{"uid":"cap_4T0BG78-uDZsCS6uDGM3B","slug":"pipeline-durations-analytics-record-quality-audit-exact-row-ee18cd65","name":"Pipeline Durations Analytics: Record Quality Audit + Exact Row Deduplication + Adjacent Row Changes","description":"Pipeline durations — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes 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-05-217?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_LtuUFSBN61KmSdZNKEOQ_","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 analytical reports (record quality audit, exact row deduplication, and adjacent row changes) on pipeline duration records (run_seconds, processed_rows) for up to 200 rows.","exampleAgentPrompt":"Can you run the three-report analytics bundle on my pipeline duration records — quality audit, exact deduplication, and adjacent row changes — for these rows covering group-a and group-b, analyzing the run_seconds field?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 150 rows of pipeline run logs with run_seconds and processed_rows values. Can you audit them for record quality issues, find any exact duplicate rows, and show me where adjacent rows changed in the run_seconds field?"},{"title":"Deduplication review before warehouse load","prompt":"Before I load these pipeline duration records into our data warehouse, can you check for exact duplicate rows and give me a quality audit on the processed_rows field? There are about 80 rows across dataset groups prod-a and prod-b."},{"title":"Monitoring consecutive pipeline run shifts","prompt":"I want to see how my pipeline's processed_rows metric is changing from one run to the next — can you run the adjacent row changes report along with a quality audit on these 60 pipeline duration rows dated from 2025-01-01 to 2025-03-01?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in the selected field; (2) an exact row deduplication report identifying identical records; and (3) an adjacent row changes report showing value differences between consecutive rows — all computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Missing required fields (row_id, date, dataset_group) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Invalid field enum value (not run_seconds or processed_rows) — rejected","Empty rows array — minItems:1 violation","Numeric values outside allowed range — validation error"],"whenToPreferThis":"Choose this endpoint when you need a bundled, cost-efficient ($0.01 USDC) triple-report analytics pass on pipeline duration data (run_seconds or processed_rows) for up to 200 rows, with no need for live data lookup or external enrichment. Ideal for pre-load data quality checks, deduplication sweeps, and trend auditing on ETL or batch pipeline logs where all data is supplied inline.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:41:07.130Z","isFirstParty":false,"canonicalSlug":"pipeline-durations-analytics-record-quality-audit-exact-row-ee18cd65"}