{"uid":"cap_E15EylgZXRWznuWqqh_XC","slug":"machine-utilisation-imports-required-cell-check-316e795e","name":"Machine Utilisation Imports — Required Cell Check","description":"Machine utilisation imports — Required cell check: Required cell check for Machine utilisation 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 required cell check report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-machines-required?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"observation_id,observed_on,machine_id,running_hours,scheduled_hours\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_odmlNwvSJ94tL-vt0OPuX","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 that required cells are present and non-empty in a machine utilisation CSV dataset, up to 1000 rows.","exampleAgentPrompt":"Can you run a required cell check on my machine utilisation CSV? It has columns observation_id, observed_on, machine_id, running_hours, and scheduled_hours — here's the data, using a comma delimiter, and only allow group-a and group-b as categories.","exampleUseCases":[{"title":"Pre-import data completeness check","prompt":"Before I import this machine utilisation file into our system, can you validate it for missing required cells? The CSV uses commas as delimiters and has columns like observation_id, machine_id, running_hours, and scheduled_hours — I need to know if any mandatory fields are blank."},{"title":"Automated ETL pipeline validation","prompt":"As part of our nightly ETL pipeline, check this machine utilisation CSV for any missing required cells — it's comma-separated, up to 1000 rows, with allowed categories group-a and group-b, and flag anything that would break the import."},{"title":"Equipment hours audit before reporting","prompt":"We're about to generate our monthly equipment utilisation report — can you first check this CSV to make sure all required cells like running_hours and scheduled_hours are filled in? Use comma as the delimiter and let me know which rows are incomplete."}],"resultDescription":"A required cell check report indicating which rows and columns have missing or empty required values in the machine utilisation CSV, along with a summary of validation findings.","failureModes":["CSV exceeds 1000 rows — only up to 1000 rows are supported","CSV string exceeds 100,000 character limit — request rejected","Invalid delimiter specified — must be comma, semicolon, or tab","Cell content exceeds max_cell_length — validation error returned","Malformed CSV (unmatched quotes or inconsistent columns) — parse error","Category value not in allowed_categories list — flagged as invalid"],"whenToPreferThis":"Choose this endpoint when you need to verify that all required cells are populated in a machine utilisation CSV before importing or processing the data. It is specifically tailored for machine utilisation data schemas (observation_id, observed_on, machine_id, running_hours, scheduled_hours) and is ideal for pre-import validation pipelines, data quality gates, or ETL checks where missing mandatory fields would cause downstream failures.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:36.068Z","isFirstParty":false,"canonicalSlug":"machine-utilisation-imports-required-cell-check-316e795e"}