Create cli/utils.py
Browse files- cli/utils.py +222 -0
cli/utils.py
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| 1 |
+
"""
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| 2 |
+
Utility functions for the CLI.
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| 3 |
+
"""
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| 4 |
+
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| 5 |
+
import sys
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| 6 |
+
import os
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| 7 |
+
import subprocess
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| 8 |
+
from pathlib import Path
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| 9 |
+
from typing import Optional, List, Dict, Any
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| 10 |
+
import json
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| 11 |
+
import psutil
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| 12 |
+
import torch
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| 13 |
+
from rich.console import Console
|
| 14 |
+
from rich.table import Table
|
| 15 |
+
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| 16 |
+
console = Console()
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| 17 |
+
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| 18 |
+
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| 19 |
+
def check_system_requirements() -> Dict[str, Any]:
|
| 20 |
+
"""Check if system meets requirements."""
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| 21 |
+
requirements = {
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| 22 |
+
'python_version': sys.version,
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| 23 |
+
'python_ok': sys.version_info >= (3, 8),
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| 24 |
+
'memory_gb': psutil.virtual_memory().total / (1024**3),
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| 25 |
+
'memory_ok': psutil.virtual_memory().total >= 8 * (1024**3),
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| 26 |
+
'cuda_available': torch.cuda.is_available(),
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| 27 |
+
'gpu_name': None,
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| 28 |
+
'gpu_memory_gb': 0,
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| 29 |
+
'ffmpeg_available': check_ffmpeg(),
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| 30 |
+
'disk_space_gb': get_free_disk_space(),
|
| 31 |
+
'disk_ok': get_free_disk_space() >= 10
|
| 32 |
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}
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| 33 |
+
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| 34 |
+
if torch.cuda.is_available():
|
| 35 |
+
requirements['gpu_name'] = torch.cuda.get_device_name(0)
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| 36 |
+
requirements['gpu_memory_gb'] = torch.cuda.get_device_properties(0).total_memory / (1024**3)
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| 37 |
+
|
| 38 |
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return requirements
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| 39 |
+
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| 40 |
+
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| 41 |
+
def check_ffmpeg() -> bool:
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| 42 |
+
"""Check if FFmpeg is available."""
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| 43 |
+
try:
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| 44 |
+
subprocess.run(['ffmpeg', '-version'], capture_output=True, check=True)
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| 45 |
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return True
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| 46 |
+
except (subprocess.CalledProcessError, FileNotFoundError):
|
| 47 |
+
return False
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| 48 |
+
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| 49 |
+
|
| 50 |
+
def get_free_disk_space() -> float:
|
| 51 |
+
"""Get free disk space in GB."""
|
| 52 |
+
stat = psutil.disk_usage('/')
|
| 53 |
+
return stat.free / (1024**3)
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
def install_ffmpeg_instructions() -> str:
|
| 57 |
+
"""Get FFmpeg installation instructions for current platform."""
|
| 58 |
+
system = sys.platform
|
| 59 |
+
|
| 60 |
+
if system == "darwin": # macOS
|
| 61 |
+
return "Install FFmpeg using: brew install ffmpeg"
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| 62 |
+
elif system == "win32": # Windows
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| 63 |
+
return "Download FFmpeg from https://ffmpeg.org/download.html and add to PATH"
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| 64 |
+
else: # Linux
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| 65 |
+
return "Install FFmpeg using: sudo apt-get install ffmpeg (Ubuntu/Debian) or equivalent"
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| 66 |
+
|
| 67 |
+
|
| 68 |
+
def print_system_info():
|
| 69 |
+
"""Print system information table."""
|
| 70 |
+
reqs = check_system_requirements()
|
| 71 |
+
|
| 72 |
+
table = Table(title="System Information")
|
| 73 |
+
table.add_column("Component", style="cyan")
|
| 74 |
+
table.add_column("Status", style="green")
|
| 75 |
+
table.add_column("Value", style="white")
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| 76 |
+
|
| 77 |
+
# Python
|
| 78 |
+
python_status = "β" if reqs['python_ok'] else "β"
|
| 79 |
+
table.add_row("Python", python_status, reqs['python_version'].split()[0])
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| 80 |
+
|
| 81 |
+
# Memory
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| 82 |
+
memory_status = "β" if reqs['memory_ok'] else "β"
|
| 83 |
+
table.add_row("Memory", memory_status, f"{reqs['memory_gb']:.1f} GB")
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| 84 |
+
|
| 85 |
+
# GPU
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| 86 |
+
if reqs['cuda_available']:
|
| 87 |
+
table.add_row("GPU", "β", f"{reqs['gpu_name']} ({reqs['gpu_memory_gb']:.1f} GB)")
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| 88 |
+
else:
|
| 89 |
+
table.add_row("GPU", "β", "Not available")
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| 90 |
+
|
| 91 |
+
# FFmpeg
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| 92 |
+
ffmpeg_status = "β" if reqs['ffmpeg_available'] else "β"
|
| 93 |
+
table.add_row("FFmpeg", ffmpeg_status, "Installed" if reqs['ffmpeg_available'] else "Not found")
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| 94 |
+
|
| 95 |
+
# Disk space
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| 96 |
+
disk_status = "β" if reqs['disk_ok'] else "β"
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| 97 |
+
table.add_row("Disk Space", disk_status, f"{reqs['disk_space_gb']:.1f} GB free")
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| 98 |
+
|
| 99 |
+
console.print(table)
|
| 100 |
+
|
| 101 |
+
# Print warnings
|
| 102 |
+
if not reqs['memory_ok']:
|
| 103 |
+
console.print("[yellow]Warning: Less than 8GB RAM available. Processing may be slow.[/yellow]")
|
| 104 |
+
|
| 105 |
+
if not reqs['ffmpeg_available']:
|
| 106 |
+
console.print(f"[yellow]Warning: FFmpeg not found. {install_ffmpeg_instructions()}[/yellow]")
|
| 107 |
+
|
| 108 |
+
if not reqs['disk_ok']:
|
| 109 |
+
console.print("[yellow]Warning: Less than 10GB disk space available.[/yellow]")
|
| 110 |
+
|
| 111 |
+
|
| 112 |
+
def format_time(seconds: float) -> str:
|
| 113 |
+
"""Format seconds to human-readable time."""
|
| 114 |
+
if seconds < 60:
|
| 115 |
+
return f"{seconds:.1f}s"
|
| 116 |
+
elif seconds < 3600:
|
| 117 |
+
minutes = seconds / 60
|
| 118 |
+
return f"{minutes:.1f}m"
|
| 119 |
+
else:
|
| 120 |
+
hours = seconds / 3600
|
| 121 |
+
return f"{hours:.1f}h"
|
| 122 |
+
|
| 123 |
+
|
| 124 |
+
def estimate_processing_time(video_path: str, use_two_stage: bool = False) -> float:
|
| 125 |
+
"""Estimate processing time for a video."""
|
| 126 |
+
import cv2
|
| 127 |
+
|
| 128 |
+
try:
|
| 129 |
+
cap = cv2.VideoCapture(video_path)
|
| 130 |
+
frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
|
| 131 |
+
fps = cap.get(cv2.CAP_PROP_FPS)
|
| 132 |
+
cap.release()
|
| 133 |
+
|
| 134 |
+
# Rough estimates based on hardware
|
| 135 |
+
if torch.cuda.is_available():
|
| 136 |
+
seconds_per_frame = 0.1 if not use_two_stage else 0.2
|
| 137 |
+
else:
|
| 138 |
+
seconds_per_frame = 0.5 if not use_two_stage else 1.0
|
| 139 |
+
|
| 140 |
+
return frame_count * seconds_per_frame
|
| 141 |
+
|
| 142 |
+
except:
|
| 143 |
+
return 0
|
| 144 |
+
|
| 145 |
+
|
| 146 |
+
def validate_paths(input_path: str, output_path: str) -> bool:
|
| 147 |
+
"""Validate input and output paths."""
|
| 148 |
+
input_file = Path(input_path)
|
| 149 |
+
output_file = Path(output_path)
|
| 150 |
+
|
| 151 |
+
if not input_file.exists():
|
| 152 |
+
console.print(f"[red]Error: Input file does not exist: {input_path}[/red]")
|
| 153 |
+
return False
|
| 154 |
+
|
| 155 |
+
if not input_file.is_file():
|
| 156 |
+
console.print(f"[red]Error: Input path is not a file: {input_path}[/red]")
|
| 157 |
+
return False
|
| 158 |
+
|
| 159 |
+
# Check if input is a video file
|
| 160 |
+
valid_extensions = {'.mp4', '.avi', '.mov', '.mkv', '.webm', '.flv', '.wmv'}
|
| 161 |
+
if input_file.suffix.lower() not in valid_extensions:
|
| 162 |
+
console.print(f"[red]Error: Input file is not a supported video format: {input_file.suffix}[/red]")
|
| 163 |
+
console.print(f"Supported formats: {', '.join(valid_extensions)}")
|
| 164 |
+
return False
|
| 165 |
+
|
| 166 |
+
# Check output directory exists or can be created
|
| 167 |
+
output_dir = output_file.parent
|
| 168 |
+
if not output_dir.exists():
|
| 169 |
+
try:
|
| 170 |
+
output_dir.mkdir(parents=True, exist_ok=True)
|
| 171 |
+
except Exception as e:
|
| 172 |
+
console.print(f"[red]Error: Cannot create output directory: {e}[/red]")
|
| 173 |
+
return False
|
| 174 |
+
|
| 175 |
+
# Warn if output file exists
|
| 176 |
+
if output_file.exists():
|
| 177 |
+
response = console.input(f"[yellow]Output file exists. Overwrite? (y/n):[/yellow] ")
|
| 178 |
+
if response.lower() != 'y':
|
| 179 |
+
return False
|
| 180 |
+
|
| 181 |
+
return True
|
| 182 |
+
|
| 183 |
+
|
| 184 |
+
def create_config_file(config_path: Optional[str] = None) -> str:
|
| 185 |
+
"""Create a default configuration file."""
|
| 186 |
+
if config_path is None:
|
| 187 |
+
config_path = Path.home() / ".backgroundfx" / "config.json"
|
| 188 |
+
else:
|
| 189 |
+
config_path = Path(config_path)
|
| 190 |
+
|
| 191 |
+
config_path.parent.mkdir(parents=True, exist_ok=True)
|
| 192 |
+
|
| 193 |
+
default_config = {
|
| 194 |
+
"default_background": "blur",
|
| 195 |
+
"quality_preset": "high",
|
| 196 |
+
"use_two_stage": False,
|
| 197 |
+
"chroma_preset": "standard",
|
| 198 |
+
"output_format": "mp4",
|
| 199 |
+
"models_dir": str(Path.home() / ".backgroundfx" / "models"),
|
| 200 |
+
"temp_dir": "/tmp",
|
| 201 |
+
"max_memory_gb": 8,
|
| 202 |
+
"batch_size": 1,
|
| 203 |
+
"device": "auto"
|
| 204 |
+
}
|
| 205 |
+
|
| 206 |
+
with open(config_path, 'w') as f:
|
| 207 |
+
json.dump(default_config, f, indent=2)
|
| 208 |
+
|
| 209 |
+
return str(config_path)
|
| 210 |
+
|
| 211 |
+
|
| 212 |
+
def load_config(config_path: str) -> Dict[str, Any]:
|
| 213 |
+
"""Load configuration from file."""
|
| 214 |
+
try:
|
| 215 |
+
with open(config_path, 'r') as f:
|
| 216 |
+
return json.load(f)
|
| 217 |
+
except FileNotFoundError:
|
| 218 |
+
console.print(f"[yellow]Config file not found: {config_path}[/yellow]")
|
| 219 |
+
return {}
|
| 220 |
+
except json.JSONDecodeError as e:
|
| 221 |
+
console.print(f"[red]Error parsing config file: {e}[/red]")
|
| 222 |
+
return {}
|