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VFC / app.py

Update app.py

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import ffmpeg
import os
import time
from PIL import Image
import re
import tempfile
import shutil
import threading
import requests
import json
from fastapi import FastAPI, File, Form, UploadFile, HTTPException, Request
from fastapi.responses import FileResponse, JSONResponse
from fastapi.middleware.cors import CORSMiddleware
import uvicorn
import asyncio
from threading import Thread
import nest_asyncio

# Apply nest_asyncio for concurrent execution
nest_asyncio.apply()

app = FastAPI(title="Video Conversion API")

# Add CORS middleware
app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

# Supported formats
supported_formats = ['ASF', 'AVI', 'FLV', 'M2TS', 'M4V', 'MKV', 'MOV', 'MP4', 'MPEG', 'MPG', 'MTS', 'TS', 'VOB', 'WEBM', 'WMV']
audio_formats = ['AAC', 'AIFF', 'ALAC', 'CAF', 'FLAC', 'M4A', 'MP3', 'OGG', 'OPUS', 'SPX', 'TTA', 'WAV', 'WMA', 'WV']
gif_formats = ['GIF']
image_formats = ['BMP', 'DIB', 'EPS', 'GIF', 'ICNS', 'ICO', 'IM', 'JPEG', 'JPEG2000', 'MPO', 'MSP', 'PALM', 'PCX', 'PDF', 'PNG', 'PPM', 'SGI', 'SPIDER', 'TGA', 'TIFF', 'WEBP', 'WMX', 'XBM']

# Create cache directory
CACHE_DIR = tempfile.mkdtemp()

# Audio codec mapping
AUDIO_CODECS = {
    'MP3': {'acodec': 'libmp3lame', 'audio_bitrate': '192k'},
    'AAC': {'acodec': 'aac', 'audio_bitrate': '192k'},
    'WAV': {'acodec': 'pcm_s16le'},
    'FLAC': {'acodec': 'flac'},
    'OGG': {'acodec': 'libvorbis', 'audio_bitrate': '192k'},
    'M4A': {'acodec': 'aac', 'audio_bitrate': '192k'},
    'ALAC': {'acodec': 'alac'},
    'WMA': {'acodec': 'wmav2', 'audio_bitrate': '192k'},
    'AIFF': {'acodec': 'pcm_s16be'},
    'OPUS': {'acodec': 'libopus', 'audio_bitrate': '128k'},
    'CAF': {'acodec': 'alac'},
    'SPX': {'acodec': 'libspeex', 'audio_bitrate': '32k'},
    'WV': {'acodec': 'wavpack'},
}

# Video codec mapping
VIDEO_CODECS = {
    'MP4': {'vcodec': 'libx264', 'acodec': 'aac', 'preset': 'medium', 'crf': '23'},
    'AVI': {'vcodec': 'libxvid', 'acodec': 'libmp3lame'},
    'MOV': {'vcodec': 'libx264', 'acodec': 'aac'},
    'MKV': {'vcodec': 'libx264', 'acodec': 'aac'},
    'WEBM': {'vcodec': 'libvpx-vp9', 'acodec': 'libopus'},
    'FLV': {'vcodec': 'libx264', 'acodec': 'aac'},
    'WMV': {'vcodec': 'wmv2', 'acodec': 'wmav2'},
    'M4V': {'vcodec': 'libx264', 'acodec': 'aac'},
    'MPG': {'vcodec': 'mpeg2video', 'acodec': 'mp2'},
    'MPEG': {'vcodec': 'mpeg2video', 'acodec': 'mp2'},
    'VOB': {'vcodec': 'mpeg2video', 'acodec': 'mp2'},
    'ASF': {'vcodec': 'wmv2', 'acodec': 'wmav2'},
    'TS': {'vcodec': 'libx264', 'acodec': 'aac'},
    'M2TS': {'vcodec': 'libx264', 'acodec': 'aac'},
    'MTS': {'vcodec': 'libx264', 'acodec': 'aac'},
}

def delete_temp_dir(directory, delay=900):
    """Delete temporary directory after delay"""
    def cleanup():
        try:
            if os.path.exists(directory):
                shutil.rmtree(directory)
                print(f"Cleaned up temporary directory: {directory}")
        except Exception as e:
            print(f"Error cleaning up directory {directory}: {e}")
    
    timer = threading.Timer(delay, cleanup)
    timer.daemon = True
    timer.start()

# Schedule cleanup
delete_temp_dir(CACHE_DIR, delay=900)

def sanitize_filename(filename):
    """Sanitize filename by removing special characters and spaces."""
    return re.sub(r'[^a-zA-Z0-9_.-]', '_', filename)

def get_video_duration(video_path):
    """Get video duration in seconds using ffmpeg."""
    try:
        probe = ffmpeg.probe(video_path, v='error', select_streams='v:0', show_entries='stream=duration')
        return float(probe['streams'][0]['duration'])
    except:
        return 60  # Fallback duration

def convert_video(video_path, target_format, conversion_type, time_in_seconds=None):
    try:
        base_name = os.path.splitext(os.path.basename(video_path))[0]
        sanitized_base_name = sanitize_filename(base_name)
        
        output_dir = os.path.join(CACHE_DIR, "outputs")
        os.makedirs(output_dir, exist_ok=True)

        if conversion_type == 'Video to Video':
            output_file = os.path.join(output_dir, f"converted_{sanitized_base_name}.{target_format.lower()}")
            
            # Get codec settings for the target format
            codec_settings = VIDEO_CODECS.get(target_format.upper(), {})
            
            if codec_settings:
                # Build ffmpeg command with specific codecs
                input_stream = ffmpeg.input(video_path)
                output_kwargs = {}
                
                # Add video codec if specified
                if 'vcodec' in codec_settings:
                    output_kwargs['vcodec'] = codec_settings['vcodec']
                
                # Add audio codec if specified
                if 'acodec' in codec_settings:
                    output_kwargs['acodec'] = codec_settings['acodec']
                
                # Add other settings
                for key, value in codec_settings.items():
                    if key not in ['vcodec', 'acodec']:
                        output_kwargs[key] = value
                
                ffmpeg.output(input_stream, output_file, **output_kwargs).overwrite_output().run(quiet=True)
            else:
                # Fallback for unsupported formats
                ffmpeg.input(video_path).output(output_file).overwrite_output().run(quiet=True)
            
            return output_file

        elif conversion_type == 'Video to Audio':
            output_file = os.path.join(output_dir, f"audio_{sanitized_base_name}.{target_format.lower()}")
            
            # Get codec settings for the target audio format
            codec_settings = AUDIO_CODECS.get(target_format.upper(), {})
            
            if codec_settings:
                # Build ffmpeg command with specific audio codec
                input_stream = ffmpeg.input(video_path)
                output_kwargs = {
                    'vn': None  # Disable video stream (audio only)
                }
                
                # Add audio codec
                if 'acodec' in codec_settings:
                    output_kwargs['acodec'] = codec_settings['acodec']
                
                # Add audio bitrate if specified
                if 'audio_bitrate' in codec_settings:
                    output_kwargs['audio_bitrate'] = codec_settings['audio_bitrate']
                
                # Add other audio settings
                for key, value in codec_settings.items():
                    if key not in ['acodec', 'audio_bitrate']:
                        output_kwargs[key] = value
                
                ffmpeg.output(input_stream, output_file, **output_kwargs).overwrite_output().run(quiet=True)
            else:
                # Fallback for unsupported audio formats - but still audio only
                ffmpeg.input(video_path).output(output_file, vn=None).overwrite_output().run(quiet=True)
            
            return output_file

        elif conversion_type == 'Video to GIF':
            output_file = os.path.join(output_dir, f"gif_{sanitized_base_name}.gif")
            # Create high-quality GIF with palette optimization
            (
                ffmpeg
                .input(video_path)
                .output(output_file, 
                       vf="fps=15,scale=480:-1:flags=lanczos,palettegen=stats_mode=diff",
                       loop=0)
                .overwrite_output()
                .run(quiet=True)
            )
            return output_file

        elif conversion_type == 'Video to Image':
            if time_in_seconds is None:
                time_in_seconds = 0
            
            # First extract frame as PNG using ffmpeg
            temp_png_file = os.path.join(output_dir, f"temp_image_{sanitized_base_name}_{time_in_seconds}s.png")
            
            # Extract frame using ffmpeg with high quality
            (
                ffmpeg
                .input(video_path, ss=time_in_seconds)
                .output(temp_png_file, vframes=1, **{'qscale:v': '1'})
                .overwrite_output()
                .run(quiet=True, capture_stdout=True, capture_stderr=True)
            )
            
            # If target format is PNG, return directly
            if target_format.upper() == 'PNG':
                return temp_png_file
            
            # For other image formats, convert using PIL
            output_file = os.path.join(output_dir, f"image_{sanitized_base_name}_{time_in_seconds}s.{target_format.lower()}")
            
            try:
                # Open the extracted PNG and convert to desired format
                with Image.open(temp_png_file) as img:
                    # Handle different formats with optimal settings
                    if target_format.upper() == 'PDF':
                        # Convert to RGB first for PDF
                        if img.mode != 'RGB':
                            img = img.convert('RGB')
                        img.save(output_file, format='PDF', save_all=True, quality=95)
                    elif target_format.upper() in ['JPEG', 'JPG']:
                        # Convert to RGB for JPEG
                        if img.mode != 'RGB':
                            img = img.convert('RGB')
                        img.save(output_file, format='JPEG', quality=95, optimize=True)
                    elif target_format.upper() == 'TIFF':
                        img.save(output_file, format='TIFF', compression='tiff_lzw')
                    elif target_format.upper() == 'WEBP':
                        img.save(output_file, format='WEBP', quality=95, method=6)
                    elif target_format.upper() == 'BMP':
                        # Convert to RGB for BMP
                        if img.mode != 'RGB':
                            img = img.convert('RGB')
                        img.save(output_file, format='BMP')
                    else:
                        # For other formats, try to save directly
                        try:
                            img.save(output_file, format=target_format.upper())
                        except:
                            # If format not supported, convert to RGB and try again
                            if img.mode != 'RGB':
                                img = img.convert('RGB')
                            img.save(output_file, format=target_format.upper())
                
                # Remove temporary PNG file
                if os.path.exists(temp_png_file):
                    os.remove(temp_png_file)
                return output_file
                
            except Exception as pil_error:
                # If PIL conversion fails, return the PNG file as fallback
                print(f"PIL conversion error: {pil_error}, returning PNG instead")
                return temp_png_file

    except ffmpeg.Error as e:
        error_message = f"FFmpeg error: {e.stderr.decode() if e.stderr else str(e)}"
        raise Exception(error_message)
    except Exception as e:
        raise Exception(f"Conversion error: {str(e)}")

# API Endpoints
@app.post("/api/convert")
async def api_convert(
    file: UploadFile = File(...),
    conversion_type: str = Form("Video to Video"),
    target_format: str = Form("MP4"),
    time_in_seconds: int = Form(0)
):
    try:
        print(f"Received conversion request:")
        print(f"- File: {file.filename} ({file.content_type})")
        print(f"- Conversion type: {conversion_type}")
        print(f"- Target format: {target_format}")
        print(f"- Time: {time_in_seconds}")
        
        # Validate inputs
        if not file.filename:
            raise HTTPException(status_code=400, detail="No file provided")
        
        # Validate format support
        if conversion_type == 'Video to Audio' and target_format.upper() not in [f.upper() for f in audio_formats]:
            raise HTTPException(status_code=400, detail=f"Unsupported audio format: {target_format}")
        elif conversion_type == 'Video to Video' and target_format.upper() not in [f.upper() for f in supported_formats]:
            raise HTTPException(status_code=400, detail=f"Unsupported video format: {target_format}")
        elif conversion_type == 'Video to Image' and target_format.upper() not in [f.upper() for f in image_formats]:
            raise HTTPException(status_code=400, detail=f"Unsupported image format: {target_format}")
        
        # Save uploaded file
        temp_dir = tempfile.mkdtemp()
        file_path = os.path.join(temp_dir, file.filename)
        
        print(f"Saving file to: {file_path}")
        
        with open(file_path, "wb") as f:
            content = await file.read()
            f.write(content)
            print(f"File saved, size: {len(content)} bytes")
        
        # Verify file exists and is readable
        if not os.path.exists(file_path) or os.path.getsize(file_path) == 0:
            raise HTTPException(status_code=400, detail="Failed to save uploaded file")
        
        # Convert video
        print(f"Starting conversion...")
        output_file = convert_video(file_path, target_format, conversion_type, time_in_seconds)
        
        # Verify output file exists
        if not os.path.exists(output_file):
            raise HTTPException(status_code=500, detail="Conversion failed - output file not created")
        
        print(f"Conversion successful. Output file: {output_file} (size: {os.path.getsize(output_file)} bytes)")
        
        # Determine content type based on format
        content_type = "application/octet-stream"
        if conversion_type == 'Video to Video':
            content_type = f"video/{target_format.lower()}"
        elif conversion_type == 'Video to Audio':
            if target_format.upper() == 'OGG':
                content_type = "audio/ogg"
            elif target_format.upper() == 'M4A':
                content_type = "audio/mp4"
            else:
                content_type = f"audio/{target_format.lower()}"
        elif conversion_type == 'Video to GIF':
            content_type = "image/gif"
        elif conversion_type == 'Video to Image':
            # Set appropriate content type for image formats
            if target_format.upper() == 'PDF':
                content_type = "application/pdf"
            elif target_format.upper() in ['JPEG', 'JPG']:
                content_type = "image/jpeg"
            elif target_format.upper() == 'PNG':
                content_type = "image/png"
            elif target_format.upper() == 'TIFF':
                content_type = "image/tiff"
            elif target_format.upper() == 'WEBP':
                content_type = "image/webp"
            else:
                content_type = f"image/{target_format.lower()}"
        
        # Clean up input file
        try:
            os.unlink(file_path)
            os.rmdir(temp_dir)
        except:
            pass
        
        return FileResponse(
            output_file,
            media_type=content_type,
            filename=os.path.basename(output_file),
            headers={
                "Content-Disposition": f"attachment; filename=\"{os.path.basename(output_file)}\"",
                "Cache-Control": "no-cache"
            }
        )
            
    except HTTPException:
        raise
    except Exception as e:
        print(f"Conversion error: {str(e)}")
        raise HTTPException(status_code=500, detail=f"Conversion failed: {str(e)}")

@app.get("/api/formats")
async def get_formats():
    return {
        "video_formats": supported_formats,
        "audio_formats": audio_formats,
        "image_formats": image_formats,
        "gif_formats": gif_formats,
        "supported_audio_codecs": list(AUDIO_CODECS.keys()),
        "supported_video_codecs": list(VIDEO_CODECS.keys())
    }

# Health check endpoints for Hugging Face Spaces
@app.get("/_stcore/health")
async def stcore_health():
    return {"status": "healthy"}

@app.get("/_stcore/host-config")
async def stcore_host_config():
    return {
        "version": "1.0",
        "config": {
            "enableCors": False,
            "enableXsrfProtection": False
        }
    }

@app.get("/health")
async def health():
    return {"status": "healthy", "message": "Video Conversion API is running"}

@app.get("/")
async def root():
    return {"message": "Video Conversion API is running", "docs": "/docs", "status": "healthy"}

# Main function to run the app
def main():
    print("Starting Video Conversion API...")
    print(f"Cache directory: {CACHE_DIR}")
    print(f"Supported video formats: {supported_formats}")
    print(f"Supported audio formats: {audio_formats}")
    
    # Get port from environment variable (Hugging Face Spaces uses specific port)
    port = int(os.environ.get("PORT", 7860))
    host = "0.0.0.0"
    
    print(f"Starting server on {host}:{port}")
    
    # Configure uvicorn with proper settings for Hugging Face Spaces
    uvicorn.run(
        app, 
        host=host, 
        port=port,
        log_level="info",
        access_log=True
    )

if __name__ == "__main__":
    main()

	import ffmpeg
	import os
	import time
	from PIL import Image
	import re
	import tempfile
	import shutil
	import threading
	import requests
	import json
	from fastapi import FastAPI, File, Form, UploadFile, HTTPException, Request
	from fastapi.responses import FileResponse, JSONResponse
	from fastapi.middleware.cors import CORSMiddleware
	import uvicorn
	import asyncio
	from threading import Thread
	import nest_asyncio

	# Apply nest_asyncio for concurrent execution
	nest_asyncio.apply()

	app = FastAPI(title="Video Conversion API")

	# Add CORS middleware
	app.add_middleware(
	CORSMiddleware,
	allow_origins=["*"],
	allow_credentials=True,
	allow_methods=["*"],
	allow_headers=["*"],
	)

	# Supported formats
	supported_formats = ['ASF', 'AVI', 'FLV', 'M2TS', 'M4V', 'MKV', 'MOV', 'MP4', 'MPEG', 'MPG', 'MTS', 'TS', 'VOB', 'WEBM', 'WMV']
	audio_formats = ['AAC', 'AIFF', 'ALAC', 'CAF', 'FLAC', 'M4A', 'MP3', 'OGG', 'OPUS', 'SPX', 'TTA', 'WAV', 'WMA', 'WV']
	gif_formats = ['GIF']
	image_formats = ['BMP', 'DIB', 'EPS', 'GIF', 'ICNS', 'ICO', 'IM', 'JPEG', 'JPEG2000', 'MPO', 'MSP', 'PALM', 'PCX', 'PDF', 'PNG', 'PPM', 'SGI', 'SPIDER', 'TGA', 'TIFF', 'WEBP', 'WMX', 'XBM']

	# Create cache directory
	CACHE_DIR = tempfile.mkdtemp()

	# Audio codec mapping
	AUDIO_CODECS = {
	'MP3': {'acodec': 'libmp3lame', 'audio_bitrate': '192k'},
	'AAC': {'acodec': 'aac', 'audio_bitrate': '192k'},
	'WAV': {'acodec': 'pcm_s16le'},
	'FLAC': {'acodec': 'flac'},
	'OGG': {'acodec': 'libvorbis', 'audio_bitrate': '192k'},
	'M4A': {'acodec': 'aac', 'audio_bitrate': '192k'},
	'ALAC': {'acodec': 'alac'},
	'WMA': {'acodec': 'wmav2', 'audio_bitrate': '192k'},
	'AIFF': {'acodec': 'pcm_s16be'},
	'OPUS': {'acodec': 'libopus', 'audio_bitrate': '128k'},
	'CAF': {'acodec': 'alac'},
	'SPX': {'acodec': 'libspeex', 'audio_bitrate': '32k'},
	'WV': {'acodec': 'wavpack'},
	}

	# Video codec mapping
	VIDEO_CODECS = {
	'MP4': {'vcodec': 'libx264', 'acodec': 'aac', 'preset': 'medium', 'crf': '23'},
	'AVI': {'vcodec': 'libxvid', 'acodec': 'libmp3lame'},
	'MOV': {'vcodec': 'libx264', 'acodec': 'aac'},
	'MKV': {'vcodec': 'libx264', 'acodec': 'aac'},
	'WEBM': {'vcodec': 'libvpx-vp9', 'acodec': 'libopus'},
	'FLV': {'vcodec': 'libx264', 'acodec': 'aac'},
	'WMV': {'vcodec': 'wmv2', 'acodec': 'wmav2'},
	'M4V': {'vcodec': 'libx264', 'acodec': 'aac'},
	'MPG': {'vcodec': 'mpeg2video', 'acodec': 'mp2'},
	'MPEG': {'vcodec': 'mpeg2video', 'acodec': 'mp2'},
	'VOB': {'vcodec': 'mpeg2video', 'acodec': 'mp2'},
	'ASF': {'vcodec': 'wmv2', 'acodec': 'wmav2'},
	'TS': {'vcodec': 'libx264', 'acodec': 'aac'},
	'M2TS': {'vcodec': 'libx264', 'acodec': 'aac'},
	'MTS': {'vcodec': 'libx264', 'acodec': 'aac'},
	}

	def delete_temp_dir(directory, delay=900):
	"""Delete temporary directory after delay"""
	def cleanup():
	try:
	if os.path.exists(directory):
	shutil.rmtree(directory)
	print(f"Cleaned up temporary directory: {directory}")
	except Exception as e:
	print(f"Error cleaning up directory {directory}: {e}")

	timer = threading.Timer(delay, cleanup)
	timer.daemon = True
	timer.start()

	# Schedule cleanup
	delete_temp_dir(CACHE_DIR, delay=900)

	def sanitize_filename(filename):
	"""Sanitize filename by removing special characters and spaces."""
	return re.sub(r'[^a-zA-Z0-9_.-]', '_', filename)

	def get_video_duration(video_path):
	"""Get video duration in seconds using ffmpeg."""
	try:
	probe = ffmpeg.probe(video_path, v='error', select_streams='v:0', show_entries='stream=duration')
	return float(probe['streams'][0]['duration'])
	except:
	return 60 # Fallback duration

	def convert_video(video_path, target_format, conversion_type, time_in_seconds=None):
	try:
	base_name = os.path.splitext(os.path.basename(video_path))[0]
	sanitized_base_name = sanitize_filename(base_name)

	output_dir = os.path.join(CACHE_DIR, "outputs")
	os.makedirs(output_dir, exist_ok=True)

	if conversion_type == 'Video to Video':
	output_file = os.path.join(output_dir, f"converted_{sanitized_base_name}.{target_format.lower()}")

	# Get codec settings for the target format
	codec_settings = VIDEO_CODECS.get(target_format.upper(), {})

	if codec_settings:
	# Build ffmpeg command with specific codecs
	input_stream = ffmpeg.input(video_path)
	output_kwargs = {}

	# Add video codec if specified
	if 'vcodec' in codec_settings:
	output_kwargs['vcodec'] = codec_settings['vcodec']

	# Add audio codec if specified
	if 'acodec' in codec_settings:
	output_kwargs['acodec'] = codec_settings['acodec']

	# Add other settings
	for key, value in codec_settings.items():
	if key not in ['vcodec', 'acodec']:
	output_kwargs[key] = value

	ffmpeg.output(input_stream, output_file, **output_kwargs).overwrite_output().run(quiet=True)
	else:
	# Fallback for unsupported formats
	ffmpeg.input(video_path).output(output_file).overwrite_output().run(quiet=True)

	return output_file

	elif conversion_type == 'Video to Audio':
	output_file = os.path.join(output_dir, f"audio_{sanitized_base_name}.{target_format.lower()}")

	# Get codec settings for the target audio format
	codec_settings = AUDIO_CODECS.get(target_format.upper(), {})

	if codec_settings:
	# Build ffmpeg command with specific audio codec
	input_stream = ffmpeg.input(video_path)
	output_kwargs = {
	'vn': None # Disable video stream (audio only)
	}

	# Add audio codec
	if 'acodec' in codec_settings:
	output_kwargs['acodec'] = codec_settings['acodec']

	# Add audio bitrate if specified
	if 'audio_bitrate' in codec_settings:
	output_kwargs['audio_bitrate'] = codec_settings['audio_bitrate']

	# Add other audio settings
	for key, value in codec_settings.items():
	if key not in ['acodec', 'audio_bitrate']:
	output_kwargs[key] = value

	ffmpeg.output(input_stream, output_file, **output_kwargs).overwrite_output().run(quiet=True)
	else:
	# Fallback for unsupported audio formats - but still audio only
	ffmpeg.input(video_path).output(output_file, vn=None).overwrite_output().run(quiet=True)

	return output_file

	elif conversion_type == 'Video to GIF':
	output_file = os.path.join(output_dir, f"gif_{sanitized_base_name}.gif")
	# Create high-quality GIF with palette optimization
	(
	ffmpeg
	.input(video_path)
	.output(output_file,
	vf="fps=15,scale=480:-1:flags=lanczos,palettegen=stats_mode=diff",
	loop=0)
	.overwrite_output()
	.run(quiet=True)
	)
	return output_file

	elif conversion_type == 'Video to Image':
	if time_in_seconds is None:
	time_in_seconds = 0

	# First extract frame as PNG using ffmpeg
	temp_png_file = os.path.join(output_dir, f"temp_image_{sanitized_base_name}_{time_in_seconds}s.png")

	# Extract frame using ffmpeg with high quality
	(
	ffmpeg
	.input(video_path, ss=time_in_seconds)
	.output(temp_png_file, vframes=1, **{'qscale:v': '1'})
	.overwrite_output()
	.run(quiet=True, capture_stdout=True, capture_stderr=True)
	)

	# If target format is PNG, return directly
	if target_format.upper() == 'PNG':
	return temp_png_file

	# For other image formats, convert using PIL
	output_file = os.path.join(output_dir, f"image_{sanitized_base_name}_{time_in_seconds}s.{target_format.lower()}")

	try:
	# Open the extracted PNG and convert to desired format
	with Image.open(temp_png_file) as img:
	# Handle different formats with optimal settings
	if target_format.upper() == 'PDF':
	# Convert to RGB first for PDF
	if img.mode != 'RGB':
	img = img.convert('RGB')
	img.save(output_file, format='PDF', save_all=True, quality=95)
	elif target_format.upper() in ['JPEG', 'JPG']:
	# Convert to RGB for JPEG
	if img.mode != 'RGB':
	img = img.convert('RGB')
	img.save(output_file, format='JPEG', quality=95, optimize=True)
	elif target_format.upper() == 'TIFF':
	img.save(output_file, format='TIFF', compression='tiff_lzw')
	elif target_format.upper() == 'WEBP':
	img.save(output_file, format='WEBP', quality=95, method=6)
	elif target_format.upper() == 'BMP':
	# Convert to RGB for BMP
	if img.mode != 'RGB':
	img = img.convert('RGB')
	img.save(output_file, format='BMP')
	else:
	# For other formats, try to save directly
	try:
	img.save(output_file, format=target_format.upper())
	except:
	# If format not supported, convert to RGB and try again
	if img.mode != 'RGB':
	img = img.convert('RGB')
	img.save(output_file, format=target_format.upper())

	# Remove temporary PNG file
	if os.path.exists(temp_png_file):
	os.remove(temp_png_file)
	return output_file

	except Exception as pil_error:
	# If PIL conversion fails, return the PNG file as fallback
	print(f"PIL conversion error: {pil_error}, returning PNG instead")
	return temp_png_file

	except ffmpeg.Error as e:
	error_message = f"FFmpeg error: {e.stderr.decode() if e.stderr else str(e)}"
	raise Exception(error_message)
	except Exception as e:
	raise Exception(f"Conversion error: {str(e)}")

	# API Endpoints
	@app.post("/api/convert")
	async def api_convert(
	file: UploadFile = File(...),
	conversion_type: str = Form("Video to Video"),
	target_format: str = Form("MP4"),
	time_in_seconds: int = Form(0)
	):
	try:
	print(f"Received conversion request:")
	print(f"- File: {file.filename} ({file.content_type})")
	print(f"- Conversion type: {conversion_type}")
	print(f"- Target format: {target_format}")
	print(f"- Time: {time_in_seconds}")

	# Validate inputs
	if not file.filename:
	raise HTTPException(status_code=400, detail="No file provided")

	# Validate format support
	if conversion_type == 'Video to Audio' and target_format.upper() not in [f.upper() for f in audio_formats]:
	raise HTTPException(status_code=400, detail=f"Unsupported audio format: {target_format}")
	elif conversion_type == 'Video to Video' and target_format.upper() not in [f.upper() for f in supported_formats]:
	raise HTTPException(status_code=400, detail=f"Unsupported video format: {target_format}")
	elif conversion_type == 'Video to Image' and target_format.upper() not in [f.upper() for f in image_formats]:
	raise HTTPException(status_code=400, detail=f"Unsupported image format: {target_format}")

	# Save uploaded file
	temp_dir = tempfile.mkdtemp()
	file_path = os.path.join(temp_dir, file.filename)

	print(f"Saving file to: {file_path}")

	with open(file_path, "wb") as f:
	content = await file.read()
	f.write(content)
	print(f"File saved, size: {len(content)} bytes")

	# Verify file exists and is readable
	if not os.path.exists(file_path) or os.path.getsize(file_path) == 0:
	raise HTTPException(status_code=400, detail="Failed to save uploaded file")

	# Convert video
	print(f"Starting conversion...")
	output_file = convert_video(file_path, target_format, conversion_type, time_in_seconds)

	# Verify output file exists
	if not os.path.exists(output_file):
	raise HTTPException(status_code=500, detail="Conversion failed - output file not created")

	print(f"Conversion successful. Output file: {output_file} (size: {os.path.getsize(output_file)} bytes)")

	# Determine content type based on format
	content_type = "application/octet-stream"
	if conversion_type == 'Video to Video':
	content_type = f"video/{target_format.lower()}"
	elif conversion_type == 'Video to Audio':
	if target_format.upper() == 'OGG':
	content_type = "audio/ogg"
	elif target_format.upper() == 'M4A':
	content_type = "audio/mp4"
	else:
	content_type = f"audio/{target_format.lower()}"
	elif conversion_type == 'Video to GIF':
	content_type = "image/gif"
	elif conversion_type == 'Video to Image':
	# Set appropriate content type for image formats
	if target_format.upper() == 'PDF':
	content_type = "application/pdf"
	elif target_format.upper() in ['JPEG', 'JPG']:
	content_type = "image/jpeg"
	elif target_format.upper() == 'PNG':
	content_type = "image/png"
	elif target_format.upper() == 'TIFF':
	content_type = "image/tiff"
	elif target_format.upper() == 'WEBP':
	content_type = "image/webp"
	else:
	content_type = f"image/{target_format.lower()}"

	# Clean up input file
	try:
	os.unlink(file_path)
	os.rmdir(temp_dir)
	except:
	pass

	return FileResponse(
	output_file,
	media_type=content_type,
	filename=os.path.basename(output_file),
	headers={
	"Content-Disposition": f"attachment; filename=\"{os.path.basename(output_file)}\"",
	"Cache-Control": "no-cache"
	}
	)

	except HTTPException:
	raise
	except Exception as e:
	print(f"Conversion error: {str(e)}")
	raise HTTPException(status_code=500, detail=f"Conversion failed: {str(e)}")

	@app.get("/api/formats")
	async def get_formats():
	return {
	"video_formats": supported_formats,
	"audio_formats": audio_formats,
	"image_formats": image_formats,
	"gif_formats": gif_formats,
	"supported_audio_codecs": list(AUDIO_CODECS.keys()),
	"supported_video_codecs": list(VIDEO_CODECS.keys())
	}

	# Health check endpoints for Hugging Face Spaces
	@app.get("/_stcore/health")
	async def stcore_health():
	return {"status": "healthy"}

	@app.get("/_stcore/host-config")
	async def stcore_host_config():
	return {
	"version": "1.0",
	"config": {
	"enableCors": False,
	"enableXsrfProtection": False
	}
	}

	@app.get("/health")
	async def health():
	return {"status": "healthy", "message": "Video Conversion API is running"}

	@app.get("/")
	async def root():
	return {"message": "Video Conversion API is running", "docs": "/docs", "status": "healthy"}

	# Main function to run the app
	def main():
	print("Starting Video Conversion API...")
	print(f"Cache directory: {CACHE_DIR}")
	print(f"Supported video formats: {supported_formats}")
	print(f"Supported audio formats: {audio_formats}")

	# Get port from environment variable (Hugging Face Spaces uses specific port)
	port = int(os.environ.get("PORT", 7860))
	host = "0.0.0.0"

	print(f"Starting server on {host}:{port}")

	# Configure uvicorn with proper settings for Hugging Face Spaces
	uvicorn.run(
	app,
	host=host,
	port=port,
	log_level="info",
	access_log=True
	)

	if __name__ == "__main__":
	main()