perf: Don't traverse file list twice for extension validation (#18620)

crates/polars-io/src/path_utils/mod.rs

@@ -5,6 +5,7 @@ use std::sync::Arc;
 use once_cell::sync::Lazy;
 use polars_core::config;
 use polars_core::error::{polars_bail, to_compute_err, PolarsError, PolarsResult};
+use polars_utils::pl_str::PlSmallStr;
 use regex::Regex;
 
 #[cfg(feature = "cloud")]
@@ -135,7 +136,63 @@ pub fn expand_paths_hive(
     };
 
     let is_cloud = is_cloud_url(first_path);
-    let mut out_paths = vec![];
+
+    /// Wrapper around `Vec<PathBuf>` that also tracks file extensions, so that
+    /// we don't have to traverse the entire list again to validate extensions.
+    struct OutPaths {
+        paths: Vec<PathBuf>,
+        exts: [Option<(PlSmallStr, usize)>; 2],
+        current_idx: usize,
+    }
+
+    impl OutPaths {
+        fn update_ext_status(
+            current_idx: &mut usize,
+            exts: &mut [Option<(PlSmallStr, usize)>; 2],
+            value: &Path,
+        ) {
+            let ext = value
+                .extension()
+                .map(|x| PlSmallStr::from(x.to_str().unwrap()))
+                .unwrap_or(PlSmallStr::EMPTY);
+
+            if exts[0].is_none() {
+                exts[0] = Some((ext, *current_idx));
+            } else if exts[1].is_none() && ext != exts[0].as_ref().unwrap().0 {
+                exts[1] = Some((ext, *current_idx));
+            }
+
+            *current_idx += 1;
+        }
+
+        fn push(&mut self, value: PathBuf) {
+            {
+                let current_idx = &mut self.current_idx;
+                let exts = &mut self.exts;
+                Self::update_ext_status(current_idx, exts, &value);
+            }
+            self.paths.push(value)
+        }
+
+        fn extend(&mut self, values: impl IntoIterator<Item = PathBuf>) {
+            let current_idx = &mut self.current_idx;
+            let exts = &mut self.exts;
+
+            self.paths.extend(values.into_iter().inspect(|x| {
+                Self::update_ext_status(current_idx, exts, x);
+            }))
+        }
+
+        fn extend_from_slice(&mut self, values: &[PathBuf]) {
+            self.extend(values.iter().cloned())
+        }
+    }
+
+    let mut out_paths = OutPaths {
+        paths: vec![],
+        exts: [None, None],
+        current_idx: 0,
+    };
 
     let mut hive_idx_tracker = HiveIdxTracker {
         idx: usize::MAX,
@@ -337,31 +394,20 @@ pub fn expand_paths_hive(
         }
     }
 
-    let out_paths = if expanded_from_single_directory(paths, out_paths.as_ref()) {
-        // Require all file extensions to be the same when expanding a single directory.
-        let ext = out_paths[0].extension();
-
-        (0..out_paths.len())
-            .map(|i| {
-                let path = out_paths[i].clone();
-
-                if path.extension() != ext {
-                    polars_bail!(
-                        InvalidOperation: r#"directory contained paths with different file extensions: \
-                        first path: {}, second path: {}. Please use a glob pattern to explicitly specify \
-                        which files to read (e.g. "dir/**/*", "dir/**/*.parquet")"#,
-                        out_paths[i - 1].to_str().unwrap(), path.to_str().unwrap()
-                    );
-                };
+    assert_eq!(out_paths.current_idx, out_paths.paths.len());
 
-                Ok(path)
-            })
-            .collect::<PolarsResult<Vec<_>>>()?
-    } else {
-        out_paths
-    };
+    if expanded_from_single_directory(paths, out_paths.paths.as_slice()) {
+        if let [Some((_, i1)), Some((_, i2))] = out_paths.exts {
+            polars_bail!(
+                InvalidOperation: r#"directory contained paths with different file extensions: \
+                first path: {}, second path: {}. Please use a glob pattern to explicitly specify \
+                which files to read (e.g. "dir/**/*", "dir/**/*.parquet")"#,
+                &out_paths.paths[i1].to_string_lossy(), &out_paths.paths[i2].to_string_lossy()
+            )
+        }
+    }
 
-    Ok((out_paths.into(), hive_idx_tracker.idx))
+    Ok((out_paths.paths.into(), hive_idx_tracker.idx))
 }
 
 /// Ignores errors from `std::fs::create_dir_all` if the directory exists.

py-polars/tests/unit/io/test_scan.py

@@ -576,6 +576,17 @@ def test_path_expansion_excludes_empty_files_17362(tmp_path: Path) -> None:
     assert_frame_equal(pl.scan_parquet(tmp_path / "*").collect(), df)
 
 
+@pytest.mark.write_disk
+def test_path_expansion_empty_directory_does_not_panic(tmp_path: Path) -> None:
+    tmp_path.mkdir(exist_ok=True)
+
+    with pytest.raises(pl.exceptions.ComputeError):
+        pl.scan_parquet(tmp_path).collect()
+
+    with pytest.raises(pl.exceptions.ComputeError):
+        pl.scan_parquet(tmp_path / "**/*").collect()
+
+
 @pytest.mark.write_disk
 def test_scan_single_dir_differing_file_extensions_raises_17436(tmp_path: Path) -> None:
     tmp_path.mkdir(exist_ok=True)