{"uid":"cap_qV-mq2NqHaUC7qGw41FSh","slug":"prediction-result-imports-csv-validation-summary-4ed51c00","name":"Prediction Result Imports — CSV Validation Summary","description":"Prediction result imports — Validation summary: Validation summary for Prediction result 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 validation summary report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-predictions-summary?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"prediction_id,predicted_on,model_id,probability,latency_ms\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_SYoP9Bdlbm1SrjpQJw8PL","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 table of prediction results (up to 1000 rows) and returns a structured validation summary report.","exampleAgentPrompt":"Can you validate this prediction results CSV for me — delimiter is comma, probabilities should be between 0 and 100, and only 'group-a' and 'group-b' are allowed model categories? Here's the CSV: prediction_id,predicted_on,model_id,probability,latency_ms\\nrecord-a,2026-01-01,group-a,85,2\\nrecord-b,2026-01-02,group-c,20,3","exampleUseCases":[{"title":"Pre-import QA for ML pipeline","prompt":"Before we push these prediction results into the database, can you run a validation summary on this CSV? Delimiter is comma, probabilities must be between 0 and 1, and valid model IDs are only 'model-v1' and 'model-v2'."},{"title":"Category compliance check for audit","prompt":"I need to verify that none of the model_id values in my predictions CSV go outside our approved list of 'alpha', 'beta', and 'gamma' — can you validate it and summarize any violations?"},{"title":"Data quality report for stakeholders","prompt":"Can you validate this CSV export of last quarter's prediction imports and give me a summary of any rows with out-of-range probability values or cell length issues? Probabilities should be between 0 and 100, and the delimiter is a semicolon."}],"resultDescription":"A structured CSV validation summary report indicating whether the input CSV conforms to the declared contract, including counts of valid/invalid rows, specific cell or value violations, out-of-range numeric values, disallowed category values, and any parsing errors encountered across up to 1000 rows.","failureModes":["CSV exceeds 1000 rows — only first 1000 rows validated","CSV string exceeds 100,000 character limit — request rejected","Invalid delimiter specified — parsing fails","Cell content exceeds max_cell_length — flagged as violation","Numeric values outside declared minimum/maximum range — flagged in report","Malformed quoted cells — may cause parse errors or unexpected row splits","Empty CSV string — returns error or empty summary"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, structured validation summary for a prediction-results CSV before importing it into a downstream system, especially when you want to enforce numeric bounds, category allowlists, and cell-length constraints in a single call. It is best suited for pre-import QA workflows on datasets up to 1000 rows where no external data enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T00:52:08.675Z","isFirstParty":false,"canonicalSlug":"prediction-result-imports-csv-validation-summary-4ed51c00"}