Query collaborators for artist.

src/main.rs

@@ -40,7 +40,7 @@ fn write_parquet(lf: &LazyFrame, path: PlRefPath) -> Result<(), PolarsError> {
     Ok(())
 }
 
-#[derive(Clone, ValueEnum)]
+#[derive(PartialEq, Clone, ValueEnum)]
 enum SourceKind {
     CSV,
     Parquet,
@@ -48,9 +48,10 @@ enum SourceKind {
 
 #[derive(Parser)]
 struct Cli {
-    source: SourceKind,
     from: PlRefPath,
     name: String,
+    #[arg(value_enum, default_value = "parquet")]
+    source: SourceKind,
     to: Option<PlRefPath>,
 }
 
@@ -62,22 +63,39 @@ fn main() -> Result<(), PolarsError> {
         SourceKind::Parquet => read_parquet(args.from)?,
     };
 
+    if args.source == SourceKind::CSV {
         if let Some(to) = args.to {
             write_parquet(&all_data, to)?;
         }
+    }
 
-    let writer_is_name = col("RoleType")
+    let is_writer = col("RoleType").eq(lit("W"));
-        .eq(lit("W"))
+    let contains_name = col("Name").str().contains_literal(lit(args.name.clone()));
-        .and(col("Name").str().contains_literal(lit(args.name)));
 
-    let song_titles = all_data
+    let artist_song_ids = all_data
-        .filter(writer_is_name)
+        .clone()
+        .filter(is_writer.clone().and(contains_name.clone()))
+        .select([col("SongID")])
         .unique(None, UniqueKeepStrategy::Any)
-        .sort(["Title"], Default::default())
-        .select([col("SongID"), col("Title")])
         .collect()?;
 
-    println!("{}", song_titles);
+    let collaborators = all_data
+        .filter(is_writer)
+        .join(
+            artist_song_ids.lazy(),
+            [col("SongID")],
+            [col("SongID")],
+            JoinArgs::new(JoinType::Inner),
+        )
+        .filter(contains_name.not())
+        .group_by([col("Name")])
+        .agg([len().alias("Count")])
+        .sort(
+            ["Count"],
+            SortMultipleOptions::default().with_order_descending(true),
+        );
+
+    println!("{}", collaborators.collect()?);
 
     Ok(())
 }