Spaces:
Runtime error
Runtime error
raksa-the-wildcats commited on
Commit Β·
7b49b17
1
Parent(s): ca309c8
Add application file
Browse files- Dockerfile +34 -0
- app.py +424 -0
- packages.txt +5 -0
- requirements.txt +5 -0
Dockerfile
ADDED
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@@ -0,0 +1,34 @@
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FROM python:3.10-slim
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# Install system dependencies required for Manim
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RUN apt-get update && apt-get install -y \
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libcairo2-dev \
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libpango1.0-dev \
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libgirepository1.0-dev \
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libxml2-dev \
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libxslt1-dev \
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libffi-dev \
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libssl-dev \
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pkg-config \
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build-essential \
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ffmpeg \
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git \
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&& rm -rf /var/lib/apt/lists/*
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# Set working directory
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WORKDIR /app
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# Copy requirements first for better caching
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COPY requirements.txt .
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# Install Python dependencies
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy application code
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COPY . .
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# Expose port
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EXPOSE 7860
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# Run the application
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CMD ["python", "paste.txt"]
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app.py
ADDED
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@@ -0,0 +1,424 @@
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| 1 |
+
import gradio as gr
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| 2 |
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import subprocess
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| 3 |
+
import os
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| 4 |
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import tempfile
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| 5 |
+
import shutil
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| 6 |
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from pathlib import Path
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| 7 |
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import time
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| 8 |
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import sys
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| 9 |
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# Check if Manim is available
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| 11 |
+
try:
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import manim
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MANIM_AVAILABLE = True
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| 14 |
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except ImportError:
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| 15 |
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MANIM_AVAILABLE = False
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+
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class ManimAnimationGenerator:
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def __init__(self):
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self.temp_dir = None
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self.output_dir = None
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def setup_directories(self):
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| 23 |
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"""Setup temporary directories for Manim execution"""
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| 24 |
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self.temp_dir = tempfile.mkdtemp()
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| 25 |
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self.output_dir = os.path.join(self.temp_dir, "media", "videos", "480p15")
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| 26 |
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os.makedirs(self.output_dir, exist_ok=True)
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| 27 |
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return self.temp_dir
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| 28 |
+
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| 29 |
+
def cleanup_directories(self):
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| 30 |
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"""Clean up temporary directories"""
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| 31 |
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if self.temp_dir and os.path.exists(self.temp_dir):
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shutil.rmtree(self.temp_dir)
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| 33 |
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self.temp_dir = None
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| 34 |
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self.output_dir = None
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| 35 |
+
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def validate_manim_code(self, code):
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| 37 |
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"""Basic validation of Manim code"""
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required_imports = ["from manim import *", "import manim"]
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| 39 |
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has_import = any(imp in code for imp in required_imports)
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| 40 |
+
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if not has_import:
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return False, "Code must include 'from manim import *' or 'import manim'"
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| 43 |
+
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| 44 |
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if "class" not in code:
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return False, "Code must contain at least one class definition"
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+
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| 47 |
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if "Scene" not in code:
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return False, "Class must inherit from Scene or a Scene subclass"
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| 50 |
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return True, "Code validation passed"
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+
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def install_system_dependencies(self):
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| 53 |
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"""Install required system dependencies"""
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| 54 |
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try:
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# Install system dependencies for Manim
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| 56 |
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subprocess.check_call([
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| 57 |
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"apt-get", "update"
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| 58 |
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], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
|
| 59 |
+
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| 60 |
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subprocess.check_call([
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| 61 |
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"apt-get", "install", "-y",
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| 62 |
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"libcairo2-dev", "libpango1.0-dev", "libgirepository1.0-dev",
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"libxml2-dev", "libxslt1-dev", "libffi-dev", "libssl-dev",
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| 64 |
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"pkg-config", "build-essential"
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| 65 |
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], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
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| 66 |
+
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return True, "System dependencies installed"
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+
except subprocess.CalledProcessError as e:
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| 69 |
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return False, f"Failed to install system dependencies: {str(e)}"
|
| 70 |
+
except Exception as e:
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return False, f"Error installing dependencies: {str(e)}"
|
| 72 |
+
|
| 73 |
+
def install_manim(self):
|
| 74 |
+
"""Try to install Manim if not available"""
|
| 75 |
+
try:
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| 76 |
+
# Try to install Manim first
|
| 77 |
+
subprocess.check_call([
|
| 78 |
+
sys.executable, "-m", "pip", "install",
|
| 79 |
+
"manim", "--quiet"
|
| 80 |
+
])
|
| 81 |
+
|
| 82 |
+
# Try to install manimpango separately if needed
|
| 83 |
+
try:
|
| 84 |
+
subprocess.check_call([
|
| 85 |
+
sys.executable, "-m", "pip", "install",
|
| 86 |
+
"manimpango", "--quiet"
|
| 87 |
+
])
|
| 88 |
+
except subprocess.CalledProcessError:
|
| 89 |
+
# manimpango might fail, but manim might still work
|
| 90 |
+
pass
|
| 91 |
+
|
| 92 |
+
return True, "Manim installed successfully"
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| 93 |
+
except subprocess.CalledProcessError as e:
|
| 94 |
+
return False, f"Failed to install Manim: {str(e)}"
|
| 95 |
+
|
| 96 |
+
def execute_manim_code(self, code, quality="low", format_type="gif"):
|
| 97 |
+
"""Execute Manim code and return the generated animation"""
|
| 98 |
+
global MANIM_AVAILABLE
|
| 99 |
+
|
| 100 |
+
# Check if Manim is available, try to install if not
|
| 101 |
+
if not MANIM_AVAILABLE:
|
| 102 |
+
success, message = self.install_manim()
|
| 103 |
+
if not success:
|
| 104 |
+
return None, f"β Manim Installation Error: {message}", ""
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| 105 |
+
MANIM_AVAILABLE = True
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| 106 |
+
|
| 107 |
+
try:
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| 108 |
+
# Validate code
|
| 109 |
+
is_valid, message = self.validate_manim_code(code)
|
| 110 |
+
if not is_valid:
|
| 111 |
+
return None, f"β Validation Error: {message}", ""
|
| 112 |
+
|
| 113 |
+
# Setup directories
|
| 114 |
+
temp_dir = self.setup_directories()
|
| 115 |
+
|
| 116 |
+
# Create Python file
|
| 117 |
+
python_file = os.path.join(temp_dir, "animation.py")
|
| 118 |
+
with open(python_file, "w") as f:
|
| 119 |
+
f.write(code)
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| 120 |
+
|
| 121 |
+
# Extract class name for Manim command
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| 122 |
+
class_name = self.extract_class_name(code)
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| 123 |
+
if not class_name:
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| 124 |
+
self.cleanup_directories()
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| 125 |
+
return None, "β Error: Could not find a valid Scene class in the code", ""
|
| 126 |
+
|
| 127 |
+
# Quality settings
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| 128 |
+
quality_map = {
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| 129 |
+
"low": "-ql",
|
| 130 |
+
"medium": "-qm",
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| 131 |
+
"high": "-qh"
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| 132 |
+
}
|
| 133 |
+
quality_flag = quality_map.get(quality, "-ql")
|
| 134 |
+
|
| 135 |
+
# Format settings
|
| 136 |
+
format_flag = "--format=gif" if format_type == "gif" else ""
|
| 137 |
+
|
| 138 |
+
# Build Manim command
|
| 139 |
+
cmd = [
|
| 140 |
+
sys.executable, "-m", "manim",
|
| 141 |
+
quality_flag,
|
| 142 |
+
python_file,
|
| 143 |
+
class_name
|
| 144 |
+
]
|
| 145 |
+
|
| 146 |
+
if format_flag:
|
| 147 |
+
cmd.append(format_flag)
|
| 148 |
+
|
| 149 |
+
# Set environment variables to help with rendering
|
| 150 |
+
env = os.environ.copy()
|
| 151 |
+
env['MPLBACKEND'] = 'Agg' # Use non-interactive backend
|
| 152 |
+
|
| 153 |
+
# Execute Manim
|
| 154 |
+
result = subprocess.run(
|
| 155 |
+
cmd,
|
| 156 |
+
cwd=temp_dir,
|
| 157 |
+
capture_output=True,
|
| 158 |
+
text=True,
|
| 159 |
+
timeout=120, # 2 minute timeout
|
| 160 |
+
env=env
|
| 161 |
+
)
|
| 162 |
+
|
| 163 |
+
if result.returncode != 0:
|
| 164 |
+
error_msg = f"β Manim execution failed:\n{result.stderr}"
|
| 165 |
+
self.cleanup_directories()
|
| 166 |
+
return None, error_msg, result.stdout
|
| 167 |
+
|
| 168 |
+
# Find generated file
|
| 169 |
+
output_file = self.find_output_file(temp_dir, class_name, format_type)
|
| 170 |
+
if not output_file:
|
| 171 |
+
self.cleanup_directories()
|
| 172 |
+
return None, "β Error: Could not find generated animation file", result.stdout
|
| 173 |
+
|
| 174 |
+
# Copy to a permanent location for Gradio
|
| 175 |
+
permanent_file = f"/tmp/{class_name}_{int(time.time())}.{format_type}"
|
| 176 |
+
shutil.copy2(output_file, permanent_file)
|
| 177 |
+
|
| 178 |
+
success_msg = f"β
Animation generated successfully!\nClass: {class_name}\nQuality: {quality}\nFormat: {format_type}"
|
| 179 |
+
|
| 180 |
+
self.cleanup_directories()
|
| 181 |
+
return permanent_file, success_msg, result.stdout
|
| 182 |
+
|
| 183 |
+
except subprocess.TimeoutExpired:
|
| 184 |
+
self.cleanup_directories()
|
| 185 |
+
return None, "β Error: Animation generation timed out (2 minutes)", ""
|
| 186 |
+
except Exception as e:
|
| 187 |
+
self.cleanup_directories()
|
| 188 |
+
return None, f"β Error: {str(e)}", ""
|
| 189 |
+
|
| 190 |
+
def extract_class_name(self, code):
|
| 191 |
+
"""Extract the first Scene class name from the code"""
|
| 192 |
+
lines = code.split('\n')
|
| 193 |
+
for line in lines:
|
| 194 |
+
if line.strip().startswith('class ') and 'Scene' in line:
|
| 195 |
+
# Extract class name
|
| 196 |
+
class_def = line.strip().split('class ')[1].split('(')[0].strip()
|
| 197 |
+
return class_def
|
| 198 |
+
return None
|
| 199 |
+
|
| 200 |
+
def find_output_file(self, temp_dir, class_name, format_type):
|
| 201 |
+
"""Find the generated output file"""
|
| 202 |
+
# Search recursively for the output file
|
| 203 |
+
for root, dirs, files in os.walk(temp_dir):
|
| 204 |
+
for file in files:
|
| 205 |
+
if file.startswith(class_name) and file.endswith(f".{format_type}"):
|
| 206 |
+
return os.path.join(root, file)
|
| 207 |
+
|
| 208 |
+
return None
|
| 209 |
+
|
| 210 |
+
# Initialize the generator
|
| 211 |
+
generator = ManimAnimationGenerator()
|
| 212 |
+
|
| 213 |
+
# Example Manim codes for users
|
| 214 |
+
example_codes = {
|
| 215 |
+
"Simple Square": '''from manim import *
|
| 216 |
+
|
| 217 |
+
class CreateSquare(Scene):
|
| 218 |
+
def construct(self):
|
| 219 |
+
square = Square()
|
| 220 |
+
square.set_fill(BLUE, opacity=0.5)
|
| 221 |
+
square.set_stroke(WHITE, width=2)
|
| 222 |
+
|
| 223 |
+
self.play(Create(square))
|
| 224 |
+
self.play(square.animate.rotate(PI/4))
|
| 225 |
+
self.wait()''',
|
| 226 |
+
|
| 227 |
+
"Moving Circle": '''from manim import *
|
| 228 |
+
|
| 229 |
+
class MovingCircle(Scene):
|
| 230 |
+
def construct(self):
|
| 231 |
+
circle = Circle()
|
| 232 |
+
circle.set_fill(RED, opacity=0.5)
|
| 233 |
+
|
| 234 |
+
self.play(Create(circle))
|
| 235 |
+
self.play(circle.animate.shift(RIGHT * 2))
|
| 236 |
+
self.play(circle.animate.shift(UP * 2))
|
| 237 |
+
self.play(circle.animate.shift(LEFT * 2))
|
| 238 |
+
self.play(circle.animate.shift(DOWN * 2))
|
| 239 |
+
self.wait()''',
|
| 240 |
+
|
| 241 |
+
"Text Animation": '''from manim import *
|
| 242 |
+
|
| 243 |
+
class TextAnimation(Scene):
|
| 244 |
+
def construct(self):
|
| 245 |
+
text = Text("Hello Manim!", font_size=48)
|
| 246 |
+
text2 = Text("Animated Math!", font_size=48)
|
| 247 |
+
|
| 248 |
+
self.play(Write(text))
|
| 249 |
+
self.wait()
|
| 250 |
+
self.play(Transform(text, text2))
|
| 251 |
+
self.wait()''',
|
| 252 |
+
|
| 253 |
+
"Mathematical Formula": '''from manim import *
|
| 254 |
+
|
| 255 |
+
class MathFormula(Scene):
|
| 256 |
+
def construct(self):
|
| 257 |
+
formula = MathTex(r"\\frac{d}{dx}(x^2) = 2x")
|
| 258 |
+
formula.scale(2)
|
| 259 |
+
|
| 260 |
+
self.play(Write(formula))
|
| 261 |
+
self.wait()
|
| 262 |
+
|
| 263 |
+
formula2 = MathTex(r"\\int_0^1 x^2 dx = \\frac{1}{3}")
|
| 264 |
+
formula2.scale(2)
|
| 265 |
+
|
| 266 |
+
self.play(Transform(formula, formula2))
|
| 267 |
+
self.wait()'''
|
| 268 |
+
}
|
| 269 |
+
|
| 270 |
+
def check_manim_installation():
|
| 271 |
+
"""Check if Manim is properly installed"""
|
| 272 |
+
try:
|
| 273 |
+
result = subprocess.run([
|
| 274 |
+
sys.executable, "-c", "import manim; print('Manim version:', manim.__version__)"
|
| 275 |
+
], capture_output=True, text=True, timeout=10)
|
| 276 |
+
|
| 277 |
+
if result.returncode == 0:
|
| 278 |
+
return True, f"β
Manim is available: {result.stdout.strip()}"
|
| 279 |
+
else:
|
| 280 |
+
return False, f"β Manim import failed: {result.stderr}"
|
| 281 |
+
except Exception as e:
|
| 282 |
+
return False, f"β Error checking Manim: {str(e)}"
|
| 283 |
+
|
| 284 |
+
def generate_animation(code, quality, format_type, progress=gr.Progress()):
|
| 285 |
+
"""Main function to generate animation"""
|
| 286 |
+
progress(0, desc="Starting animation generation...")
|
| 287 |
+
|
| 288 |
+
if not code.strip():
|
| 289 |
+
return None, "β Please enter some Manim code", ""
|
| 290 |
+
|
| 291 |
+
progress(0.2, desc="Checking Manim installation...")
|
| 292 |
+
manim_ok, manim_status = check_manim_installation()
|
| 293 |
+
|
| 294 |
+
progress(0.3, desc="Validating code...")
|
| 295 |
+
result = generator.execute_manim_code(code, quality, format_type)
|
| 296 |
+
|
| 297 |
+
progress(0.7, desc="Generating animation...")
|
| 298 |
+
|
| 299 |
+
if result[0]: # Success
|
| 300 |
+
progress(1.0, desc="Animation generated successfully!")
|
| 301 |
+
return result[0], result[1], result[2]
|
| 302 |
+
else: # Error
|
| 303 |
+
return None, result[1], result[2]
|
| 304 |
+
|
| 305 |
+
def load_example(example_name):
|
| 306 |
+
"""Load example code"""
|
| 307 |
+
return example_codes.get(example_name, "")
|
| 308 |
+
|
| 309 |
+
# Create Gradio interface
|
| 310 |
+
with gr.Blocks(title="Manim Animation Generator", theme=gr.themes.Soft()) as app:
|
| 311 |
+
gr.Markdown("""
|
| 312 |
+
# π¬ Manim Animation Generator
|
| 313 |
+
|
| 314 |
+
Create beautiful mathematical animations using [Manim](https://www.manim.community/)!
|
| 315 |
+
Enter your Python code below and watch it come to life.
|
| 316 |
+
|
| 317 |
+
## π How to use:
|
| 318 |
+
1. Write or select example Manim code
|
| 319 |
+
2. Choose quality and format settings
|
| 320 |
+
3. Click "Generate Animation"
|
| 321 |
+
4. Wait for your animation to render
|
| 322 |
+
|
| 323 |
+
## β οΈ Note:
|
| 324 |
+
This app will automatically install Manim if it's not available. First run may take longer.
|
| 325 |
+
|
| 326 |
+
## π‘ Tips:
|
| 327 |
+
- Your code must include `from manim import *`
|
| 328 |
+
- Create a class that inherits from `Scene`
|
| 329 |
+
- Use the `construct` method to define your animation
|
| 330 |
+
""")
|
| 331 |
+
|
| 332 |
+
# System status
|
| 333 |
+
manim_available, status_msg = check_manim_installation()
|
| 334 |
+
gr.Markdown(f"**System Status:** {status_msg}")
|
| 335 |
+
|
| 336 |
+
with gr.Row():
|
| 337 |
+
with gr.Column(scale=2):
|
| 338 |
+
code_input = gr.Code(
|
| 339 |
+
label="Manim Code",
|
| 340 |
+
language="python",
|
| 341 |
+
lines=20,
|
| 342 |
+
value=example_codes["Simple Square"]
|
| 343 |
+
)
|
| 344 |
+
|
| 345 |
+
with gr.Row():
|
| 346 |
+
quality = gr.Dropdown(
|
| 347 |
+
choices=["low", "medium", "high"],
|
| 348 |
+
value="low",
|
| 349 |
+
label="Quality"
|
| 350 |
+
)
|
| 351 |
+
format_type = gr.Dropdown(
|
| 352 |
+
choices=["gif", "mp4"],
|
| 353 |
+
value="gif",
|
| 354 |
+
label="Format"
|
| 355 |
+
)
|
| 356 |
+
|
| 357 |
+
generate_btn = gr.Button("π¬ Generate Animation", variant="primary", size="lg")
|
| 358 |
+
|
| 359 |
+
gr.Markdown("### π Example Codes:")
|
| 360 |
+
example_dropdown = gr.Dropdown(
|
| 361 |
+
choices=list(example_codes.keys()),
|
| 362 |
+
label="Load Example",
|
| 363 |
+
value="Simple Square"
|
| 364 |
+
)
|
| 365 |
+
load_example_btn = gr.Button("π Load Example")
|
| 366 |
+
|
| 367 |
+
with gr.Column(scale=2):
|
| 368 |
+
output_video = gr.File(label="Generated Animation", file_types=[".gif", ".mp4"])
|
| 369 |
+
status_output = gr.Textbox(label="Status", lines=5, max_lines=10)
|
| 370 |
+
logs_output = gr.Textbox(label="Manim Logs", lines=8, max_lines=15, visible=False)
|
| 371 |
+
|
| 372 |
+
with gr.Row():
|
| 373 |
+
show_logs_btn = gr.Button("Show Logs", size="sm")
|
| 374 |
+
hide_logs_btn = gr.Button("Hide Logs", size="sm")
|
| 375 |
+
|
| 376 |
+
# Event handlers
|
| 377 |
+
generate_btn.click(
|
| 378 |
+
fn=generate_animation,
|
| 379 |
+
inputs=[code_input, quality, format_type],
|
| 380 |
+
outputs=[output_video, status_output, logs_output]
|
| 381 |
+
)
|
| 382 |
+
|
| 383 |
+
load_example_btn.click(
|
| 384 |
+
fn=load_example,
|
| 385 |
+
inputs=[example_dropdown],
|
| 386 |
+
outputs=[code_input]
|
| 387 |
+
)
|
| 388 |
+
|
| 389 |
+
example_dropdown.change(
|
| 390 |
+
fn=load_example,
|
| 391 |
+
inputs=[example_dropdown],
|
| 392 |
+
outputs=[code_input]
|
| 393 |
+
)
|
| 394 |
+
|
| 395 |
+
show_logs_btn.click(
|
| 396 |
+
fn=lambda: gr.update(visible=True),
|
| 397 |
+
outputs=[logs_output]
|
| 398 |
+
)
|
| 399 |
+
|
| 400 |
+
hide_logs_btn.click(
|
| 401 |
+
fn=lambda: gr.update(visible=False),
|
| 402 |
+
outputs=[logs_output]
|
| 403 |
+
)
|
| 404 |
+
|
| 405 |
+
gr.Markdown("""
|
| 406 |
+
## π§ Troubleshooting:
|
| 407 |
+
- **Installation errors**: The app will try to install Manim automatically
|
| 408 |
+
- **Timeout errors**: Try simpler animations or lower quality
|
| 409 |
+
- **Import errors**: Make sure to include `from manim import *`
|
| 410 |
+
- **Class errors**: Your class must inherit from `Scene`
|
| 411 |
+
- **No output**: Check that your `construct` method has animation commands
|
| 412 |
+
|
| 413 |
+
## π― Common Manim Objects:
|
| 414 |
+
- **Shapes**: `Circle()`, `Square()`, `Triangle()`, `Rectangle()`
|
| 415 |
+
- **Text**: `Text("Hello")`, `MathTex(r"x^2")`
|
| 416 |
+
- **Animations**: `Create()`, `Write()`, `Transform()`, `FadeIn()`, `FadeOut()`
|
| 417 |
+
- **Colors**: `RED`, `BLUE`, `GREEN`, `YELLOW`, `WHITE`, `BLACK`
|
| 418 |
+
|
| 419 |
+
---
|
| 420 |
+
Made with β€οΈ using [Manim](https://www.manim.community/) and [Gradio](https://gradio.app/)
|
| 421 |
+
""")
|
| 422 |
+
|
| 423 |
+
if __name__ == "__main__":
|
| 424 |
+
app.launch(debug=True, share=True)
|
packages.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
libcairo2-dev
|
| 2 |
+
libpango1.0-dev
|
| 3 |
+
libgirepository1.0-dev
|
| 4 |
+
pkg-config
|
| 5 |
+
build-essential
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.0.0
|
| 2 |
+
manim
|
| 3 |
+
numpy
|
| 4 |
+
matplotlib
|
| 5 |
+
Pillow
|