Upload /process_causaldynamics.py with huggingface_hub

process_causaldynamics.py

@@ -0,0 +1,49 @@
+import os
+import glob
+import tarfile
+
+def extract_archives(shards_dir: str, target_base: str):
+    """
+    Extract all .tar.gz archives in `shards_dir` into `target_base`, preserving internal paths.
+
+    Args:
+        shards_dir (str): Directory containing .tar.gz files (e.g., "inputs" or "outputs").
+        target_base (str): Base directory to extract archives into (e.g., "data").
+    """
+    if not os.path.isdir(shards_dir):
+        print(f"Directory '{shards_dir}' not found. Skipping.")
+        return
+    
+    archives = sorted(glob.glob(os.path.join(shards_dir, "*.tar.gz")))
+    if not archives:
+        print(f"No archives found in '{shards_dir}'.")
+        return
+
+    for arch in archives:
+        print(f"Extracting '{arch}' into '{target_base}'...")
+        with tarfile.open(arch, 'r:gz') as tar:
+            tar.extractall(path=target_base)
+    print(f"Done extracting archives from '{shards_dir}'.\n")
+
+
+def main():
+    """
+    Download and extract CausalDynamics data from HuggingFace
+    
+    Example usage:
+        python process_causaldynamics.py
+    """
+
+    # Base directory for downloaded shards
+    base_dir = os.getcwd()
+    # Directory to place extracted files
+    target_base = os.path.join(base_dir, "data")
+    os.makedirs(target_base, exist_ok=True)
+
+    # Extract data tarballs (inputs)
+    extract_archives(os.path.join(base_dir, "inputs"), target_base)
+    # Extract eval tarballs (outputs)
+    extract_archives(os.path.join(base_dir, "outputs"), target_base)
+
+if __name__ == "__main__":
+    main()