agnes-the-ai-analyst/cli/skills/connectors.md
ZdenekSrotyr caa60a507d feat: add centralized RBAC module — replace Linux group auth
New src/rbac.py: Role enum, hierarchy, get_user_role(), has_role(),
is_admin(), is_km_admin(), has_dataset_access(), set_user_role().

webapp/auth.py: admin_required + km_admin_required now use DuckDB
roles instead of Linux groups (pwd.getpwnam + sudo/data-ops check).

app/auth/dependencies.py: imports Role from src/rbac.py (single source).

11 RBAC tests passing.
2026-03-31 08:04:35 +02:00

53 lines
1.7 KiB
Markdown

# Connectors — How to add a new data source
## Existing Connectors
- **Keboola** (`connectors/keboola/extractor.py`) — DuckDB Keboola extension, batch pull
- **BigQuery** (`connectors/bigquery/extractor.py`) — DuckDB BQ extension, remote-only
- **Jira** (`connectors/jira/`) — Webhook + incremental parquet transform
## extract.duckdb Contract
Every connector produces the same output:
```
/data/extracts/{source_name}/
├── extract.duckdb ← _meta table + views
└── data/ ← parquet files (local sources only)
```
The `_meta` table must have columns:
- `table_name VARCHAR` — view name
- `description VARCHAR`
- `rows BIGINT`
- `size_bytes BIGINT`
- `extracted_at TIMESTAMP`
- `query_mode VARCHAR` — 'local' (data here) or 'remote' (query on demand)
## Adding a New Connector
1. Create `connectors/<name>/extractor.py`:
```python
import duckdb
from pathlib import Path
def run(output_dir: str, table_configs: list[dict], **kwargs):
output = Path(output_dir)
data_dir = output / "data"
data_dir.mkdir(parents=True, exist_ok=True)
conn = duckdb.connect(str(output / "extract.duckdb"))
# Create _meta table
# For each table: COPY TO parquet, create view, insert _meta row
conn.close()
```
2. Register tables in DuckDB `table_registry` via admin API or migration script.
Set `source_type` to your connector name.
3. Add required env vars to `.env` and `config/.env.template`.
4. The SyncOrchestrator (`src/orchestrator.py`) will auto-discover your extract.duckdb.
## Configuration
- Instance-level config: `config/instance.yaml` (connection details)
- Table definitions: DuckDB `table_registry` table
- Credentials: environment variables