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import gradio as gr
import os
import tempfile
import dwani
import logging
import re
# Set up logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
# Configure dwani API settings from environment variables
dwani.api_key = os.getenv("DWANI_API_KEY")
dwani.api_base = os.getenv("DWANI_API_BASE_URL")
if not dwani.api_key or not dwani.api_base:
logger.error("API key or base URL not set. Please set DWANI_API_KEY and DWANI_API_BASE_URL environment variables.")
raise RuntimeError("Please set DWANI_API_KEY and DWANI_API_BASE_URL environment variables.")
# Language options for dropdowns (display name and code)
language_options = [
("English", "eng_Latn"),
("Kannada", "kan_Knda"),
("Hindi", "hin_Deva")
]
language_names = [lang[0] for lang in language_options]
lang_code_map = {lang[0]: lang[1] for lang in language_options}
def parse_page_numbers(pages_str):
"""
Parse a string of comma-separated page numbers/ranges into a sorted list of unique integers.
Example inputs:
"1,3,5"
"1-3,5"
"""
pages = set()
for part in pages_str.split(","):
part = part.strip()
if "-" in part:
try:
start, end = map(int, part.split("-"))
if start > end or start < 1:
continue
pages.update(range(start, end + 1))
except ValueError:
continue
else:
try:
page = int(part)
if page >= 1:
pages.add(page)
except ValueError:
continue
return sorted(pages)
def simple_format_resume(text):
"""
Basic formatting for resume text:
- Convert '** text **' to bold <b>text</b>
- Replace multiple dots or underscores with horizontal lines
- Preserve line breaks with <br>
"""
# Convert ** bold ** to <b>bold</b>
text = re.sub(r"\*\*\s*(.*?)\s*\*\*", r"<b>\1</b>", text)
# Replace long sequences of dots or underscores with <hr>
text = re.sub(r"([.\-_])\1{5,}", "<hr>", text)
# Preserve line breaks
text = text.replace('\r\n', '\n').replace('\r', '\n')
text = text.replace('\n', '<br>')
return text
def results_to_html(results):
"""
Convert the results dictionary into an HTML formatted string,
applying basic formatting to preserve resume style.
"""
html_lines = []
for page, content in results.items():
html_lines.append(f"<h2>{page}</h2>")
if "error" in content:
html_lines.append(f"<p style='color:red;'><b>Error:</b> {content['error']}</p>")
else:
html_lines.append("<h3>Original Text:</h3>")
original_html = simple_format_resume(content.get('Original Text', ''))
html_lines.append(f"<div style='background:#f0f0f0; padding:10px; border-radius:5px;'>{original_html}</div>")
response_text = content.get('Response', '')
if response_text:
html_lines.append(f"<p><b>Response:</b><br>{response_text}</p>")
html_lines.append(f"<p><b>Processed Page:</b> {content.get('Processed Page', '')}</p>")
translated_html = simple_format_resume(content.get('Translated Response', ''))
html_lines.append("<h3>Translated Resume:</h3>")
html_lines.append(f"<div style='background:#e8f5e9; padding:10px; border-radius:5px;'>{translated_html}</div>")
html_lines.append("<hr>")
return "\n".join(html_lines)
def results_to_markdown(results):
"""
Convert the results dictionary into a Markdown formatted string,
preserving the translated resume content in code blocks.
"""
md_lines = []
for page, content in results.items():
md_lines.append(f"## {page}\n")
if "error" in content:
md_lines.append(f"**Error:** {content['error']}\n")
else:
md_lines.append("**Original Text:**\n\n```")
md_lines.append(content.get('Original Text', '') + "\n")
md_lines.append("```\n")
response_text = content.get('Response', '')
if response_text:
md_lines.append("Response:\n\n" + response_text + "\n")
md_lines.append("**Processed Page:** " + str(content.get('Processed Page', '')) + "\n")
translated = content.get('Translated Response', '')
md_lines.append("**Translated Resume:**\n\n```")
md_lines.append(translated + "\n")
md_lines.append("```\n")
md_lines.append("\n---\n")
return "\n".join(md_lines)
def process_pdf(pdf_file, pages_str, prompt, src_lang, tgt_lang):
logger.info(f"Processing PDF: {pdf_file}, Pages: {pages_str}, Prompt: {prompt}, Source: {src_lang}, Target: {tgt_lang}")
if not pdf_file:
return "Error: Please upload a PDF file", None
if not prompt.strip():
return "Error: Please provide a non-empty prompt", None
pages = parse_page_numbers(pages_str)
if not pages:
return "Error: Please provide valid page numbers (e.g., 1,3,5 or 1-3)", None
src_lang_code = lang_code_map.get(src_lang)
tgt_lang_code = lang_code_map.get(tgt_lang)
if not src_lang_code or not tgt_lang_code:
return "Error: Invalid source or target language selection", None
file_path = pdf_file.name if hasattr(pdf_file, 'name') else pdf_file
results = {}
for page_number in pages:
try:
# Call Dwani API (without 'prompt' arg as it's unsupported)
result = dwani.Documents.run_extract(
file_path=file_path,
page_number=page_number,
src_lang=src_lang_code,
tgt_lang=tgt_lang_code
)
logger.debug(f"API response for page {page_number}: {result}")
page_data = None
for p in result.get('pages', []):
if p.get('processed_page') == page_number:
page_data = p
break
if page_data is None:
results[f"Page {page_number}"] = {"error": "No data returned for this page"}
continue
results[f"Page {page_number}"] = {
"Processed Page": page_data.get("processed_page", "N/A"),
"Original Text": page_data.get("page_content", "N/A"),
"Translated Response": page_data.get("translated_content", "N/A"),
"Response": ""
}
except dwani.exceptions.DwaniAPIError as e:
logger.error(f"Dwani API error on page {page_number}: {e}")
results[f"Page {page_number}"] = {"error": f"API error: {str(e)}"}
except Exception as e:
logger.error(f"Unexpected error on page {page_number}: {e}")
results[f"Page {page_number}"] = {"error": f"Unexpected error: {str(e)}"}
# Convert results to HTML for display
html_text = results_to_html(results)
# Save markdown for download
markdown_text = results_to_markdown(results)
temp_md_file = tempfile.NamedTemporaryFile(delete=False, suffix=".md", mode='w', encoding='utf-8')
temp_md_file.write(markdown_text)
temp_md_file.close()
return html_text, temp_md_file.name
# Gradio UI
with gr.Blocks(title="Resume Translator") as demo:
gr.Markdown("# Resume Translator")
gr.Markdown(
"Upload your resume PDF, specify pages to translate, enter a prompt (e.g., 'Translate the resume'), "
"and select source and target languages."
)
with gr.Row():
with gr.Column():
pdf_input = gr.File(label="Upload Resume PDF", file_types=[".pdf"])
pages_input = gr.Textbox(
label="Page Numbers",
placeholder="e.g., 1,3,5 or 1-3",
value="1",
lines=1
)
prompt_input = gr.Textbox(
label="Custom Prompt",
placeholder="e.g., Translate the resume",
value="Translate the resume",
lines=2
)
src_lang_input = gr.Dropdown(
label="Source Language",
choices=language_names,
value="English"
)
tgt_lang_input = gr.Dropdown(
label="Target Language",
choices=language_names,
value="Kannada"
)
submit_btn = gr.Button("Translate")
with gr.Column():
output_html = gr.HTML(label="Translated Resume Output")
download_md = gr.File(label="Download Translated Resume (Markdown)")
submit_btn.click(
fn=process_pdf,
inputs=[pdf_input, pages_input, prompt_input, src_lang_input, tgt_lang_input],
outputs=[output_html, download_md]
)
if __name__ == "__main__":
demo.launch()
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