{"uid":"cap_SsZAnm52o5A2eotSX63HY","slug":"cloud-usage-imports-csv-column-statistics-56969fa9","name":"Cloud Usage Imports — CSV Column Statistics","description":"Cloud usage imports — Column statistics: Column statistics for Cloud usage 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 column statistics report.","url":"https://market.datapackvibe.com/x402/assistant-bx-csv-cloud-usage-column-stats?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"csv":{"type":"string","default":"usage_id,reported_on,resource_id,used_units,billed_amount\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_H32cNJG11U631l7T_v4W4","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 cloud usage CSV table and returns per-column statistics (up to 1000 rows) including category checks and numeric range validation.","exampleAgentPrompt":"Can you run column statistics on this cloud usage CSV — it has columns usage_id, reported_on, resource_id, used_units, and billed_amount — and check that numeric values are between 0 and 1000000, allowed categories are group-a and group-b, using a comma delimiter?","exampleUseCases":[{"title":"Pre-ingestion cloud billing data check","prompt":"Before I load this month's cloud usage import into our data warehouse, can you validate the CSV column by column — make sure billed_amount stays between 0 and 500000, resource_id values are only from the list ['compute-1','storage-2','network-3'], and flag anything suspicious?"},{"title":"Automated FinOps anomaly detection","prompt":"I've got a cloud usage CSV from our provider with columns usage_id, reported_on, resource_id, used_units, and billed_amount — run column statistics on it with a minimum of -1 and maximum of 999999 and tell me if any columns have values outside the expected ranges."},{"title":"Validating team-submitted usage reports","prompt":"Our teams submit cloud usage CSV files every week — can you check this one to make sure the category column only contains allowed values like 'team-alpha' and 'team-beta', numeric columns are all positive, and give me a full column stats breakdown?"}],"resultDescription":"Returns a per-column statistics report for the submitted CSV, including numeric range checks (min/max conformance), category membership validation, cell length violations, and summary metrics for each column — covering up to 1000 rows of cloud usage data.","failureModes":["CSV exceeds 100,000 character limit — request rejected","CSV contains more than 1000 rows — only first 1000 processed or error returned","Malformed CSV that cannot be parsed even with quoted-cell support","Delimiter mismatch causing incorrect column parsing","Numeric values outside the -1,000,000,000,000 to 1,000,000,000,000 bounds — validation flags or rejection","Empty CSV string — minimum length violation"],"whenToPreferThis":"Choose this endpoint when you need structured, per-column statistical validation of a cloud usage or billing CSV — especially when you want to enforce numeric bounds and allowed category values without any external data enrichment. Ideal for pre-ingestion data quality checks in FinOps or cloud cost management pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:10:47.715Z","isFirstParty":false,"canonicalSlug":"cloud-usage-imports-csv-column-statistics-56969fa9"}