| import json | |
| import os | |
| for language in ['ruby','go','java','javascript','php','python']: | |
| print(language) | |
| train,valid,test,codebase=[],[],[], [] | |
| for root, dirs, files in os.walk(language+'/final'): | |
| for file in files: | |
| temp=os.path.join(root,file) | |
| if '.jsonl' in temp: | |
| if 'train' in temp: | |
| train.append(temp) | |
| elif 'valid' in temp: | |
| valid.append(temp) | |
| codebase.append(temp) | |
| elif 'test' in temp: | |
| test.append(temp) | |
| codebase.append(temp) | |
| train_data,valid_data,test_data,codebase_data={},{},{},{} | |
| for files,data in [[train,train_data],[valid,valid_data],[test,test_data],[codebase,codebase_data]]: | |
| for file in files: | |
| if '.gz' in file: | |
| os.system("gzip -d {}".format(file)) | |
| file=file.replace('.gz','') | |
| with open(file) as f: | |
| for line in f: | |
| line=line.strip() | |
| js=json.loads(line) | |
| data[js['url']]=js | |
| with open('{}/codebase.jsonl'.format(language),'w') as f3: | |
| for tag,data in [['train',train_data],['valid',valid_data],['test',test_data],['test',test_data],['codebase',codebase_data]]: | |
| with open('{}/{}.jsonl'.format(language,tag),'w') as f1, open("{}/{}.txt".format(language,tag)) as f2: | |
| for line in f2: | |
| line=line.strip() | |
| if line in data: | |
| js=data[line] | |
| if tag in ['valid','test']: | |
| js['original_string']='' | |
| js['code']='' | |
| js['code_tokens']=[] | |
| if tag=='codebase': | |
| js['docstring']='' | |
| js['docstring_tokens']=[] | |
| f1.write(json.dumps(js)+'\n') | |