tester-data-exports

What problem does it solve?

Provides a comprehensive testing and validation workflow for Braze data exports and analytics so teams can detect incomplete exports, format errors, pagination issues, and cross-endpoint inconsistencies that lead to incorrect reporting or data loss.

Core Features & Use Cases

• Bulk export lifecycle validation: Poll async export jobs, verify S3/Azure object prefixes or download URLs, and parse newline-delimited JSON files to confirm record counts and field shapes.
• Analytics cross-checks: Compare segment and campaign analytics time series (DAU, revenue, sends, canvas) against raw exports to detect pipeline or attribution mismatches.
• Edge-case and permission testing: Exercise cancellation semantics, rate-limit behavior, pagination cursors, and API key permission isolation to ensure robust error handling.
• Use case: Run a large segment export, cancel mid-flight, and assert that no new output files appear while verifying segment size estimates match the assembled export within tolerance.

Quick Start

Run the tester-data-exports skill to poll a segment export job, download and parse NDJSON outputs, and compare exported user counts and key metrics against segment and campaign analytics for consistency.