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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 | |