query_dataset
shallowio.github.witanmarkets/witan · Verify this server
Run one read-only SQL statement over a dataset version on the server (requires auth): DuckDB reads the version's Parquet parts as the table `records` (extra fields of an allowExtra schema are the JSON column `_extra`). Use it for counts, averages and filters instead of paging through read_dataset. Limits: versions up to 2 GiB of parts, 20 seconds, 1000 rows returned (`truncated` says if more matched). The result size counts toward your egress; a paid dataset answers with its price. A schema has no time type: times (measured_at, published_at …) are ISO 8601 text — compare them as text, or cast with measured_at::TIMESTAMP for date arithmetic.
1 trials · measured today
query_dataset scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.witanmarkets/witan, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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[](https://vouch.tools/tools/49a63ef0-0601-452c-8baf-0386f459177e)