| # Import the json and os modules | |
| import json | |
| import os | |
| # Define the directory where the json files are located | |
| directory = "./test" | |
| # Define a function to deduplicate and clean a json file | |
| def dedup_and_clean(file): | |
| # Open the file in read mode | |
| with open(file, "r", encoding="utf-8") as infile: | |
| # Load the file as a json object | |
| data = json.load(infile) | |
| # Create an empty list to store the unique and non-empty items | |
| new_data = [] | |
| # Create an empty set to store the seen items | |
| seen = set() | |
| # Loop through each item in the data | |
| for item in data: | |
| # Convert the item to a string for hashing | |
| item_str = json.dumps(item, sort_keys=True) | |
| # Check if the item is not empty and not seen before | |
| if item_str != "{}" and item_str not in seen: | |
| # Add the item to the new data list | |
| new_data.append(item) | |
| # Add the item string to the seen set | |
| seen.add(item_str) | |
| # Open the file in write mode | |
| with open(file, "w", encoding="utf-8") as outfile: | |
| # Dump the new data list as json to the file | |
| json.dump(new_data, outfile, indent=4) | |
| # Loop through each file in the directory | |
| for file in os.listdir(directory): | |
| # Check if the file is a json file | |
| if file.endswith(".json"): | |
| # Deduplicate and clean the json file and print the result | |
| print(f"Deduplicating and cleaning {file}...") | |
| dedup_and_clean(os.path.join(directory, file)) | |
| print(f"{file} is done.") | |