{"uid":"cap_VY8ykMfZrqDwg_BU2olA1","slug":"maintenance-imports-declared-column-projection-9d6979f0","name":"Maintenance Imports — Declared Column Projection","description":"Maintenance imports — Declared column projection: Declared column projection for Maintenance 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 declared column projection report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-maintenance-projection?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"maintenance_id,performed_on,asset_id,labour_hours,parts_cost\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_u_m2zY_Ei_3dJSG4zaKjh","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 a declared CSV contract for maintenance import data, checking column structure, value ranges, and category membership for up to 1000 rows.","exampleAgentPrompt":"Can you validate this maintenance CSV against its declared column contract — check that maintenance_id, performed_on, asset_id, labour_hours, and parts_cost columns are correct, that labour_hours is between 0 and 500, parts_cost between 0 and 10000, and asset_id is one of group-a or group-b? Here's the CSV data.","exampleUseCases":[{"title":"Pre-import maintenance log validation","prompt":"Before I import this maintenance log CSV into our system, can you validate it against the declared column contract? The columns are maintenance_id, performed_on, asset_id, labour_hours, and parts_cost. Asset IDs should only be group-a or group-b, labour_hours must be between 0 and 200, and parts_cost between 0 and 5000."},{"title":"Automated pipeline CSV contract check","prompt":"I have a nightly pipeline that drops maintenance CSVs for import — can you run a declared column projection check on today's file to make sure all columns are present and correct, numeric values are within range (labour_hours 0–100, parts_cost 0–2000), and only approved asset categories are used?"},{"title":"Catching bad data before ETL load","prompt":"We're about to load a maintenance imports CSV into our ETL process but I'm worried the data team sent a malformed file — can you validate the column structure and check that asset_id values are restricted to group-a and group-b, and that parts_cost doesn't exceed 9999?"}],"resultDescription":"A declared column projection report indicating whether the CSV conforms to the declared contract, including per-column type checks, numeric range validation results, category membership checks for categorical columns, cell length violations, and any row-level errors found across up to 1000 rows.","failureModes":["CSV exceeds 1000 rows — only first 1000 are processed","CSV exceeds 100,000 character limit — request rejected","Malformed CSV with unbalanced quotes — parsing error returned","Delimiter mismatch — columns not parsed correctly if wrong delimiter specified","Cell length exceeds max_cell_length — flagged as violation","Numeric values outside min/max bounds — reported as range violations","Category values not in allowed_categories — reported as membership violations"],"whenToPreferThis":"Choose this endpoint when you need to validate a maintenance-specific CSV import file against a declared column contract before loading it into a system, especially when you need to enforce numeric ranges for fields like labour_hours and parts_cost, restrict asset_id values to a known set of categories, and get a structured validation report — all without any external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:34.460Z","isFirstParty":false,"canonicalSlug":"maintenance-imports-declared-column-projection-9d6979f0"}