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import gradio as gr | |
import subprocess | |
import os | |
import tempfile | |
import datetime | |
from pathlib import Path | |
from huggingface_hub import upload_file | |
from typing import Optional, Tuple, List, Union | |
import logging | |
import shutil | |
# Configure logging | |
logging.basicConfig( | |
level=logging.INFO, | |
format='%(asctime)s - %(levelname)s - %(message)s' | |
) | |
logger = logging.getLogger(__name__) | |
class ImageToDxfConverter: | |
def __init__(self): | |
"""Initialize the converter with configuration.""" | |
# For Hugging Face Spaces, executable should be in the root directory | |
self.executable_path = Path("SimpleImageToDxfHavePass") | |
self.hf_token = os.getenv("HF_TOKEN") | |
self.repo_id = "ArrcttacsrjksX/ImageToAutocadData" | |
# Make executable file executable (Hugging Face Spaces specific) | |
try: | |
os.chmod(self.executable_path, 0o755) | |
logger.info(f"Set executable permissions for {self.executable_path}") | |
except Exception as e: | |
logger.error(f"Failed to set executable permissions: {e}") | |
def _ensure_directory(self, path: Union[str, Path]) -> Path: | |
"""Ensure directory exists and return Path object.""" | |
path = Path(path) | |
path.mkdir(parents=True, exist_ok=True) | |
return path | |
def _generate_output_paths(self, output_folder: Path, timestamp: str) -> dict: | |
"""Generate all required output paths.""" | |
return { | |
'output_dxf': output_folder / f"{timestamp}_output.dxf", | |
'debug_png': output_folder / f"{timestamp}_debug.png", | |
'temp_dxf': output_folder / "_output.dxf", | |
'temp_debug': output_folder / "_debug.png" | |
} | |
def convert_image(self, | |
image_path: Optional[str], | |
output_folder: Optional[str] = None, | |
use_lines: bool = False) -> Tuple[Optional[str], Optional[str], List[str]]: | |
"""Convert image to DXF format.""" | |
try: | |
# Input validation | |
if not image_path: | |
return "No image provided", None, [] | |
# Setup output directory | |
output_dir = self._ensure_directory(output_folder if output_folder else tempfile.mkdtemp()) | |
timestamp = datetime.datetime.now().strftime("%Y-%m-%d_%H-%M-%S") | |
paths = self._generate_output_paths(output_dir, timestamp) | |
# Prepare conversion command | |
command = [ | |
f"./{self.executable_path}", # Use relative path with ./ | |
f"--imagePath={image_path}", | |
f"--outputPath={paths['temp_dxf']}", | |
f"--debug-output={paths['temp_debug']}" | |
] | |
if use_lines: | |
command.append("--use-lines") | |
# Execute conversion | |
try: | |
result = subprocess.run( | |
command, | |
check=True, | |
capture_output=True, | |
text=True | |
) | |
logger.info(f"Conversion output: {result.stdout}") | |
except subprocess.CalledProcessError as e: | |
error_msg = f"Conversion failed: {e.stderr}" | |
logger.error(error_msg) | |
return error_msg, None, [] | |
# Move temporary files to final locations | |
shutil.move(paths['temp_dxf'], paths['output_dxf']) | |
if use_lines and os.path.exists(paths['temp_debug']): | |
shutil.move(paths['temp_debug'], paths['debug_png']) | |
# Upload files to Hugging Face | |
uploaded_files = [] | |
if self.hf_token: | |
try: | |
date_folder = timestamp | |
# Upload input image | |
uploaded_input = upload_file( | |
path_or_fileobj=image_path, | |
path_in_repo=f"datasets/{self.repo_id}/{date_folder}/{Path(image_path).name}", | |
repo_id=self.repo_id, | |
token=self.hf_token | |
) | |
uploaded_files.append(uploaded_input) | |
# Upload DXF output | |
uploaded_dxf = upload_file( | |
path_or_fileobj=str(paths['output_dxf']), | |
path_in_repo=f"datasets/{self.repo_id}/{date_folder}/{paths['output_dxf'].name}", | |
repo_id=self.repo_id, | |
token=self.hf_token | |
) | |
uploaded_files.append(uploaded_dxf) | |
# Upload debug image if available | |
if use_lines and os.path.exists(paths['debug_png']): | |
uploaded_debug = upload_file( | |
path_or_fileobj=str(paths['debug_png']), | |
path_in_repo=f"datasets/{self.repo_id}/{date_folder}/{paths['debug_png'].name}", | |
repo_id=self.repo_id, | |
token=self.hf_token | |
) | |
uploaded_files.append(uploaded_debug) | |
except Exception as e: | |
logger.error(f"Upload failed: {str(e)}") | |
return ( | |
str(paths['output_dxf']), | |
str(paths['debug_png']) if use_lines and os.path.exists(paths['debug_png']) else None, | |
uploaded_files | |
) | |
except Exception as e: | |
error_msg = f"Conversion failed: {str(e)}" | |
logger.error(error_msg) | |
return error_msg, None, [] | |
def create_gradio_interface(): | |
"""Create and configure the Gradio interface.""" | |
converter = ImageToDxfConverter() | |
with gr.Blocks(theme=gr.themes.Soft()) as demo: | |
gr.Markdown(""" | |
# Image to DXF Converter | |
Convert your images to DXF format for CAD software. | |
""") | |
with gr.Row(): | |
with gr.Column(scale=2): | |
image_input = gr.Image( | |
type="filepath", | |
label="Input Image", | |
elem_id="image_input" | |
) | |
with gr.Column(scale=1): | |
output_folder = gr.Textbox( | |
label="Output Folder (optional)", | |
placeholder="Leave blank for temporary folder", | |
elem_id="output_folder" | |
) | |
use_lines_checkbox = gr.Checkbox( | |
label="Enable line detection", | |
value=False, | |
elem_id="use_lines" | |
) | |
convert_btn = gr.Button( | |
"Convert to DXF", | |
variant="primary" | |
) | |
with gr.Row(): | |
with gr.Column(): | |
dxf_output = gr.File( | |
label="DXF Output", | |
elem_id="dxf_output" | |
) | |
with gr.Column(): | |
debug_output = gr.Image( | |
type="filepath", | |
label="Debug Preview", | |
elem_id="debug_output" | |
) | |
status_output = gr.Textbox( | |
label="Status", | |
value="Ready", | |
interactive=False | |
) | |
# Event handler | |
convert_btn.click( | |
fn=converter.convert_image, | |
inputs=[image_input, output_folder, use_lines_checkbox], | |
outputs=[dxf_output, debug_output, status_output] | |
) | |
return demo | |
def main(): | |
"""Main entry point with proper error handling.""" | |
try: | |
demo = create_gradio_interface() | |
demo.launch( | |
server_name="0.0.0.0", | |
server_port=7860 | |
) | |
except Exception as e: | |
logger.critical(f"Application failed to start: {str(e)}") | |
raise | |
if __name__ == "__main__": | |
main() |