| 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') |
| |
|
|
