{"uid":"cap_9ZSrA60g8I6RVVILCXiPj","slug":"pipeline-durations-analytics-quality-audit-deduplication-numeric-40436db3","name":"Pipeline Durations Analytics: Quality Audit + Deduplication + Numeric Ordering","description":"Pipeline durations — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied pipeline durations records (run_seconds, processed_rows). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-05-213?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"}}},"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_IL9p_tM1m9aWU3qTW8v6z","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":"Runs three independent analytical reports — record quality audit, exact row deduplication, and numeric row ordering — on pipeline duration data (run_seconds, processed_rows) for up to 200 rows.","exampleAgentPrompt":"Can you run a quality audit, deduplication check, and numeric ordering report on my pipeline duration records — I have about 50 rows with run_seconds and processed_rows fields, and I want the analysis focused on run_seconds?","exampleUseCases":[{"title":"ETL pipeline quality audit","prompt":"I have 120 rows of ETL pipeline run data with run_seconds and processed_rows — can you audit them for quality issues, find any exact duplicate rows, and sort them by run_seconds numerically?"},{"title":"Deduplicate nightly batch job records","prompt":"My nightly batch job logs have some repeated entries. Can you take these 80 pipeline duration rows and give me a deduplication report plus a quality audit focused on the processed_rows field?"},{"title":"Order pipeline benchmarks for reporting","prompt":"I need to prepare a benchmark report — can you take these 30 pipeline duration records and give me a numeric ordering by run_seconds, plus flag any quality or data issues?"}],"resultDescription":"Returns three independent analytical reports for the supplied rows: (1) a record quality audit identifying missing, null, or out-of-range values; (2) an exact row deduplication report identifying repeated records; and (3) a numerically ordered view of rows sorted by the selected field (run_seconds or processed_rows). All processing is local with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, dataset_group, run_seconds, processed_rows) causes rejection","Invalid date format (not YYYY-MM-DD) fails pattern validation","Numeric values outside the allowed range (-1000000000000 to 1000000000000) are rejected","Supplying an invalid field enum value (not run_seconds or processed_rows) causes an error","Empty rows array (minItems: 1 not met) returns a validation error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality auditing, deduplication, and numeric ordering — on pipeline duration records in a single cost-efficient call ($0.01 USDC for all three). It is best suited for data engineers validating ETL or batch pipeline logs offline, without needing live external data, predictions, or professional assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:41:00.082Z","isFirstParty":false,"canonicalSlug":"pipeline-durations-analytics-quality-audit-deduplication-numeric-40436db3"}