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# 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.")
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