{"uid":"cap_hN1hsK1BmgShb5q3gpsWf","slug":"validation-rule-results-keyed-dataset-comparison-explicit-missing-b9538fee","name":"Validation Rule Results — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Validation rule results — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied validation rule results records (passed_rules, total_rules). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-08-190?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","passed_rules","total_rules"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rules":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"passed_rules":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rules":1,"passed_rules":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","total_rules":2,"passed_rules":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","total_rules":3,"passed_rules":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","total_rules":4,"passed_rules":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["passed_rules","total_rules"],"type":"string","default":"passed_rules"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","passed_rules","total_rules"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rules":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"passed_rules":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rules":1,"passed_rules":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","total_rules":2,"passed_rules":21,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","total_rules":3,"passed_rules":17,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","total_rules":4,"passed_rules":33,"dataset_group":"group-b"}],"maxItems":200,"minItems":0},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_Q3dLFztxuQouqSlnHdNx9","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Compares two keyed datasets of validation rule results (passed_rules, total_rules) side-by-side and fills missing values explicitly, producing up to 2 analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two sets of validation rule results by row_id and dataset_group — one dataset has rows from group-a and group-b for October 2026 with passed_rules and total_rules values, and the other is a slightly different version of the same rows — fill any missing values explicitly and give me both analytical reports for the passed_rules field.","exampleUseCases":[{"title":"Detect rule-pass drift between pipeline runs","prompt":"I have two batches of validation results from our ETL pipeline — last week's run and this week's run, both keyed by row_id and dataset_group with passed_rules and total_rules. Compare them side by side, fill any nulls explicitly, and report on the passed_rules field so I can see where compliance has changed."},{"title":"Audit data quality across two vendor datasets","prompt":"We received validation rule result exports from two different vendors covering the same dataset groups and dates. Can you do a keyed comparison on passed_rules between the two, handle any missing values, and give me the two analytical reports so I can see which vendor's data aligns better?"},{"title":"Reconcile validation metrics after schema migration","prompt":"After our schema migration, I need to compare the before and after validation rule results — I have up to 150 rows in each set with row_id, dataset_group, date, passed_rules, and total_rules. Run a keyed comparison on total_rules, fill missing entries explicitly, and produce both reports."}],"resultDescription":"Returns up to 2 analytical reports: a keyed dataset comparison showing differences between the two supplied datasets matched on row_id and dataset_group, and an explicit missing-value fill report for the selected field (passed_rules or total_rules) — all computed locally without external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, dataset_group, date, passed_rules, total_rules) on any row — validation error","Date strings not matching YYYY-MM-DD pattern — schema rejection","Numeric values outside allowed range (±1,000,000,000,000) — validation error","Empty rows array (minItems:1 not met) — schema rejection","Mismatched row_id keys between rows and other arrays may result in unmatched comparison entries"],"whenToPreferThis":"Choose this endpoint when you need to compare two versions of validation rule result datasets keyed by row_id and dataset_group, with explicit handling of missing values, and you want two independent analytical reports in a single call. Ideal for data quality auditing, pipeline reconciliation, or vendor comparison tasks involving passed_rules and total_rules metrics on up to 200 rows. Not suitable for live data lookup, prediction, or datasets requiring more than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-11T12:48:33.794Z","isFirstParty":false,"canonicalSlug":"validation-rule-results-keyed-dataset-comparison-explicit-missing-b9538fee"}