Update file: update_hf_dataset.py

update_hf_dataset.py

@@ -0,0 +1,59 @@
+from huggingface_hub import HfApi
+import os
+import glob
+
+
+def update_huggingface_dataset(repo_name, repo_type="dataset"):
+    """
+    Update/overwrite files in an existing Hugging Face dataset repository,
+    excluding the video subfolder.
+
+    Args:
+        repo_name (str): Name of the repository (format: "username/repo-name")
+        repo_type (str): Type of repository ("dataset" or "model")
+    """
+    # Initialize the Hugging Face API
+    api = HfApi()
+
+    try:
+        # Get the current directory (root of the repository)
+        repo_root = "/nas/pohan/datasets/AIConfVideo/learningpaper24"
+
+        # Get all files and directories except the video folder
+        files_to_upload = []
+        for root, dirs, files in os.walk(repo_root):
+            # Skip the video directory
+            if "video" in dirs:
+                dirs.remove("video")
+
+            # also skip this script
+            if root.endswith("update_hf_dataset.py"):
+                continue
+
+            for file in files:
+                file_path = os.path.join(root, file)
+                rel_path = os.path.relpath(file_path, repo_root)
+                files_to_upload.append((file_path, rel_path))
+
+        # Upload each file individually
+        for file_path, rel_path in files_to_upload:
+            api.upload_file(
+                path_or_fileobj=file_path,
+                path_in_repo=rel_path,
+                repo_id=repo_name,
+                repo_type=repo_type,
+                commit_message=f"Update file: {rel_path}",
+            )
+            print(f"Uploaded: {rel_path}")
+
+        print(f"Successfully updated all files (except video folder) in {repo_name}")
+
+    except Exception as e:
+        print(f"Error occurred: {str(e)}")
+
+
+if __name__ == "__main__":
+    # Replace with your repository name
+    REPO_NAME = "vivianchen98/LearningPaper24"  # Your dataset repository name
+
+    update_huggingface_dataset(REPO_NAME)