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"0ef0a8027ec3ee71300ab3bcbcd0393f434aa72b91ca6d635a39941deae8eea0" +dependencies = [ + "cc", + "pkg-config", +] diff --git a/Cargo.toml b/Cargo.toml index 8b12cb3..d1bbd62 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -4,3 +4,5 @@ version = "0.1.0" edition = "2024" [dependencies] +polars = { version = "0.55.2", features = ["lazy", "strings", "regex"] } +polars-lazy = { version = "0.55.2", features = ["csv", "cum_agg"] } diff --git a/src/main.rs b/src/main.rs index e7a11a9..ed2c671 100644 --- a/src/main.rs +++ b/src/main.rs @@ -1,3 +1,35 @@ -fn main() { - println!("Hello, world!"); +use polars::prelude::*; +use polars_lazy::frame::LazyCsvReader; + +fn read_csv(path: PlRefPath) -> Result { + let schema = Schema::from_iter(vec![ + Field::new("Title".into(), DataType::String), + Field::new("RoleType".into(), DataType::String), + Field::new("Name".into(), DataType::String), + Field::new("Shares".into(), DataType::String), + Field::new("Note".into(), DataType::String), + ]); + + let lf = LazyCsvReader::new(path).with_has_header(true).with_schema(Some(Arc::new(schema))).finish()?; + let with_song_id = lf.with_columns([col("RoleType").eq(lit("ASCAP")).cast(DataType::Int64).cum_sum(false).alias("SongID")]); + Ok(with_song_id) +} + +fn main() -> Result<(), PolarsError> { + let path: PlRefPath = PlRefPath::new("ASCAP_CATALOG.csv"); + let name: &str = "REBERGEN WILLEM"; + + let lf = read_csv(path)?; + + let writer_is_name = col("RoleType").eq(lit("W")).and(col("Name").str().contains_literal(lit(name))); + + let song_titles = lf.filter(writer_is_name) + .unique(None, UniqueKeepStrategy::Any) + .sort(["Title"], Default::default()) + .select([col("SongID"), col("Title")]) + .collect()?; + + println!("{}", song_titles); + + Ok(()) }