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Sensor Observation Imports — CSV Whitespace Audit
x402
Sensor Observation Imports — CSV Whitespace Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-12).
Validates a sensor observation CSV table for whitespace issues, checking up to 1000 rows with support for quoted cells and configurable delimiters.
Price / call$0.01
Success—
StatusUnknown
How this service works
Sensor observation imports — Whitespace audit: Whitespace audit for Sensor observation 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.
Output
Returns a whitespace audit report for the submitted sensor observation CSV, including identified whitespace violations at the cell or row level, validation status, and any rows that failed checks based on the configured minimum/maximum values, allowed categories, and max cell length constraints.
Example use cases
IoT pipeline data quality gate
“Before I load this batch of sensor readings into the database, can you audit the CSV for whitespace issues? It's comma-delimited with columns reading_id, observed_on, sensor_id, temperature_c, and relative_humidity — flag anything that looks malformed or has stray spaces.”
Validate allowed sensor groups
“I have a sensor observation CSV with readings from group-a and group-b only — can you run a whitespace audit and make sure no other sensor categories snuck in, and that all cell values are under 200 characters?”
Pre-import quality check for humidity data
“Run a whitespace audit on my sensor CSV before I import it — values should stay between -100 and 1000, delimiter is a semicolon, and I want to catch any cells with rogue whitespace or formatting issues across all rows.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-sensors-whitespace?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, low-cost ($0.01 USDC) whitespace-specific audit of sensor observation CSV data before import or processing, especially when your data involves environmental readings (temperature, humidity) with known sensor group categories and you want cell-level whitespace validation without external enrichment or data transformation.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- More than 1000 rows submitted — rows beyond limit may be ignored or rejected
- Invalid delimiter value outside enum [',',';','\t'] — schema validation error
- Cell content exceeds max_cell_length — flagged as violation
- Malformed CSV with unmatched quotes — parse error returned
- Empty CSV string — minimum length violation
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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