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universal-doc-parser / universal_parser /observability /README.md

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observability

The universal_parser.observability module provides real-time telemetry metrics collection and HTML dashboard exports for monitoring document ingestion pipelines.

Files and Modules

File	Purpose	Key Classes / Functions
elemetry.py	Singleton thread-safe metrics collector for tracking parsing latency and anomalies.	MetricsCollector, ParseEventMetric
dashboard.py	Generates self-contained HTML/JS telemetry and drift monitoring dashboards.	export_dashboard()

Technical Details

MetricsCollector collects parsing duration, element counts, page counts, and anomaly indicators. export_dashboard() renders a standalone interactive dashboard without external server or CDN requirements.