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translate.py
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translate.py
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import json
import codecs
import six
from tqdm import tqdm
from google.cloud import translate_v2 as translate
# Change this!
file_to_translate = 'dataset_splits/alpaca_data_cleaned_1.json'
output_file = file_to_translate.replace('dataset_splits', 'translated_dataset_splits')
# Create translate client
translate_client = translate.Client()
with open(file_to_translate) as f:
data = json.load(f)
translated_arr = []
for item in tqdm(data):
translated_item = {}
for key, value in item.items():
# Check if value is not empty
if (len(value) > 0):
if isinstance(value, six.binary_type):
value = value.decode("utf-8")
# Translate
result = translate_client.translate(value, target_language='km',
source_language='en', format_='text')
translated_item[key] = result["translatedText"]
# print(result)
else:
translated_item[key] = value
translated_arr.append(translated_item)
print('Saving to file')
json.dump(translated_arr, codecs.open(output_file, 'w', encoding='utf-8'), sort_keys=True, indent=4)
print('Saved!')