import os import zipfile import shutil from utils.utils import unzip_office_file, translate_text, preprocess_text, postprocess_text from powerpoint.xml_handling import * from io import BytesIO def create_pptx_from_dir(temp_dir, pptx_filename): """ Tạo file PPTX từ thư mục chứa nội dung đã giải nén và trả về BytesIO object. """ pptx_buffer = BytesIO() with zipfile.ZipFile(pptx_buffer, 'w', zipfile.ZIP_DEFLATED) as zipf: for root_dir, _, files in os.walk(temp_dir): for file in files: file_path = os.path.join(root_dir, file) arcname = os.path.relpath(file_path, temp_dir) zipf.write(file_path, arcname) pptx_buffer.seek(0) return pptx_buffer, pptx_filename def translate_and_replace_pptx(xml_folder, source_lang='vn', target_lang='en', slides_per_batch=5): slides_dir = os.path.join(xml_folder, "ppt/slides") all_slides = sorted([f for f in os.listdir(slides_dir) if f.startswith("slide") and f.endswith(".xml")], key=lambda x: int(x[5:-4])) for i in range(0, len(all_slides), slides_per_batch): batch_slides = all_slides[i:i + slides_per_batch] slide_text_mapping = {} smartart_text_mapping = {} for slide_file in batch_slides: slide_index = int(slide_file[5:-4]) slide_path = os.path.join(slides_dir, slide_file) slide_text_mapping[slide_index] = extract_text_from_slide(slide_path) rels_file = os.path.join(xml_folder, "ppt/slides/_rels", slide_file + ".rels") base_path = os.path.join(xml_folder, "ppt") smartart_data_path = get_smartart_data_file(rels_file, base_path) if smartart_data_path: smartart_text_mapping[slide_index] = extract_text_from_smartart(smartart_data_path) # Gộp text combined_slide_text_list = [] for slide_index in sorted(slide_text_mapping.keys()): combined_slide_text_list.extend(slide_text_mapping[slide_index]) combined_smartart_text_list = [] for slide_index in sorted(smartart_text_mapping.keys()): combined_smartart_text_list.extend(smartart_text_mapping[slide_index]) # Dịch slide_texts_to_translate = [text for text, _ in combined_slide_text_list] smartart_texts_to_translate = [text for text, _ in combined_smartart_text_list] translated_slide_string = translate_text(preprocess_text(slide_texts_to_translate), source_lang, target_lang) translated_smartart_string = translate_text(preprocess_text(smartart_texts_to_translate), source_lang, target_lang) translated_slide_texts = postprocess_text(translated_slide_string) translated_smartart_texts = postprocess_text(translated_smartart_string) translated_slide_data = [] for i, (original_text, rPr) in enumerate(combined_slide_text_list): translated_slide_data.append((translated_slide_texts[i] if i < len(translated_slide_texts) else "", rPr)) translated_smartart_data = [] for i, (original_text, rPr) in enumerate(combined_smartart_text_list): translated_smartart_data.append((translated_smartart_texts[i] if i < len(translated_smartart_texts) else "", rPr)) for slide_index in sorted(slide_text_mapping.keys()): slide_file = f"slide{slide_index}.xml" slide_path = os.path.join(slides_dir, slide_file) num_texts = len(slide_text_mapping[slide_index]) replace_data = translated_slide_data[:num_texts] replace_text_in_slide(slide_path, replace_data) translated_slide_data = translated_slide_data[num_texts:] for slide_index in sorted(smartart_text_mapping.keys()): rels_file = os.path.join(xml_folder, "ppt/slides/_rels", f"slide{slide_index}.xml.rels") base_path = os.path.join(xml_folder, "ppt") smartart_data_path = get_smartart_data_file(rels_file, base_path) if smartart_data_path: num_texts = len(smartart_text_mapping[slide_index]) replace_data = translated_smartart_data[:num_texts] replace_text_in_smartart(smartart_data_path, replace_data, None) translated_smartart_data = translated_smartart_data[num_texts:] def translate_pptx(file_obj: BytesIO, file_name: str, source_lang='vn', target_lang='en', slides_per_batch=5): """ Hàm chính: nhận file PPTX (BytesIO), dịch, và trả về BytesIO của file đã dịch. """ file_obj.seek(0) xml_folder = unzip_office_file(file_obj) translate_and_replace_pptx(xml_folder, source_lang, target_lang, slides_per_batch) translated_io, translated_filename = create_pptx_from_dir(xml_folder, file_name) shutil.rmtree(xml_folder) return translated_io, translated_filename