{"uid":"cap_4LO4zJnad3_PMDndIBeaW","slug":"pipeline-durations-keyed-dataset-comparison-explicit-missing-value-fill-2afacb3e","name":"Pipeline Durations — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Pipeline durations — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied pipeline durations records (run_seconds, processed_rows). 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-05-190?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","run_seconds","processed_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"run_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","run_seconds":10,"dataset_group":"group-a","processed_rows":1},{"date":"2026-10-02","row_id":"row-2","run_seconds":20,"dataset_group":"group-b","processed_rows":2},{"date":"2026-10-03","row_id":"row-3","run_seconds":15,"dataset_group":"group-a","processed_rows":3},{"date":"2026-10-04","row_id":"row-4","run_seconds":30,"dataset_group":"group-b","processed_rows":4}],"maxItems":200,"minItems":1},"field":{"enum":["run_seconds","processed_rows"],"type":"string","default":"run_seconds"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","run_seconds","processed_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"run_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","run_seconds":10,"dataset_group":"group-a","processed_rows":1},{"date":"2026-10-02","row_id":"row-2","run_seconds":21,"dataset_group":"group-b","processed_rows":2},{"date":"2026-10-03","row_id":"row-3","run_seconds":17,"dataset_group":"group-a","processed_rows":3},{"date":"2026-10-04","row_id":"row-4","run_seconds":33,"dataset_group":"group-b","processed_rows":4}],"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_WjeNvedOoW9crQRnPWrhJ","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 pipeline-duration datasets by row_id and fills missing values explicitly, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Compare these two sets of pipeline run records by row_id — the primary dataset has rows like row-1 through row-50 with run_seconds and processed_rows for group-a and group-b, and here's the second dataset with slightly different run_seconds values — fill any missing run_seconds values explicitly and give me both comparison reports.","exampleUseCases":[{"title":"Nightly pipeline regression audit","prompt":"I have last night's pipeline run records and last week's baseline — both have up to 150 rows with row_id, date, dataset_group, run_seconds, and processed_rows. Compare them by row_id on the run_seconds field and fill any missing values so I can see where regressions occurred."},{"title":"Cross-environment duration discrepancy check","prompt":"Here are pipeline duration logs from staging and production — same row IDs, same date range, but I suspect processed_rows differs between environments. Compare the two datasets on processed_rows, fill any nulls explicitly, and give me both analytical reports."},{"title":"Data quality review before pipeline SLA report","prompt":"Before I submit the monthly SLA report, I need to compare this month's pipeline durations against last month's baseline by row_id, fill any missing run_seconds values, and get a side-by-side comparison for up to 200 rows across group-a and group-b."}],"resultDescription":"Returns two independent analytical reports: (1) a keyed dataset comparison showing row-by-row differences in the selected field (run_seconds or processed_rows) between the primary and comparison datasets, matched by row_id; (2) an explicit missing-value fill report identifying and imputing null or absent values in the supplied records. All computation is performed locally with no external lookups or predictions.","failureModes":["Exceeding 200 rows in either dataset returns a validation error","Missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) on any row causes rejection","Invalid date format (not YYYY-MM-DD) triggers a pattern validation error","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array (minItems: 1 not met) returns an error","Invalid field enum value (not run_seconds or processed_rows) causes request failure"],"whenToPreferThis":"Choose this endpoint when you need a paired analytical output — both a keyed row-by-row comparison and an explicit missing-value fill — on pipeline duration data (run_seconds, processed_rows) in a single $0.01 call for up to 200 rows. It is purpose-built for ETL/pipeline audit workflows where null handling and dataset diffing are needed together without external API dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:37:28.645Z","isFirstParty":false,"canonicalSlug":"pipeline-durations-keyed-dataset-comparison-explicit-missing-value-fill-2afacb3e"}