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Spectrometry Records - Schema Directionality Analysis
x402
Spectrometry Records - Schema Directionality Analysis is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.035175/call, status unknown (last checked 2026-10-20).
Compares closed export-field schema directionality between 'before' and 'after' spectrometry record sets to detect structural divergence in field ordering or schema orientation.
Price / call$0.035175
Success—
StatusUnknown
How this service works
Compare closed export-field Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a structured analysis of schema directionality differences between the 'before' and 'after' spectrometry record arrays, indicating whether closed export fields have shifted orientation or ordering, based on the supplied records — this is not independent certification but a comparison of caller-supplied data.
Example use cases
Spectrometry pipeline schema drift detection
“I have two snapshots of spectrometry export records — the set from before our pipeline update and the set after — can you check whether the schema field directionality has changed? Use public data class and flag nonpersonal metadata as true.”
Synthetic data schema validation for QA
“We generated a synthetic spectrometry dataset and I want to confirm its export-field schema directionality matches our baseline records; please compare the before and after arrays with data class set to synthetic and nonpersonal metadata true.”
Export field orientation audit before release
“Before we ship this spectrometry data export, run a schema directionality comparison between the old and new record arrays — mark it as public data class and enable nonpersonal metadata so I can confirm no closed fields have changed orientation.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/spectrometry-records/schema-directionality?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need to programmatically compare the schema directionality (field orientation/ordering) of closed export fields across two versions of spectrometry records, particularly when validating pipeline changes, synthetic data generation, or pre-release export audits. Prefer this over generic schema diff tools when working specifically with spectrometry record formats and needing a per-field directionality signal rather than a raw diff.
Side effects
- 'before' array is empty or missing (minItems:1 required) — validation error returned
- 'after' array exceeds 32 items — request rejected with schema validation error
- nonpersonalMetadata not set to true (const:true) — request fails schema validation
- dataClass value outside 'public' or 'synthetic' enum — rejected
- Malformed record objects in before/after arrays causing parsing failure
- Network or payment authorization failure via x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| after | array | |
| before | array | |
| dataClass | string | |
| nonpersonalMetadata | boolean | |
| consumerAllowsExtraFields | boolean |
Tags
x402
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