{"uid":"cap_mN6nB6SdvIIiU0Zlsg1OV","slug":"prediction-result-imports-numeric-range-check-885692da","name":"Prediction Result Imports — Numeric Range Check","description":"Prediction result imports — Numeric range check: Numeric range check 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 numeric range check report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-predictions-ranges?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_24tufQ8XHTceMqmkG2ZQH","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 numeric values in a CSV of prediction results to ensure all figures fall within a declared minimum-maximum range.","exampleAgentPrompt":"Can you run a numeric range check on my prediction results CSV — comma-delimited, with probability values that should be between 0 and 1 and latency_ms between 0 and 5000? The CSV has headers prediction_id, predicted_on, model_id, probability, latency_ms.","exampleUseCases":[{"title":"ML model output probability audit","prompt":"I have a CSV of model prediction outputs with a probability column that should only contain values between 0 and 1 — can you validate it and flag any rows that fall outside that range? The file is comma-delimited and has up to 800 rows."},{"title":"Latency threshold compliance check","prompt":"My prediction export CSV has a latency_ms column and I need to make sure no value exceeds 10000 milliseconds — can you run a numeric range check with minimum 0 and maximum 10000 on it?"},{"title":"Pre-import data contract validation","prompt":"Before I import these prediction results into our warehouse, I need to confirm all numeric fields stay within the declared contract range of -1000 to 1000000 — can you validate this semicolon-delimited CSV for me?"}],"resultDescription":"A CSV numeric range check report indicating whether all numeric cells in the supplied prediction results CSV fall within the declared minimum and maximum bounds, highlighting any out-of-range values found across up to 1000 rows.","failureModes":["CSV exceeds 1000 row limit — validation rejected","CSV string exceeds 100,000 character maxLength — rejected","Minimum value greater than maximum value — invalid range contract","Unsupported delimiter supplied outside of comma, semicolon, or tab — rejected","Cell length exceeds max_cell_length limit — parsing error","Malformed or unquoted CSV causing parse failures"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, purpose-built numeric range validation pass on a prediction results CSV — specifically when you want to confirm that numeric columns like probabilities, scores, or latency figures comply with a declared min/max contract before importing or processing. It is ideal for pre-import data quality gates on ML model outputs, where you need a fast, inexpensive ($0.01 USDC) structured report without external enrichment or schema inference overhead.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T00:53:26.626Z","isFirstParty":false,"canonicalSlug":"prediction-result-imports-numeric-range-check-885692da"}