = None, + source_page_id: Optional[str] = None, + current_depth: int = 0, + fetch_child_databases: bool = True, + global_order_counter: Optional[List[int]] = None, + ) -> List[dict]: + """ + Fetch all blocks under a block_id recursively. + Also fetches content from child_database blocks. + + Args: + block_id: The block/page ID to fetch children from + parent_input_database_id: The original input database ID from config + parent_input_page_id: The original input page ID from config + source_page_id: The immediate page this block belongs to + current_depth: Current recursion depth (0 = top level) + fetch_child_databases: Whether to recurse into child_database blocks (disable for all_* streams) + global_order_counter: Mutable counter [int] for tracking reading order across all blocks in a page + + Returns: + Flat list of all blocks with lineage tracking fields + """ + # Initialize counter on first call + if global_order_counter is None: + global_order_counter = [0] + # Check recursion depth limit + if current_depth >= self.config.max_recursion_depth: + logger.warning( + f"Max recursion depth {self.config.max_recursion_depth} reached for block {block_id}, stopping recursion" + ) + return [] + + all_blocks = [] + cursor = None + block_order = 0 # Track position within parent + + while True: + result = self.get_block_children(block_id, cursor) + if not result: + break + + for block in result.get("results") or []: + if not block: + continue + # Add lineage tracking + block["parent_block_id"] = block_id + block["parent_input_database_id"] = parent_input_database_id + block["parent_input_page_id"] = parent_input_page_id + block["source_page_id"] = source_page_id + # Add depth and ordering + block["depth"] = current_depth + block["block_order"] = block_order + block["page_order"] = global_order_counter[0] + block_order += 1 + global_order_counter[0] += 1 + + all_blocks.append(block) + + # Handle child_database blocks - fetch their content in parallel + if ( + block.get("type") == "child_database" + and self.config.fetch_blocks_recursively + and fetch_child_databases + ): + child_db_id = block.get("id") + logger.info(f"Found inline database {child_db_id} at depth {current_depth}, fetching its content") + + try: + # Get all pages from the inline database + inline_page_ids = self.get_pages_from_database(child_db_id) + + # Fetch blocks from inline pages in parallel + # Note: parallel execution means global_order_counter won't be sequential for inline DBs + with ThreadPoolExecutor(max_workers=self.config.max_workers) as executor: + futures = { + executor.submit( + self.fetch_blocks_recursively, + block_id=inline_page_id, + parent_input_database_id=parent_input_database_id, + parent_input_page_id=parent_input_page_id, + source_page_id=inline_page_id, + current_depth=current_depth + 1, + fetch_child_databases=fetch_child_databases, + global_order_counter=global_order_counter, + ): inline_page_id + for inline_page_id in inline_page_ids + } + for future in as_completed(futures): + try: + inline_blocks = future.result() + all_blocks.extend(inline_blocks) + except Exception as e: + page_id = futures[future] + logger.error(f"Failed to fetch blocks from inline page {page_id}: {e}") + + except Exception as e: + logger.error(f"Failed to fetch content from inline database {child_db_id}: {e}") + + # Recursively fetch children if block has children + # Skip child_page and child_database - they are references, not containers with inline content + elif ( + block.get("has_children") + and self.config.fetch_blocks_recursively + and block.get("type") not in ("child_page", "child_database") + ): + try: + child_blocks = self.fetch_blocks_recursively( + block_id=block["id"], + parent_input_database_id=parent_input_database_id, + parent_input_page_id=parent_input_page_id, + source_page_id=source_page_id, + current_depth=current_depth + 1, + fetch_child_databases=fetch_child_databases, + global_order_counter=global_order_counter, + ) + all_blocks.extend(child_blocks) + except Exception as e: + # synced_block can return 404 if original block is inaccessible + if block.get("type") == "synced_block": + logger.warning(f"Skipping synced_block {block.get('id')} - children inaccessible: {e}") + else: + logger.error(f"Failed to fetch children of block {block.get('id')}: {e}") + + if result.get("has_more"): + cursor = result.get("next_cursor") + else: + break + + return all_blocks + + def get_blocks(self, pagination: dict = None) -> SourceIteration: + """ + Fetch blocks from databases and pages. + Blocks are fetched recursively if fetch_blocks_recursively is True. + Also fetches content from inline databases (child_database blocks). + """ + if pagination: + # Each item is: {"block_id": str, "input_db_id": str|None, "input_page_id": str|None, "source_page_id": str|None} + items_to_process = pagination.get("items_to_process", []) + items_loaded = pagination.get("items_loaded", False) + else: + items_to_process = [] + items_loaded = False + + # First, collect all database IDs and page IDs to fetch blocks from + if not items_loaded: + # Add configured page_ids (these are direct input pages) + for page_id in self.config.page_ids: + items_to_process.append( + { + "block_id": page_id, + "input_db_id": None, + "input_page_id": page_id, + "source_page_id": page_id, + } + ) + + # Collect pages from databases + for db_id in self.config.database_ids: + try: + db_filter = self.get_filter_for_database(db_id) + db_data = self.get_database(db_id) + for ds in db_data.get("data_sources", []): + cursor = None + while True: + result = self.query_data_source(ds["id"], cursor, filter=db_filter) + for page in result.get("results", []): + items_to_process.append( + { + "block_id": page["id"], + "input_db_id": db_id, + "input_page_id": None, + "source_page_id": page["id"], + } + ) + if result.get("has_more"): + cursor = result.get("next_cursor") + else: + break + except Exception as e: + logger.error(f"Failed to collect pages from database {db_id}: {e}") + + items_loaded = True + + if not items_to_process: + return SourceIteration(records=[], next_pagination={}) + + # Process a batch in parallel + batch_size = self.config.max_workers + batch = items_to_process[:batch_size] + items_to_process = items_to_process[batch_size:] + + records = [] + + def fetch_item_blocks(item_info: dict) -> List[dict]: + """Fetch all blocks for a database or page.""" + return self.fetch_blocks_recursively( + block_id=item_info["block_id"], + parent_input_database_id=item_info["input_db_id"], + parent_input_page_id=item_info["input_page_id"], + source_page_id=item_info["source_page_id"], + ) + + with ThreadPoolExecutor(max_workers=self.config.max_workers) as executor: + futures = {executor.submit(fetch_item_blocks, item_info): item_info for item_info in batch} + for future in as_completed(futures): + item_info = futures[future] + try: + blocks = future.result() + for block in blocks: + records.append(SourceRecord(id=block["id"], data=block)) + logger.info(f"Fetched {len(blocks)} blocks from {item_info['block_id']}") + except Exception as e: + logger.error(f"Failed to fetch blocks from {item_info['block_id']}: {e}") + + next_pagination = {"items_to_process": items_to_process, "items_loaded": True} if items_to_process else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ==================== HELPERS ==================== + + def get_filter_for_database(self, database_id: str) -> Optional[dict]: + """Get the filter configured for a database, if any.""" + return self.config.database_filters.get(database_id) + + def _extract_title(self, database_data: dict) -> str: + """Extract plain text title from database object.""" + title_parts = database_data.get("title", []) + return "".join(part.get("plain_text", "") for part in title_parts) + + # ==================== MARKDOWN CONVERSION ==================== + + def _extract_rich_text(self, rich_text_array: List[dict]) -> str: + """Convert Notion rich text array to markdown string with formatting.""" + if not rich_text_array: + return "" + + result = [] + for item in rich_text_array: + text = item.get("plain_text", "") + annotations = item.get("annotations", {}) + href = item.get("href") + + # Apply formatting in order: code, bold, italic, strikethrough + if annotations.get("code"): + text = f"`{text}`" + if annotations.get("bold"): + text = f"**{text}**" + if annotations.get("italic"): + text = f"*{text}*" + if annotations.get("strikethrough"): + text = f"~~{text}~~" + if href: + text = f"[{text}]({href})" + + result.append(text) + + return "".join(result) + + def _block_to_markdown(self, block: dict) -> str: + """Convert a single Notion block to markdown string.""" + block_type = block.get("type", "") + content = block.get(block_type) or {} + + # Text blocks + if block_type == "paragraph": + return self._extract_rich_text(content.get("rich_text", [])) + + elif block_type == "heading_1": + return f"# {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "heading_2": + return f"## {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "heading_3": + return f"### {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "bulleted_list_item": + return f"- {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "numbered_list_item": + return f"1. {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "to_do": + checkbox = "[x]" if content.get("checked") else "[ ]" + return f"- {checkbox} {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "quote": + return f"> {self._extract_rich_text(content.get('rich_text', []))}" + + elif block_type == "callout": + icon = content.get("icon") or {} + emoji = icon.get("emoji", "๐Ÿ’ก") + text = self._extract_rich_text(content.get("rich_text", [])) + return f"> {emoji} {text}" + + elif block_type == "code": + language = content.get("language", "") + code_text = self._extract_rich_text(content.get("rich_text", [])) + return f"```{language}\n{code_text}\n```" + + elif block_type == "equation": + return f"$$ {content.get('expression', '')} $$" + + elif block_type == "divider": + return "---" + + elif block_type == "toggle": + return f"
{self._extract_rich_text(content.get('rich_text', []))}
" + + # Media blocks + elif block_type == "image": + url = content.get("external", {}).get("url") or content.get("file", {}).get("url", "") + caption = self._extract_rich_text(content.get("caption", [])) + return f"![{caption}]({url})" + + elif block_type == "video": + url = content.get("external", {}).get("url") or content.get("file", {}).get("url", "") + return f"[Video]({url})" + + elif block_type == "file": + url = content.get("external", {}).get("url") or content.get("file", {}).get("url", "") + caption = self._extract_rich_text(content.get("caption", [])) or "File" + return f"[{caption}]({url})" + + elif block_type == "pdf": + url = content.get("external", {}).get("url") or content.get("file", {}).get("url", "") + return f"[PDF]({url})" + + elif block_type == "bookmark": + url = content.get("url", "") + caption = self._extract_rich_text(content.get("caption", [])) or url + return f"[{caption}]({url})" + + elif block_type == "embed": + return f"[Embed]({content.get('url', '')})" + + elif block_type == "link_preview": + return f"[Link Preview]({content.get('url', '')})" + + # Table blocks + elif block_type == "table": + return "[Table - see child blocks for rows]" + + elif block_type == "table_row": + cells = content.get("cells", []) + row = " | ".join(self._extract_rich_text(cell) for cell in cells) + return f"| {row} |" + + # Database/page references + elif block_type == "child_page": + return f"[Page: {content.get('title', 'Untitled')}]" + + elif block_type == "child_database": + return f"[Database: {content.get('title', 'Untitled')}]" + + elif block_type == "link_to_page": + page_id = content.get("page_id") or content.get("database_id", "") + return f"[Link to page: {page_id}]" + + elif block_type == "table_of_contents": + return "[Table of Contents]" + + elif block_type == "breadcrumb": + return "[Breadcrumb]" + + elif block_type == "synced_block": + return "[Synced Block]" + + elif block_type == "template": + return "[Template]" + + elif block_type == "column_list": + return "" # Column list is just a container + + elif block_type == "column": + return "" # Column is just a container + + else: + return f"[Unsupported block type: {block_type}]" + + def get_blocks_markdown(self, pagination: dict = None) -> SourceIteration: + """ + Fetch blocks and convert them to markdown. + Returns one record per block with its markdown content. + """ + if pagination: + items_to_process = pagination.get("items_to_process", []) + items_loaded = pagination.get("items_loaded", False) + else: + items_to_process = [] + items_loaded = False + + # Collect all database IDs and page IDs to fetch blocks from + if not items_loaded: + for page_id in self.config.page_ids: + items_to_process.append( + { + "block_id": page_id, + "input_db_id": None, + "input_page_id": page_id, + "source_page_id": page_id, + } + ) + + for db_id in self.config.database_ids: + # Collect pages from database's data_sources + try: + db_filter = self.get_filter_for_database(db_id) + db_data = self.get_database(db_id) + for ds in db_data.get("data_sources", []): + cursor = None + while True: + result = self.query_data_source(ds["id"], cursor, filter=db_filter) + for page in result.get("results", []): + items_to_process.append( + { + "block_id": page["id"], + "input_db_id": db_id, + "input_page_id": None, + "source_page_id": page["id"], + } + ) + if result.get("has_more"): + cursor = result.get("next_cursor") + else: + break + except Exception as e: + logger.error(f"Failed to collect pages from database {db_id}: {e}") + + items_loaded = True + + if not items_to_process: + return SourceIteration(records=[], next_pagination={}) + + # Process a batch in parallel + batch_size = self.config.max_workers + batch = items_to_process[:batch_size] + items_to_process = items_to_process[batch_size:] + + records = [] + + def fetch_and_convert_item(item_info: dict) -> List[dict]: + """Fetch blocks for a database or page and convert each to markdown.""" + blocks = self.fetch_blocks_recursively( + block_id=item_info["block_id"], + parent_input_database_id=item_info["input_db_id"], + parent_input_page_id=item_info["input_page_id"], + source_page_id=item_info["source_page_id"], + fetch_child_databases=False, + ) + + # Convert each block to markdown record + block_records = [] + for block in blocks or []: + if not block: + continue + md = self._block_to_markdown(block) + block_records.append( + { + "block_id": block.get("id"), + "block_type": block.get("type"), + "markdown": md, + "source_page_id": block.get("source_page_id"), + "parent_block_id": block.get("parent_block_id"), + "parent_input_database_id": block.get("parent_input_database_id"), + "parent_input_page_id": block.get("parent_input_page_id"), + "depth": block.get("depth"), + "block_order": block.get("block_order"), + "page_order": block.get("page_order"), + "block_raw": block, + } + ) + return block_records + + with ThreadPoolExecutor(max_workers=self.config.max_workers) as executor: + futures = {executor.submit(fetch_and_convert_item, item_info): item_info for item_info in batch} + for future in as_completed(futures): + item_info = futures[future] + try: + block_records = future.result() + for block_record in block_records: + records.append(SourceRecord(id=block_record.get("block_id"), data=block_record)) + logger.info(f"Converted {len(block_records)} blocks to markdown from {item_info['block_id']}") + except Exception as e: + import traceback + + logger.error( + f"Failed to fetch/convert blocks from {item_info['block_id']}: {e}\n{traceback.format_exc()}" + ) + + next_pagination = {"items_to_process": items_to_process, "items_loaded": True} if items_to_process else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ==================== SEARCH API (ALL_* STREAMS) ==================== + + def search(self, start_cursor: str = None) -> dict: + """ + Search all pages and databases accessible to the integration. + + Args: + start_cursor: Pagination cursor + + Returns: + Raw search results (filter client-side by object type) + """ + payload = {"page_size": self.config.page_size} + if start_cursor: + payload["start_cursor"] = start_cursor + + response = self.session.post(f"{BASE_URL}/search", json=payload) + response.raise_for_status() + return response.json() + + def search_by_type(self, object_type: str, start_cursor: str = None) -> dict: + """ + Search and filter by object type client-side. + + Args: + object_type: "page" or "database" + start_cursor: Pagination cursor + + Returns: + Filtered results matching object_type + """ + result = self.search(start_cursor=start_cursor) + + # Filter results by object type + filtered_results = [item for item in result.get("results", []) if item.get("object") == object_type] + + return { + "results": filtered_results, + "has_more": result.get("has_more", False), + "next_cursor": result.get("next_cursor"), + } + + def get_all_databases(self, pagination: dict = None) -> SourceIteration: + """ + Fetch all databases accessible to the integration. + In 2025-09-03 API, we get data_sources from search and fetch their parent databases. + """ + if pagination: + db_ids_to_fetch = pagination.get("db_ids_to_fetch", []) + dbs_loaded = pagination.get("dbs_loaded", False) + else: + db_ids_to_fetch = [] + dbs_loaded = False + + # Collect unique database IDs from data_sources + if not dbs_loaded: + seen_db_ids = set() + search_cursor = None + + while True: + result = self.search_by_type(object_type="data_source", start_cursor=search_cursor) + for ds in result.get("results", []): + # Data sources have a parent.database_id + parent = ds.get("parent", {}) + if parent.get("type") == "database_id": + db_id = parent.get("database_id") + if db_id and db_id not in seen_db_ids: + seen_db_ids.add(db_id) + db_ids_to_fetch.append(db_id) + + if result.get("has_more"): + search_cursor = result.get("next_cursor") + else: + break + + dbs_loaded = True + logger.info(f"Found {len(db_ids_to_fetch)} unique databases from data_sources") + + if not db_ids_to_fetch: + return SourceIteration(records=[], next_pagination={}) + + # Fetch one database at a time + db_id = db_ids_to_fetch[0] + db_ids_to_fetch = db_ids_to_fetch[1:] + + records = [] + try: + db_data = self.get_database(db_id) + records.append(SourceRecord(id=db_data["id"], data=db_data)) + except Exception as e: + logger.error(f"Failed to fetch database {db_id}: {e}") + + next_pagination = {"db_ids_to_fetch": db_ids_to_fetch, "dbs_loaded": True} if db_ids_to_fetch else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + def get_all_data_sources(self, pagination: dict = None) -> SourceIteration: + """Fetch all data_sources accessible to the integration.""" + cursor = pagination.get("start_cursor") if pagination else None + + result = self.search_by_type(object_type="data_source", start_cursor=cursor) + + records = [SourceRecord(id=ds["id"], data=ds) for ds in result.get("results", [])] + + next_pagination = {"start_cursor": result.get("next_cursor")} if result.get("has_more") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + def get_all_pages(self, pagination: dict = None) -> SourceIteration: + """Fetch all pages accessible to the integration.""" + cursor = pagination.get("start_cursor") if pagination else None + + result = self.search_by_type(object_type="page", start_cursor=cursor) + + records = [SourceRecord(id=page["id"], data=page) for page in result.get("results", [])] + + next_pagination = {"start_cursor": result.get("next_cursor")} if result.get("has_more") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + def get_all_blocks_markdown(self, pagination: dict = None) -> SourceIteration: + """ + Fetch all databases and pages accessible to the integration and convert their blocks to markdown. + Includes databases and pages from search API AND pages from all databases via data_sources. + """ + if pagination: + items_to_process = pagination.get("items_to_process", []) + items_loaded = pagination.get("items_loaded", False) + else: + items_to_process = [] + items_loaded = False + + # Collect databases and pages from search API + if not items_loaded: + seen_ids = set() + + # 1. Get pages from search API + search_cursor = None + while True: + result = self.search_by_type(object_type="page", start_cursor=search_cursor) + for page in result.get("results", []): + if page["id"] not in seen_ids: + seen_ids.add(page["id"]) + items_to_process.append( + { + "block_id": page["id"], + "input_db_id": None, + "input_page_id": None, + "source_page_id": page["id"], + } + ) + + if result.get("has_more"): + search_cursor = result.get("next_cursor") + else: + break + + logger.info(f"Found {len(items_to_process)} pages from search API") + + # 2. Get all data_sources and their parent databases + query for pages + ds_search_cursor = None + while True: + result = self.search_by_type(object_type="data_source", start_cursor=ds_search_cursor) + for ds in result.get("results", []): + ds_id = ds["id"] + # Get parent database_id from data_source + parent = ds.get("parent", {}) + parent_db_id = parent.get("database_id") if parent.get("type") == "database_id" else None + + # Add the parent database to fetch its blocks (headers, descriptions, etc.) + if parent_db_id and parent_db_id not in seen_ids: + seen_ids.add(parent_db_id) + items_to_process.append( + { + "block_id": parent_db_id, + "input_db_id": parent_db_id, + "input_page_id": None, + "source_page_id": None, + } + ) + + try: + # Query data_source for pages (no filter for all_* streams) + ds_cursor = None + while True: + ds_result = self.query_data_source(ds_id, ds_cursor) + for page in ds_result.get("results", []): + if page["id"] not in seen_ids: + seen_ids.add(page["id"]) + items_to_process.append( + { + "block_id": page["id"], + "input_db_id": parent_db_id, + "input_page_id": None, + "source_page_id": page["id"], + } + ) + if ds_result.get("has_more"): + ds_cursor = ds_result.get("next_cursor") + else: + break + except Exception as e: + logger.error(f"Failed to get pages from data_source {ds_id}: {e}") + + if result.get("has_more"): + ds_search_cursor = result.get("next_cursor") + else: + break + + items_loaded = True + logger.info( + f"Total {len(items_to_process)} unique items (databases + pages) to process for all_blocks_markdown" + ) + + if not items_to_process: + return SourceIteration(records=[], next_pagination={}) + + # Process a batch in parallel + batch_size = self.config.max_workers + batch = items_to_process[:batch_size] + items_to_process = items_to_process[batch_size:] + + records = [] + + def fetch_and_convert_item(item_info: dict) -> List[dict]: + """Fetch blocks for a database or page and convert each to markdown.""" + # fetch_child_databases=False because all_blocks_markdown already collects + # all pages from all data_sources, so we don't need to recurse into child_database blocks + blocks = self.fetch_blocks_recursively( + block_id=item_info["block_id"], + parent_input_database_id=item_info["input_db_id"], + parent_input_page_id=item_info["input_page_id"], + source_page_id=item_info["source_page_id"], + fetch_child_databases=False, + ) + + # Convert each block to markdown record + block_records = [] + for block in blocks or []: + if not block: + continue + md = self._block_to_markdown(block) + block_records.append( + { + "block_id": block.get("id"), + "block_type": block.get("type"), + "markdown": md, + "source_page_id": block.get("source_page_id"), + "parent_block_id": block.get("parent_block_id"), + "parent_input_database_id": block.get("parent_input_database_id"), + "parent_input_page_id": block.get("parent_input_page_id"), + "depth": block.get("depth"), + "block_order": block.get("block_order"), + "page_order": block.get("page_order"), + "block_raw": block, + } + ) + return block_records + + with ThreadPoolExecutor(max_workers=self.config.max_workers) as executor: + futures = {executor.submit(fetch_and_convert_item, item_info): item_info for item_info in batch} + for future in as_completed(futures): + item_info = futures[future] + try: + block_records = future.result() + for block_record in block_records: + records.append(SourceRecord(id=block_record.get("block_id"), data=block_record)) + logger.info(f"Converted {len(block_records)} blocks to markdown from {item_info['block_id']}") + except Exception as e: + logger.error(f"Failed to fetch/convert blocks from {item_info['block_id']}: {e}") + + next_pagination = {"items_to_process": items_to_process, "items_loaded": True} if items_to_process else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ==================== MAIN DISPATCH ==================== + + def get(self, pagination: dict = None) -> SourceIteration: + if self.config.stream == NotionStreams.USERS: + return self.get_users(pagination) + elif self.config.stream == NotionStreams.DATABASES: + return self.get_databases(pagination) + elif self.config.stream == NotionStreams.DATA_SOURCES: + return self.get_data_sources(pagination) + elif self.config.stream == NotionStreams.PAGES: + return self.get_pages(pagination) + elif self.config.stream == NotionStreams.BLOCKS: + return self.get_blocks(pagination) + elif self.config.stream == NotionStreams.BLOCKS_MARKDOWN: + return self.get_blocks_markdown(pagination) + elif self.config.stream == NotionStreams.ALL_PAGES: + return self.get_all_pages(pagination) + elif self.config.stream == NotionStreams.ALL_DATABASES: + return self.get_all_databases(pagination) + elif self.config.stream == NotionStreams.ALL_DATA_SOURCES: + return self.get_all_data_sources(pagination) + elif self.config.stream == NotionStreams.ALL_BLOCKS_MARKDOWN: + return self.get_all_blocks_markdown(pagination) + + raise NotImplementedError(f"Stream {self.config.stream} not implemented for Notion") diff --git a/bizon/connectors/sources/notion/tests/notion_pipeline.py b/bizon/connectors/sources/notion/tests/notion_pipeline.py new file mode 100644 index 0000000..0972411 --- /dev/null +++ b/bizon/connectors/sources/notion/tests/notion_pipeline.py @@ -0,0 +1,7 @@ +import os + +from bizon.engine.engine import RunnerFactory + +if __name__ == "__main__": + runner = RunnerFactory.create_from_yaml(filepath=os.path.abspath("test-pipeline-notion.yml")) + runner.run() diff --git a/bizon/connectors/sources/notion/tests/test_notion.py b/bizon/connectors/sources/notion/tests/test_notion.py new file mode 100644 index 0000000..eed1373 --- /dev/null +++ b/bizon/connectors/sources/notion/tests/test_notion.py @@ -0,0 +1,113 @@ +""" +Quick test script for Notion source intermediate functions. + +Usage: + # Set your token + export NOTION_TOKEN="your_notion_integration_token" + + # Run interactively + python -i test_notion.py + + # Then test functions: + >>> page = source.get_page("page-id-here") + >>> blocks = source.fetch_blocks_recursively("page-id-here") + >>> for b in blocks[:5]: + ... print(source._block_to_markdown(b)) +""" + +import os + +from bizon.connectors.sources.notion.src.config import NotionSourceConfig, NotionStreams +from bizon.connectors.sources.notion.src.source import NotionSource +from bizon.source.auth.authenticators.token import TokenAuthParams +from bizon.source.auth.config import AuthConfig, AuthType + + +def create_notion_source( + token: str = None, + page_ids: list = None, + database_ids: list = None, + stream: NotionStreams = NotionStreams.BLOCKS, +) -> NotionSource: + """Create a NotionSource instance for testing.""" + token = token or os.environ.get("NOTION_TOKEN") + if not token: + raise ValueError("Provide token or set NOTION_TOKEN environment variable") + + config = NotionSourceConfig( + name="notion", + stream=stream, + page_ids=page_ids or [], + database_ids=database_ids or [], + authentication=AuthConfig( + type=AuthType.BEARER, + params=TokenAuthParams(token=token), + ), + init_pipeline=False, + max_recursion_depth=30, + ) + return NotionSource(config) + + +# ==================== HELPER FUNCTIONS ==================== + + +def get_block(source: NotionSource, block_id: str) -> dict: + """Fetch a single block by ID.""" + response = source.session.get(f"https://api.notion.com/v1/blocks/{block_id}") + response.raise_for_status() + return response.json() + + +def get_page_markdown(source: NotionSource, page_id: str) -> str: + """Fetch all blocks from a page and return combined markdown.""" + blocks = source.fetch_blocks_recursively(page_id, source_page_id=page_id) + lines = [] + for block in blocks: + md = source._block_to_markdown(block) + if md: + # Add indentation based on depth + indent = " " * block.get("depth", 0) + lines.append(f"{indent}{md}") + return "\n".join(lines) + + +def inspect_blocks(source: NotionSource, page_id: str, max_blocks: int = 10): + """Fetch and print block details for inspection.""" + blocks = source.fetch_blocks_recursively(page_id, source_page_id=page_id) + print(f"Found {len(blocks)} blocks") + for i, block in enumerate(blocks[:max_blocks]): + print(f"\n--- Block {i} ({block.get('type')}) ---") + print(f"ID: {block.get('id')}") + print(f"Depth: {block.get('depth')}, Order: {block.get('page_order')}") + print(f"Markdown: {source._block_to_markdown(block)}") + + +def list_pages_in_database(source: NotionSource, database_id: str) -> list: + """List all page IDs in a database.""" + return source.get_pages_from_database(database_id, apply_filter=False) + + +# ==================== MAIN ==================== + +if __name__ == "__main__": + # Create source if token is available + token = os.environ.get("NOTION_TOKEN") + if token: + source = create_notion_source(token=token) + print("NotionSource created and available as 'source'") + print("\nAvailable functions:") + print(" source.get_page(page_id)") + print(" source.get_database(database_id)") + print(" source.get_block_children(block_id)") + print(" source.fetch_blocks_recursively(page_id)") + print(" source._block_to_markdown(block)") + print(" source.search()") + print("\nHelper functions:") + print(" get_block(source, block_id)") + print(" get_page_markdown(source, page_id)") + print(" inspect_blocks(source, page_id)") + print(" list_pages_in_database(source, database_id)") + else: + print("Set NOTION_TOKEN env var or call:") + print(" source = create_notion_source(token='your_token')") diff --git a/bizon/connectors/sources/periscope/src/source.py b/bizon/connectors/sources/periscope/src/source.py index 8eec2ce..066f252 100644 --- a/bizon/connectors/sources/periscope/src/source.py +++ b/bizon/connectors/sources/periscope/src/source.py @@ -41,7 +41,6 @@ class PeriscopeSourceConfig(SourceConfig): class PeriscopeSource(AbstractSource): - def __init__(self, config: PeriscopeSourceConfig): super().__init__(config) self.config: PeriscopeSourceConfig = config @@ -127,7 +126,6 @@ def get_dashboards(self, pagination: dict = None) -> SourceIteration: return self.transform_response_to_source_iteration(records_json) def get_dashboards_metadata(self, pagination: dict = None) -> SourceIteration: - params = { "client_site_id": self.config.client_site_id, "filters": [{"name": "typeFilter", "input": "Dashboard"}], @@ -186,7 +184,6 @@ def _get_charts(self, dashboard_id: int) -> List[dict]: dashboard_charts: List[dict] = [] for iter_count in range(MAXIMUM_ITERATION): - # Break the loop if no more charts are available if iter_count > 0 and len(iter_charts) == 0: break @@ -217,10 +214,8 @@ def _get_charts(self, dashboard_id: int) -> List[dict]: iter_textboxes = response.json().get("TextBox") for chart in iter_charts: - # Only fetch charts connected to gorgias-growth-production if str(chart.get("database_id")) == str(self.config.database_id): if chart.get("id") not in charts_list: - charts_list.add(chart.get("id")) chart["raw_text"] = None @@ -250,7 +245,6 @@ def _get_charts(self, dashboard_id: int) -> List[dict]: return dashboard_charts def get_charts(self, pagination: dict = None) -> SourceIteration: - BATCH_SIZE = 10 if not pagination: diff --git a/bizon/connectors/sources/pokeapi/src/source.py b/bizon/connectors/sources/pokeapi/src/source.py index 9934ccc..04bb363 100644 --- a/bizon/connectors/sources/pokeapi/src/source.py +++ b/bizon/connectors/sources/pokeapi/src/source.py @@ -23,7 +23,6 @@ class PokeAPISourceConfig(SourceConfig): class PeriscopeSource(AbstractSource): - def __init__(self, config: PokeAPISourceConfig): super().__init__(config) self.config: PokeAPISourceConfig = config diff --git a/bizon/destination/buffer.py b/bizon/destination/buffer.py index 5415815..63f5b2c 100644 --- a/bizon/destination/buffer.py +++ b/bizon/destination/buffer.py @@ -9,7 +9,6 @@ class DestinationBuffer: - def __init__(self, buffer_size: int, buffer_flush_timeout: int) -> None: self.buffer_size = buffer_size * 1024 * 1024 # Convert to bytes self.buffer_flush_timeout = buffer_flush_timeout diff --git a/bizon/destination/config.py b/bizon/destination/config.py index c64255c..ecf06b9 100644 --- a/bizon/destination/config.py +++ b/bizon/destination/config.py @@ -28,7 +28,6 @@ class RecordSchemaConfig(BaseModel): class AbstractDestinationDetailsConfig(BaseModel): - # Forbid extra keys in the model model_config = ConfigDict(extra="forbid") diff --git a/bizon/destination/destination.py b/bizon/destination/destination.py index 0097bc7..0f7c90a 100644 --- a/bizon/destination/destination.py +++ b/bizon/destination/destination.py @@ -44,7 +44,6 @@ class DestinationIteration(BaseModel): class AbstractDestination(ABC): - def __init__( self, sync_metadata: SyncMetadata, @@ -144,7 +143,6 @@ def write_or_buffer_records( # Last iteration, write all records to destination if last_iteration: - if self.buffer.df_destination_records.height == 0 and self.buffer.is_empty: logger.info("No records to write to destination, already written, buffer is empty.") return DestinationBufferStatus.RECORDS_WRITTEN @@ -289,7 +287,6 @@ def get_destination( source_callback: AbstractSourceCallback, monitor: AbstractMonitor, ) -> AbstractDestination: - if config.name == DestinationTypes.LOGGER: from bizon.connectors.destinations.logger.src.destination import ( LoggerDestination, @@ -355,4 +352,4 @@ def get_destination( monitor=monitor, ) - raise ValueError(f"Destination {config.name}" f"with params {config} not found") + raise ValueError(f"Destination {config.name}with params {config} not found") diff --git a/bizon/engine/backend/adapters/sqlalchemy/backend.py b/bizon/engine/backend/adapters/sqlalchemy/backend.py index 3d201c0..604ff2c 100644 --- a/bizon/engine/backend/adapters/sqlalchemy/backend.py +++ b/bizon/engine/backend/adapters/sqlalchemy/backend.py @@ -5,7 +5,7 @@ from loguru import logger from pytz import UTC from sqlalchemy import Result, Select, create_engine, func, inspect, select, update -from sqlalchemy.engine import Engine, create_engine +from sqlalchemy.engine import Engine from sqlalchemy.orm import Session, scoped_session, sessionmaker from bizon.engine.backend.backend import AbstractBackend @@ -26,7 +26,6 @@ class SQLAlchemyBackend(AbstractBackend): - def __init__(self, config: Union[PostgresConfigDetails, SQLiteConfigDetails], type: BackendTypes, **kwargs): super().__init__(config, type) @@ -81,7 +80,6 @@ def _get_engine_sqlite(self) -> Engine: ) def _get_engine(self) -> Engine: - if self.type == BackendTypes.BIGQUERY: return self._get_engine_bigquery() @@ -96,7 +94,7 @@ def _get_engine(self) -> Engine: # ONLY FOR UNIT TESTS: SQLite in memory if self.type == BackendTypes.SQLITE_IN_MEMORY: return create_engine( - f"sqlite:///:memory:", + "sqlite:///:memory:", echo=self.config.echoEngine, connect_args={"check_same_thread": False}, ) @@ -388,7 +386,6 @@ def create_destination_cursor( pagination: Optional[dict] = None, session: Session | None = None, ) -> DestinationCursor: - destination_cursor = DestinationCursor( name=name, source_name=source_name, diff --git a/bizon/engine/backend/adapters/sqlalchemy/config.py b/bizon/engine/backend/adapters/sqlalchemy/config.py index c59aef7..90cede2 100644 --- a/bizon/engine/backend/adapters/sqlalchemy/config.py +++ b/bizon/engine/backend/adapters/sqlalchemy/config.py @@ -55,7 +55,6 @@ class SQLiteInMemoryConfig(AbstractBackendConfig): ## BIGQUERY ## class BigQueryConfigDetails(SQLAlchemyConfigDetails): - database: str = Field( description="GCP Project name", default=..., diff --git a/bizon/engine/config.py b/bizon/engine/config.py index 86c0009..5d988b0 100644 --- a/bizon/engine/config.py +++ b/bizon/engine/config.py @@ -23,7 +23,6 @@ class EngineConfig(BaseModel): - # Forbid extra keys in the model model_config = ConfigDict(extra="forbid") diff --git a/bizon/engine/engine.py b/bizon/engine/engine.py index e696f29..bda3d49 100644 --- a/bizon/engine/engine.py +++ b/bizon/engine/engine.py @@ -21,7 +21,6 @@ def replace_env_variables_in_config(config: dict) -> dict: class RunnerFactory: @staticmethod def create_from_config_dict(config: dict) -> AbstractRunner: - # Replace env variables in config config = replace_env_variables_in_config(config=config) diff --git a/bizon/engine/pipeline/consumer.py b/bizon/engine/pipeline/consumer.py index a0c310c..f593808 100644 --- a/bizon/engine/pipeline/consumer.py +++ b/bizon/engine/pipeline/consumer.py @@ -36,7 +36,6 @@ def run(self, stop_event: Union[multiprocessing.synchronize.Event, threading.Eve pass def process_queue_message(self, queue_message: QueueMessage) -> PipelineReturnStatus: - # Apply the transformation try: df_source_records = self.transform.apply_transforms(df_source_records=queue_message.df_source_records) diff --git a/bizon/engine/pipeline/producer.py b/bizon/engine/pipeline/producer.py index 0811030..899ca3c 100644 --- a/bizon/engine/pipeline/producer.py +++ b/bizon/engine/pipeline/producer.py @@ -105,7 +105,6 @@ def is_queue_full(self, cursor: Cursor) -> Tuple[bool, int, int]: def run( self, job_id: int, stop_event: Union[multiprocessing.synchronize.Event, threading.Event] ) -> PipelineReturnStatus: - return_value: PipelineReturnStatus = PipelineReturnStatus.SUCCESS # Init queue @@ -132,7 +131,6 @@ def run( return PipelineReturnStatus.BACKEND_ERROR while not cursor.is_finished: - if stop_event.is_set(): logger.info("Stop event is set, terminating producer ...") return PipelineReturnStatus.KILLED_BY_RUNNER @@ -226,9 +224,7 @@ def run( items_in_queue = f"{self.queue.get_size()} items in queue." if self.queue.get_size() else "" logger.info( - ( - f"Iteration {cursor.iteration} finished in {datetime.now(tz=UTC) - timestamp_start_iteration}. {items_in_queue}" - ) + f"Iteration {cursor.iteration} finished in {datetime.now(tz=UTC) - timestamp_start_iteration}. {items_in_queue}" ) logger.info("Terminating destination ...") diff --git a/bizon/engine/queue/adapters/kafka/config.py b/bizon/engine/queue/adapters/kafka/config.py index 8262536..144165d 100644 --- a/bizon/engine/queue/adapters/kafka/config.py +++ b/bizon/engine/queue/adapters/kafka/config.py @@ -1,4 +1,4 @@ -from typing import List, Literal +from typing import Literal from pydantic import BaseModel, Field diff --git a/bizon/engine/queue/adapters/kafka/queue.py b/bizon/engine/queue/adapters/kafka/queue.py index 4996895..845cdf8 100644 --- a/bizon/engine/queue/adapters/kafka/queue.py +++ b/bizon/engine/queue/adapters/kafka/queue.py @@ -13,7 +13,6 @@ class KafkaQueue(AbstractQueue): - def __init__(self, config: KafkaConfigDetails) -> None: super().__init__(config) self.config: KafkaConfigDetails = config diff --git a/bizon/engine/queue/adapters/python_queue/consumer.py b/bizon/engine/queue/adapters/python_queue/consumer.py index 9759e4c..9edb62e 100644 --- a/bizon/engine/queue/adapters/python_queue/consumer.py +++ b/bizon/engine/queue/adapters/python_queue/consumer.py @@ -35,7 +35,6 @@ def __init__( self.monitor.track_pipeline_status(PipelineReturnStatus.RUNNING) def run(self, stop_event: Union[threading.Event, multiprocessing.synchronize.Event]) -> PipelineReturnStatus: - while True: # Handle kill signal from the runner if stop_event.is_set(): diff --git a/bizon/engine/queue/adapters/python_queue/queue.py b/bizon/engine/queue/adapters/python_queue/queue.py index 5f881f7..49810a3 100644 --- a/bizon/engine/queue/adapters/python_queue/queue.py +++ b/bizon/engine/queue/adapters/python_queue/queue.py @@ -9,7 +9,6 @@ from bizon.engine.queue.config import QUEUE_TERMINATION, QueueMessage from bizon.engine.queue.queue import AbstractQueue, AbstractQueueConsumer from bizon.monitoring.monitor import AbstractMonitor -from bizon.source.callback import AbstractSourceCallback from bizon.source.models import SourceIteration from bizon.transform.transform import Transform @@ -18,7 +17,6 @@ class PythonQueue(AbstractQueue): - def __init__(self, config: PythonQueueConfigDetails, **kwargs) -> None: super().__init__(config) self.config: PythonQueueConfigDetails = config diff --git a/bizon/engine/queue/adapters/rabbitmq/consumer.py b/bizon/engine/queue/adapters/rabbitmq/consumer.py index cd29c84..bb103f1 100644 --- a/bizon/engine/queue/adapters/rabbitmq/consumer.py +++ b/bizon/engine/queue/adapters/rabbitmq/consumer.py @@ -24,7 +24,6 @@ def run(self) -> None: channel.queue_declare(queue=self.config.queue.queue_name) for method_frame, properties, body in channel.consume(self.config.queue.queue_name): - queue_message = QueueMessage.model_validate_json(body) if queue_message.signal == QUEUE_TERMINATION: logger.info("Received termination signal, waiting for destination to close gracefully ...") diff --git a/bizon/engine/queue/adapters/rabbitmq/queue.py b/bizon/engine/queue/adapters/rabbitmq/queue.py index 6252c03..4063ae0 100644 --- a/bizon/engine/queue/adapters/rabbitmq/queue.py +++ b/bizon/engine/queue/adapters/rabbitmq/queue.py @@ -13,7 +13,6 @@ class RabbitMQ(AbstractQueue): - def __init__(self, config: RabbitMQConfigDetails) -> None: super().__init__(config) self.config: RabbitMQConfigDetails = config diff --git a/bizon/engine/queue/config.py b/bizon/engine/queue/config.py index d237e40..665701b 100644 --- a/bizon/engine/queue/config.py +++ b/bizon/engine/queue/config.py @@ -27,7 +27,6 @@ class QueueTypes(str, Enum): class AbastractQueueConfigDetails(BaseModel, ABC): - # Forbid extra keys in the model model_config = ConfigDict(extra="forbid") @@ -38,7 +37,6 @@ class AbastractQueueConfigDetails(BaseModel, ABC): class AbstractQueueConfig(BaseModel, ABC): - # Forbid extra keys in the model model_config = ConfigDict(extra="forbid") diff --git a/bizon/engine/runner/adapters/process.py b/bizon/engine/runner/adapters/process.py index b3a6429..0e2cce6 100644 --- a/bizon/engine/runner/adapters/process.py +++ b/bizon/engine/runner/adapters/process.py @@ -8,7 +8,6 @@ class ProcessRunner(AbstractRunner): - def __init__(self, config: dict): super().__init__(config) @@ -36,7 +35,6 @@ def run(self): with concurrent.futures.ProcessPoolExecutor( max_workers=self.bizon_config.engine.runner.config.max_workers ) as executor: - future_producer = executor.submit( AbstractRunner.instanciate_and_run_producer, self.bizon_config, diff --git a/bizon/engine/runner/adapters/streaming.py b/bizon/engine/runner/adapters/streaming.py index 5a912a3..75126e0 100644 --- a/bizon/engine/runner/adapters/streaming.py +++ b/bizon/engine/runner/adapters/streaming.py @@ -9,11 +9,13 @@ from pytz import UTC from bizon.common.models import BizonConfig, SyncMetadata +from bizon.connectors.destinations.bigquery.src.config import BigQueryRecordSchemaConfig from bizon.destination.models import transform_to_df_destination_records from bizon.engine.pipeline.models import PipelineReturnStatus from bizon.engine.runner.config import RunnerStatus from bizon.engine.runner.runner import AbstractRunner from bizon.source.models import SourceRecord, source_record_schema +from bizon.source.source import AbstractSource class StreamingRunner(AbstractRunner): @@ -36,7 +38,60 @@ def convert_source_records(records: List[SourceRecord]) -> pl.DataFrame: def convert_to_destination_records(df_source_records: pl.DataFrame, extracted_at: datetime) -> pl.DataFrame: return transform_to_df_destination_records(df_source_records=df_source_records, extracted_at=extracted_at) + def _apply_streams_config(self, source: AbstractSource = None) -> None: + """Apply streams configuration to source and destination. + + This method is completely source-agnostic. Each source connector is responsible + for handling streams config appropriately via set_streams_config(). + + When a top-level 'streams' configuration is present, this method: + 1. Calls source.set_streams_config() to let the source enrich its own config + 2. Builds destination record_schemas from streams config + 3. Injects record_schemas into destination config for backward compatibility + + The source is responsible for modifying self.config (which points to bizon_config.source) + so that subsequent source instantiations see the enriched config. + """ + if not self.bizon_config.streams: + return + + logger.info(f"Applying streams configuration: {len(self.bizon_config.streams)} streams defined") + + # Let the source enrich its own config from streams + # Note: source modifies self.config, which is a reference to bizon_config.source + # This ensures init_job (which creates a new source) sees the enriched config + if source and hasattr(source, "set_streams_config") and callable(source.set_streams_config): + source.set_streams_config(self.bizon_config.streams) + + # Build record_schemas list for destination from streams config + record_schemas = [] + for stream in self.bizon_config.streams: + if stream.destination.record_schema: + record_schema_config = BigQueryRecordSchemaConfig( + destination_id=stream.destination.table_id, + record_schema=stream.destination.record_schema, + clustering_keys=stream.destination.clustering_keys, + ) + record_schemas.append(record_schema_config) + logger.info( + f"Stream '{stream.name}': " + f"{getattr(stream.source, 'topic', getattr(stream.source, 'name', 'N/A'))} " + f"-> {stream.destination.table_id}" + ) + + # Inject into destination config + if record_schemas and hasattr(self.bizon_config.destination.config, "record_schemas"): + logger.info(f"Injecting {len(record_schemas)} record schemas into destination config") + self.bizon_config.destination.config.record_schemas = record_schemas + def run(self) -> RunnerStatus: + # Create a temporary source to enrich bizon_config.source from streams + # The source's set_streams_config() modifies self.config (= bizon_config.source) + # This ensures subsequent source instantiations see the enriched config + temp_source = self.get_source(bizon_config=self.bizon_config, config=self.config) + self._apply_streams_config(temp_source) + + # Now initialize job (check_connection will use enriched source config) job = self.init_job(bizon_config=self.bizon_config, config=self.config) backend = self.get_backend(bizon_config=self.bizon_config) source = self.get_source(bizon_config=self.bizon_config, config=self.config) @@ -58,7 +113,6 @@ def run(self) -> RunnerStatus: iteration = 0 while True: - if source.config.max_iterations and iteration > source.config.max_iterations: logger.info(f"Max iterations {source.config.max_iterations} reached, terminating stream ...") break diff --git a/bizon/engine/runner/adapters/thread.py b/bizon/engine/runner/adapters/thread.py index 41f1521..6e9c6c6 100644 --- a/bizon/engine/runner/adapters/thread.py +++ b/bizon/engine/runner/adapters/thread.py @@ -16,7 +16,6 @@ def __init__(self, config: BizonConfig): # TODO: refacto this def get_kwargs(self): - extra_kwargs = {} if self.bizon_config.engine.queue.type == "python_queue": @@ -46,7 +45,6 @@ def run(self) -> RunnerStatus: with concurrent.futures.ThreadPoolExecutor( max_workers=self.bizon_config.engine.runner.config.max_workers ) as executor: - future_producer = executor.submit( AbstractRunner.instanciate_and_run_producer, self.bizon_config, diff --git a/bizon/engine/runner/config.py b/bizon/engine/runner/config.py index 00e97fe..2afa239 100644 --- a/bizon/engine/runner/config.py +++ b/bizon/engine/runner/config.py @@ -37,7 +37,6 @@ class RunnerFuturesConfig(BaseModel): class RunnerConfig(BaseModel): - type: RunnerTypes = Field( description="Runner to use for the pipeline", default=RunnerTypes.THREAD, diff --git a/bizon/engine/runner/runner.py b/bizon/engine/runner/runner.py index 2e8a81c..fa7d125 100644 --- a/bizon/engine/runner/runner.py +++ b/bizon/engine/runner/runner.py @@ -27,7 +27,6 @@ class AbstractRunner(ABC): def __init__(self, config: dict): - # Internal state self._is_running: bool = False @@ -222,7 +221,6 @@ def instanciate_and_run_producer( stop_event: Union[multiprocessing.synchronize.Event, threading.Event], **kwargs, ): - # Get the source instance source = AbstractRunner.get_source(bizon_config=bizon_config, config=config) diff --git a/bizon/monitoring/noop/monitor.py b/bizon/monitoring/noop/monitor.py index 1cba085..1cafb0a 100644 --- a/bizon/monitoring/noop/monitor.py +++ b/bizon/monitoring/noop/monitor.py @@ -1,7 +1,7 @@ from contextlib import contextmanager from typing import Dict -from bizon.common.models import BizonConfig, SyncMetadata +from bizon.common.models import SyncMetadata from bizon.engine.pipeline.models import PipelineReturnStatus from bizon.monitoring.config import MonitoringConfig from bizon.monitoring.monitor import AbstractMonitor diff --git a/bizon/source/auth/authenticators/abstract_oauth.py b/bizon/source/auth/authenticators/abstract_oauth.py index cf8ed37..bf92aee 100644 --- a/bizon/source/auth/authenticators/abstract_oauth.py +++ b/bizon/source/auth/authenticators/abstract_oauth.py @@ -1,5 +1,6 @@ from abc import abstractmethod -from typing import Any, List, Mapping, MutableMapping, Tuple, Union +from collections.abc import Mapping, MutableMapping +from typing import Any, List, Tuple, Union import backoff import dpath diff --git a/bizon/source/auth/authenticators/abstract_token.py b/bizon/source/auth/authenticators/abstract_token.py index d087c2e..735858c 100644 --- a/bizon/source/auth/authenticators/abstract_token.py +++ b/bizon/source/auth/authenticators/abstract_token.py @@ -1,5 +1,6 @@ from abc import abstractmethod -from typing import Any, Mapping +from collections.abc import Mapping +from typing import Any from requests.auth import AuthBase diff --git a/bizon/source/auth/authenticators/basic.py b/bizon/source/auth/authenticators/basic.py index 3c8a9df..8993d20 100644 --- a/bizon/source/auth/authenticators/basic.py +++ b/bizon/source/auth/authenticators/basic.py @@ -27,7 +27,7 @@ def token(self) -> str: return f"{self._auth_method} {self._token}" def __init__(self, params: BasicHttpAuthParams): - auth_string = f"{params.username}:{params.password}".encode("utf8") + auth_string = f"{params.username}:{params.password}".encode() b64_encoded = base64.b64encode(auth_string).decode("utf8") self._auth_header = params.auth_header self._auth_method = params.auth_method diff --git a/bizon/source/auth/authenticators/cookies.py b/bizon/source/auth/authenticators/cookies.py index 032c2df..6dc68a3 100644 --- a/bizon/source/auth/authenticators/cookies.py +++ b/bizon/source/auth/authenticators/cookies.py @@ -1,4 +1,5 @@ -from typing import Any, Mapping, Optional +from collections.abc import Mapping +from typing import Any, Optional from pydantic import BaseModel, Field from requests import PreparedRequest diff --git a/bizon/source/auth/authenticators/oauth.py b/bizon/source/auth/authenticators/oauth.py index ce7fcbf..39f35b7 100644 --- a/bizon/source/auth/authenticators/oauth.py +++ b/bizon/source/auth/authenticators/oauth.py @@ -1,4 +1,5 @@ -from typing import Any, List, Mapping, Optional, Union +from collections.abc import Mapping +from typing import Any, List, Optional, Union import pendulum from pydantic import BaseModel, Field diff --git a/bizon/source/config.py b/bizon/source/config.py index 3b4bbbc..4ba1bd9 100644 --- a/bizon/source/config.py +++ b/bizon/source/config.py @@ -8,7 +8,6 @@ class SourceSyncModes(str, Enum): - # Full refresh # - creates a new StreamJob # - start syncing data from scratch till pagination is empty @@ -30,7 +29,6 @@ class APIConfig(BaseModel): class SourceConfig(BaseModel, ABC): - # Connector identifier to use, match a unique connector code name: str = Field(..., description="Name of the source to sync") stream: str = Field(..., description="Name of the stream to sync") diff --git a/bizon/source/cursor.py b/bizon/source/cursor.py index f517bc6..bf199af 100644 --- a/bizon/source/cursor.py +++ b/bizon/source/cursor.py @@ -9,7 +9,6 @@ class Cursor: def __init__(self, source_name: str, stream_name: str, job_id: str, total_records: int = None): - self.source_name: str = source_name self.stream_name: str = stream_name self._job_id: str = job_id @@ -79,7 +78,6 @@ def source_full_name(self) -> str: return f"{self.source_name}.{self.stream_name}" def update_state(self, pagination_dict: dict, nb_records_fetched: int): - # - 1. update the pagination self._pagination = pagination_dict @@ -93,10 +91,8 @@ def update_state(self, pagination_dict: dict, nb_records_fetched: int): percentage_str = f"({self.percentage_fetched:.3%})" if self.percentage_fetched else "" logger.info( - ( - f"Source: {self.source_full_name} - Iteration {self.iteration} - " - f"Fetched: {self.rows_fetched} {percentage_str} successfully." - ) + f"Source: {self.source_full_name} - Iteration {self.iteration} - " + f"Fetched: {self.rows_fetched} {percentage_str} successfully." ) # - 5 Handle next status depending on the pagination @@ -107,19 +103,15 @@ def update_state(self, pagination_dict: dict, nb_records_fetched: int): if self.total_records is not None and self.rows_fetched != self.total_records: logger.info( - ( - f"Source: {self.source_full_name} - Iteration {self.iteration} - " - f"Total records fetched: {self.rows_fetched} " - f"does not match the total records available: {self.total_records}" - ) + f"Source: {self.source_full_name} - Iteration {self.iteration} - " + f"Total records fetched: {self.rows_fetched} " + f"does not match the total records available: {self.total_records}" ) else: logger.info( - ( - f"Source: {self.source_full_name} - Iteration {self.iteration} - " - f"Total records fetched: {self.rows_fetched} " - f"matches the total records available: {self.total_records}" - ) + f"Source: {self.source_full_name} - Iteration {self.iteration} - " + f"Total records fetched: {self.rows_fetched} " + f"matches the total records available: {self.total_records}" ) return diff --git a/bizon/source/discover.py b/bizon/source/discover.py index 85d8039..b1bb2c5 100644 --- a/bizon/source/discover.py +++ b/bizon/source/discover.py @@ -4,7 +4,8 @@ import inspect import os import traceback -from typing import Any, List, Mapping, Type +from collections.abc import Mapping +from typing import Any, List, Type from loguru import logger from pydantic import BaseModel @@ -36,7 +37,7 @@ def get_stream_by_name(self, name: str) -> Stream: def find_inherited_classes(file_path): # Open the file and parse its content using ast - with open(file_path, "r") as file: + with open(file_path) as file: tree = ast.parse(file.read()) # List to store classes that inherit from the given class name @@ -79,7 +80,6 @@ def find_all_source_paths(source_dir_name: str = "src") -> Mapping[str, str]: base_dir = os.path.join(BIZON_ABSOLUTE_PATH, "connectors", "sources") for source_name in os.listdir(base_dir): - # First check that it's a dir and contains a dir called src if os.path.isdir(os.path.join(base_dir, source_name)) and os.path.exists( os.path.join(base_dir, source_name, source_dir_name) @@ -131,7 +131,6 @@ def is_source_class_implementing_incremental(source_class: Type[AbstractSource]) def parse_streams_from_filepath(source_name: str, filepath: str, skip_unavailable_sources: bool) -> List[Stream]: - streams = [] # Find all classes that inherit from AbstractSource @@ -141,7 +140,6 @@ def parse_streams_from_filepath(source_name: str, filepath: str, skip_unavailabl # If classes are found for source_class_name in source_classes_name: - # Transform the relative path to a python import path and import the module python_import_path = get_python_import_path(relative_path) logger.debug(f"Importing {python_import_path}") @@ -246,7 +244,6 @@ def get_external_source_class_by_source_and_stream( stream_names = [] for class_name in class_names: - # Extract the module name from the file (remove directory and extension) module_name = os.path.splitext(os.path.basename(filepath))[0] diff --git a/bizon/source/models.py b/bizon/source/models.py index 87536f4..e36f413 100644 --- a/bizon/source/models.py +++ b/bizon/source/models.py @@ -18,7 +18,6 @@ ### /!\ These models Source* will be used in all sources so we better never have to change them !!! class SourceRecord(BaseModel): - id: str = Field(..., description="Unique identifier of the record in the source") data: dict = Field(..., description="JSON payload of the record") diff --git a/bizon/source/session.py b/bizon/source/session.py index a2cd533..378c506 100644 --- a/bizon/source/session.py +++ b/bizon/source/session.py @@ -46,7 +46,6 @@ def call( *args, **kwargs, ) -> requests.Response: - self.headers.update({"content-type": content_type}) try: diff --git a/bizon/source/source.py b/bizon/source/source.py index f49a462..59c0cbb 100644 --- a/bizon/source/source.py +++ b/bizon/source/source.py @@ -5,12 +5,11 @@ from .callback import AbstractSourceCallback, NoOpSourceCallback from .config import SourceConfig -from .models import SourceIncrementalState, SourceIteration, SourceRecord +from .models import SourceIncrementalState, SourceIteration from .session import Session class AbstractSource(ABC): - def __init__(self, config: SourceConfig): self.config = config self.session = self.get_session() @@ -104,3 +103,19 @@ def get_session(self) -> Session: def commit(self): """Commit the records to the source""" pass + + def set_streams_config(self, streams: list) -> None: + """Optional method for sources that support stream routing. + + This method is called by the runner when a top-level 'streams' configuration + is present in the BizonConfig. Sources can override this method to accept + and use stream-based routing instead of legacy configuration. + + Args: + streams: List of StreamConfig objects from BizonConfig.streams + + Example: + For a Kafka source, this method can extract topic-to-destination mappings + from the streams config and override the legacy topic_map. + """ + pass diff --git a/bizon/transform/config.py b/bizon/transform/config.py index 510e38c..268c31e 100644 --- a/bizon/transform/config.py +++ b/bizon/transform/config.py @@ -1,5 +1,3 @@ -from typing import Optional - from pydantic import BaseModel, Field diff --git a/bizon/transform/transform.py b/bizon/transform/transform.py index e41c8c3..47626ce 100644 --- a/bizon/transform/transform.py +++ b/bizon/transform/transform.py @@ -8,7 +8,6 @@ class Transform: - def __init__(self, transforms: list[TransformModel]): self.transforms = transforms @@ -17,12 +16,10 @@ def apply_transforms(self, df_source_records: pl.DataFrame) -> pl.DataFrame: # Process the transformations for transform in self.transforms: - logger.debug(f"Applying transform {transform.label}") # Create a function to be executed in the desired context def my_transform(data: str) -> str: - data = json.loads(data) # Start writing here diff --git a/docs/ai-connector-guide.md b/docs/ai-connector-guide.md new file mode 100644 index 0000000..9738a57 --- /dev/null +++ b/docs/ai-connector-guide.md @@ -0,0 +1,752 @@ +# AI Connector Generation Guide + +This guide enables AI agents to create production-ready Bizon source connectors from arbitrary API documentation. + +## Overview + +A Bizon source connector extracts data from an API and produces `SourceRecord` objects. Each connector consists of: + +``` +bizon/connectors/sources/{source_name}/ +โ”œโ”€โ”€ config/ +โ”‚ โ”œโ”€โ”€ {source_name}.example.yml # Example config for testing +โ”‚ โ””โ”€โ”€ oauth.example.yml # (Optional) Per auth-type examples +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py # Empty file + โ”œโ”€โ”€ config.py # Configuration model (optional, can be in source.py) + โ””โ”€โ”€ source.py # Main implementation +``` + +## Step 1: Extract Information from API Docs + +Before writing code, identify these 7 pieces of information from the API documentation: + +### 1.1 Base URL +- **What to find**: The API's base URL +- **Examples**: `https://api.notion.com/v1`, `https://api.hubspot.com/crm/v3` +- **Look for**: "Base URL", "API endpoint", "Host" + +### 1.2 Authentication Type + +| API Doc Says | Bizon Auth Type | Config | +|--------------|-----------------|--------| +| "API Key in header" | `API_KEY` or `BEARER` | `token`, `auth_header` | +| "Bearer token" | `API_KEY` or `BEARER` | `token` | +| "OAuth 2.0" | `OAUTH` | `client_id`, `client_secret`, `refresh_token`, `token_refresh_endpoint` | +| "Basic auth" | `BASIC` | `username`, `password` | +| "Cookie-based" | `COOKIES` | `cookies` dict | +| "No auth" / Public API | Return `None` | N/A | + +**Decision tree:** +``` +Does API require auth? +โ”œโ”€โ”€ No โ†’ return None from get_authenticator() +โ””โ”€โ”€ Yes โ†’ What kind? + โ”œโ”€โ”€ API Key/Bearer token โ†’ API_KEY or BEARER + โ”œโ”€โ”€ OAuth with refresh tokens โ†’ OAUTH + โ”œโ”€โ”€ Username/password โ†’ BASIC + โ””โ”€โ”€ Session cookies โ†’ COOKIES +``` + +### 1.3 List Endpoint +- **What to find**: The endpoint that returns a list of records +- **Examples**: `GET /users`, `GET /contacts`, `POST /databases/{id}/query` +- **Look for**: "List all", "Get all", "Query", endpoints returning arrays + +### 1.4 Pagination Pattern + +| API Response Contains | Pattern | Implementation | +|----------------------|---------|----------------| +| `next_cursor` / `cursor` / `start_cursor` | **Cursor-based** | Pass cursor as param on next request | +| `next` URL | **URL-based** | Use URL directly for next request | +| `offset` + `limit` / `total` | **Offset-based** | Increment offset by limit each request | +| `page` number | **Page-based** | Increment page number | +| Nothing / single response | **None** | Return empty `next_pagination` | + +**How to detect end of pagination:** +- `has_more: false` +- `next_cursor: null` +- `next: null` +- Empty `results` array +- `offset >= total` + +### 1.5 Response Structure +- **What to find**: Where records are in the JSON response +- **Common keys**: `data`, `results`, `items`, `records`, `objects` +- **Example**: `{"results": [...], "has_more": true}` โ†’ records are in `results` + +### 1.6 Record ID Field +- **What to find**: The unique identifier for each record +- **Common fields**: `id`, `uuid`, `_id`, `name`, `key` +- **Example**: If records have `{"id": "123", "name": "John"}` โ†’ use `id` + +### 1.7 Rate Limits +- **What to find**: Requests per second/minute, retry behavior +- **Look for**: "Rate limits", "Throttling", "429 responses" +- **Default if not specified**: 10 retries, exponential backoff, retry on 429/500/502/503/504 + +## Step 2: Generate Connector Code + +### Template: config.py (Optional - can be in source.py) + +```python +from enum import Enum +from typing import List, Optional, Any, Dict +from pydantic import Field +from bizon.source.config import SourceConfig + + +# Define available streams (one per resource type) +class {{SOURCE_NAME}}Streams(str, Enum): + {{STREAM_NAME}} = "{{stream_name}}" + # Add more streams as needed + + +class {{SOURCE_NAME}}SourceConfig(SourceConfig): + stream: {{SOURCE_NAME}}Streams + + # Add source-specific config options + # Example: page_size for pagination + page_size: int = Field( + default={{DEFAULT_PAGE_SIZE}}, # Use API's default or max + ge=1, + le={{MAX_PAGE_SIZE}}, + description="Number of results per page" + ) + + # Example: additional IDs to filter + # resource_ids: List[str] = Field( + # default_factory=list, + # description="List of resource IDs to fetch" + # ) +``` + +### Template: source.py + +```python +from typing import Any, List, Optional, Tuple + +from requests import Session +from requests.adapters import HTTPAdapter +from requests.auth import AuthBase +from urllib3.util.retry import Retry + +from bizon.source.auth.builder import AuthBuilder +from bizon.source.auth.config import AuthType +from bizon.source.config import SourceConfig +from bizon.source.models import SourceIteration, SourceRecord +from bizon.source.source import AbstractSource + +# If config is in separate file: +# from .config import {{SOURCE_NAME}}SourceConfig, {{SOURCE_NAME}}Streams + +# ============================================================ +# CONFIGURATION (can be in separate config.py) +# ============================================================ + +from enum import Enum +from pydantic import Field + +class {{SOURCE_NAME}}Streams(str, Enum): + {{STREAM_NAME}} = "{{stream_name}}" + +class {{SOURCE_NAME}}SourceConfig(SourceConfig): + stream: {{SOURCE_NAME}}Streams + page_size: int = Field(default={{DEFAULT_PAGE_SIZE}}, ge=1, le={{MAX_PAGE_SIZE}}) + +# ============================================================ +# CONSTANTS +# ============================================================ + +BASE_URL = "{{BASE_URL}}" + +# ============================================================ +# SOURCE IMPLEMENTATION +# ============================================================ + +class {{SOURCE_NAME}}Source(AbstractSource): + + def __init__(self, config: {{SOURCE_NAME}}SourceConfig): + super().__init__(config) + self.config: {{SOURCE_NAME}}SourceConfig = config + + # ---------------------------------------------------------- + # SESSION CONFIGURATION (Rate limiting & retries) + # ---------------------------------------------------------- + + def get_session(self) -> Session: + """Configure session with retry logic and custom headers.""" + session = Session() + + # Retry configuration + retries = Retry( + total={{RETRY_COUNT}}, # Number of retries (10-50 typical) + backoff_factor={{BACKOFF_FACTOR}}, # Exponential backoff (1-2 typical) + status_forcelist=[429, 500, 502, 503, 504], + allowed_methods=["GET", "POST"], + respect_retry_after_header=True, # Honor Retry-After header + ) + session.mount("https://", HTTPAdapter(max_retries=retries)) + + # Custom headers (if API requires) + # session.headers.update({ + # "{{CUSTOM_HEADER}}": "{{HEADER_VALUE}}", + # }) + + return session + + # ---------------------------------------------------------- + # AUTHENTICATION + # ---------------------------------------------------------- + + def get_authenticator(self) -> AuthBase: + """Return the appropriate authenticator based on config.""" + # OPTION 1: No authentication (public API) + # return None + + # OPTION 2: API Key / Bearer token + if self.config.authentication.type in [AuthType.API_KEY, AuthType.BEARER]: + return AuthBuilder.token(params=self.config.authentication.params) + + # OPTION 3: OAuth 2.0 + # if self.config.authentication.type == AuthType.OAUTH: + # return AuthBuilder.oauth2(params=self.config.authentication.params) + + # OPTION 4: Basic auth + # if self.config.authentication.type == AuthType.BASIC: + # return AuthBuilder.basic(params=self.config.authentication.params) + + return None + + # ---------------------------------------------------------- + # REQUIRED STATIC METHODS + # ---------------------------------------------------------- + + @staticmethod + def streams() -> List[str]: + """Return list of available stream names.""" + return [item.value for item in {{SOURCE_NAME}}Streams] + + @staticmethod + def get_config_class() -> SourceConfig: + """Return the config class for this source.""" + return {{SOURCE_NAME}}SourceConfig + + # ---------------------------------------------------------- + # CONNECTION CHECK + # ---------------------------------------------------------- + + def check_connection(self) -> Tuple[bool, Optional[Any]]: + """Test API connectivity. Return (success, error_message).""" + try: + # Make a simple API call to verify connectivity + response = self.session.get(f"{BASE_URL}/{{TEST_ENDPOINT}}") + response.raise_for_status() + return True, None + except Exception as e: + return False, str(e) + + def get_total_records_count(self) -> Optional[int]: + """Return total record count if API provides it, else None.""" + # If API returns total count in list response: + # response = self.session.get(f"{BASE_URL}/{{STREAM_ENDPOINT}}") + # return response.json().get("total") + return None + + # ---------------------------------------------------------- + # DATA FETCHING + # ---------------------------------------------------------- + + def get_{{stream_name}}(self, pagination: dict = None) -> SourceIteration: + """Fetch {{stream_name}} records with pagination.""" + + # Build request URL/params + url = f"{BASE_URL}/{{STREAM_ENDPOINT}}" + params = {"{{PAGE_SIZE_PARAM}}": self.config.page_size} + + # PAGINATION PATTERN 1: Cursor-based + if pagination and pagination.get("{{CURSOR_KEY}}"): + params["{{CURSOR_PARAM}}"] = pagination["{{CURSOR_KEY}}"] + + # PAGINATION PATTERN 2: URL-based + # if pagination and pagination.get("next"): + # url = pagination["next"] + # params = {} # URL already has params + + # PAGINATION PATTERN 3: Offset-based + # offset = pagination.get("offset", 0) if pagination else 0 + # params["offset"] = offset + # params["limit"] = self.config.page_size + + # Make request + response = self.session.get(url, params=params) + response.raise_for_status() + data = response.json() + + # Extract records from response + records = [ + SourceRecord( + id=record["{{RECORD_ID_FIELD}}"], + data=record, + ) + for record in data.get("{{RESULTS_KEY}}", []) + ] + + # Determine next pagination + # CURSOR-BASED: + if data.get("{{HAS_MORE_KEY}}"): + next_pagination = {"{{CURSOR_KEY}}": data.get("{{NEXT_CURSOR_KEY}}")} + else: + next_pagination = {} + + # URL-BASED: + # next_pagination = {"next": data.get("next")} if data.get("next") else {} + + # OFFSET-BASED: + # if offset + len(records) < data.get("total", 0): + # next_pagination = {"offset": offset + self.config.page_size} + # else: + # next_pagination = {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ---------------------------------------------------------- + # MAIN DISPATCH + # ---------------------------------------------------------- + + def get(self, pagination: dict = None) -> SourceIteration: + """Main entry point - dispatch to stream-specific method.""" + if self.config.stream == {{SOURCE_NAME}}Streams.{{STREAM_NAME}}: + return self.get_{{stream_name}}(pagination) + + raise NotImplementedError(f"Stream {self.config.stream} not implemented") +``` + +### Template: Example YAML Config + +```yaml +name: {{source_name}}_to_destination + +source: + name: {{source_name}} + stream: {{stream_name}} + authentication: + type: {{auth_type}} # api_key, bearer, oauth, basic, or remove if no auth + params: + token: "YOUR_API_TOKEN" + # For oauth: + # client_id: "YOUR_CLIENT_ID" + # client_secret: "YOUR_CLIENT_SECRET" + # refresh_token: "YOUR_REFRESH_TOKEN" + # token_refresh_endpoint: "https://api.example.com/oauth/token" + +destination: + name: logger # For testing + config: + dummy: bizon + +engine: + backend: + type: sqlite_in_memory + config: + database: not_used + schema: not_used +``` + +## Step 3: Common Patterns Reference + +### Pattern A: Cursor-based Pagination (Most Common) + +```python +def get_records(self, pagination: dict = None) -> SourceIteration: + params = {"page_size": self.config.page_size} + + if pagination and pagination.get("cursor"): + params["cursor"] = pagination["cursor"] + + response = self.session.get(f"{BASE_URL}/records", params=params) + data = response.json() + + records = [SourceRecord(id=r["id"], data=r) for r in data["results"]] + + next_pagination = {"cursor": data["next_cursor"]} if data.get("has_more") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) +``` + +### Pattern B: URL-based Pagination + +```python +def get_records(self, pagination: dict = None) -> SourceIteration: + url = pagination.get("next") if pagination else f"{BASE_URL}/records" + + response = self.session.get(url) + data = response.json() + + records = [SourceRecord(id=r["id"], data=r) for r in data["results"]] + + next_pagination = {"next": data["next"]} if data.get("next") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) +``` + +### Pattern C: Offset-based Pagination + +```python +def get_records(self, pagination: dict = None) -> SourceIteration: + offset = pagination.get("offset", 0) if pagination else 0 + + response = self.session.get( + f"{BASE_URL}/records", + params={"offset": offset, "limit": self.config.page_size} + ) + data = response.json() + + records = [SourceRecord(id=r["id"], data=r) for r in data["results"]] + + if offset + len(records) < data.get("total", 0): + next_pagination = {"offset": offset + self.config.page_size} + else: + next_pagination = {} + + return SourceIteration(records=records, next_pagination=next_pagination) +``` + +### Pattern D: No Pagination (Single Response) + +```python +def get_records(self, pagination: dict = None) -> SourceIteration: + response = self.session.get(f"{BASE_URL}/records") + data = response.json() + + records = [SourceRecord(id=r["id"], data=r) for r in data["results"]] + + return SourceIteration(records=records, next_pagination={}) +``` + +### Pattern E: POST-based Queries (e.g., GraphQL, Notion) + +```python +def get_records(self, pagination: dict = None) -> SourceIteration: + payload = {"page_size": self.config.page_size} + + if pagination and pagination.get("cursor"): + payload["start_cursor"] = pagination["cursor"] + + response = self.session.post(f"{BASE_URL}/query", json=payload) + data = response.json() + + records = [SourceRecord(id=r["id"], data=r) for r in data["results"]] + + next_pagination = {"cursor": data["next_cursor"]} if data.get("has_more") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) +``` + +## Step 4: Validation Checklist + +After generating the connector, verify: + +### Code Structure +- [ ] `__init__.py` exists and is empty +- [ ] Config class extends `SourceConfig` +- [ ] Source class extends `AbstractSource` +- [ ] All required methods implemented: `streams()`, `get_config_class()`, `get_authenticator()`, `check_connection()`, `get_total_records_count()`, `get()` + +### Pagination +- [ ] `next_pagination` returns empty dict `{}` when no more pages +- [ ] Pagination state is correctly passed and used +- [ ] End condition properly detected + +### Records +- [ ] Each record has a unique `id` field +- [ ] `data` contains the full record as a dict +- [ ] Records are extracted from correct response key + +### Error Handling +- [ ] `check_connection()` returns `(True, None)` on success, `(False, error_msg)` on failure +- [ ] HTTP errors are handled (via session retries or explicit try/catch) +- [ ] Rate limiting is configured with appropriate retries + +### Testing +- [ ] `uv run pytest` passes +- [ ] Manual test with `uv run bizon run config.yml` works +- [ ] Pagination exhausts all records correctly + +## Step 5: Generate Example Config Files + +Create example YAML config files in the `config/` directory to help users get started quickly. + +### File Naming Conventions + +| Pattern | When to Use | +|---------|-------------| +| `{source_name}.example.yml` | Default example (most common auth type) | +| `api_key.example.yml` | When API Key auth is primary method | +| `oauth.example.yml` | When OAuth is available | +| `{source_name}_{stream}_to_logger.example.yml` | Stream-specific examples | + +### Placeholder Conventions + +| Placeholder Style | When to Use | Example | +|-------------------|-------------|---------| +| `` | Required user input | `` | +| `` | Alternative style | `` | +| `secret_xxx...xxx` | Token format hint | `secret_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx` | +| `xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx` | UUID format hint | For database IDs, page IDs | +| Actual example values | Non-sensitive defaults | `page_size: 100` | + +### Template: API Key Authentication + +```yaml +# {{SOURCE_DISPLAY_NAME}} Source Configuration +# Authentication: API Key +# +# To get your API key: +# 1. Go to {{API_KEY_INSTRUCTIONS_URL}} +# 2. {{STEP_BY_STEP_INSTRUCTIONS}} + +name: {{source_name}}_{{stream_name}}_to_logger + +source: + name: {{source_name}} + stream: {{stream_name}} # Options: {{AVAILABLE_STREAMS}} + authentication: + type: api_key + params: + token: + + # Source-specific options (uncomment and modify as needed) + # page_size: {{DEFAULT_PAGE_SIZE}} + +destination: + name: logger # Use 'logger' for testing, prints records to console + config: + dummy: bizon + +# Optional: Use in-memory backend for testing (no persistence) +# engine: +# backend: +# type: sqlite_in_memory +# config: +# database: not_used +# schema: not_used +``` + +### Template: OAuth Authentication + +```yaml +# {{SOURCE_DISPLAY_NAME}} Source Configuration +# Authentication: OAuth 2.0 +# +# To set up OAuth: +# 1. Create an app at {{OAUTH_APP_URL}} +# 2. Configure redirect URI: {{REDIRECT_URI}} +# 3. Complete OAuth flow to get refresh token + +name: {{source_name}}_{{stream_name}}_to_logger + +source: + name: {{source_name}} + stream: {{stream_name}} # Options: {{AVAILABLE_STREAMS}} + authentication: + type: oauth + params: + token_refresh_endpoint: {{TOKEN_REFRESH_ENDPOINT}} + client_id: + client_secret: + refresh_token: + + # Source-specific options + # page_size: {{DEFAULT_PAGE_SIZE}} + +destination: + name: logger + config: + dummy: bizon +``` + +### Template: No Authentication (Public API) + +```yaml +# {{SOURCE_DISPLAY_NAME}} Source Configuration +# Public API - No authentication required + +name: {{source_name}}_{{stream_name}}_to_logger + +source: + name: {{source_name}} + stream: {{stream_name}} # Options: {{AVAILABLE_STREAMS}} + + # Source-specific options + # page_size: {{DEFAULT_PAGE_SIZE}} + +destination: + name: logger + config: + dummy: bizon +``` + +### Template: With Resource IDs (Notion-style) + +```yaml +# {{SOURCE_DISPLAY_NAME}} Source Configuration +# Fetches data from specific resources + +name: {{source_name}}_{{stream_name}}_to_logger + +source: + name: {{source_name}} + stream: {{stream_name}} + authentication: + type: api_key + params: + token: + + # List of resource IDs to fetch + # Find the ID in the URL: {{URL_PATTERN_TO_FIND_ID}} + {{resource_ids_field}}: + - "xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx" + - "yyyyyyyy-yyyy-yyyy-yyyy-yyyyyyyyyyyy" + + # Optional settings + page_size: {{DEFAULT_PAGE_SIZE}} + +destination: + name: logger + config: + dummy: bizon +``` + +### Template: Production Config (BigQuery destination) + +```yaml +# {{SOURCE_DISPLAY_NAME}} to BigQuery +# Production configuration example + +name: {{source_name}}_{{stream_name}}_to_bigquery + +source: + name: {{source_name}} + stream: {{stream_name}} + authentication: + type: api_key + params: + token: # Or use env var: BIZON_ENV_{{SOURCE_NAME_UPPER}}_TOKEN + +destination: + name: bigquery + config: + project_id: + dataset_id: {{source_name}}_data + dataset_location: US + +engine: + backend: + type: bigquery + database: + schema: bizon_state + syncCursorInDBEvery: 10 +``` + +### Config Placeholders Reference + +| Placeholder | Description | Example | +|-------------|-------------|---------| +| `{{SOURCE_DISPLAY_NAME}}` | Human-readable name | `Notion`, `HubSpot`, `Stripe` | +| `{{source_name}}` | snake_case connector name | `notion`, `hubspot`, `stripe` | +| `{{stream_name}}` | Stream to sync | `users`, `contacts`, `pages` | +| `{{AVAILABLE_STREAMS}}` | Comma-separated list | `users, databases, pages, blocks` | +| `{{DEFAULT_PAGE_SIZE}}` | API's recommended page size | `100` | +| `{{API_KEY_INSTRUCTIONS_URL}}` | Where to get API key | `https://www.notion.so/my-integrations` | +| `{{TOKEN_REFRESH_ENDPOINT}}` | OAuth token endpoint | `https://api.hubspot.com/oauth/v1/token` | +| `{{resource_ids_field}}` | Field name for IDs | `database_ids`, `workspace_ids` | +| `{{SOURCE_NAME_UPPER}}` | UPPER_CASE for env vars | `NOTION`, `HUBSPOT` | + +## Example: Minimal Connector (PokeAPI Style) + +A complete minimal connector for a public API without authentication: + +```python +# bizon/connectors/sources/example_api/src/source.py + +from enum import Enum +from typing import Any, List, Optional, Tuple +from pydantic import Field +from requests.auth import AuthBase +from bizon.source.config import SourceConfig +from bizon.source.models import SourceIteration, SourceRecord +from bizon.source.source import AbstractSource + +BASE_URL = "https://api.example.com" + +class ExampleStreams(str, Enum): + USERS = "users" + +class ExampleSourceConfig(SourceConfig): + stream: ExampleStreams + +class ExampleSource(AbstractSource): + def __init__(self, config: ExampleSourceConfig): + super().__init__(config) + self.config: ExampleSourceConfig = config + + @staticmethod + def streams() -> List[str]: + return [item.value for item in ExampleStreams] + + @staticmethod + def get_config_class() -> SourceConfig: + return ExampleSourceConfig + + def get_authenticator(self) -> AuthBase: + return None # Public API + + def check_connection(self) -> Tuple[bool, Optional[Any]]: + try: + self.session.get(f"{BASE_URL}/users").raise_for_status() + return True, None + except Exception as e: + return False, str(e) + + def get_total_records_count(self) -> Optional[int]: + return None + + def get(self, pagination: dict = None) -> SourceIteration: + url = pagination.get("next") if pagination else f"{BASE_URL}/users" + response = self.session.get(url) + data = response.json() + + records = [SourceRecord(id=r["id"], data=r) for r in data["results"]] + next_pagination = {"next": data["next"]} if data.get("next") else {} + + return SourceIteration(records=records, next_pagination=next_pagination) +``` + +## Placeholders Reference + +When generating code, replace these placeholders: + +| Placeholder | Description | Example | +|-------------|-------------|---------| +| `{{SOURCE_NAME}}` | PascalCase source name | `HubSpot`, `Notion`, `Stripe` | +| `{{source_name}}` | snake_case source name | `hubspot`, `notion`, `stripe` | +| `{{STREAM_NAME}}` | UPPER_CASE stream name | `CONTACTS`, `USERS`, `ORDERS` | +| `{{stream_name}}` | snake_case stream name | `contacts`, `users`, `orders` | +| `{{BASE_URL}}` | API base URL | `https://api.notion.com/v1` | +| `{{TEST_ENDPOINT}}` | Endpoint for connection test | `users`, `me`, `ping` | +| `{{STREAM_ENDPOINT}}` | Endpoint for the stream | `users`, `contacts` | +| `{{RETRY_COUNT}}` | Number of retries | `10` | +| `{{BACKOFF_FACTOR}}` | Backoff multiplier | `2` | +| `{{DEFAULT_PAGE_SIZE}}` | Default page size | `100` | +| `{{MAX_PAGE_SIZE}}` | Max allowed page size | `100` | +| `{{PAGE_SIZE_PARAM}}` | Param name for page size | `page_size`, `limit`, `per_page` | +| `{{CURSOR_PARAM}}` | Param name for cursor | `cursor`, `start_cursor`, `after` | +| `{{CURSOR_KEY}}` | Key in pagination dict | `cursor`, `start_cursor` | +| `{{NEXT_CURSOR_KEY}}` | Response key for next cursor | `next_cursor`, `cursor` | +| `{{HAS_MORE_KEY}}` | Response key for has_more | `has_more`, `hasMore` | +| `{{RESULTS_KEY}}` | Response key for results array | `results`, `data`, `items` | +| `{{RECORD_ID_FIELD}}` | Field name for record ID | `id`, `uuid`, `name` | +| `{{CUSTOM_HEADER}}` | Custom header name | `X-API-Version`, `Notion-Version` | +| `{{HEADER_VALUE}}` | Custom header value | `2024-01-01` | +| `{{auth_type}}` | Auth type in YAML | `api_key`, `bearer`, `oauth` | diff --git a/docs/ai-destination-guide.md b/docs/ai-destination-guide.md new file mode 100644 index 0000000..83c00aa --- /dev/null +++ b/docs/ai-destination-guide.md @@ -0,0 +1,279 @@ +# AI Destination Generation Guide + +This guide enables AI agents to create production-ready Bizon destination connectors. + +## Overview + +A Bizon destination receives Polars DataFrames and writes them to a target system. Each connector consists of: + +``` +bizon/connectors/destinations/{dest_name}/ +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py # Empty file + โ”œโ”€โ”€ config.py # Configuration models + โ””โ”€โ”€ destination.py # Main implementation +``` + +**Key difference from sources**: Destinations require **manual registration in 3 files**. + +## Step 1: Understand the Target System + +Before writing code, identify: + +| Information | Purpose | Example | +|-------------|---------|---------| +| Connection params | Config fields | host, port, credentials | +| Write method | Implementation | batch insert, streaming, file upload | +| Error handling | Retry logic | transient vs permanent failures | +| Batch optimization | Buffer settings | optimal batch size | + +## Step 2: Generate Config + +### Template: config.py + +```python +from typing import Literal, Optional +from pydantic import Field +from bizon.destination.config import ( + AbstractDestinationConfig, + AbstractDestinationDetailsConfig, + DestinationTypes, +) + + +class {{DEST_NAME}}DestinationConfig(AbstractDestinationDetailsConfig): + """Configuration for {{dest_name}} destination. + + Inherits from AbstractDestinationDetailsConfig: + - buffer_size: int (default 50 MB) + - buffer_flush_timeout: int (default 600 seconds) + - max_concurrent_threads: int (default 10) + """ + + # Connection settings + {{CONNECTION_FIELD}}: str = Field(..., description="{{CONNECTION_DESCRIPTION}}") + + # Optional settings + {{OPTIONAL_FIELD}}: Optional[str] = Field(None, description="{{OPTIONAL_DESCRIPTION}}") + + +class {{DEST_NAME}}Config(AbstractDestinationConfig): + name: Literal[DestinationTypes.{{DEST_ENUM}}] + alias: str = "{{dest_alias}}" + config: {{DEST_NAME}}DestinationConfig +``` + +## Step 3: Generate Destination + +### Template: destination.py + +```python +from typing import Tuple, Union + +import polars as pl +from loguru import logger + +from bizon.common.models import SyncMetadata +from bizon.destination.destination import AbstractDestination +from bizon.engine.backend.backend import AbstractBackend +from bizon.monitoring.monitor import AbstractMonitor +from bizon.source.callback import AbstractSourceCallback + +from .config import {{DEST_NAME}}DestinationConfig + + +class {{DEST_NAME}}Destination(AbstractDestination): + def __init__( + self, + sync_metadata: SyncMetadata, + config: {{DEST_NAME}}DestinationConfig, + backend: AbstractBackend, + source_callback: AbstractSourceCallback, + monitor: AbstractMonitor, + ): + super().__init__( + sync_metadata=sync_metadata, + config=config, + backend=backend, + source_callback=source_callback, + monitor=monitor, + ) + # Initialize client/connection + self.client = self._create_client() + + def _create_client(self): + """Initialize connection to destination.""" + # Implementation specific + pass + + def check_connection(self) -> bool: + """Test connectivity to destination.""" + try: + # Test connection + return True + except Exception as e: + logger.error(f"Connection check failed: {e}") + return False + + def write_records( + self, df_destination_records: pl.DataFrame + ) -> Tuple[bool, Union[str, None]]: + """ + Write records to destination. + + Args: + df_destination_records: DataFrame with columns: + - bizon_id: str (unique record ID) + - bizon_extracted_at: datetime + - bizon_loaded_at: datetime + - source_data: str (JSON string of record) + - source_record_id: str + + Returns: + Tuple of (success: bool, error_message: str or None) + """ + try: + for record in df_destination_records.iter_rows(named=True): + # record["source_data"] contains JSON payload + # Parse with: orjson.loads(record["source_data"]) + pass + + logger.info(f"Wrote {df_destination_records.height} records") + return True, None + + except Exception as e: + return False, str(e) + + def finalize(self) -> bool: + """Optional: Called after all records written.""" + return True +``` + +## Step 4: Register in 3 Places (CRITICAL) + +### 4.1 DestinationTypes Enum + +**File**: `bizon/destination/config.py` + +```python +class DestinationTypes(str, Enum): + BIGQUERY = "bigquery" + BIGQUERY_STREAMING = "bigquery_streaming" + BIGQUERY_STREAMING_V2 = "bigquery_streaming_v2" + LOGGER = "logger" + FILE = "file" + {{DEST_ENUM}} = "{{dest_name}}" # <-- ADD +``` + +### 4.2 BizonConfig Union + +**File**: `bizon/common/models.py` + +```python +# Add import at top of file +from bizon.connectors.destinations.{{dest_name}}.src.config import {{DEST_NAME}}Config + +# Add to Union around line 108 +destination: Union[ + BigQueryConfig, + BigQueryStreamingConfig, + BigQueryStreamingV2Config, + LoggerConfig, + FileDestinationConfig, + {{DEST_NAME}}Config, # <-- ADD +] = Field( + description="Destination configuration", + discriminator="name", + default=..., +) +``` + +### 4.3 DestinationFactory + +**File**: `bizon/destination/destination.py` + +```python +# Add elif branch in get_destination() method around line 290 +elif config.name == DestinationTypes.{{DEST_ENUM}}: + from bizon.connectors.destinations.{{dest_name}}.src.destination import ( + {{DEST_NAME}}Destination, + ) + + return {{DEST_NAME}}Destination( + sync_metadata=sync_metadata, + config=config.config, + backend=backend, + source_callback=source_callback, + monitor=monitor, + ) +``` + +## Placeholder Reference + +| Placeholder | Format | Example | +|-------------|--------|---------| +| `{{DEST_NAME}}` | PascalCase | `Postgres`, `S3`, `Snowflake` | +| `{{dest_name}}` | snake_case | `postgres`, `s3`, `snowflake` | +| `{{DEST_ENUM}}` | UPPER_SNAKE | `POSTGRES`, `S3`, `SNOWFLAKE` | +| `{{dest_alias}}` | lowercase | `postgres`, `s3`, `snowflake` | + +## Example YAML Config + +```yaml +name: source_to_{{dest_name}} + +source: + name: dummy + stream: creatures + authentication: + type: api_key + params: + token: test + +destination: + name: {{dest_name}} + config: + {{connection_field}}: "{{connection_value}}" +``` + +## Validation Checklist + +### Config Validation +- [ ] `__init__.py` exists in `src/` +- [ ] Details config extends `AbstractDestinationDetailsConfig` +- [ ] Main config extends `AbstractDestinationConfig` +- [ ] `Literal[DestinationTypes.X]` matches enum exactly +- [ ] All required fields have descriptions + +### Implementation Validation +- [ ] Destination extends `AbstractDestination` +- [ ] `check_connection()` returns `bool` +- [ ] `write_records()` returns `Tuple[bool, str|None]` +- [ ] Errors are logged and returned, not raised + +### Registration Validation +- [ ] Added to `DestinationTypes` enum in `bizon/destination/config.py` +- [ ] Added to `BizonConfig.destination` Union in `bizon/common/models.py` +- [ ] Added to `DestinationFactory.get_destination()` in `bizon/destination/destination.py` +- [ ] All 3 use identical name string + +### Final Validation +```bash +# Format all files +uv run ruff format bizon/connectors/destinations/{{dest_name}} +uv run ruff format bizon/destination/config.py +uv run ruff format bizon/common/models.py +uv run ruff format bizon/destination/destination.py + +# Run tests +uv run pytest tests/ -v +``` + +## Reference Implementations + +| Complexity | Connector | Key Pattern | +|------------|-----------|-------------| +| Minimal | `logger/` | 40 lines, just logs records | +| Simple | `file/` | File writes with format handling | +| Complex | `bigquery/` | Schema management, batch loading | +| Streaming | `bigquery_streaming/` | Real-time inserts with buffering | diff --git a/docs/contributing/adding-destinations.md b/docs/contributing/adding-destinations.md new file mode 100644 index 0000000..8c0f8d2 --- /dev/null +++ b/docs/contributing/adding-destinations.md @@ -0,0 +1,206 @@ +# Adding a New Destination Connector + +Destinations receive Polars DataFrames and write them to target systems. Unlike sources, destinations require **manual registration in 3 places**. + +## Directory Structure + +``` +bizon/connectors/destinations/{dest_name}/ +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py # Empty file (required) + โ”œโ”€โ”€ config.py # Configuration classes + โ””โ”€โ”€ destination.py # Main implementation +``` + +## Required Methods + +| Method | Return Type | Description | +|--------|-------------|-------------| +| `check_connection()` | `bool` | Test connectivity | +| `write_records(df)` | `Tuple[bool, str\|None]` | Write DataFrame, return success + error | +| `finalize()` | `bool` | Optional cleanup after all writes | + +## Step 1: Create Config + +```python +# bizon/connectors/destinations/mydest/src/config.py +from typing import Literal +from pydantic import Field +from bizon.destination.config import ( + AbstractDestinationConfig, + AbstractDestinationDetailsConfig, + DestinationTypes, +) + + +class MyDestDetailsConfig(AbstractDestinationDetailsConfig): + """Connection settings for MyDest.""" + connection_string: str = Field(..., description="Connection string") + table_name: str = Field(..., description="Target table") + + +class MyDestConfig(AbstractDestinationConfig): + name: Literal[DestinationTypes.MY_DEST] # Must match enum exactly + alias: str = "mydest" + config: MyDestDetailsConfig +``` + +## Step 2: Implement Destination + +```python +# bizon/connectors/destinations/mydest/src/destination.py +from typing import Tuple, Union +import polars as pl +from loguru import logger + +from bizon.common.models import SyncMetadata +from bizon.destination.destination import AbstractDestination +from bizon.engine.backend.backend import AbstractBackend +from bizon.monitoring.monitor import AbstractMonitor +from bizon.source.callback import AbstractSourceCallback + +from .config import MyDestDetailsConfig + + +class MyDestDestination(AbstractDestination): + def __init__( + self, + sync_metadata: SyncMetadata, + config: MyDestDetailsConfig, + backend: AbstractBackend, + source_callback: AbstractSourceCallback, + monitor: AbstractMonitor, + ): + super().__init__( + sync_metadata=sync_metadata, + config=config, + backend=backend, + source_callback=source_callback, + monitor=monitor, + ) + # Initialize client here if needed + + def check_connection(self) -> bool: + # Test connectivity + return True + + def write_records( + self, df_destination_records: pl.DataFrame + ) -> Tuple[bool, Union[str, None]]: + """ + Write records to destination. + + DataFrame columns: + - bizon_id: str (unique record ID) + - bizon_extracted_at: datetime + - bizon_loaded_at: datetime + - source_data: str (JSON string of record) + - source_record_id: str + """ + try: + for record in df_destination_records.iter_rows(named=True): + # record["source_data"] contains the JSON payload + pass + + logger.info(f"Wrote {df_destination_records.height} records") + return True, None + except Exception as e: + return False, str(e) + + def finalize(self) -> bool: + # Optional: cleanup after all writes complete + return True +``` + +## Step 3: Register in 3 Places + +### 3.1 Add to DestinationTypes Enum + +**File**: `bizon/destination/config.py` + +```python +class DestinationTypes(str, Enum): + BIGQUERY = "bigquery" + BIGQUERY_STREAMING = "bigquery_streaming" + BIGQUERY_STREAMING_V2 = "bigquery_streaming_v2" + LOGGER = "logger" + FILE = "file" + MY_DEST = "mydest" # <-- ADD THIS +``` + +### 3.2 Add to BizonConfig Union + +**File**: `bizon/common/models.py` + +```python +# Add import at top +from bizon.connectors.destinations.mydest.src.config import MyDestConfig + +# Add to Union (around line 108) +destination: Union[ + BigQueryConfig, + BigQueryStreamingConfig, + BigQueryStreamingV2Config, + LoggerConfig, + FileDestinationConfig, + MyDestConfig, # <-- ADD THIS +] = Field( + description="Destination configuration", + discriminator="name", + default=..., +) +``` + +### 3.3 Add to DestinationFactory + +**File**: `bizon/destination/destination.py` + +```python +# Add elif branch in get_destination() method (around line 290) +elif config.name == DestinationTypes.MY_DEST: + from bizon.connectors.destinations.mydest.src.destination import ( + MyDestDestination, + ) + + return MyDestDestination( + sync_metadata=sync_metadata, + config=config.config, + backend=backend, + source_callback=source_callback, + monitor=monitor, + ) +``` + +## Verification + +```bash +# Format all modified files +uv run ruff format bizon/connectors/destinations/mydest +uv run ruff format bizon/destination/config.py +uv run ruff format bizon/common/models.py +uv run ruff format bizon/destination/destination.py + +# Run tests +uv run pytest tests/connectors/destinations/mydest -v +``` + +## Registration Checklist + +Before submitting: + +- [ ] `src/__init__.py` exists (can be empty) +- [ ] Details config extends `AbstractDestinationDetailsConfig` +- [ ] Main config extends `AbstractDestinationConfig` +- [ ] `Literal[DestinationTypes.X]` matches enum exactly +- [ ] Destination extends `AbstractDestination` +- [ ] **Registered in `DestinationTypes` enum** +- [ ] **Registered in `BizonConfig.destination` Union** +- [ ] **Registered in `DestinationFactory.get_destination()`** +- [ ] All 3 registrations use the same name string +- [ ] Tests pass + +## Reference + +See existing implementations: +- Simple: `bizon/connectors/destinations/logger/` (~40 lines) +- Complex: `bizon/connectors/destinations/bigquery/` (batch loading with schema management) diff --git a/docs/contributing/adding-sources.md b/docs/contributing/adding-sources.md new file mode 100644 index 0000000..2deff1c --- /dev/null +++ b/docs/contributing/adding-sources.md @@ -0,0 +1,162 @@ +# Adding a New Source Connector + +Sources extract data from APIs and produce `SourceRecord` objects. Bizon **auto-discovers** sources via AST parsing - no registration needed! + +## Directory Structure + +``` +bizon/connectors/sources/{source_name}/ +โ”œโ”€โ”€ config/ +โ”‚ โ””โ”€โ”€ {source_name}.example.yml # Example config for testing +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py # Empty file (required) + โ”œโ”€โ”€ config.py # Optional: separate config classes + โ””โ”€โ”€ source.py # Main implementation +``` + +## Required Methods + +| Method | Return Type | Description | +|--------|-------------|-------------| +| `streams()` | `List[str]` | Available stream names | +| `get_config_class()` | `SourceConfig` | Config class for this source | +| `get_authenticator()` | `AuthBase` or `None` | Auth handler | +| `check_connection()` | `Tuple[bool, str\|None]` | Test connectivity | +| `get_total_records_count()` | `int\|None` | Total records (optional) | +| `get(pagination)` | `SourceIteration` | Fetch records | + +## Minimal Example + +```python +# bizon/connectors/sources/myapi/src/source.py +from typing import List, Tuple +from requests.auth import AuthBase + +from bizon.source.auth.builder import AuthBuilder +from bizon.source.auth.authenticators.token import TokenAuthParams +from bizon.source.auth.config import AuthConfig, AuthType +from bizon.source.config import SourceConfig +from bizon.source.models import SourceIteration, SourceRecord +from bizon.source.source import AbstractSource + + +class MyApiSourceConfig(SourceConfig): + # stream is inherited from SourceConfig + pass + + +class MyApiSource(AbstractSource): + def __init__(self, config: MyApiSourceConfig): + super().__init__(config) + self.config = config + + @staticmethod + def streams() -> List[str]: + return ["users", "orders"] + + @staticmethod + def get_config_class() -> SourceConfig: + return MyApiSourceConfig + + def get_authenticator(self) -> AuthBase: + return AuthBuilder.token( + params=TokenAuthParams(token=self.config.authentication.params.token) + ) + + def check_connection(self) -> Tuple[bool, str | None]: + # Test API connectivity + return True, None + + def get_total_records_count(self) -> int | None: + return None # Unknown + + def get(self, pagination: dict = None) -> SourceIteration: + # Fetch from API + cursor = pagination.get("cursor") if pagination else None + + # Make API call (implement your logic here) + response = self._fetch_page(cursor) + + # Parse response + records = [ + SourceRecord(id=item["id"], data=item) + for item in response.get("items", []) + ] + + # Handle pagination - CRITICAL: return {} when done + next_cursor = response.get("next_cursor") + next_pagination = {"cursor": next_cursor} if next_cursor else {} + + return SourceIteration( + records=records, + next_pagination=next_pagination, + ) + + def _fetch_page(self, cursor: str = None) -> dict: + # Your API call implementation + pass +``` + +## Example Config + +```yaml +# bizon/connectors/sources/myapi/config/myapi.example.yml +name: myapi_to_logger + +source: + name: myapi + stream: users + authentication: + type: api_key + params: + token: + +destination: + name: logger + config: + dummy: dummy +``` + +## Pagination Patterns + +| Pattern | `next_pagination` Example | +|---------|--------------------------| +| Cursor-based | `{"cursor": "abc123"}` | +| Offset-based | `{"offset": 100}` | +| Page-based | `{"page": 2}` | +| URL-based | `{"next_url": "https://..."}` | +| **Done** | `{}` (empty dict!) | + +## Verification + +```bash +# Format code +uv run ruff format bizon/connectors/sources/myapi + +# Run tests +uv run pytest tests/connectors/sources/myapi -v + +# Verify discovery +uv run bizon source list # Should show 'myapi' +uv run bizon stream list myapi # Should show your streams + +# Test end-to-end +uv run bizon run bizon/connectors/sources/myapi/config/myapi.example.yml +``` + +## Checklist + +- [ ] `src/__init__.py` exists (can be empty) +- [ ] Config class extends `SourceConfig` +- [ ] Source class extends `AbstractSource` +- [ ] All required methods implemented +- [ ] `next_pagination` returns `{}` when no more pages +- [ ] Each record has unique `id` field +- [ ] Example config created +- [ ] Tests pass + +## Advanced Patterns + +For authentication types, pagination strategies, and production patterns, see: +- [AI Connector Guide](../ai-connector-guide.md) - Templates and decision trees +- [Reference Connector](../reference-connector.md) - Fully annotated example diff --git a/docs/reference-connector.md b/docs/reference-connector.md new file mode 100644 index 0000000..54acb2b --- /dev/null +++ b/docs/reference-connector.md @@ -0,0 +1,608 @@ +# Reference Connector: Annotated Production Example + +This document provides a fully annotated, production-ready connector that demonstrates best practices. Use this as a reference when creating new connectors. + +## Directory Structure + +``` +bizon/connectors/sources/acme/ +โ”œโ”€โ”€ config/ +โ”‚ โ””โ”€โ”€ api_key.example.yml +โ””โ”€โ”€ src/ + โ”œโ”€โ”€ __init__.py # Empty file (required for Python package) + โ”œโ”€โ”€ config.py # Configuration model + โ””โ”€โ”€ source.py # Main implementation +``` + +--- + +## File 1: `config.py` + +```python +""" +Acme API Source Configuration + +This file defines: +1. Available streams (as an Enum) +2. Source-specific configuration options (as a Pydantic model) +""" + +from enum import Enum +from typing import List, Optional +from pydantic import Field +from bizon.source.config import SourceConfig + + +# ============================================================ +# STREAMS ENUM +# ============================================================ +# Define one enum value per API resource/endpoint you want to sync. +# The string value should match what users will put in their YAML config. + +class AcmeStreams(str, Enum): + """ + Available streams for the Acme API. + + Each stream corresponds to one API resource type. + Users select a stream in their YAML config: `stream: customers` + """ + CUSTOMERS = "customers" # GET /customers - List all customers + ORDERS = "orders" # GET /orders - List all orders + PRODUCTS = "products" # GET /products - List all products + + +# ============================================================ +# SOURCE CONFIG +# ============================================================ +# Extend SourceConfig with any source-specific options. +# These become available in the YAML config under `source:`. + +class AcmeSourceConfig(SourceConfig): + """ + Configuration for the Acme source connector. + + Inherits from SourceConfig which provides: + - name: str (connector name, auto-set) + - stream: str (which stream to sync) + - authentication: AuthConfig (auth settings) + - sync_mode: SourceSyncModes (full_refresh, incremental, stream) + - max_iterations: Optional[int] (limit pagination iterations) + """ + + # Override stream type to use our enum for validation + stream: AcmeStreams + + # Source-specific options with descriptions and validation + page_size: int = Field( + default=100, + ge=1, # Minimum value + le=250, # Maximum value (Acme API limit) + description="Number of records to fetch per API call. Max: 250." + ) + + # Optional: Filter by specific IDs + customer_ids: List[str] = Field( + default_factory=list, + description="Optional list of customer IDs to fetch. If empty, fetches all." + ) + + # Optional: Include related data + include_metadata: bool = Field( + default=False, + description="Whether to include extended metadata in responses." + ) +``` + +### Key Points - config.py + +| Line | What It Does | Why | +|------|--------------|-----| +| `class AcmeStreams(str, Enum)` | Defines available streams | Provides validation and autocomplete | +| `stream: AcmeStreams` | Override base class type | Ensures only valid streams are accepted | +| `Field(default=..., ge=..., le=...)` | Pydantic validation | Catches config errors early | +| `default_factory=list` | For mutable defaults | Avoids Python mutable default gotcha | + +--- + +## File 2: `source.py` + +```python +""" +Acme API Source Connector + +This connector fetches data from the Acme API and produces SourceRecords +for the Bizon pipeline to process. + +Production features demonstrated: +- Retry logic with exponential backoff +- Rate limit handling (Retry-After header) +- Custom headers for API versioning +- Multiple streams with stream-specific logic +- Proper error handling in check_connection() +- Pagination with cursor-based approach +""" + +from typing import Any, List, Optional, Tuple + +from loguru import logger # Bizon uses loguru for logging +from requests import Session +from requests.adapters import HTTPAdapter +from requests.auth import AuthBase +from urllib3.util.retry import Retry + +from bizon.source.auth.builder import AuthBuilder +from bizon.source.auth.config import AuthType +from bizon.source.config import SourceConfig +from bizon.source.models import SourceIteration, SourceRecord +from bizon.source.source import AbstractSource + +from .config import AcmeSourceConfig, AcmeStreams + + +# ============================================================ +# CONSTANTS +# ============================================================ +# Define API-specific constants at the top for easy modification. + +BASE_URL = "https://api.acme.com/v2" +API_VERSION = "2024-01-15" # Acme API requires version header + + +# ============================================================ +# SOURCE IMPLEMENTATION +# ============================================================ + +class AcmeSource(AbstractSource): + """ + Acme API source connector. + + Inherits from AbstractSource which provides: + - self.config: The config object (AcmeSourceConfig) + - self.session: A requests.Session (created via get_session()) + - Automatic auth header injection via get_authenticator() + """ + + def __init__(self, config: AcmeSourceConfig): + """ + Initialize the source. + + IMPORTANT: Call super().__init__() first - it sets up: + - self.config + - self.session (via get_session()) + - Auth headers (via get_authenticator()) + """ + super().__init__(config) + # Type hint for IDE autocomplete on config options + self.config: AcmeSourceConfig = config + + # ---------------------------------------------------------- + # SESSION CONFIGURATION + # ---------------------------------------------------------- + # Override get_session() to customize retry behavior and headers. + # This is called once during __init__ and cached as self.session. + + def get_session(self) -> Session: + """ + Configure the HTTP session with retry logic and custom headers. + + This method is called automatically by AbstractSource.__init__(). + The returned session is stored as self.session. + """ + session = Session() + + # Configure automatic retries + # See: https://urllib3.readthedocs.io/en/stable/reference/urllib3.util.html#urllib3.util.Retry + retries = Retry( + total=10, # Max retry attempts + backoff_factor=2, # Wait 2^n seconds between retries + status_forcelist=[ # HTTP codes to retry on + 429, # Too Many Requests (rate limit) + 500, # Internal Server Error + 502, # Bad Gateway + 503, # Service Unavailable + 504, # Gateway Timeout + ], + allowed_methods=["GET", "POST"], # Methods to retry + respect_retry_after_header=True, # Honor Retry-After header on 429 + ) + + # Mount the retry adapter for HTTPS requests + session.mount("https://", HTTPAdapter(max_retries=retries)) + + # Add custom headers required by the API + session.headers.update({ + "X-API-Version": API_VERSION, # API versioning + "Accept": "application/json", # Request JSON responses + "Content-Type": "application/json", # For POST requests + }) + + return session + + # ---------------------------------------------------------- + # AUTHENTICATION + # ---------------------------------------------------------- + # Return the appropriate authenticator based on config. + # The authenticator modifies requests to add auth headers. + + def get_authenticator(self) -> AuthBase: + """ + Return the authentication handler. + + This is called automatically by AbstractSource to inject auth + into every request made via self.session. + + Supported auth types: + - API_KEY/BEARER: Adds "Authorization: Bearer " header + - OAUTH: Same as above, but handles token refresh automatically + - BASIC: Adds "Authorization: Basic " header + - None: No authentication (public API) + """ + # Handle no authentication case + if self.config.authentication is None: + return None + + auth_type = self.config.authentication.type + + if auth_type in [AuthType.API_KEY, AuthType.BEARER]: + # Token-based auth: Authorization: Bearer + return AuthBuilder.token(params=self.config.authentication.params) + + elif auth_type == AuthType.OAUTH: + # OAuth 2.0 with automatic token refresh + return AuthBuilder.oauth2(params=self.config.authentication.params) + + elif auth_type == AuthType.BASIC: + # Basic auth: Authorization: Basic + return AuthBuilder.basic(params=self.config.authentication.params) + + # Unknown auth type - return None and let request fail + logger.warning(f"Unknown auth type: {auth_type}, proceeding without auth") + return None + + # ---------------------------------------------------------- + # REQUIRED STATIC METHODS + # ---------------------------------------------------------- + # These are called by Bizon's discovery system to understand + # what this connector provides. + + @staticmethod + def streams() -> List[str]: + """ + Return list of available stream names. + + Used by: + - `bizon stream list acme` CLI command + - Source discovery system + """ + return [stream.value for stream in AcmeStreams] + + @staticmethod + def get_config_class() -> SourceConfig: + """ + Return the config class for this source. + + Used by Bizon to validate YAML config against the correct schema. + """ + return AcmeSourceConfig + + # ---------------------------------------------------------- + # CONNECTION CHECK + # ---------------------------------------------------------- + # Verify the connector can reach the API with the given credentials. + + def check_connection(self) -> Tuple[bool, Optional[Any]]: + """ + Test API connectivity and authentication. + + Returns: + Tuple of (success: bool, error_message: str or None) + + This is called by Bizon before starting a sync to verify + the configuration is valid. + """ + try: + # Make a lightweight API call to verify connectivity + # Most APIs have a /me, /users, or simple list endpoint + response = self.session.get(f"{BASE_URL}/me") + response.raise_for_status() + + # Optionally validate the response + data = response.json() + if not data.get("id"): + return False, "Invalid API response: missing user ID" + + return True, None + + except Exception as e: + # Return the error message for debugging + return False, str(e) + + def get_total_records_count(self) -> Optional[int]: + """ + Return total record count if the API provides it. + + Used for progress reporting. Return None if not available. + """ + # Most list endpoints return total in response headers or body + # Example: {"total": 1234, "results": [...]} + try: + if self.config.stream == AcmeStreams.CUSTOMERS: + response = self.session.get( + f"{BASE_URL}/customers", + params={"page_size": 1} # Minimal request + ) + return response.json().get("total") + except Exception: + pass + + return None # Not available or not implemented + + # ---------------------------------------------------------- + # DATA FETCHING - STREAM IMPLEMENTATIONS + # ---------------------------------------------------------- + # Each stream has its own method for fetching data. + # All return SourceIteration with records and pagination state. + + def get_customers(self, pagination: dict = None) -> SourceIteration: + """ + Fetch customers from the Acme API. + + Args: + pagination: Dict containing pagination state from previous call. + None on first call, then contains cursor from prev response. + + Returns: + SourceIteration with: + - records: List[SourceRecord] - fetched records + - next_pagination: dict - state for next call, {} if done + """ + # Build request parameters + params = { + "page_size": self.config.page_size, + "include_metadata": str(self.config.include_metadata).lower(), + } + + # Add cursor if this is a subsequent page + if pagination and pagination.get("cursor"): + params["cursor"] = pagination["cursor"] + + # Filter by specific IDs if configured + if self.config.customer_ids: + params["ids"] = ",".join(self.config.customer_ids) + + # Make the API request + response = self.session.get(f"{BASE_URL}/customers", params=params) + response.raise_for_status() + data = response.json() + + # Convert API responses to SourceRecords + records = [ + SourceRecord( + id=customer["id"], # Unique identifier (required) + data=customer, # Full record data (required) + # timestamp=customer.get("updated_at"), # Optional: for ordering + ) + for customer in data.get("results", []) + ] + + # Determine if there are more pages + # Pattern: cursor-based pagination with has_more flag + if data.get("has_more") and data.get("next_cursor"): + next_pagination = {"cursor": data["next_cursor"]} + else: + next_pagination = {} # Empty dict = no more pages + + logger.info(f"Fetched {len(records)} customers, has_more: {data.get('has_more', False)}") + + return SourceIteration(records=records, next_pagination=next_pagination) + + def get_orders(self, pagination: dict = None) -> SourceIteration: + """ + Fetch orders from the Acme API. + + Demonstrates: Offset-based pagination + """ + # Calculate offset from pagination state + offset = pagination.get("offset", 0) if pagination else 0 + + params = { + "limit": self.config.page_size, + "offset": offset, + } + + response = self.session.get(f"{BASE_URL}/orders", params=params) + response.raise_for_status() + data = response.json() + + records = [ + SourceRecord(id=order["id"], data=order) + for order in data.get("data", []) # Different key than customers! + ] + + # Check if there are more pages + total = data.get("total", 0) + if offset + len(records) < total: + next_pagination = {"offset": offset + self.config.page_size} + else: + next_pagination = {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + def get_products(self, pagination: dict = None) -> SourceIteration: + """ + Fetch products from the Acme API. + + Demonstrates: URL-based pagination (next URL in response) + """ + # Use next URL if available, otherwise start from beginning + if pagination and pagination.get("next_url"): + url = pagination["next_url"] + params = {} # URL already contains params + else: + url = f"{BASE_URL}/products" + params = {"page_size": self.config.page_size} + + response = self.session.get(url, params=params) + response.raise_for_status() + data = response.json() + + records = [ + SourceRecord(id=product["id"], data=product) + for product in data.get("items", []) # Yet another key! + ] + + # Check for next page URL + next_url = data.get("links", {}).get("next") + next_pagination = {"next_url": next_url} if next_url else {} + + return SourceIteration(records=records, next_pagination=next_pagination) + + # ---------------------------------------------------------- + # MAIN DISPATCH + # ---------------------------------------------------------- + # The get() method is the main entry point called by Bizon. + # It dispatches to stream-specific methods. + + def get(self, pagination: dict = None) -> SourceIteration: + """ + Main entry point for fetching data. + + This method is called repeatedly by the Bizon pipeline: + 1. First call: pagination=None + 2. Subsequent calls: pagination=result.next_pagination from previous call + 3. Stops when: next_pagination is empty {} + + Args: + pagination: Pagination state from previous call (None on first call) + + Returns: + SourceIteration with records and next_pagination + """ + # Dispatch to stream-specific method + if self.config.stream == AcmeStreams.CUSTOMERS: + return self.get_customers(pagination) + + elif self.config.stream == AcmeStreams.ORDERS: + return self.get_orders(pagination) + + elif self.config.stream == AcmeStreams.PRODUCTS: + return self.get_products(pagination) + + # Handle unknown stream (shouldn't happen with enum validation) + raise NotImplementedError( + f"Stream '{self.config.stream}' is not implemented for Acme source" + ) +``` + +### Key Points - source.py + +| Section | What It Does | Common Alternatives | +|---------|--------------|---------------------| +| `get_session()` | Configures retries and headers | Skip for default retry behavior | +| `get_authenticator()` | Returns auth handler | Return `None` for public APIs | +| `streams()` | Lists available streams | Hard-coded list if no enum | +| `check_connection()` | Tests connectivity | Any lightweight authenticated endpoint | +| `get_total_records_count()` | Returns total for progress | Return `None` if not available | +| `get_customers()` | Cursor-based pagination | Most common pattern | +| `get_orders()` | Offset-based pagination | Used by older APIs | +| `get_products()` | URL-based pagination | Common in REST APIs | +| `get()` | Dispatches to stream methods | Required entry point | + +--- + +## File 3: `config/api_key.example.yml` + +```yaml +# Acme API Source Configuration +# Authentication: API Key +# +# To get your API key: +# 1. Log in to https://dashboard.acme.com +# 2. Go to Settings > API Keys +# 3. Click "Create API Key" and copy the token + +name: acme_customers_to_logger + +source: + name: acme + stream: customers # Options: customers, orders, products + authentication: + type: api_key + params: + token: + + # Optional: Limit to specific customer IDs + # customer_ids: + # - "cust_123abc" + # - "cust_456def" + + # Optional: Include extended metadata + # include_metadata: true + + # Results per page (1-250, default: 100) + page_size: 100 + +destination: + name: logger # Prints records to console (for testing) + config: + dummy: bizon + +# Optional: Use in-memory backend for testing +# engine: +# backend: +# type: sqlite_in_memory +# config: +# database: not_used +# schema: not_used +``` + +--- + +## Common Patterns Reference + +### When to Use Each Pattern + +| Your API Has | Use This Pattern | Example | +|--------------|------------------|---------| +| `cursor` or `next_cursor` field | Cursor-based | Notion, Stripe, most modern APIs | +| `next` URL in response | URL-based | PokeAPI, GitHub, REST standard | +| `offset` + `limit` params | Offset-based | Legacy APIs, SQL-style pagination | +| `page` number param | Page-based | Similar to offset, use offset logic | +| No pagination / small dataset | Single response | Return `next_pagination={}` immediately | + +### Error Handling Best Practices + +```python +def check_connection(self) -> Tuple[bool, Optional[Any]]: + try: + response = self.session.get(f"{BASE_URL}/endpoint") + response.raise_for_status() + return True, None + except requests.exceptions.HTTPError as e: + # Specific HTTP errors + return False, f"HTTP {e.response.status_code}: {e.response.text[:200]}" + except requests.exceptions.ConnectionError: + return False, f"Cannot connect to {BASE_URL}" + except requests.exceptions.Timeout: + return False, "Request timed out" + except Exception as e: + return False, str(e) +``` + +### Logging Best Practices + +```python +from loguru import logger + +# Info: Progress updates +logger.info(f"Fetched {len(records)} records from page {page_num}") + +# Warning: Non-fatal issues +logger.warning(f"No records found for customer_id={customer_id}") + +# Error: Failures (usually in try/except) +logger.error(f"Failed to fetch page: {e}") + +# Debug: Detailed info (only shown with DEBUG log level) +logger.debug(f"Request params: {params}") +``` diff --git a/poetry.lock b/poetry.lock deleted file mode 100644 index b6f590c..0000000 --- a/poetry.lock +++ /dev/null @@ -1,3520 +0,0 @@ -# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. - 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data reliably from API Clients with native fault-tolerant and checkpointing mechanism." -authors = ["Antoine Balliet ", "Anas El Mhamdi "] +authors = [ + { name = "Antoine Balliet", email = "antoine.balliet@gmail.com" }, + { name = "Anas El Mhamdi", email = "anas.elmhamdi@gmail.com" }, +] readme = "README.md" -packages = [{include = "bizon"}] - -[tool.poetry.dependencies] -python = ">=3.9,<3.13" -requests = "^2.28.2" -pyyaml = "^6.0.1" -pydantic = "^2.8.2" -backoff = "^2.2.1" -pendulum = "^3.0.0" -dpath = "^2.2.0" -pydantic-extra-types = "^2.9.0" -loguru = "^0.7.2" -pyarrow = "^16.1.0" -google-cloud-storage = "^2.17.0" -sqlalchemy = "^2.0.32" -polars = "^1.16.0" -click = "^8.1.7" -pytz = "^2024.2" -tenacity = "^9.0.0" -simplejson = "^3.20.1" -orjson = "^3.10.16" - -# Postgres -psycopg2-binary = { version = "^2.9.9", optional = true } - -# BigQuery -google-cloud-bigquery-storage = { version = "^2.25.0", optional = true } -google-cloud-bigquery = { version = "^3.25.0", optional = true } 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"sqlalchemy-bigquery", "protobuf"] -kafka = ["confluent-kafka", "fastavro", "kafka-python", "avro"] -rabbitmq = ["pika"] -gsheets = ["gspread"] -datadog = ["datadog", "ddtrace"] +[tool.hatch.build.targets.wheel] +packages = ["bizon"] -###### [Test] dependencies ###### -[tool.poetry.group.test] -optional = true +[tool.ruff] +line-length = 120 +target-version = "py39" -[tool.poetry.group.test.dependencies] -pytest = "^7.2.2" -requests-mock = "^1.10.0" -python-dotenv = "^1.0.1" -pytest-lazy-fixture = "^0.6.3" -faker = "^26.0.0" - -[tool.poetry.group.dev] -optional = true - -[tool.poetry.group.dev.dependencies] -ipykernel = "^6.29.5" -snakeviz = "^2.1.2" -yappi = "^1.3.2" -pre-commit = "^3.8.0" - - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +[tool.ruff.lint] +select = ["E", "W", "F", "I", "B", "C4", "UP"] +ignore = [ + "E501", # line too long (handled by formatter) + "E711", # comparison to None (existing code) + "E712", # comparison to True/False (common in tests) + "E721", # type comparison using == (existing code) + "F841", # unused variable (common in tests with pytest.raises) + "B006", # mutable default arguments + "B007", # unused loop variable + "B008", # function calls in argument defaults + "B015", # pointless comparison (existing code) + "B019", # lru_cache on methods + "B023", # function binding loop variable + "B026", # star-arg unpacking after keyword + "B027", # empty method in abstract class + "B904", # raise from in except (existing code) + "C4", # flake8-comprehensions (existing code style) + "UP006", # deprecated typing (List -> list) - existing code + "UP035", # deprecated typing imports - existing code +] -[tool.poetry.scripts] -bizon = "bizon.cli.main:cli" \ No newline at end of file +[tool.ruff.lint.isort] +known-first-party = ["bizon"] diff --git a/tests/alerting/test_slack_alert.py b/tests/alerting/test_slack_alert.py index c209e5f..7842cbe 100644 --- a/tests/alerting/test_slack_alert.py +++ b/tests/alerting/test_slack_alert.py @@ -85,9 +85,7 @@ def test_slack_log_handler(dummy_webhook_server, webhook_url): def test_e2e_logger_to_file(dummy_webhook_server, webhook_url): - with tempfile.NamedTemporaryFile(delete=False) as temp: - BIZON_CONFIG_DUMMY_TO_FILE = f""" name: test_job_9 diff --git a/tests/cli/test_cli.py b/tests/cli/test_cli.py index c22f4e4..5746ae5 100644 --- a/tests/cli/test_cli.py +++ b/tests/cli/test_cli.py @@ -1,7 +1,6 @@ import os import tempfile -import pytest from click.testing import CliRunner from bizon.cli.main import cli diff --git a/tests/cli/test_e2e_cli.py b/tests/cli/test_e2e_cli.py index 863f730..2131767 100644 --- a/tests/cli/test_e2e_cli.py +++ b/tests/cli/test_e2e_cli.py @@ -38,11 +38,9 @@ def test_e2e_run_command_dummy_to_file(): - runner = CliRunner() with runner.isolated_filesystem(): - with open("config.yml", "w") as file: file.write(BIZON_CONFIG_DUMMY_TO_FILE) diff --git a/tests/cli/test_e2e_cli_error.py b/tests/cli/test_e2e_cli_error.py index 320d872..812f9cb 100644 --- a/tests/cli/test_e2e_cli_error.py +++ b/tests/cli/test_e2e_cli_error.py @@ -4,7 +4,7 @@ from bizon.cli.main import cli -BIZON_CONFIG_DUMMY_TO_FILE = f""" +BIZON_CONFIG_DUMMY_TO_FILE = """ name: test_job_3 source: @@ -32,7 +32,6 @@ def test_e2e_run_command_dummy_to_file(): - runner = CliRunner() with tempfile.NamedTemporaryFile(delete=False) as temp: diff --git a/tests/common/test_streams_config.py b/tests/common/test_streams_config.py new file mode 100644 index 0000000..8547b04 --- /dev/null +++ b/tests/common/test_streams_config.py @@ -0,0 +1,433 @@ +import pytest +from yaml import safe_load + +from bizon.common.models import ( + BizonConfig, + StreamConfig, + StreamDestinationConfig, + StreamSourceConfig, +) + + +class TestStreamSourceConfig: + def test_kafka_topic_field(self): + config = StreamSourceConfig(topic="events.users.update") + assert config.topic == "events.users.update" + + def test_api_endpoint_field(self): + config = StreamSourceConfig(endpoint="/api/v1/users") + assert config.endpoint == "/api/v1/users" + + def test_extra_fields_allowed(self): + config = StreamSourceConfig(topic="test", custom_field="custom_value") + assert config.topic == "test" + assert config.custom_field == "custom_value" + + +class TestStreamDestinationConfig: + def test_table_id_required(self): + config = StreamDestinationConfig(table_id="project.dataset.table") + assert config.table_id == "project.dataset.table" + + def test_with_record_schema(self): + config = StreamDestinationConfig( + table_id="project.dataset.table", + record_schema=[ + {"name": "id", "type": "STRING", "mode": "REQUIRED"}, + {"name": "data", "type": "JSON", "mode": "NULLABLE"}, + ], + clustering_keys=["id"], + ) + assert len(config.record_schema) == 2 + assert config.clustering_keys == ["id"] + + +class TestStreamConfig: + def test_valid_stream_config(self): + config = StreamConfig( + name="user_events", + source=StreamSourceConfig(topic="events.users.update"), + destination=StreamDestinationConfig(table_id="project.dataset.users"), + ) + assert config.name == "user_events" + assert config.source.topic == "events.users.update" + assert config.destination.table_id == "project.dataset.users" + + def test_table_id_format_validation_valid(self): + config = StreamConfig( + name="test", + source=StreamSourceConfig(topic="test"), + destination=StreamDestinationConfig(table_id="project.dataset.table"), + ) + assert config.destination.table_id == "project.dataset.table" + + def test_table_id_format_validation_invalid(self): + with pytest.raises(ValueError, match="table_id must be in format"): + StreamConfig( + name="test", + source=StreamSourceConfig(topic="test"), + destination=StreamDestinationConfig(table_id="invalid_table_id"), + ) + + def test_table_id_format_validation_two_parts(self): + with pytest.raises(ValueError, match="Found 2 parts instead of 3"): + StreamConfig( + name="test", + source=StreamSourceConfig(topic="test"), + destination=StreamDestinationConfig(table_id="dataset.table"), + ) + + +class TestBizonConfigWithStreams: + @pytest.fixture + def base_config(self): + return { + "name": "test_pipeline", + "source": { + "name": "kafka", + "stream": "topic", + "sync_mode": "stream", + "bootstrap_servers": "localhost:9092", + "group_id": "test-group", + "authentication": { + "type": "basic", + "params": {"username": "user", "password": "pass"}, + }, + }, + "destination": { + "name": "logger", + "config": {}, + }, + "engine": {"runner": {"type": "stream"}}, + } + + def test_streams_config_loads_successfully(self, base_config): + base_config["streams"] = [ + { + "name": "user_events", + "source": {"topic": "events.users.update"}, + "destination": {"table_id": "project.dataset.users"}, + } + ] + config = BizonConfig(**base_config) + assert len(config.streams) == 1 + assert config.streams[0].name == "user_events" + + def test_streams_requires_stream_sync_mode(self, base_config): + base_config["source"]["sync_mode"] = "full_refresh" + base_config["streams"] = [ + { + "name": "test", + "source": {"topic": "test"}, + "destination": {"table_id": "project.dataset.table"}, + } + ] + with pytest.raises(ValueError, match="requires source.sync_mode='stream'"): + BizonConfig(**base_config) + + def test_duplicate_stream_names_rejected(self, base_config): + base_config["streams"] = [ + { + "name": "duplicate_name", + "source": {"topic": "topic1"}, + "destination": {"table_id": "project.dataset.table1"}, + }, + { + "name": "duplicate_name", + "source": {"topic": "topic2"}, + "destination": {"table_id": "project.dataset.table2"}, + }, + ] + with pytest.raises(ValueError, match="Duplicate stream names"): + BizonConfig(**base_config) + + def test_duplicate_table_ids_rejected(self, base_config): + base_config["streams"] = [ + { + "name": "stream1", + "source": {"topic": "topic1"}, + "destination": {"table_id": "project.dataset.same_table"}, + }, + { + "name": "stream2", + "source": {"topic": "topic2"}, + "destination": {"table_id": "project.dataset.same_table"}, + }, + ] + with pytest.raises(ValueError, match="Duplicate table_ids"): + BizonConfig(**base_config) + + def test_multiple_streams_valid(self, base_config): + base_config["streams"] = [ + { + "name": "stream1", + "source": {"topic": "topic1"}, + "destination": {"table_id": "project.dataset.table1"}, + }, + { + "name": "stream2", + "source": {"topic": "topic2"}, + "destination": {"table_id": "project.dataset.table2"}, + }, + ] + config = BizonConfig(**base_config) + assert len(config.streams) == 2 + + +class TestKafkaTopicsInjectionFromStreams: + """Test that topics are injected into Kafka source config from streams. + + Note: BizonConfig.source is typed as SourceConfig (base class), so Kafka-specific + fields like 'topics' aren't preserved after model instantiation. However, the + injection still works at the dict level, and the Kafka connector factory + properly instantiates KafkaSourceConfig with the injected topics. + + These tests verify the injection works by directly instantiating KafkaSourceConfig + from the pre-processed data. + """ + + @pytest.fixture + def kafka_config_without_topics(self): + return { + "name": "test_kafka_pipeline", + "source": { + "name": "kafka", + "stream": "topic", + "sync_mode": "stream", + "bootstrap_servers": "localhost:9092", + "group_id": "test-group", + "authentication": { + "type": "basic", + "params": {"username": "user", "password": "pass"}, + }, + }, + "destination": { + "name": "logger", + "config": {}, + }, + "engine": {"runner": {"type": "stream"}}, + "streams": [ + { + "name": "user_events", + "source": {"topic": "events.users.update"}, + "destination": {"table_id": "project.dataset.users"}, + }, + { + "name": "order_events", + "source": {"topic": "events.orders.create"}, + "destination": {"table_id": "project.dataset.orders"}, + }, + ], + } + + def test_topics_injected_from_streams(self, kafka_config_without_topics): + from bizon.connectors.sources.kafka.src.config import KafkaSourceConfig + + # Run the model_validator by instantiating BizonConfig + # This modifies the input dict in place + BizonConfig(**kafka_config_without_topics) + + # Verify topics were injected into source dict + source_dict = kafka_config_without_topics["source"] + topics = source_dict.get("topics") + assert topics is not None + assert len(topics) == 2 + + topic_names = [t["name"] for t in topics] + assert "events.users.update" in topic_names + assert "events.orders.create" in topic_names + + # Verify KafkaSourceConfig can be instantiated with injected topics + kafka_config = KafkaSourceConfig(**source_dict) + assert len(kafka_config.topics) == 2 + + def test_topics_not_overwritten_if_already_set(self): + from bizon.connectors.sources.kafka.src.config import KafkaSourceConfig + + config_dict = { + "name": "test_kafka_pipeline", + "source": { + "name": "kafka", + "stream": "topic", + "sync_mode": "stream", + "bootstrap_servers": "localhost:9092", + "group_id": "test-group", + "topics": [{"name": "existing.topic", "destination_id": "existing.dest"}], + "authentication": { + "type": "basic", + "params": {"username": "user", "password": "pass"}, + }, + }, + "destination": { + "name": "logger", + "config": {}, + }, + "engine": {"runner": {"type": "stream"}}, + "streams": [ + { + "name": "new_stream", + "source": {"topic": "new.topic"}, + "destination": {"table_id": "project.dataset.new"}, + }, + ], + } + + # Run the model_validator + BizonConfig(**config_dict) + + # Verify existing topics were not overwritten + source_dict = config_dict["source"] + topics = source_dict.get("topics") + assert len(topics) == 1 + assert topics[0]["name"] == "existing.topic" + + # Verify KafkaSourceConfig preserves the existing topic + kafka_config = KafkaSourceConfig(**source_dict) + assert len(kafka_config.topics) == 1 + assert kafka_config.topics[0].name == "existing.topic" + + +class TestRecordSchemasInjectionFromStreams: + @pytest.fixture + def bigquery_config_with_streams(self): + return { + "name": "test_bq_pipeline", + "source": { + "name": "kafka", + "stream": "topic", + "sync_mode": "stream", + "bootstrap_servers": "localhost:9092", + "group_id": "test-group", + "authentication": { + "type": "basic", + "params": {"username": "user", "password": "pass"}, + }, + }, + "destination": { + "name": "bigquery_streaming_v2", + "config": { + "project_id": "test-project", + "dataset_id": "test_dataset", + "unnest": True, + }, + }, + "engine": {"runner": {"type": "stream"}}, + "streams": [ + { + "name": "user_events", + "source": {"topic": "events.users.update"}, + "destination": { + "table_id": "project.dataset.users", + "record_schema": [ + {"name": "id", "type": "STRING", "mode": "REQUIRED"}, + {"name": "data", "type": "JSON", "mode": "NULLABLE"}, + ], + "clustering_keys": ["id"], + }, + }, + ], + } + + def test_record_schemas_injected_from_streams(self, bigquery_config_with_streams): + config = BizonConfig(**bigquery_config_with_streams) + + # Check that record_schemas were injected + record_schemas = config.destination.config.record_schemas + assert record_schemas is not None + assert len(record_schemas) == 1 + assert record_schemas[0].destination_id == "project.dataset.users" + assert len(record_schemas[0].record_schema) == 2 + assert record_schemas[0].clustering_keys == ["id"] + + def test_unnest_true_works_with_streams_record_schemas(self, bigquery_config_with_streams): + # This should not raise validation error because record_schemas are injected + config = BizonConfig(**bigquery_config_with_streams) + assert config.destination.config.unnest is True + assert config.destination.config.record_schemas is not None + + +class TestStreamsConfigFromYaml: + def test_full_yaml_config(self): + from bizon.connectors.sources.kafka.src.config import KafkaSourceConfig + + yaml_config = """ + name: kafka_to_bigquery_with_streams + + source: + name: kafka + stream: topic + sync_mode: stream + bootstrap_servers: localhost:9092 + group_id: test-group + authentication: + type: basic + params: + username: user + password: pass + + destination: + name: bigquery_streaming_v2 + config: + project_id: my-project + dataset_id: my_dataset + unnest: true + + streams: + - name: user_events + source: + topic: events.users.update + destination: + table_id: my-project.my_dataset.users + record_schema: + - name: id + type: STRING + mode: REQUIRED + - name: email + type: STRING + mode: NULLABLE + clustering_keys: + - id + + - name: order_events + source: + topic: events.orders.create + destination: + table_id: my-project.my_dataset.orders + record_schema: + - name: order_id + type: INTEGER + mode: REQUIRED + - name: total + type: FLOAT + mode: NULLABLE + clustering_keys: + - order_id + + engine: + runner: + type: stream + """ + config_dict = safe_load(yaml_config) + config = BizonConfig(**config_dict) + + # Verify streams loaded correctly + assert len(config.streams) == 2 + assert config.streams[0].name == "user_events" + assert config.streams[0].source.topic == "events.users.update" + assert config.streams[1].name == "order_events" + + # Verify topics were injected into source dict + # (BizonConfig.source is SourceConfig base class, so we check the raw dict) + source_dict = config_dict["source"] + topics = source_dict.get("topics") + assert len(topics) == 2 + + # Verify KafkaSourceConfig can parse the injected topics + kafka_config = KafkaSourceConfig(**source_dict) + assert len(kafka_config.topics) == 2 + topic_names = [t.name for t in kafka_config.topics] + assert "events.users.update" in topic_names + assert "events.orders.create" in topic_names + + # Verify record_schemas were injected + assert len(config.destination.config.record_schemas) == 2 diff --git a/tests/connectors/destinations/bigquery/test_destination_factory.py b/tests/connectors/destinations/bigquery/test_destination_factory.py index 7f7b65d..9336596 100644 --- a/tests/connectors/destinations/bigquery/test_destination_factory.py +++ b/tests/connectors/destinations/bigquery/test_destination_factory.py @@ -11,7 +11,6 @@ from bizon.connectors.destinations.bigquery.src.destination import BigQueryDestination from bizon.destination.config import DestinationTypes from bizon.destination.destination import DestinationFactory -from bizon.monitoring.monitor import MonitorFactory from bizon.monitoring.noop.monitor import NoOpMonitor diff --git a/tests/connectors/sources/kafka/test_avro_decoding.py b/tests/connectors/sources/kafka/test_avro_decoding.py index d9eeb4d..21e20ef 100644 --- a/tests/connectors/sources/kafka/test_avro_decoding.py +++ b/tests/connectors/sources/kafka/test_avro_decoding.py @@ -2,7 +2,7 @@ import json import os import struct -from unittest.mock import MagicMock, patch +from unittest.mock import patch import fastavro import pytest @@ -20,10 +20,10 @@ def test_data(): # Load test data current_dir = os.path.dirname(os.path.abspath(__file__)) - with open(os.path.join(current_dir, "schema.json"), "r") as f: + with open(os.path.join(current_dir, "schema.json")) as f: schema_dict = json.load(f) - with open(os.path.join(current_dir, "data.json"), "r") as f: + with open(os.path.join(current_dir, "data.json")) as f: data = json.load(f) # Create a hashable dictionary from the schema diff --git a/tests/connectors/sources/kafka/test_kafka_decode.py b/tests/connectors/sources/kafka/test_kafka_decode.py index 20232b5..94bc8c9 100644 --- a/tests/connectors/sources/kafka/test_kafka_decode.py +++ b/tests/connectors/sources/kafka/test_kafka_decode.py @@ -1,10 +1,9 @@ -import sys from io import StringIO from unittest.mock import Mock, patch import orjson import pytest -from confluent_kafka import KafkaError, Message +from confluent_kafka import Message from loguru import logger from bizon.connectors.sources.kafka.src.config import ( diff --git a/tests/destination/test_config.py b/tests/destination/test_config.py index 78f2014..255ce03 100644 --- a/tests/destination/test_config.py +++ b/tests/destination/test_config.py @@ -20,7 +20,6 @@ def test_config(): def test_config_no_record_schema_provided(): - with pytest.raises(ValidationError) as e: AbstractDestinationConfig( name="file", diff --git a/tests/destination/test_destination_logic.py b/tests/destination/test_destination_logic.py index 3779eae..81d8a44 100644 --- a/tests/destination/test_destination_logic.py +++ b/tests/destination/test_destination_logic.py @@ -16,7 +16,6 @@ @pytest.fixture(scope="function") def logger_destination(my_sqlite_backend: SQLAlchemyBackend, sqlite_db_session): - my_sqlite_backend.create_all_tables() job = my_sqlite_backend.create_stream_job( @@ -72,7 +71,6 @@ def test_buffer_records(logger_destination: LoggerDestination): def test_write_or_buffer_records_too_large(logger_destination: LoggerDestination): - df_big_size = pl.DataFrame(schema=destination_record_schema) for _ in range(100): @@ -101,7 +99,6 @@ def test_write_or_buffer_records_too_large(logger_destination: LoggerDestination def test_write_last_iteration(logger_destination: LoggerDestination, sqlite_db_session): - buffer_status = logger_destination.write_or_buffer_records( df_destination_records=df_destination_records, iteration=0, @@ -132,7 +129,6 @@ def test_write_last_iteration(logger_destination: LoggerDestination, sqlite_db_s def test_no_records_written(logger_destination: LoggerDestination, sqlite_db_session): - buffer_status = logger_destination.write_or_buffer_records( df_destination_records=pl.DataFrame(schema=destination_record_schema), iteration=0, diff --git a/tests/destination/test_destination_models.py b/tests/destination/test_destination_models.py index 993474e..d4857ba 100644 --- a/tests/destination/test_destination_models.py +++ b/tests/destination/test_destination_models.py @@ -18,7 +18,6 @@ def test_destination_record_from_source_record(): - destination_source_records = transform_to_df_destination_records( df_source_records=df_source_records, extracted_at=datetime(2024, 12, 5, 12, 0), diff --git a/tests/e2e/kafka/README.md b/tests/e2e/kafka/README.md index cb104fe..540a919 100644 --- a/tests/e2e/kafka/README.md +++ b/tests/e2e/kafka/README.md @@ -24,7 +24,7 @@ sleep 15 cd ../../.. export KAFKA_HOST=localhost:9092 export KAFKA_E2E_TESTS=1 -poetry run pytest tests/e2e/kafka/test_e2e_kafka_auth_failures.py -v +uv run pytest tests/e2e/kafka/test_e2e_kafka_auth_failures.py -v # Cleanup cd tests/e2e/kafka diff --git a/tests/e2e/test_e2e_file.py b/tests/e2e/test_e2e_file.py index 5989f89..545e6ab 100644 --- a/tests/e2e/test_e2e_file.py +++ b/tests/e2e/test_e2e_file.py @@ -8,9 +8,7 @@ def test_e2e_dummy_to_file(): - with tempfile.NamedTemporaryFile(delete=False) as temp: - BIZON_CONFIG_DUMMY_TO_FILE = f""" name: test_job_11 @@ -51,7 +49,7 @@ def test_e2e_dummy_to_file(): runner.run() records_extracted = {} - with open(f"{temp.name}.json", "r") as file: + with open(f"{temp.name}.json") as file: for line in file.readlines(): record: dict = json.loads(line.strip()) records_extracted[record["source_record_id"]] = record["source_data"] diff --git a/tests/e2e/test_e2e_stop_pipeline.py b/tests/e2e/test_e2e_stop_pipeline.py index 0f96e8c..8bfa6a1 100644 --- a/tests/e2e/test_e2e_stop_pipeline.py +++ b/tests/e2e/test_e2e_stop_pipeline.py @@ -7,9 +7,7 @@ def test_e2e_pipeline_should_stop(): - with tempfile.NamedTemporaryFile(delete=False) as temp: - BIZON_CONFIG_DUMMY_TO_FILE = f""" name: test_job_3 diff --git a/tests/e2e/test_e2e_streaming.py b/tests/e2e/test_e2e_streaming.py index a8b5c5f..aa72904 100644 --- a/tests/e2e/test_e2e_streaming.py +++ b/tests/e2e/test_e2e_streaming.py @@ -1,6 +1,5 @@ import json import os -import tempfile import yaml @@ -8,7 +7,6 @@ def test_e2e_dummy_streaming_to_file(): - BIZON_CONFIG_DUMMY_TO_FILE = f""" name: test_job_3 @@ -77,7 +75,7 @@ def test_e2e_dummy_streaming_to_file(): runner.run() records_extracted = {} - with open(f"creatures.json", "r") as file: + with open("creatures.json") as file: for line in file.readlines(): record: dict = json.loads(line.strip()) records_extracted[record["id"]] = record["name"] diff --git a/tests/e2e/test_e2e_unnest.py b/tests/e2e/test_e2e_unnest.py index 2cef727..8cec755 100644 --- a/tests/e2e/test_e2e_unnest.py +++ b/tests/e2e/test_e2e_unnest.py @@ -8,9 +8,7 @@ def test_e2e_dummy_to_file_unnest(): - with tempfile.NamedTemporaryFile(delete=False) as temp: - BIZON_CONFIG_DUMMY_TO_FILE = f""" name: test_job_11 @@ -64,7 +62,7 @@ def test_e2e_dummy_to_file_unnest(): runner.run() records_extracted = {} - with open(f"{temp.name}.json", "r") as file: + with open(f"{temp.name}.json") as file: for line in file.readlines(): record: dict = json.loads(line.strip()) records_extracted[record["id"]] = record["name"] diff --git a/tests/engine/backend/test_factory.py b/tests/engine/backend/test_factory.py index 00a2380..77687e2 100644 --- a/tests/engine/backend/test_factory.py +++ b/tests/engine/backend/test_factory.py @@ -16,7 +16,6 @@ def test_backend_factory_sqlite(): - config = SQLiteInMemoryConfig( type=BackendTypes.SQLITE_IN_MEMORY, config=SQLiteConfigDetails( @@ -29,7 +28,6 @@ def test_backend_factory_sqlite(): def test_backend_factory_postgres(): - config = PostgresSQLAlchemyConfig( type=BackendTypes.POSTGRES, config=PostgresConfigDetails( @@ -48,11 +46,10 @@ def test_backend_factory_postgres(): @pytest.mark.skipif( - os.getenv("POETRY_ENV_TEST") == "CI", + os.getenv("CI") is not None, reason="Skipping tests that require a BigQuery database", ) def test_backend_factory_bigquery(): - config = BigQuerySQLAlchemyConfig( type=BackendTypes.BIGQUERY, config=BigQueryConfigDetails( diff --git a/tests/engine/queue/test_queue_factory.py b/tests/engine/queue/test_queue_factory.py index 9d37281..204c5bc 100644 --- a/tests/engine/queue/test_queue_factory.py +++ b/tests/engine/queue/test_queue_factory.py @@ -1,8 +1,5 @@ from queue import Queue -import pytest - -from bizon.common.models import SyncMetadata from bizon.engine.queue.adapters.kafka.config import ( KafkaConfig, KafkaConfigDetails, @@ -29,7 +26,6 @@ def test_queue_factory(): - config = PythonQueueConfig( type=QueueTypes.PYTHON_QUEUE, config=PythonQueueConfigDetails( @@ -45,7 +41,6 @@ def test_queue_factory(): def test_queue_factory_kafka(): - config = KafkaConfig( type=QueueTypes.KAFKA, config=KafkaConfigDetails( @@ -67,7 +62,6 @@ def test_queue_factory_kafka(): def test_queue_rabbitmq(): - config = RabbitMQConfig( type=QueueTypes.RABBITMQ, config=RabbitMQConfigDetails( diff --git a/tests/engine/test_producer.py b/tests/engine/test_producer.py index c54890b..4d6c0ed 100644 --- a/tests/engine/test_producer.py +++ b/tests/engine/test_producer.py @@ -5,7 +5,6 @@ import pytest -from bizon.engine.backend.adapters.sqlalchemy.backend import SQLAlchemyBackend from bizon.engine.backend.backend import AbstractBackend from bizon.engine.backend.models import JobStatus, StreamJob from bizon.engine.engine import RunnerFactory @@ -48,7 +47,6 @@ def test_cursor_recovery_after_iteration(my_producer: Producer, sqlite_db_sessio def test_cursor_recovery_not_running(my_producer: Producer, sqlite_db_session, my_job: StreamJob): - cursor = my_producer.get_or_create_cursor(job_id=my_job.id, session=sqlite_db_session) assert cursor is not None @@ -62,7 +60,6 @@ def test_source_thread(my_producer: Producer): def test_queue_is_full(my_producer: Producer, sqlite_db_session, my_job: StreamJob): - assert my_producer.queue.config.max_nb_messages == 1_000_000 my_producer.queue.connect() diff --git a/tests/engine/test_producer_recovery.py b/tests/engine/test_producer_recovery.py index 7b4c7b7..642e92b 100644 --- a/tests/engine/test_producer_recovery.py +++ b/tests/engine/test_producer_recovery.py @@ -55,7 +55,6 @@ @pytest.fixture(scope="function") def file_destination(my_sqlite_backend: SQLAlchemyBackend, sqlite_db_session): - my_sqlite_backend.create_all_tables() job = my_sqlite_backend.create_stream_job( @@ -113,7 +112,6 @@ def my_runner(my_backend) -> ThreadRunner: def test_e2e_dummy_to_file_recovery(file_destination, my_sqlite_backend, sqlite_db_session): - N_ITERATION = 2 CURSOR = str(uuid4()) diff --git a/tests/engine/test_runner.py b/tests/engine/test_runner.py index 6262d7b..098bd46 100644 --- a/tests/engine/test_runner.py +++ b/tests/engine/test_runner.py @@ -9,7 +9,6 @@ from bizon.engine.engine import RunnerFactory, replace_env_variables_in_config from bizon.engine.pipeline.producer import Producer from bizon.engine.runner.adapters.thread import ThreadRunner -from bizon.engine.runner.runner import AbstractRunner def test_load_from_config(): @@ -89,7 +88,6 @@ def test_create_job(my_runner: ThreadRunner, sqlite_db_session): def test_create_job_and_recover(my_runner: ThreadRunner, sqlite_db_session): - source = my_runner.get_source(bizon_config=my_runner.bizon_config, config=my_runner.config) job = my_runner.get_or_create_job( diff --git a/tests/source/custom_source.py b/tests/source/custom_source.py index 362658a..2302f3c 100644 --- a/tests/source/custom_source.py +++ b/tests/source/custom_source.py @@ -1,4 +1,4 @@ -from typing import List, Literal, Tuple, Type, Union +from typing import List, Literal, Tuple, Union from pydantic import Field from requests.auth import AuthBase @@ -24,7 +24,6 @@ class DummySourceConfig(SourceConfig): class MyDummyCustomSource(AbstractSource): - def __init__(self, config: DummySourceConfig): super().__init__(config) @@ -41,7 +40,6 @@ def url_entity(self) -> str: return f"https://api.dummy.com/v1/{self.config.stream}" def get_authenticator(self) -> AuthBase: - if self.config.authentication.type == AuthType.OAUTH: return AuthBuilder.oauth2( params=Oauth2AuthParams( @@ -64,7 +62,6 @@ def get_total_records_count(self) -> int | None: return 5 def get(self, 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