notebook-osm
Warn
Audited by Gen Agent Trust Hub on Jun 21, 2026
Risk Level: MEDIUMREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [REMOTE_CODE_EXECUTION]: The notebook implements a 'self-authoring' pattern in cell 4, using
Path.write_textto write embedded Python code into multiple DAG files within the Airflow DAGs directory (/workspace/dags). These scripts are subsequently interpreted and executed by the Airflow scheduler. - [COMMAND_EXECUTION]: The generated DAGs include tasks that perform system-level operations, specifically executing
supervisorctl restart martinto refresh the Martin tile server. - [EXTERNAL_DOWNLOADS]: The skill performs HEAD-checks and downloads OpenStreetMap data (PBF) from Geofabrik, transit data from transitous.org, and fetches map configuration from Mapterhorn. These are well-known public geospatial data providers.
- [COMMAND_EXECUTION]: The notebook utilizes the
requestslibrary to interact with the Airflow REST API (viaAIRFLOW_API_INTERNAL_URL) to trigger, monitor, and manage the execution of the dynamically generated DAGs.
Audit Metadata