{"uid":"cap_xiH0poF6l8KNuju2aIaMy","slug":"prediction-result-imports-trimmed-typed-conversion-d7753df3","name":"Prediction Result Imports — Trimmed Typed Conversion","description":"Prediction result imports — Trimmed typed conversion: Trimmed typed conversion 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 trimmed typed conversion report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-predictions-normalise?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_BY0nsM0TAdhfgT02uo9D3","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 and normalizes a CSV table of prediction results by trimming whitespace, inferring types, and enforcing schema contracts up to 1000 rows.","exampleAgentPrompt":"Can you validate and normalize this predictions CSV for me — it has columns prediction_id, predicted_on, model_id, probability, and latency_ms, delimited by commas, with allowed categories group-a and group-b, and probabilities that should be between 0 and 1? Here's the raw CSV data to check.","exampleUseCases":[{"title":"ML pipeline pre-ingestion validation","prompt":"Before I load this batch of model predictions into our database, can you run a trimmed typed conversion check on this CSV — it uses comma delimiters, the model_id column should only contain values 'model-v1' or 'model-v2', and probability should be between 0 and 1?"},{"title":"Data quality gate for prediction exports","prompt":"I exported predictions from our scoring service and need to validate the CSV before handing it off — please check for type correctness and trim any whitespace, the file uses semicolon delimiters and probability values should stay between 0.0 and 100.0."},{"title":"Automated schema contract check in CI","prompt":"As part of our nightly data pipeline, validate this prediction results CSV against our declared schema: comma-separated, allowed categories are 'group-a', 'group-b', and 'group-c', numeric values between -1000000000000 and 1000000000000, and max cell length of 500 characters."}],"resultDescription":"Returns a trimmed typed conversion report for the submitted prediction results CSV, including type-inferred and whitespace-trimmed cell values, schema contract validation results, any row or cell-level violations, and summary pass/fail status — covering up to 1000 rows with quoted cell support.","failureModes":["CSV exceeds 100,000 character limit — request rejected","More than 1000 rows submitted — validation capped or rejected","Cell value exceeds max_cell_length — flagged as violation","Numeric value outside specified minimum/maximum range — flagged","Category value not in allowed_categories list — flagged as invalid","Malformed CSV structure (unclosed quotes, wrong delimiter) — parse error returned","Empty CSV string submitted — rejected due to minLength constraint"],"whenToPreferThis":"Choose this endpoint when you need to validate and normalize a prediction results CSV against a declared schema contract, especially when you require typed conversion (not just raw text parsing), whitespace trimming, category allowlist enforcement, and numeric bounds checking — all without any external enrichment or side effects. Ideal for data pipeline pre-ingestion gates, CI schema checks, and ML output quality validation up to 1000 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:25.637Z","isFirstParty":false,"canonicalSlug":"prediction-result-imports-trimmed-typed-conversion-d7753df3"}