query_dataset

shallow

io.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.

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: query_dataset
[![Vouch score](https://vouch.tools/api/tools/49a63ef0-0601-452c-8baf-0386f459177e/badge.svg)](https://vouch.tools/tools/49a63ef0-0601-452c-8baf-0386f459177e)
query_dataset — Vouch