ruff format

atlas-export.py

@@ -73,57 +73,51 @@ def check_gpu_available() -> bool:
 
 
 def sample_dataset_to_parquet(
-    dataset_id: str, 
-    sample_size: int, 
+    dataset_id: str,
+    sample_size: int,
     split: str = "train",
-    trust_remote_code: bool = False
+    trust_remote_code: bool = False,
 ) -> tuple[Path, Path]:
     """Sample dataset and save to local parquet file."""
     from datasets import load_dataset
-    
+
     logger.info(f"Pre-sampling {sample_size} examples from {dataset_id}...")
-    
+
     # Load with streaming to avoid loading entire dataset
     ds = load_dataset(
-        dataset_id, 
-        streaming=True, 
-        split=split,
-        trust_remote_code=trust_remote_code
+        dataset_id, streaming=True, split=split, trust_remote_code=trust_remote_code
     )
-    
+
     # Shuffle and sample
     ds = ds.shuffle(seed=42)
     sampled_ds = ds.take(sample_size)
-    
+
     # Create temporary directory and parquet file
     temp_dir = Path(tempfile.mkdtemp(prefix="atlas_data_"))
     parquet_path = temp_dir / "data.parquet"
-    
+
     logger.info(f"Saving sampled data to temporary file...")
     sampled_ds.to_parquet(str(parquet_path))
-    
+
     file_size = parquet_path.stat().st_size / (1024 * 1024)  # MB
     logger.info(f"Created {file_size:.1f}MB parquet file with {sample_size} samples")
-    
+
     return parquet_path, temp_dir
 
 
 def build_atlas_command(args) -> tuple[list, str, Optional[Path]]:
     """Build the embedding-atlas command with all parameters."""
     temp_data_dir = None
-    
+
     # If sampling is requested, pre-sample the dataset
     if args.sample:
         parquet_path, temp_data_dir = sample_dataset_to_parquet(
-            args.dataset_id,
-            args.sample,
-            args.split,
-            args.trust_remote_code
+            args.dataset_id, args.sample, args.split, args.trust_remote_code
         )
         dataset_input = str(parquet_path)
     else:
         dataset_input = args.dataset_id
-    
+
     # Use uvx to run embedding-atlas with required dependencies
     # Include hf-transfer for faster downloads when HF_HUB_ENABLE_HF_TRANSFER is set
     cmd = [
@@ -452,7 +446,7 @@ def main():
         logger.info(f"Using temporary directory: {output_dir}")
 
     temp_data_dir = None  # Initialize to avoid UnboundLocalError
-    
+
     try:
         # Build and run embedding-atlas command
         cmd, export_path, temp_data_dir = build_atlas_command(args)
@@ -499,7 +493,7 @@ def main():
         if temp_dir and not args.local_only:
             shutil.rmtree(temp_dir)
             logger.info("Cleaned up temporary files")
-        
+
         # Also clean up the data sampling directory
         if temp_data_dir and temp_data_dir.exists():
             shutil.rmtree(temp_data_dir)