# Data Pipeline Processor Metrics

> Sub-skill of data-pipeline-processor: Metrics.

- Skill: `vamseeachanta/data-pipeline-processor-metrics` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/data-pipeline-processor-metrics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/data-pipeline-processor-metrics/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/data-pipeline-processor-metrics

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# Metrics

## Metrics


| Metric | Target | Description |
|--------|--------|-------------|
| Read Time | <1s per 100MB | Data loading speed |
| Validation Time | <500ms | Rule checking duration |
| Transform Time | Varies | Depends on operations |
| Export Time | <1s per 100MB | File writing speed |
| Memory Usage | <2x file size | Peak memory consumption |