{"uid":"cap_LWQtn3KGP1sowWUoqHDTE","slug":"evaluation-run-imports-csv-column-statistics-9a435572","name":"Evaluation Run Imports — CSV Column Statistics","description":"Evaluation run imports — Column statistics: Column statistics 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 column statistics report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-evaluations-column-stats?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_AYA_QCL8lL4vUbX2CLCjm","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 data and returns per-column statistics, supporting up to 1000 rows with configurable delimiters and cell constraints.","exampleAgentPrompt":"Can you validate my evaluation run CSV and give me column statistics? Here's the data with comma delimiter — columns are evaluation_id, evaluated_on, dataset_id, correct_count, example_count — and I want to allow categories 'group-a' and 'group-b' with numeric values between 0 and 1000000.","exampleUseCases":[{"title":"Pre-import column quality check","prompt":"Before I import these evaluation run records, can you run column statistics on this CSV and tell me if all the values in dataset_id are within the allowed categories 'group-a', 'group-b', and 'group-c', and that correct_count stays between 0 and 500?"},{"title":"Debugging bad evaluation data","prompt":"I'm getting weird results from my evaluation pipeline — can you run column stats on this CSV with a comma delimiter and flag any cells that exceed 200 characters or have numeric values outside the range -100 to 100?"},{"title":"Automated CSV contract validation","prompt":"Every night we export evaluation run data as a semicolon-delimited CSV — can you validate the column statistics against allowed categories 'experiment-1' and 'experiment-2' and numeric bounds from 0 to 1000000000000 so we catch schema violations before they hit the database?"}],"resultDescription":"Returns a structured column statistics report for each column in the CSV, including data type inference, numeric range checks, category membership validation, cell length violations, and summary counts — covering up to 1000 rows per call.","failureModes":["CSV exceeds 100,000 character limit — request rejected","CSV has fewer than 1 character — empty input error","Delimiter not in allowed set (comma, semicolon, tab) — validation error","Cell exceeds max_cell_length limit — flagged or error","More than 100 allowed_categories supplied — schema rejection","Malformed CSV structure preventing parsing — parse error"],"whenToPreferThis":"Choose this endpoint when you need to validate and profile columns in a CSV of evaluation run import data — especially when you need to enforce numeric bounds, category allow-lists, and cell length constraints before importing into a pipeline. It is purpose-built for evaluation run schemas (evaluation_id, dataset_id, correct_count, etc.) rather than being a generic CSV profiler.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:29.363Z","isFirstParty":false,"canonicalSlug":"evaluation-run-imports-csv-column-statistics-9a435572"}