process_civitai.py

import json
from tqdm.auto import tqdm

items = list()

hashs = set()

with open('../dataset/scrap/civitai-2023-11-14.jsonl') as f:
    for i, line in tqdm(enumerate(f)):
        item = json.loads(line)
        
        if item['hash'] in hashs:
            continue
        hashs.add(item['hash'])
        
        if item['meta'] is None:
            item['meta'] = {}
        
        prompt = item['meta'].get('prompt')
        item['prompt'] = '' if prompt is None else prompt
        
        item['meta']['prompt'] = ''
        del item['meta']['prompt']
        
        negativePrompt = item['meta'].get('negativePrompt')
        item['negativePrompt'] = '' if negativePrompt is None else negativePrompt
        
        item['meta']['negativePrompt'] = ''
        del item['meta']['negativePrompt']
            
        items.append(item)

print(len(items))

items = sorted(items, key=lambda x: x['createdAt'])

with open('../dataset/scrap/civitai-2023-11-14-sorted.jsonl', 'wt') as f:
    for i in tqdm(items):
        f.write(json.dumps(i) + '\n')