troubleshooting

Cartography intel module ModuleNotFoundError typically occurs when the module directory is missing an __init__.py file. Adding this empty initialization file ensures Python recognizes the directory as an importable package.

PropertyRef validation failed in Cartography indicates incorrect PropertyRef usage within your schema. Verify that all property references match the expected data types and schema definitions to resolve the validation failure.

Missing relationships and MatchLink misses in Cartography usually stem from misnamed relationships in your intel module. Ensure relationship labels and target node properties exactly match the core Cartography schema.

Cartography cleanup deleting too much data happens when cleanup parameters are overly broad. Adjust the GraphJob cleanup logic to accurately scope node and relationship deletion based on specific intel-module identifiers.

Cartography ignoring custom schema fields during transform happens when fields are not properly declared. Ensure all custom properties are explicitly defined in the schema and mapped correctly during the data transform step.

To troubleshoot slow queries and key errors in Cartography intel modules, review data transform logic for missing dictionary keys and optimize graph query patterns to improve performance during relationship syncs.