{"uid":"cap_ki4JC10lkp1Sgtl-R4-bp","slug":"cloud-usage-imports-exact-row-duplicates-validator-84c1fa5a","name":"Cloud Usage Imports — Exact Row Duplicates Validator","description":"Cloud usage imports — Exact row duplicates: Exact row duplicates for Cloud usage 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-cloud-usage-duplicate-rows?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"usage_id,reported_on,resource_id,used_units,billed_amount\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_f6MZ29dml8gLuBpMEn_-v","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 cloud usage import CSV file and returns a report of exact row duplicates, up to 1000 rows.","exampleAgentPrompt":"Can you check this cloud usage CSV for exact duplicate rows? The file uses comma delimiters and has columns like usage_id, reported_on, resource_id, used_units, and billed_amount — I want a full duplicates report before I submit it.","exampleUseCases":[{"title":"Pre-import cloud billing data audit","prompt":"Before I upload this month's cloud usage import CSV to our billing system, can you scan it for any exact duplicate rows? It's comma-delimited and has up to 800 records — I need to catch any repeated entries before they cause double-billing."},{"title":"Automated data pipeline validation","prompt":"As part of our nightly pipeline, check the cloud usage CSV we just generated for exact row duplicates — it's tab-delimited, up to 1000 rows, and categories should only include group-a and group-b. Flag any repeated lines."},{"title":"Reconciling usage report discrepancies","prompt":"Our cloud usage report totals look off — can you run an exact duplicate row check on this CSV file? It uses semicolons as delimiters and I want to see which rows are repeated so I can figure out where the overcounting is coming from."}],"resultDescription":"Returns a structured report identifying exact duplicate rows found within the submitted CSV, including which rows are duplicates and how many times each appears, up to a limit of 1000 rows analyzed.","failureModes":["CSV exceeds 100,000 character limit — request rejected","CSV contains fewer than 1 character — validation error","Delimiter not one of comma, semicolon, or tab — rejected","Cell content exceeds max_cell_length limit — parsing error","Malformed CSV that cannot be parsed — error response","More than 100 allowed_categories specified — rejected"],"whenToPreferThis":"Choose this endpoint when you specifically need to detect exact row duplicates in a cloud usage import CSV before processing or submitting it. It is optimized for the cloud usage billing domain with relevant field presets (usage_id, resource_id, used_units, billed_amount). Prefer it over generic CSV validators when the goal is duplicate detection on usage/billing data rather than schema validation or field-level checks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:28.471Z","isFirstParty":false,"canonicalSlug":"cloud-usage-imports-exact-row-duplicates-validator-84c1fa5a"}