{"uid":"cap__N8wz9L8rVpf44GDVvZwb","slug":"prediction-result-imports-csv-cell-length-audit-c0135053","name":"Prediction Result Imports — CSV Cell Length Audit","description":"Prediction result imports — Cell length audit: Cell length audit 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 cell length audit report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-predictions-length?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_RAdMuJcfA2XmYXCdMDF_W","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 cell lengths in a CSV of prediction result imports, auditing each cell against a configurable maximum character length limit.","exampleAgentPrompt":"Can you run a cell length audit on this predictions CSV — comma-delimited, max cell length of 200 characters, allowed categories are group-a and group-b — and tell me which cells are too long?\n\nprediction_id,predicted_on,model_id,probability,latency_ms\nrecord-a,2026-01-01,group-a,0.85,120\nrecord-b,2026-01-02,group-b,0.92,340","exampleUseCases":[{"title":"Pre-import data quality gate","prompt":"Before I load this into the prediction pipeline, can you audit the cell lengths in my CSV — delimiter is comma, max cell length 500 — and flag any rows where a cell exceeds that limit?\n\nprediction_id,predicted_on,model_id,probability,latency_ms\nrec-001,2026-03-01,model-alpha,0.77,210\nrec-002,2026-03-02,model-beta,0.91,305"},{"title":"Validate ML model output schema","prompt":"I have a CSV export from our ML model results — comma-separated, max 1000 characters per cell, allowed categories are ['segment-x','segment-y','segment-z']. Run a cell length audit and tell me which entries violate the length constraint."},{"title":"Catch oversized probability labels before batch upload","prompt":"Check this prediction results CSV for any cells longer than 50 characters — tab-delimited, allowed categories are ['low','medium','high'] — so I can clean it up before the batch import runs tonight."}],"resultDescription":"Returns a cell length audit report listing which cells in the prediction results CSV exceed the configured maximum character length, along with summary statistics on violations. The report covers up to 1000 rows of CSV data with support for quoted cells and configurable delimiters.","failureModes":["CSV exceeds 100,000 character input limit — request rejected","CSV contains fewer than 1 character — invalid input error","max_cell_length out of range (must be 1–5000) — validation error","delimiter not one of comma, semicolon, or tab — schema rejection","More than 100 allowed_categories provided — validation error","Malformed CSV that cannot be parsed — parse error response"],"whenToPreferThis":"Choose this endpoint when you need a focused, low-cost cell-length validation pass on a prediction results CSV — particularly before importing into a database or pipeline where field length constraints are enforced. It is purpose-built for the prediction result import schema (prediction_id, predicted_on, model_id, probability, latency_ms) and supports quoted cells, configurable delimiters, and category allowlists. Prefer it over general-purpose CSV validators when the specific domain is ML prediction outputs and you need a cheap ($0.01 USDC) per-audit report with no external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:52.303Z","isFirstParty":false,"canonicalSlug":"prediction-result-imports-csv-cell-length-audit-c0135053"}