Delete shard.py

shard.py

@@ -1,49 +0,0 @@
-import json
-import os
-
-def read_dataset(file_path):
-    try:
-        with open(file_path, 'r') as file:
-            data = [json.loads(line) for line in file]
-        print(f"Dataset loaded successfully from {file_path}.")
-        return data
-    except Exception as e:
-        print(f"Error reading dataset from {file_path}: {e}")
-        return []
-
-def shard_dataset(dataset, num_shards):
-    shard_size = len(dataset) // num_shards
-    shards = [dataset[i:i + shard_size] for i in range(0, len(dataset), shard_size)]
-    if len(shards) > num_shards:
-        shards[num_shards - 1].extend(shards.pop())
-    print(f"Dataset sharded into {num_shards} parts.")
-    return shards
-
-def write_shards(shards, output_dir):
-    if not os.path.exists(output_dir):
-        os.makedirs(output_dir)
-        print(f"Created output directory at {output_dir}.")
-
-    for i, shard in enumerate(shards):
-        shard_file = os.path.join(output_dir, f'shard_{i+1}.jsonl')
-        with open(shard_file, 'w') as file:
-            for item in shard:
-                json.dump(item, file)
-                file.write('\n')
-        print(f"Shard {i+1} written to {shard_file}.")
-
-def main():
-    input_file = 'path_to_processed_dataset.jsonl'  # Update with your processed dataset file path
-    output_dir = 'sharded_dataset'  # Update with your output directory for shards
-    num_shards = 33
-
-    dataset = read_dataset(input_file)
-    if dataset:
-        shards = shard_dataset(dataset, num_shards)
-        write_shards(shards, output_dir)
-        print("All shards have been successfully written.")
-    else:
-        print("No dataset to process.")
-
-if __name__ == "__main__":
-    main()