{"uid":"cap_IIEgXK2cNYCnzStlf429x","slug":"library-loan-imports-exact-row-duplicates-validator-c8379285","name":"Library Loan Imports — Exact Row Duplicates Validator","description":"Library loan imports — Exact row duplicates: Exact row duplicates for Library loan 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-loans-duplicate-rows?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"loan_id,borrowed_on,branch_id,loan_days,overdue_days\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_ocLPnI-tbKcMQxKjcvKDi","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 CSV file of library loan records and returns a report of exact row duplicates, up to 1000 rows.","exampleAgentPrompt":"Can you check this library loan CSV for exact duplicate rows? It uses a comma delimiter and has columns like loan_id, borrowed_on, branch_id, loan_days, and overdue_days — I want a full duplicates report before I import it.","exampleUseCases":[{"title":"Pre-import duplicate audit for library loans","prompt":"Before I push this CSV of library loans into the system, can you scan it for any exact duplicate rows? The file is comma-delimited and has fields like loan_id, borrowed_on, branch_id, loan_days, and overdue_days."},{"title":"Data quality check for branch loan records","prompt":"I exported loan records from our branch and I want to make sure there are no repeated rows before I process them — can you run an exact duplicate check on this CSV? It uses a comma delimiter."},{"title":"Validating allowed branch categories in loan data","prompt":"Can you check this library loan CSV for exact duplicate rows, and only flag records from branches in the allowed list group-a and group-b? The file is comma-separated with columns for loan_id, borrowed_on, branch_id, loan_days, and overdue_days."}],"resultDescription":"Returns a report identifying exact duplicate rows found in the submitted library loan CSV, including which rows are duplicates and how many times they appear, based on the declared schema and delimiter settings.","failureModes":["CSV exceeds 100,000 character limit — request rejected","CSV contains fewer than 1 character — rejected as empty input","Unsupported delimiter specified — only comma, semicolon, or tab allowed","Cell content exceeds max_cell_length — parsing may fail or row skipped","More than 1000 rows submitted — only first 1000 processed","Malformed CSV structure — unmatched quotes or inconsistent columns may cause parse errors"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01 USDC) check for exact duplicate rows in a library loan CSV before importing into a system of record. It is purpose-built for loan import data with fields like loan_id, branch_id, borrowed_on, loan_days, and overdue_days, and supports quoted cells and configurable delimiters. Prefer this over a generic CSV tool when the domain is specifically library loan imports and you want a specialized preset with no external enrichment or side effects.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:12:42.297Z","isFirstParty":false,"canonicalSlug":"library-loan-imports-exact-row-duplicates-validator-c8379285"}