from flask import jsonify, send_file, request from main import * def perform_translation(text, target_language_code='es_XX', source_language_code='en_XX', output_path="output_translation.txt"): if translation_model is None: return "Translation model not initialized." encoded_text = translation_model.tokenizer(text, return_tensors="pt", padding=True).to(device) generated_tokens = translation_model.generate(input_ids=encoded_text['input_ids'], attention_mask=encoded_text['attention_mask'], forced_bos_token_id=translation_model.config.lang_code_to_id[target_language_code]) translation = translation_model.tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)[0] with open(output_path, "w") as file: file.write(translation) return output_path def translation_api(): data = request.get_json() text = data.get('text') target_lang = data.get('target_lang', 'es') source_lang = data.get('source_lang', 'en') if not text: return jsonify({"error": "Text is required"}), 400 output_file = perform_translation(text, target_language_code=f'{target_lang}_XX', source_language_code=f'{source_lang}_XX') if output_file == "Translation model not initialized.": return jsonify({"error": "Translation failed"}), 500 return send_file(output_file, mimetype="text/plain", as_attachment=True, download_name="output_translation.txt")