{"uid":"cap_BEtvltNUYbztSNeIhZMyV","slug":"csv-evaluation-run-imports-exact-row-duplicate-detector-8571c447","name":"CSV Evaluation Run Imports — Exact Row Duplicate Detector","description":"Evaluation run imports — Exact row duplicates: Exact row duplicates for Evaluation run 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-evaluations-duplicate-rows?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"evaluation_id,evaluated_on,dataset_id,correct_count,example_count\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_7q8aXeCe0iqXKHaFmckNt","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 of evaluation run import records and identifies exact duplicate rows within the dataset, returning a structured duplicates report.","exampleAgentPrompt":"Can you check this evaluation run CSV for exact duplicate rows? It uses comma delimiters and has columns like evaluation_id, evaluated_on, dataset_id, correct_count, and example_count — I want a report on any rows that appear more than once before I import it.","exampleUseCases":[{"title":"Pre-import evaluation data deduplication","prompt":"Before I upload this evaluation run CSV to our ML pipeline, can you scan it for exact duplicate rows? The file is comma-delimited and I want to catch any repeated records where all columns match exactly."},{"title":"Automated QA check for evaluation datasets","prompt":"I need to validate the quality of our evaluation run import file — specifically check whether any rows are exact duplicates of each other. The CSV uses comma delimiters and allowed category values are group-a and group-b."},{"title":"Audit repeated entries in experiment results","prompt":"Can you audit this experiment evaluation CSV and tell me which rows, if any, are exact duplicates? It has up to 500 rows with semicolon delimiters and I want a full report on any repeated entries before we publish the results."}],"resultDescription":"A structured report identifying which rows in the submitted CSV are exact duplicates of one another, including row indices or identifiers for the duplicated entries, along with a validation summary for the declared CSV contract (up to 1000 rows, with support for quoted cells and configurable delimiters).","failureModes":["CSV exceeds 1000 row limit — request rejected","CSV text exceeds 100,000 character maxLength — payload too large","Invalid delimiter specified (must be comma, semicolon, or tab) — validation error","Cell content exceeds max_cell_length limit — truncation or rejection error","Malformed CSV syntax (unclosed quotes, mismatched columns) — parse error","Empty CSV input (minLength:1 not met) — validation error","Category values not in allowed_categories list — validation warning or error"],"whenToPreferThis":"Use this endpoint when you need to detect exact row-level duplicates in a CSV file specifically structured as evaluation run imports (fields like evaluation_id, evaluated_on, dataset_id). It is optimized for this narrow schema contract, handles quoted cells, and supports configurable delimiters and category allow-lists. Prefer it over generic deduplication tools when working within ML evaluation pipelines where row-level data integrity before import is critical and you want a cheap ($0.01 USDC), fast, purpose-built report.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:17:57.016Z","isFirstParty":false,"canonicalSlug":"csv-evaluation-run-imports-exact-row-duplicate-detector-8571c447"}