{"uid":"cap_pgVCmVOdvTiYiaZLDTfEV","slug":"manufacturing-output-exact-row-deduplication-b4a2b5ac","name":"Manufacturing Output - Exact Row Deduplication","description":"Manufacturing output - Exact row deduplication: Exact row deduplication for Manufacturing output. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded exact row deduplication deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-deduplicate?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","line","date","units","defects"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"line":{"type":"string","default":"","maxLength":80},"units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"defects":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","line":"group-a","units":10,"row_id":"row-1","defects":1},{"date":"2026-10-02","line":"group-b","units":20,"row_id":"row-2","defects":2},{"date":"2026-10-03","line":"group-a","units":15,"row_id":"row-3","defects":3},{"date":"2026-10-04","line":"group-b","units":30,"row_id":"row-4","defects":4}],"maxItems":200,"minItems":1}}},"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_HQ5WQfFHAhgxpFjE5kIZp","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":"Removes exact duplicate rows from manufacturing output records (line, date, units, defects) and returns a deduplicated dataset of up to 200 typed records.","exampleAgentPrompt":"I have a batch of up to 50 manufacturing output records with fields like row_id, line, date, units, and defects — some rows are exact duplicates. Can you deduplicate them and give me back only the unique records?","exampleUseCases":[{"title":"Pre-analysis manufacturing data cleanup","prompt":"Before I run my production efficiency report, I need to deduplicate these 80 manufacturing output rows — they have fields like row_id, line, date, units, and defects, and I suspect some entries got logged twice. Can you strip out the exact duplicates and return the clean set?"},{"title":"ETL pipeline deduplication step","prompt":"As part of my ETL pipeline, I'm ingesting daily factory output records and need to remove any exact duplicate rows before loading them into the warehouse. I have about 120 records with row_id, line, date, units, and defects fields — please deduplicate them."},{"title":"Quality control data reconciliation","prompt":"Our QC system accidentally logged some production line defect records multiple times today. I have 35 rows for lines group-a and group-b covering dates in October 2026, each with units and defects counts — can you run exact row deduplication so I only keep unique entries?"}],"resultDescription":"A deduplicated list of manufacturing output records where exact duplicate rows (matching all fields: line, date, units, defects) have been removed. The response includes only the unique rows, preserving the original typed structure with row_id, line, date, units, and defects fields.","failureModes":["Input array is empty or missing (minItems:1 violation)","More than 200 rows submitted (maxItems:200 exceeded)","Date field does not match YYYY-MM-DD pattern","row_id is blank or missing (minLength:1 required)","units or defects values exceed numeric bounds (±1,000,000,000,000)","Additional properties included in row objects (additionalProperties:false)","Payment not provided or insufficient USDC balance"],"whenToPreferThis":"Choose this endpoint when you need fast, local exact-row deduplication on manufacturing output records (line, date, units, defects) with up to 200 rows, at low cost ($0.01 USDC). It performs no external enrichment or ML-based fuzzy matching — ideal for strict exact-match deduplication as a lightweight data-cleaning step before downstream analytics or storage.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:13.363Z","isFirstParty":false,"canonicalSlug":"manufacturing-output-exact-row-deduplication-b4a2b5ac"}