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file mode 100644 index 0000000..c1772cd --- /dev/null +++ b/rust/src/bin/polars.rs @@ -0,0 +1,35 @@ +use polars::prelude::*; +use std::time::Instant; +use std::vec; + +fn run_polars() -> Result { + let now = Instant::now(); + + let f1: Field = Field::new("station", DataType::String); + let f2: Field = Field::new("measure", DataType::Float64); + let sc: Schema = Schema::from_iter(vec![f1, f2]); + + let q = LazyCsvReader::new("../measurements.txt") + .has_header(false) + .with_schema(Some(Arc::new(sc))) + .with_separator(b';') + .finish()? + .group_by(vec![col("station")]) + .agg(vec![ + col("measure").alias("min").min(), + col("measure").alias("mean").mean(), + col("measure").alias("max").max(), + ]) + .sort("station", Default::default()) + .with_streaming(true); + + let df = q.collect()?; + + println!("Time={} μs", now.elapsed().as_micros()); + + Ok(df) +} + +fn main() { + run_polars(); +}