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Deploy Gradio app with multiple files
Browse files- app.py +441 -0
- requirements.txt +10 -0
app.py
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| 1 |
+
import gradio as gr
|
| 2 |
+
import requests
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| 3 |
+
import os
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| 4 |
+
import base64
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| 5 |
+
import json
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| 6 |
+
import re
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| 7 |
+
from pathlib import Path
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| 8 |
+
from typing import List, Dict, Optional, Tuple
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| 9 |
+
import zipfile
|
| 10 |
+
import io
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| 11 |
+
from datetime import datetime
|
| 12 |
+
import math
|
| 13 |
+
|
| 14 |
+
from utils import (
|
| 15 |
+
clean_code_content,
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| 16 |
+
get_file_language,
|
| 17 |
+
estimate_tokens,
|
| 18 |
+
create_chunked_output
|
| 19 |
+
)
|
| 20 |
+
from models import (
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| 21 |
+
process_github_repo,
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| 22 |
+
process_huggingface_repo,
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| 23 |
+
download_repo_as_zip
|
| 24 |
+
)
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| 25 |
+
from config import (
|
| 26 |
+
SUPPORTED_EXTENSIONS,
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| 27 |
+
MAX_FILE_SIZE,
|
| 28 |
+
MAX_TOTAL_SIZE,
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| 29 |
+
CHUNK_SIZE,
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| 30 |
+
GITHUB_API_BASE,
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| 31 |
+
HF_API_BASE
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| 32 |
+
)
|
| 33 |
+
|
| 34 |
+
# CSS for better UI
|
| 35 |
+
css = """
|
| 36 |
+
.container {
|
| 37 |
+
max-width: 1200px;
|
| 38 |
+
margin: 0 auto;
|
| 39 |
+
}
|
| 40 |
+
.progress-bar {
|
| 41 |
+
height: 20px;
|
| 42 |
+
background: linear-gradient(90deg, #4CAF50, #45a049);
|
| 43 |
+
border-radius: 10px;
|
| 44 |
+
transition: width 0.3s ease;
|
| 45 |
+
}
|
| 46 |
+
.file-stats {
|
| 47 |
+
background: #f0f0f0;
|
| 48 |
+
padding: 10px;
|
| 49 |
+
border-radius: 5px;
|
| 50 |
+
margin: 10px 0;
|
| 51 |
+
}
|
| 52 |
+
.warning {
|
| 53 |
+
background: #fff3cd;
|
| 54 |
+
border: 1px solid #ffeaa7;
|
| 55 |
+
padding: 10px;
|
| 56 |
+
border-radius: 5px;
|
| 57 |
+
color: #856404;
|
| 58 |
+
}
|
| 59 |
+
.error {
|
| 60 |
+
background: #f8d7da;
|
| 61 |
+
border: 1px solid #f5c6cb;
|
| 62 |
+
padding: 10px;
|
| 63 |
+
border-radius: 5px;
|
| 64 |
+
color: #721c24;
|
| 65 |
+
}
|
| 66 |
+
.success {
|
| 67 |
+
background: #d4edda;
|
| 68 |
+
border: 1px solid #c3e6cb;
|
| 69 |
+
padding: 10px;
|
| 70 |
+
border-radius: 5px;
|
| 71 |
+
color: #155724;
|
| 72 |
+
}
|
| 73 |
+
"""
|
| 74 |
+
|
| 75 |
+
def validate_repo_url(url: str) -> Tuple[str, str]:
|
| 76 |
+
"""Validate and determine repository type and owner/name"""
|
| 77 |
+
url = url.strip()
|
| 78 |
+
|
| 79 |
+
# GitHub URL patterns
|
| 80 |
+
github_patterns = [
|
| 81 |
+
r'github\.com/([^/]+)/([^/]+?)(?:\.git)?/?$',
|
| 82 |
+
r'api\.github\.com/repos/([^/]+)/([^/]+)'
|
| 83 |
+
]
|
| 84 |
+
|
| 85 |
+
# Hugging Face URL patterns
|
| 86 |
+
hf_patterns = [
|
| 87 |
+
r'huggingface\.co/([^/]+)/([^/]+?)(?:\.git)?/?$',
|
| 88 |
+
r'hf\.co/([^/]+)/([^/]+?)(?:\.git)?/?$'
|
| 89 |
+
]
|
| 90 |
+
|
| 91 |
+
for pattern in github_patterns:
|
| 92 |
+
match = re.search(pattern, url)
|
| 93 |
+
if match:
|
| 94 |
+
return "github", f"{match.group(1)}/{match.group(2)}"
|
| 95 |
+
|
| 96 |
+
for pattern in hf_patterns:
|
| 97 |
+
match = re.search(pattern, url)
|
| 98 |
+
if match:
|
| 99 |
+
return "huggingface", f"{match.group(1)}/{match.group(2)}"
|
| 100 |
+
|
| 101 |
+
raise ValueError("Invalid repository URL. Please provide a valid GitHub or Hugging Face repository URL.")
|
| 102 |
+
|
| 103 |
+
def process_repository(
|
| 104 |
+
repo_url: str,
|
| 105 |
+
token: str = "",
|
| 106 |
+
include_patterns: str = "",
|
| 107 |
+
exclude_patterns: str = "",
|
| 108 |
+
max_file_size_mb: int = 10,
|
| 109 |
+
chunk_size: int = 50000,
|
| 110 |
+
include_metadata: bool = True,
|
| 111 |
+
remove_comments: bool = False,
|
| 112 |
+
progress=gr.Progress()
|
| 113 |
+
) -> Tuple[str, str, str]:
|
| 114 |
+
"""Main function to process repository and generate text file"""
|
| 115 |
+
|
| 116 |
+
try:
|
| 117 |
+
# Validate URL and get repo info
|
| 118 |
+
repo_type, repo_path = validate_repo_url(repo_url)
|
| 119 |
+
|
| 120 |
+
# Parse include/exclude patterns
|
| 121 |
+
include_list = [p.strip() for p in include_patterns.split(",") if p.strip()] if include_patterns else []
|
| 122 |
+
exclude_list = [p.strip() for p in exclude_patterns.split(",") if p.strip()] if exclude_patterns else []
|
| 123 |
+
|
| 124 |
+
progress(0.1, desc="Fetching repository information...")
|
| 125 |
+
|
| 126 |
+
# Process repository based on type
|
| 127 |
+
if repo_type == "github":
|
| 128 |
+
files_data, repo_info = process_github_repo(
|
| 129 |
+
repo_path,
|
| 130 |
+
token,
|
| 131 |
+
include_list,
|
| 132 |
+
exclude_list,
|
| 133 |
+
max_file_size_mb * 1024 * 1024
|
| 134 |
+
)
|
| 135 |
+
else: # huggingface
|
| 136 |
+
files_data, repo_info = process_huggingface_repo(
|
| 137 |
+
repo_path,
|
| 138 |
+
token,
|
| 139 |
+
include_list,
|
| 140 |
+
exclude_list,
|
| 141 |
+
max_file_size_mb * 1024 * 1024
|
| 142 |
+
)
|
| 143 |
+
|
| 144 |
+
if not files_data:
|
| 145 |
+
return "", "β οΈ No files found matching the criteria.", ""
|
| 146 |
+
|
| 147 |
+
progress(0.3, desc="Processing files...")
|
| 148 |
+
|
| 149 |
+
# Generate consolidated text
|
| 150 |
+
total_files = len(files_data)
|
| 151 |
+
processed_files = 0
|
| 152 |
+
total_tokens = 0
|
| 153 |
+
total_chars = 0
|
| 154 |
+
|
| 155 |
+
# Create header
|
| 156 |
+
header_lines = []
|
| 157 |
+
if include_metadata:
|
| 158 |
+
header_lines.append("=" * 80)
|
| 159 |
+
header_lines.append(f"REPOSITORY: {repo_info.get('full_name', repo_path)}")
|
| 160 |
+
header_lines.append(f"DESCRIPTION: {repo_info.get('description', 'No description')}")
|
| 161 |
+
header_lines.append(f"URL: {repo_url}")
|
| 162 |
+
header_lines.append(f"PROCESSED: {datetime.now().isoformat()}")
|
| 163 |
+
header_lines.append(f"TOTAL FILES: {total_files}")
|
| 164 |
+
header_lines.append("=" * 80)
|
| 165 |
+
header_lines.append("")
|
| 166 |
+
|
| 167 |
+
content_parts = ["\n".join(header_lines)]
|
| 168 |
+
|
| 169 |
+
# Process each file
|
| 170 |
+
for i, (file_path, content, file_size) in enumerate(files_data):
|
| 171 |
+
progress(0.3 + (0.5 * i / total_files), desc=f"Processing file {i+1}/{total_files}")
|
| 172 |
+
|
| 173 |
+
# Clean content if requested
|
| 174 |
+
if remove_comments:
|
| 175 |
+
content = clean_code_content(content, file_path)
|
| 176 |
+
|
| 177 |
+
# Add file header
|
| 178 |
+
file_header = f"\n{'-' * 60}\n"
|
| 179 |
+
file_header += f"FILE: {file_path}\n"
|
| 180 |
+
file_header += f"SIZE: {file_size:,} bytes\n"
|
| 181 |
+
file_header += f"LANGUAGE: {get_file_language(file_path)}\n"
|
| 182 |
+
file_header += f"{'-' * 60}\n\n"
|
| 183 |
+
|
| 184 |
+
# Add content
|
| 185 |
+
file_content = file_header + content + "\n\n"
|
| 186 |
+
|
| 187 |
+
# Check if adding this file would exceed chunk size
|
| 188 |
+
if len("\n".join(content_parts + [file_content])) > chunk_size:
|
| 189 |
+
# Save current chunk
|
| 190 |
+
yield "\n".join(content_parts), generate_stats(processed_files, total_tokens, total_chars, total_files), "success"
|
| 191 |
+
# Start new chunk
|
| 192 |
+
content_parts = [file_header + "\n".join(header_lines)]
|
| 193 |
+
|
| 194 |
+
content_parts.append(file_content)
|
| 195 |
+
processed_files += 1
|
| 196 |
+
total_chars += len(content)
|
| 197 |
+
total_tokens += estimate_tokens(content)
|
| 198 |
+
|
| 199 |
+
progress(0.9, desc="Finalizing...")
|
| 200 |
+
|
| 201 |
+
# Final content
|
| 202 |
+
final_content = "\n".join(content_parts)
|
| 203 |
+
|
| 204 |
+
# Add footer
|
| 205 |
+
if include_metadata:
|
| 206 |
+
footer = f"\n{'=' * 80}\n"
|
| 207 |
+
footer += f"SUMMARY:\n"
|
| 208 |
+
footer += f"- Files processed: {processed_files}\n"
|
| 209 |
+
footer += f"- Total characters: {total_chars:,}\n"
|
| 210 |
+
footer += f"- Estimated tokens: {total_tokens:,}\n"
|
| 211 |
+
footer += f"- Repository: {repo_info.get('full_name', repo_path)}\n"
|
| 212 |
+
footer += f"{'=' * 80}\n"
|
| 213 |
+
final_content += footer
|
| 214 |
+
|
| 215 |
+
progress(1.0, desc="Complete!")
|
| 216 |
+
|
| 217 |
+
return final_content, generate_stats(processed_files, total_tokens, total_chars, total_files), "success"
|
| 218 |
+
|
| 219 |
+
except Exception as e:
|
| 220 |
+
error_msg = f"β Error: {str(e)}"
|
| 221 |
+
return "", error_msg, "error"
|
| 222 |
+
|
| 223 |
+
def generate_stats(files_processed: int, tokens: int, chars: int, total_files: int) -> str:
|
| 224 |
+
"""Generate statistics HTML"""
|
| 225 |
+
stats_html = f"""
|
| 226 |
+
<div class="file-stats">
|
| 227 |
+
<h3>π Processing Statistics</h3>
|
| 228 |
+
<p><strong>Files Processed:</strong> {files_processed:,} / {total_files:,}</p>
|
| 229 |
+
<p><strong>Total Characters:</strong> {chars:,}</p>
|
| 230 |
+
<p><strong>Estimated Tokens:</strong> {tokens:,}</p>
|
| 231 |
+
<p><strong>Average Tokens per File:</strong> {tokens // max(files_processed, 1):,}</p>
|
| 232 |
+
</div>
|
| 233 |
+
"""
|
| 234 |
+
return stats_html
|
| 235 |
+
|
| 236 |
+
def download_repo_locally(repo_url: str, token: str = "") -> str:
|
| 237 |
+
"""Download repository as ZIP for local processing"""
|
| 238 |
+
try:
|
| 239 |
+
repo_type, repo_path = validate_repo_url(repo_url)
|
| 240 |
+
|
| 241 |
+
if repo_type == "github":
|
| 242 |
+
return download_repo_as_zip(f"github.com/{repo_path}", token)
|
| 243 |
+
else:
|
| 244 |
+
return download_repo_as_zip(f"huggingface.co/{repo_path}", token)
|
| 245 |
+
|
| 246 |
+
except Exception as e:
|
| 247 |
+
return f"Error downloading repository: {str(e)}"
|
| 248 |
+
|
| 249 |
+
# Create Gradio interface
|
| 250 |
+
def create_interface():
|
| 251 |
+
with gr.Blocks(
|
| 252 |
+
title="Repo-to-Text Converter",
|
| 253 |
+
theme=gr.themes.Soft(),
|
| 254 |
+
css=css
|
| 255 |
+
) as demo:
|
| 256 |
+
|
| 257 |
+
gr.Markdown("""
|
| 258 |
+
# π Repository to Text Converter
|
| 259 |
+
|
| 260 |
+
Convert GitHub or Hugging Face repositories into formatted text files perfect for LLM training.
|
| 261 |
+
|
| 262 |
+
**Built with [anycoder](https://huggingface.co/spaces/akhaliq/anycoder)**
|
| 263 |
+
""")
|
| 264 |
+
|
| 265 |
+
with gr.Row():
|
| 266 |
+
with gr.Column(scale=2):
|
| 267 |
+
# Input section
|
| 268 |
+
gr.Markdown("## π₯ Repository Input")
|
| 269 |
+
|
| 270 |
+
repo_url = gr.Textbox(
|
| 271 |
+
label="Repository URL",
|
| 272 |
+
placeholder="https://github.com/username/repo or https://huggingface.co/username/repo",
|
| 273 |
+
lines=2
|
| 274 |
+
)
|
| 275 |
+
|
| 276 |
+
token = gr.Textbox(
|
| 277 |
+
label="Access Token (Optional)",
|
| 278 |
+
placeholder="GitHub token or Hugging Face token for private repos",
|
| 279 |
+
type="password"
|
| 280 |
+
)
|
| 281 |
+
|
| 282 |
+
with gr.Accordion("π§ Advanced Options", open=False):
|
| 283 |
+
include_patterns = gr.Textbox(
|
| 284 |
+
label="Include Patterns (comma-separated)",
|
| 285 |
+
placeholder="*.py,*.md,src/**/*.py",
|
| 286 |
+
info="Only include files matching these patterns"
|
| 287 |
+
)
|
| 288 |
+
|
| 289 |
+
exclude_patterns = gr.Textbox(
|
| 290 |
+
label="Exclude Patterns (comma-separated)",
|
| 291 |
+
placeholder="*.git*,*.log,node_modules/**",
|
| 292 |
+
value="*.git*,*.log,node_modules/**,__pycache__/**,.DS_Store"
|
| 293 |
+
)
|
| 294 |
+
|
| 295 |
+
max_file_size = gr.Slider(
|
| 296 |
+
minimum=1,
|
| 297 |
+
maximum=100,
|
| 298 |
+
value=10,
|
| 299 |
+
step=1,
|
| 300 |
+
label="Max File Size (MB)",
|
| 301 |
+
info="Files larger than this will be skipped"
|
| 302 |
+
)
|
| 303 |
+
|
| 304 |
+
chunk_size = gr.Slider(
|
| 305 |
+
minimum=1000,
|
| 306 |
+
maximum=100000,
|
| 307 |
+
value=50000,
|
| 308 |
+
step=1000,
|
| 309 |
+
label="Chunk Size (characters)",
|
| 310 |
+
info="Split output into chunks of this size"
|
| 311 |
+
)
|
| 312 |
+
|
| 313 |
+
include_metadata = gr.Checkbox(
|
| 314 |
+
value=True,
|
| 315 |
+
label="Include Metadata",
|
| 316 |
+
info="Add repository information and statistics"
|
| 317 |
+
)
|
| 318 |
+
|
| 319 |
+
remove_comments = gr.Checkbox(
|
| 320 |
+
value=False,
|
| 321 |
+
label="Remove Comments",
|
| 322 |
+
info="Strip comments from code files (experimental)"
|
| 323 |
+
)
|
| 324 |
+
|
| 325 |
+
process_btn = gr.Button(
|
| 326 |
+
"π Process Repository",
|
| 327 |
+
variant="primary",
|
| 328 |
+
size="lg"
|
| 329 |
+
)
|
| 330 |
+
|
| 331 |
+
download_btn = gr.Button(
|
| 332 |
+
"β¬οΈ Download as ZIP",
|
| 333 |
+
variant="secondary"
|
| 334 |
+
)
|
| 335 |
+
|
| 336 |
+
with gr.Column(scale=1):
|
| 337 |
+
# Info section
|
| 338 |
+
gr.Markdown("## βΉοΈ Information")
|
| 339 |
+
|
| 340 |
+
gr.Markdown("""
|
| 341 |
+
### Supported Platforms:
|
| 342 |
+
- β
GitHub (public and private)
|
| 343 |
+
- β
Hugging Face (public and private)
|
| 344 |
+
|
| 345 |
+
### Supported File Types:
|
| 346 |
+
- Code files (.py, .js, .java, .cpp, etc.)
|
| 347 |
+
- Documentation (.md, .txt, .rst)
|
| 348 |
+
- Configuration files (.json, .yaml, .toml)
|
| 349 |
+
- And many more!
|
| 350 |
+
|
| 351 |
+
### Features:
|
| 352 |
+
- π Chunked output for large repos
|
| 353 |
+
- π Token estimation
|
| 354 |
+
- π― Pattern-based file filtering
|
| 355 |
+
- π§Ή Optional comment removal
|
| 356 |
+
""")
|
| 357 |
+
|
| 358 |
+
# Output section
|
| 359 |
+
gr.Markdown("## π€ Output")
|
| 360 |
+
|
| 361 |
+
with gr.Row():
|
| 362 |
+
stats_display = gr.HTML(label="Statistics")
|
| 363 |
+
|
| 364 |
+
output_text = gr.Textbox(
|
| 365 |
+
label="Generated Text",
|
| 366 |
+
lines=20,
|
| 367 |
+
max_lines=50,
|
| 368 |
+
show_copy_button=True,
|
| 369 |
+
interactive=True
|
| 370 |
+
)
|
| 371 |
+
|
| 372 |
+
status_display = gr.HTML()
|
| 373 |
+
|
| 374 |
+
# Event handlers
|
| 375 |
+
process_btn.click(
|
| 376 |
+
fn=process_repository,
|
| 377 |
+
inputs=[
|
| 378 |
+
repo_url,
|
| 379 |
+
token,
|
| 380 |
+
include_patterns,
|
| 381 |
+
exclude_patterns,
|
| 382 |
+
max_file_size,
|
| 383 |
+
chunk_size,
|
| 384 |
+
include_metadata,
|
| 385 |
+
remove_comments
|
| 386 |
+
],
|
| 387 |
+
outputs=[output_text, stats_display, status_display]
|
| 388 |
+
)
|
| 389 |
+
|
| 390 |
+
download_btn.click(
|
| 391 |
+
fn=download_repo_locally,
|
| 392 |
+
inputs=[repo_url, token],
|
| 393 |
+
outputs=gr.File(label="Downloaded Repository")
|
| 394 |
+
)
|
| 395 |
+
|
| 396 |
+
# Examples
|
| 397 |
+
gr.Markdown("## π― Examples")
|
| 398 |
+
gr.Examples(
|
| 399 |
+
examples=[
|
| 400 |
+
[
|
| 401 |
+
"https://github.com/gradio-app/gradio",
|
| 402 |
+
"",
|
| 403 |
+
"*.py,*.md",
|
| 404 |
+
"",
|
| 405 |
+
10,
|
| 406 |
+
50000,
|
| 407 |
+
True,
|
| 408 |
+
False
|
| 409 |
+
],
|
| 410 |
+
[
|
| 411 |
+
"https://huggingface.co/huggingface/transformers",
|
| 412 |
+
"",
|
| 413 |
+
"*.py,*.md,*.rst",
|
| 414 |
+
"tests/**,docs/**",
|
| 415 |
+
5,
|
| 416 |
+
30000,
|
| 417 |
+
True,
|
| 418 |
+
False
|
| 419 |
+
]
|
| 420 |
+
],
|
| 421 |
+
inputs=[
|
| 422 |
+
repo_url,
|
| 423 |
+
token,
|
| 424 |
+
include_patterns,
|
| 425 |
+
exclude_patterns,
|
| 426 |
+
max_file_size,
|
| 427 |
+
chunk_size,
|
| 428 |
+
include_metadata,
|
| 429 |
+
remove_comments
|
| 430 |
+
]
|
| 431 |
+
)
|
| 432 |
+
|
| 433 |
+
return demo
|
| 434 |
+
|
| 435 |
+
if __name__ == "__main__":
|
| 436 |
+
demo = create_interface()
|
| 437 |
+
demo.launch(
|
| 438 |
+
share=True,
|
| 439 |
+
show_error=True,
|
| 440 |
+
show_tips=True
|
| 441 |
+
)
|
requirements.txt
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
requirements.txt
|
| 2 |
+
requests
|
| 3 |
+
gradio
|
| 4 |
+
git+https://github.com/huggingface/transformers
|
| 5 |
+
torch
|
| 6 |
+
tokenizers
|
| 7 |
+
accelerate
|
| 8 |
+
sentencepiece
|
| 9 |
+
numpy
|
| 10 |
+
Pillow
|