sanbo
update sth. at 2024-11-26 16:15:47
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import os
import shutil
from pathlib import Path
from pdf2zh import __version__
from pdf2zh.pdf2zh import extract_text
import gradio as gr
import numpy as np
import pymupdf
import tqdm
import requests
# Map service names to pdf2zh service options
service_map = {
"Google": "google",
"DeepL": "deepl",
"DeepLX": "deeplx",
"Ollama": "ollama",
"OpenAI": "openai",
"Azure": "azure",
}
lang_map = {
"Chinese": "zh",
"English": "en",
"French": "fr",
"German": "de",
"Japanese": "ja",
"Korean": "ko",
"Russian": "ru",
"Spanish": "es",
"Italian": "it",
}
page_map = {
"All": None,
"First": [0],
"First 5 pages": list(range(0, 5)),
}
flag_demo = False
if os.environ.get("PDF2ZH_DEMO"):
flag_demo = True
service_map = {
"Google": "google",
}
page_map = {
"First": [0],
"First 20 pages": list(range(0, 20)),
}
client_key = os.environ.get("PDF2ZH_CLIENT_KEY")
server_key = os.environ.get("PDF2ZH_SERVER_KEY")
def verify_recaptcha(response):
recaptcha_url = "https://www.google.com/recaptcha/api/siteverify"
print("reCAPTCHA", server_key, response)
data = {"secret": server_key, "response": response}
result = requests.post(recaptcha_url, data=data).json()
print("reCAPTCHA", result.get("success"))
return result.get("success")
def pdf_preview(file):
doc = pymupdf.open(file)
page = doc[0]
pix = page.get_pixmap()
image = np.frombuffer(pix.samples, np.uint8).reshape(pix.height, pix.width, 3)
return image
def upload_file(file, service, progress=gr.Progress()):
"""Handle file upload, validation, and initial preview."""
if not file or not os.path.exists(file):
return None, None
try:
# Convert first page for preview
preview_image = pdf_preview(file)
return file, preview_image
except Exception as e:
print(f"Error converting PDF: {e}")
return None, None
def translate(
file_path,
service,
model_id,
lang,
page_range,
recaptcha_response,
progress=gr.Progress(),
):
"""Translate PDF content using selected service."""
if not file_path:
raise gr.Error("No input")
if flag_demo and not verify_recaptcha(recaptcha_response):
raise gr.Error("reCAPTCHA fail")
progress(0, desc="Starting translation...")
output = Path("pdf2zh_files")
output.mkdir(parents=True, exist_ok=True)
filename = os.path.splitext(os.path.basename(file_path))[0]
file_en = output / f"{filename}.pdf"
file_zh = output / f"{filename}-zh.pdf"
file_dual = output / f"{filename}-dual.pdf"
shutil.copyfile(file_path, file_en)
selected_service = service_map.get(service, "google")
selected_page = page_map.get(page_range, [0])
lang_to = lang_map.get(lang, "zh")
if selected_service == "google":
lang_to = "zh-CN" if lang_to == "zh" else lang_to
print(f"Files before translation: {os.listdir(output)}")
def progress_bar(t: tqdm.tqdm):
progress(t.n / t.total, desc="Translating...")
param = {
"files": [file_en],
"pages": selected_page,
"lang_in": "auto",
"lang_out": lang_to,
"service": f"{selected_service}:{model_id}",
"output": output,
"thread": 4,
"callback": progress_bar,
}
print(param)
extract_text(**param)
print(f"Files after translation: {os.listdir(output)}")
if not file_zh.exists() or not file_dual.exists():
raise gr.Error("No output")
try:
translated_preview = pdf_preview(str(file_zh))
except Exception:
raise gr.Error("No preview")
progress(1.0, desc="Translation complete!")
return (
str(file_zh),
translated_preview,
str(file_dual),
gr.update(visible=True),
gr.update(visible=True),
gr.update(visible=True),
)
# Global setup
custom_blue = gr.themes.Color(
c50="#E8F3FF",
c100="#BEDAFF",
c200="#94BFFF",
c300="#6AA1FF",
c400="#4080FF",
c500="#165DFF", # Primary color
c600="#0E42D2",
c700="#0A2BA6",
c800="#061D79",
c900="#03114D",
c950="#020B33",
)
with gr.Blocks(
title="PDFMathTranslate - PDF Translation with preserved formats",
theme=gr.themes.Default(
primary_hue=custom_blue, spacing_size="md", radius_size="lg"
),
css="""
.secondary-text {color: #999 !important;}
footer {visibility: hidden}
.env-warning {color: #dd5500 !important;}
.env-success {color: #559900 !important;}
/* Add dashed border to input-file class */
.input-file {
border: 1.2px dashed #165DFF !important;
border-radius: 6px !important;
# background-color: #ffffff !important;
transition: background-color 0.4s ease-out;
}
.input-file:hover {
border: 1.2px dashed #165DFF !important;
border-radius: 6px !important;
color: #165DFF !important;
background-color: #E8F3FF !important;
transition: background-color 0.2s ease-in;
}
.progress-bar-wrap {
border-radius: 8px !important;
}
.progress-bar {
border-radius: 8px !important;
}
# .input-file label {
# color: #165DFF !important;
# border: 1.2px dashed #165DFF !important;
# border-left: none !important;
# border-top: none !important;
# }
# .input-file .wrap {
# color: #165DFF !important;
# }
# .input-file .or {
# color: #165DFF !important;
# }
""",
head=(
"""
<script src="https://www.google.com/recaptcha/api.js?render=explicit" async defer></script>
<script type="text/javascript">
var onVerify = function(token) {
el=document.getElementById('verify').getElementsByTagName('textarea')[0];
el.value=token;
el.dispatchEvent(new Event('input'));
};
</script>
"""
if flag_demo
else ""
),
) as demo:
gr.Markdown(
"# [PDFMathTranslate @ GitHub](https://github.com/Byaidu/PDFMathTranslate)"
)
with gr.Row():
with gr.Column(scale=1):
gr.Markdown("## File | < 5 MB" if flag_demo else "## File")
file_input = gr.File(
label="Document",
file_count="single",
file_types=[".pdf"],
type="filepath",
elem_classes=["input-file"],
)
gr.Markdown("## Option")
service = gr.Dropdown(
label="Service",
info="Which translation service to use. Some require keys",
choices=service_map.keys(),
value="Google",
)
lang_to = gr.Dropdown(
label="Translate to",
info="Which language to translate to (optional)",
choices=lang_map.keys(),
value="Chinese",
)
page_range = gr.Radio(
choices=page_map.keys(),
label="Pages",
info="Translate the full document or just few pages (optional)",
value=list(page_map.keys())[0],
)
model_id = gr.Textbox(
label="Model ID",
info="Please enter the identifier of the model you wish to use (e.g., gemma2). "
"This identifier will be used to specify the particular model for translation.",
# value="gemma2",
visible=False, # hide by default
)
envs_status = "<span class='env-success'>- Properly configured.</span><br>"
def details_wrapper(text_markdown):
text = f"""
<details>
<summary>Technical details</summary>
{text_markdown}
- GitHub: <a href="https://github.com/Byaidu/PDFMathTranslate">Byaidu/PDFMathTranslate</a><br>
- GUI by: <a href="https://github.com/reycn">Rongxin</a><br>
- Version: {__version__}
</details>"""
return text
def env_var_checker(env_var_name: str) -> str:
if (
not os.environ.get(env_var_name)
or os.environ.get(env_var_name) == ""
):
envs_status = (
f"<span class='env-warning'>- Warning: environmental not found or error ({env_var_name})."
+ "</span><br>- Please make sure that the environment variables are properly configured "
+ "(<a href='https://github.com/Byaidu/PDFMathTranslate'>guide</a>).<br>"
)
else:
value = str(os.environ.get(env_var_name))
envs_status = (
"<span class='env-success'>- Properly configured.</span><br>"
)
if len(value) < 13:
envs_status += (
f"- Env: <code>{os.environ.get(env_var_name)}</code><br>"
)
else:
envs_status += f"- Env: <code>{value[:13]}***</code><br>"
return details_wrapper(envs_status)
def on_select_service(value, evt: gr.EventData):
# hide model id by default
model_visibility = gr.update(visible=False)
# add a text description
if value == "Google":
envs_status = details_wrapper(
"<span class='env-success'>- Properly configured.</span><br>"
)
elif value == "DeepL":
envs_status = env_var_checker("DEEPL_AUTH_KEY")
elif value == "DeepLX":
envs_status = env_var_checker("DEEPLX_AUTH_KEY")
elif value == "Azure":
envs_status = env_var_checker("AZURE_APIKEY")
elif value == "OpenAI":
model_visibility = gr.update(
visible=True, value="gpt-4o"
) # show model id when service is selected
envs_status = env_var_checker("OPENAI_API_KEY")
elif value == "Ollama":
model_visibility = gr.update(
visible=True, value="gemma2"
) # show model id when service is selected
envs_status = env_var_checker("OLLAMA_HOST")
else:
envs_status = (
"<span class='env-warning'>- Warning: model not in the list."
"</span><br>- Please report via "
"(<a href='https://github.com/Byaidu/PDFMathTranslate'>guide</a>).<br>"
)
return envs_status, model_visibility
output_title = gr.Markdown("## Translated", visible=False)
output_file = gr.File(label="Download Translation", visible=False)
output_file_dual = gr.File(
label="Download Translation (Dual)", visible=False
)
recaptcha_response = gr.Textbox(
label="reCAPTCHA Response", elem_id="verify", visible=False
)
recaptcha_box = gr.HTML('<div id="recaptcha-box"></div>')
translate_btn = gr.Button("Translate", variant="primary")
tech_details_tog = gr.Markdown(
details_wrapper(envs_status),
elem_classes=["secondary-text"],
)
service.select(on_select_service, service, [tech_details_tog, model_id])
with gr.Column(scale=2):
gr.Markdown("## Preview")
preview = gr.Image(label="Document Preview", visible=True)
# Event handlers
file_input.upload(
upload_file,
inputs=[file_input, service],
outputs=[file_input, preview],
js=(
f"""
(a,b)=>{{
try{{
grecaptcha.render('recaptcha-box',{{
'sitekey':'{client_key}',
'callback':'onVerify'
}});
}}catch(error){{}}
return [a];
}}
"""
if flag_demo
else ""
),
)
translate_btn.click(
translate,
inputs=[file_input, service, model_id, lang_to, page_range, recaptcha_response],
outputs=[
output_file,
preview,
output_file_dual,
output_file,
output_file_dual,
output_title,
],
).then(lambda: None, js="()=>{grecaptcha.reset()}" if flag_demo else "")
def setup_gui(share=False):
if flag_demo:
demo.launch(server_name="0.0.0.0", max_file_size="5mb", inbrowser=True)
else:
try:
demo.launch(server_name="0.0.0.0", debug=True, inbrowser=True, share=share)
except Exception:
print(
"Error launching GUI using 0.0.0.0.\nThis may be caused by global mode of proxy software."
)
try:
demo.launch(
server_name="127.0.0.1", debug=True, inbrowser=True, share=share
)
except Exception:
print(
"Error launching GUI using 127.0.0.1.\nThis may be caused by global mode of proxy software."
)
demo.launch(debug=True, inbrowser=True, share=True)
# For auto-reloading while developing
if __name__ == "__main__":
setup_gui()