{"uid":"cap_eiUF5uJE6Sl8g4flt27bn","slug":"payroll-input-imports-exact-row-duplicates-validator-0d7d85c1","name":"Payroll Input Imports — Exact Row Duplicates Validator","description":"Payroll input imports — Exact row duplicates: Exact row duplicates for Payroll input imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one CSV exact row duplicates report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-payroll-duplicate-rows?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"pay_id,period_ends_on,department_id,gross_pay,deductions\nrecord-a,2026-01-01,group-a,10,2\nrecord-b,2026-01-02,group-b,20,3","maxLength":100000,"minLength":1},"maximum":{"type":"number","default":1000000000000,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":-1000000000000,"maximum":1000000000000,"minimum":-1000000000000},"delimiter":{"enum":[",",";","\t"],"type":"string","default":","},"max_cell_length":{"type":"integer","default":1000,"maximum":5000,"minimum":1},"allowed_categories":{"type":"array","items":{"type":"string","default":"","maxLength":100,"minLength":1},"default":["group-a","group-b"],"maxItems":100,"minItems":0}}},"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_Wj7gehRsf8umjDsepSbEc","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":"Validates a payroll CSV file and reports exact duplicate rows, supporting up to 1000 rows with configurable delimiter and cell constraints.","exampleAgentPrompt":"Can you check my payroll CSV for exact duplicate rows? It uses a comma delimiter and the department categories are group-a and group-b — here's the data: pay_id,period_ends_on,department_id,gross_pay,deductions\\nrecord-a,2026-01-01,group-a,10,2\\nrecord-b,2026-01-02,group-b,20,3","exampleUseCases":[{"title":"Pre-import payroll deduplication check","prompt":"Before I upload this month's payroll file to our system, can you scan it for exact duplicate rows? The CSV uses comma separators and our departments are group-a, group-b, and group-c."},{"title":"Payroll audit for repeated records","prompt":"I need to audit our Q1 payroll import CSV — can you find any rows that appear more than once? The file is semicolon-delimited and I want to flag any duplicates before we process payments."},{"title":"Automated payroll data quality validation","prompt":"Run a duplicate row check on this payroll CSV for me — it has columns for pay_id, period_ends_on, department_id, gross_pay, and deductions. Let me know if any identical records show up so I can clean it up first."}],"resultDescription":"A report identifying all exact duplicate rows found in the submitted payroll CSV, including which rows are repeated, enabling data quality review before importing payroll data into downstream systems.","failureModes":["CSV exceeds 100,000 character limit — request rejected","CSV contains more than 1000 rows — validation not performed","Invalid delimiter specified — only comma, semicolon, or tab accepted","Cell content exceeds max_cell_length — parsing error","Malformed CSV that cannot be parsed — error response returned","Empty CSV input — minimum length of 1 character not met"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, inexpensive ($0.01 USDC) way to detect exact duplicate rows in payroll-domain CSVs before import, particularly when you need to enforce category allowlists for department fields and want no external enrichment of your sensitive payroll data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:49.593Z","isFirstParty":false,"canonicalSlug":"payroll-input-imports-exact-row-duplicates-validator-0d7d85c1"}