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import os
import json
def merge_json_files(directory):
merged_data = {}
for filename in os.listdir(directory):
if filename.endswith('.json'):
language_id = filename.split('.')[0].split('_')[0]
with open(os.path.join(directory, filename), 'r') as file:
data = json.load(file)
for subdomain, num_pages in data.items():
# domain = ".".join([subdomain.split('.')[-2],subdomain.split('.')[-1]])
domain = subdomain
if domain not in merged_data:
merged_data[domain] = dict()
merged_data[domain][language_id] = num_pages
merged_data[domain]["total"] = num_pages
else:
if(language_id not in merged_data[domain].keys()):
merged_data[domain][language_id] = num_pages
else:
merged_data[domain][language_id] += num_pages
merged_data[domain]["total"] += num_pages
sorted_domains = sorted([key for key in merged_data[domain].keys() if key != 'total']) + ['total']
merged_data[domain] = {key: merged_data[domain][key] for key in sorted_domains}
return merged_data
def save_merged_data(merged_data, output_file):
sorted_dict = dict(sorted(merged_data.items(), key=lambda m:m[1]["total"], reverse=True))
print(len(sorted_dict.keys()))
print(len([domain for domain in sorted_dict.keys() if sorted_dict[domain]["total"] >= 100]))
# with open(output_file, 'w') as file:
# json.dump(sorted_dict, file, indent=4)
directory_path = "/mnt/weka/peacock/wet-data/output/domain_list_non_toxic"
output_file_path = "/mnt/weka/peacock/wet-data/output/merged_data.json"
merged_data = merge_json_files(directory_path)
save_merged_data(merged_data, output_file_path)
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