{"uid":"cap_BOJBy-n2oryKUO3ndlLnE","slug":"transformation-throughput-analytics-quality-audit-deduplication-4597aff0","name":"Transformation Throughput Analytics: Quality Audit + Deduplication + Numeric Interval Filter","description":"Transformation throughput — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied transformation throughput records (processed_rows, duration_seconds). 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-13-214?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_rows"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_sRYvjpyqu6uEh1VV81TG7","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 transformation throughput records: record quality audit, exact row deduplication, and numeric interval filter for processed_rows or duration_seconds fields.","exampleAgentPrompt":"Can you run a quality audit, deduplication check, and interval filter on my transformation throughput data — here are up to 200 rows with row_id, dataset_group, date, processed_rows, and duration_seconds — filter the processed_rows field between 0 and 500?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 150 rows of transformation throughput logs with processed_rows and duration_seconds — can you run a quality audit to spot missing or invalid values, find any exact duplicate rows, and filter to only show records where processed_rows is between 10 and 5000?"},{"title":"Deduplication of batch processing records","prompt":"My batch processing exports have some repeated rows — can you deduplicate my 80 throughput records (each has a row_id, dataset_group, date, processed_rows, and duration_seconds) and also give me a quality audit showing which records have data issues?"},{"title":"Interval filtering for long-running jobs","prompt":"I want to isolate transformation jobs that ran longer than expected — can you filter my throughput dataset by duration_seconds between 30 and 3600, and include a record quality audit and deduplication report for all 120 rows?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values; (2) an exact row deduplication report identifying and removing duplicate records; (3) a numeric interval filter report showing only rows where the selected field (processed_rows or duration_seconds) falls within the specified minimum–maximum range. All reports are computed locally with no external lookups.","failureModes":["Fewer than 1 row provided — request rejected (minItems: 1)","More than 200 rows submitted — request rejected (maxItems: 200)","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) — schema validation failure","Field enum value not recognized (must be 'processed_rows' or 'duration_seconds') — error","Minimum greater than maximum — may produce empty interval filter results","Numeric values outside allowed range (±1,000,000,000,000) — validation error"],"whenToPreferThis":"Choose this endpoint when you need three combined analytical operations — quality audit, exact deduplication, and numeric range filtering — on transformation throughput records (processed_rows, duration_seconds) in a single $0.01 call, without needing any external data lookups, predictions, or ML-based anomaly detection. Best for data engineering teams validating ETL pipeline outputs locally.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:41.399Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-quality-audit-deduplication-4597aff0"}