{"uid":"cap_WcNHLNm68bltk1iTCp6op","slug":"machine-utilisation-imports-whitespace-audit-cd1c4c44","name":"Machine Utilisation Imports — Whitespace Audit","description":"Machine utilisation imports — Whitespace audit: Whitespace audit 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 whitespace audit report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-machines-whitespace?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_U02CtCghlIS9_C0UHqxSV","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 audits whitespace issues in a CSV of machine utilisation data (up to 1000 rows), checking quoted cells and enforcing schema constraints.","exampleAgentPrompt":"Can you run a whitespace audit on this machine utilisation CSV — it has columns observation_id, observed_on, machine_id, running_hours, and scheduled_hours — and check that machine_id values are only 'group-a' or 'group-b', running_hours are between 0 and 24, and no cell exceeds 500 characters?","exampleUseCases":[{"title":"Pre-import data quality gate","prompt":"Before I push this machine utilisation CSV into our data warehouse, can you audit it for whitespace problems? The file uses comma delimiters, machine IDs should only be 'line-1', 'line-2', or 'line-3', and running hours should be between 0 and 8760."},{"title":"Scheduled ETL pipeline validation","prompt":"Every morning we receive a machine utilisation export — can you validate today's CSV file for whitespace issues, making sure all values fall between 0 and 1000 and no cell is longer than 200 characters?"},{"title":"Ad-hoc operator data check","prompt":"My team just uploaded a machine utilisation CSV with observation_id, observed_on, machine_id, running_hours, and scheduled_hours columns — can you audit it for whitespace errors and flag any rows where machine_id isn't in the list 'press-a', 'press-b', 'press-c'?"}],"resultDescription":"A CSV whitespace audit report identifying cells or rows with whitespace violations, including details on which cells contain leading/trailing whitespace, whether quoted cells are properly handled, and whether values fall within the declared minimum/maximum range and allowed category lists.","failureModes":["CSV exceeds 1000 rows — only up to 1000 rows are validated","CSV string exceeds 100,000 character limit — request rejected","Cell length exceeds max_cell_length setting — flagged as violation","Invalid delimiter specified — must be comma, semicolon, or tab","Malformed CSV with unclosed quotes — parse error returned","Allowed categories list exceeds 100 entries — rejected","Numeric values outside configured minimum/maximum range — flagged"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, domain-specific whitespace audit for machine utilisation CSV imports — particularly when you have a declared schema contract with known column names (observation_id, observed_on, machine_id, running_hours, scheduled_hours), bounded numeric ranges, and a finite list of valid category values. It is purpose-built for this data shape, making it more precise than a generic CSV validator for machine operations data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:56.664Z","isFirstParty":false,"canonicalSlug":"machine-utilisation-imports-whitespace-audit-cd1c4c44"}