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Cloud Usage Imports — Declared Column Projection
x402
Cloud Usage Imports — Declared Column Projection is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Validates a declared CSV table contract for cloud usage import data, checking column structure and data integrity for up to 1000 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Cloud usage imports — Declared column projection: Declared column projection 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 declared column projection report.
Output
Returns a declared column projection report indicating whether the submitted CSV passes the declared table contract, including column structure validation, value range checks, category allowlist enforcement, and cell length constraints for up to 1000 rows.
Example use cases
Pre-import cloud billing CSV check
“Before I import this cloud billing file, can you validate the CSV against our declared column contract? It's comma-separated with columns usage_id, reported_on, resource_id, used_units, and billed_amount, allowed resource categories are prod-east and prod-west, and no billed_amount should exceed 50000.”
FinOps team usage data audit
“I need to verify our monthly cloud usage export is properly structured — it's a tab-delimited CSV with usage_id, reported_on, resource_id, used_units, billed_amount columns, allowed categories are compute, storage, and network, with values between -1000000000000 and 1000000000000. Can you run a declared column projection report on it?”
Automated pipeline CSV contract enforcement
“Check this cloud usage CSV we're about to push through our data pipeline — it's comma-delimited, declared columns are usage_id, reported_on, resource_id, used_units, billed_amount, only allow category group-a, and flag any cells over 1000 characters long.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-cloud-usage-projection?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to validate cloud usage or billing CSV data against a declared column contract before importing or processing it, particularly when you need to enforce category allowlists, value ranges, and cell length limits on structured cloud resource usage records. Best suited for FinOps, cloud cost management, and data pipeline pre-validation workflows where structured cloud billing data must meet a known schema contract.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- CSV has fewer than 1 character — rejected as empty
- More than 100 allowed_categories specified — schema validation error
- Cell value exceeds max_cell_length threshold — flagged in report
- Numeric values outside minimum/maximum bounds — contract violation reported
- Malformed CSV (unclosed quotes, inconsistent columns) — parse error
- Unsupported delimiter used — schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| csv | string | |
| maximum | number | |
| minimum | number | |
| delimiter | string | |
| max_cell_length | integer | |
| allowed_categories | array |
Tags
x402
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