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Equipment Runtime Exact Row Deduplication
x402
Equipment Runtime Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Removes exact duplicate rows from equipment runtime datasets (machine, date, run_hours, downtime_hours) with up to 200 records per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Equipment runtime - Exact row deduplication: Exact row deduplication for Equipment runtime. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded exact row deduplication deliverable.
Output
Returns a deduplicated array of equipment runtime records where all exact row matches (identical machine, date, run_hours, and downtime_hours values) have been reduced to a single representative row. The response preserves the original typed structure of each unique record.
Example use cases
Cleaning factory machine runtime logs
“I pulled runtime logs for our factory machines across the last month and there are duplicate entries — each row has a row_id, machine name, date, run_hours, and downtime_hours. Can you deduplicate them exactly and return only the unique records?”
Pre-processing equipment data before reporting
“Before I run my weekly equipment utilization report, I need to strip out any exact duplicate rows from my dataset of machine run hours and downtime. I have about 150 records. Can you clean those up for me?”
Deduplicating merged equipment datasets
“We merged equipment runtime data from two systems and ended up with exact row duplicates — same machine, date, run_hours, and downtime_hours. Can you deduplicate this set of records so I only have one copy of each unique entry?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-equipment-runtime-deduplicate?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, local exact-match deduplication of equipment runtime records (run_hours, downtime_hours per machine per date) without requiring external enrichment, forecasting, or fuzzy matching. Ideal for pre-processing datasets up to 200 rows before analytics or reporting pipelines at very low cost ($0.01 per call).
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, machine, date, run_hours, downtime_hours) cause rejection
- Invalid date format (not YYYY-MM-DD) triggers a pattern validation error
- Empty rows array returns an error since minItems is 1
- Numeric values outside allowed range cause schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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