{"uid":"cap_Ryyd64lNvr3Wd8d4LQOCD","slug":"pipeline-durations-analytics-quality-audit-deduplication-trailing-mean-6c412ca2","name":"Pipeline Durations Analytics — Quality Audit + Deduplication + Trailing Mean","description":"Pipeline durations — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series 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-05-216?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_924E6QNIJWSja1kklM2eK","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 local analytical reports on pipeline duration records: record quality audit, exact row deduplication, and trailing mean time series for run_seconds or processed_rows.","exampleAgentPrompt":"Can you run a quality audit, exact deduplication, and trailing mean series (window of 3) on my pipeline duration records — here are 10 rows with run_seconds and processed_rows — and analyze the run_seconds field?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 50 pipeline run records with dates, run_seconds, and processed_rows. Can you audit them for data quality issues, flag any exact duplicate rows, and compute a trailing mean over a window of 5 for run_seconds?"},{"title":"Rolling average for pipeline performance monitoring","prompt":"Here are 120 pipeline duration logs across two dataset groups. Please compute a trailing mean series with a window of 7 on the processed_rows field and also run the quality audit and deduplication checks."},{"title":"Deduplication before dashboard ingestion","prompt":"Before I load these 80 pipeline execution records into our dashboard, can you check for exact duplicate rows, run a quality audit to catch nulls or bad values, and give me a trailing mean of run_seconds with a window of 4?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or out-of-range values; (2) an exact row deduplication report identifying duplicate records; and (3) a trailing mean time series computed over the specified window for the chosen numeric field (run_seconds or processed_rows). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Fewer than 1 row supplied — minimum item count not met","More than 200 rows supplied — exceeds maxItems limit","Missing required fields (row_id, date, dataset_group, run_seconds, processed_rows) on any row","Date field does not match YYYY-MM-DD pattern — validation error","Window size smaller than 2 or larger than 200 — rejected by schema","Payment of 0.01 USDC not provided — 402 payment required response","Invalid field enum value (must be run_seconds or processed_rows)"],"whenToPreferThis":"Use this endpoint when you have up to 200 pipeline duration records and need all three of a quality audit, exact deduplication, and rolling mean computation in a single cheap call ($0.01 USDC). Prefer this over separate analytics tools when working with ETL/pipeline timing data (run_seconds, processed_rows) and want bundled local analysis without external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T04:34:32.215Z","isFirstParty":false,"canonicalSlug":"pipeline-durations-analytics-quality-audit-deduplication-trailing-mean-6c412ca2"}