-- DuckDB can read Parquet directly from Hugging Face over httpfs. -- Install once: -- INSTALL httpfs; LOAD httpfs; -- Then run any query like the ones below. -- 1) Today's leader per benchmark, sorted by sample size WITH latest AS ( SELECT max(snapshot_date) AS d FROM 'hf://datasets/OpenChainBench/benchmarks/headlines/**/*.parquet' ) SELECT slug, leader_name, value, unit, sample_size FROM 'hf://datasets/OpenChainBench/benchmarks/headlines/**/*.parquet' WHERE snapshot_date = (SELECT d FROM latest) ORDER BY sample_size DESC; -- 2) 7-day p50 trend for one bench / one provider SELECT snapshot_date, p50, p90, p99, success_rate FROM 'hf://datasets/OpenChainBench/benchmarks/providers/**/*.parquet' WHERE bench_slug = 'bridge-quote-latency' AND provider_slug = 'mobula' ORDER BY snapshot_date DESC LIMIT 7; -- 3) Sparkline for today, one bench SELECT point_index, value FROM 'hf://datasets/OpenChainBench/benchmarks/timeseries/**/*.parquet' WHERE bench_slug = 'bridge-quote-latency' AND snapshot_date = ( SELECT max(snapshot_date) FROM 'hf://datasets/OpenChainBench/benchmarks/timeseries/**/*.parquet' ) ORDER BY point_index;