Spaces:
Sleeping
Sleeping
raksa-the-wildcats
commited on
Commit
Β·
ff6940c
1
Parent(s):
e49fe19
First Commit
Browse files- app.py +317 -0
- requirements.txt +7 -0
app.py
ADDED
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| 1 |
+
import gradio as gr
|
| 2 |
+
import tempfile
|
| 3 |
+
import os
|
| 4 |
+
import subprocess
|
| 5 |
+
import json
|
| 6 |
+
import traceback
|
| 7 |
+
import shutil
|
| 8 |
+
from pathlib import Path
|
| 9 |
+
import time
|
| 10 |
+
import threading
|
| 11 |
+
import queue
|
| 12 |
+
|
| 13 |
+
class ManimMCPServer:
|
| 14 |
+
def __init__(self):
|
| 15 |
+
self.temp_dir = tempfile.mkdtemp()
|
| 16 |
+
self.max_execution_time = 60 # 60 seconds timeout
|
| 17 |
+
|
| 18 |
+
def validate_manim_code(self, code):
|
| 19 |
+
""" Basic validation of Manim code """
|
| 20 |
+
dangerous_imports = [
|
| 21 |
+
'subprocess', 'os.system', 'eval', 'exec', 'open',
|
| 22 |
+
'__import__', 'compile', 'globals', 'locals'
|
| 23 |
+
]
|
| 24 |
+
|
| 25 |
+
for dangerous in dangerous_imports:
|
| 26 |
+
if dangerous in code:
|
| 27 |
+
return False, f"Dangerous operation detected: {dangerous}"
|
| 28 |
+
|
| 29 |
+
# Check if it's a valid Python-like structure
|
| 30 |
+
if 'from manim import *' not in code and 'import manim' not in code:
|
| 31 |
+
return False, "Code must import manim"
|
| 32 |
+
|
| 33 |
+
if 'class' not in code or 'Scene' not in code:
|
| 34 |
+
return False, "Code must contain a Scene class"
|
| 35 |
+
|
| 36 |
+
return True, "Valid"
|
| 37 |
+
|
| 38 |
+
def execute_with_timeout(self, cmd, timeout):
|
| 39 |
+
""" Execute command with timeout """
|
| 40 |
+
result_queue = queue.Queue()
|
| 41 |
+
|
| 42 |
+
def run_command():
|
| 43 |
+
try:
|
| 44 |
+
result = subprocess.run(
|
| 45 |
+
cmd,
|
| 46 |
+
shell=True,
|
| 47 |
+
capture_output=True,
|
| 48 |
+
text=True,
|
| 49 |
+
cwd=self.temp_dir
|
| 50 |
+
)
|
| 51 |
+
result_queue.put(('success', result))
|
| 52 |
+
except Exception as e:
|
| 53 |
+
result_queue.put(('error', str(e)))
|
| 54 |
+
|
| 55 |
+
thread = threading.Thread(target=run_command)
|
| 56 |
+
thread.daemon = True
|
| 57 |
+
thread.start()
|
| 58 |
+
thread.join(timeout)
|
| 59 |
+
|
| 60 |
+
if thread.is_alive():
|
| 61 |
+
return False, "Execution timed out"
|
| 62 |
+
|
| 63 |
+
if result_queue.empty():
|
| 64 |
+
return False, "Execution failed"
|
| 65 |
+
|
| 66 |
+
status, result = result_queue.get()
|
| 67 |
+
if status == 'error':
|
| 68 |
+
return False, result
|
| 69 |
+
|
| 70 |
+
return True, result
|
| 71 |
+
|
| 72 |
+
def render_manim_animation(self, code, scene_name=None, quality="medium_quality"):
|
| 73 |
+
""" Render Manim animation and return video path """
|
| 74 |
+
try:
|
| 75 |
+
# Validate code
|
| 76 |
+
is_valid, message = self.validate_manim_code(code)
|
| 77 |
+
if not is_valid:
|
| 78 |
+
return None, f"Code validation failed: {message}"
|
| 79 |
+
|
| 80 |
+
# Create temporary Python file
|
| 81 |
+
script_path = os.path.join(self.temp_dir, "animation.py")
|
| 82 |
+
with open(script_path, 'w') as f:
|
| 83 |
+
f.write(code)
|
| 84 |
+
|
| 85 |
+
# Auto-detect scene name if not provided
|
| 86 |
+
if not scene_name:
|
| 87 |
+
lines = code.split('\n')
|
| 88 |
+
for line in lines:
|
| 89 |
+
if line.strip().startswith('class ') and 'Scene' in line:
|
| 90 |
+
scene_name = line.split('class ')[1].split('(')[0].strip()
|
| 91 |
+
break
|
| 92 |
+
|
| 93 |
+
if not scene_name:
|
| 94 |
+
return None, "Could not detect scene name. Please specify scene_name parameter."
|
| 95 |
+
|
| 96 |
+
# Quality settings
|
| 97 |
+
quality_map = {
|
| 98 |
+
"low_quality": "-ql",
|
| 99 |
+
"medium_quality": "-qm",
|
| 100 |
+
"high_quality": "-qh",
|
| 101 |
+
"production_quality": "-qp"
|
| 102 |
+
}
|
| 103 |
+
|
| 104 |
+
quality_flag = quality_map.get(quality, "-qm")
|
| 105 |
+
|
| 106 |
+
# Render animation
|
| 107 |
+
cmd = f"manim {quality_flag} animation.py {scene_name}"
|
| 108 |
+
|
| 109 |
+
success, result = self.execute_with_timeout(cmd, self.max_execution_time)
|
| 110 |
+
|
| 111 |
+
if not success:
|
| 112 |
+
return None, f"Rendering failed: {result}"
|
| 113 |
+
|
| 114 |
+
if result.returncode != 0:
|
| 115 |
+
return None, f"Manim execution failed:\nSTDOUT: {result.stdout}\nSTDERR: {result.stderr}"
|
| 116 |
+
|
| 117 |
+
# Find generated video file
|
| 118 |
+
media_dir = os.path.join(self.temp_dir, "media", "videos", "animation")
|
| 119 |
+
|
| 120 |
+
if not os.path.exists(media_dir):
|
| 121 |
+
return None, "No output directory found. Animation may not have been generated."
|
| 122 |
+
|
| 123 |
+
# Look for MP4 files
|
| 124 |
+
video_files = []
|
| 125 |
+
for root, dirs, files in os.walk(media_dir):
|
| 126 |
+
for file in files:
|
| 127 |
+
if file.endswith('.mp4'):
|
| 128 |
+
video_files.append(os.path.join(root, file))
|
| 129 |
+
|
| 130 |
+
if not video_files:
|
| 131 |
+
return None, "No MP4 files generated. Check your scene code."
|
| 132 |
+
|
| 133 |
+
# Return the most recent video file
|
| 134 |
+
latest_video = max(video_files, key=os.path.getctime)
|
| 135 |
+
return latest_video, "Animation rendered successfully!"
|
| 136 |
+
|
| 137 |
+
except Exception as e:
|
| 138 |
+
return None, f"Unexpected error: {str(e)}\n{traceback.format_exc()}"
|
| 139 |
+
|
| 140 |
+
def cleanup(self):
|
| 141 |
+
"""Clean up temporary files"""
|
| 142 |
+
try:
|
| 143 |
+
shutil.rmtree(self.temp_dir)
|
| 144 |
+
except:
|
| 145 |
+
pass
|
| 146 |
+
|
| 147 |
+
# Initialize the server
|
| 148 |
+
mcp_server = ManimMCPServer()
|
| 149 |
+
|
| 150 |
+
# Example Manim scripts
|
| 151 |
+
EXAMPLE_SCRIPTS = {
|
| 152 |
+
"Hello World": '''from manim import *
|
| 153 |
+
|
| 154 |
+
class HelloWorld(Scene):
|
| 155 |
+
def construct(self):
|
| 156 |
+
text = Text("Hello, World!", font_size=72)
|
| 157 |
+
text.set_color(BLUE)
|
| 158 |
+
self.play(Write(text))
|
| 159 |
+
self.wait(2)
|
| 160 |
+
self.play(FadeOut(text))''',
|
| 161 |
+
|
| 162 |
+
"Simple Animation": '''from manim import *
|
| 163 |
+
|
| 164 |
+
class SimpleAnimation(Scene):
|
| 165 |
+
def construct(self):
|
| 166 |
+
circle = Circle()
|
| 167 |
+
circle.set_fill(PINK, opacity=0.5)
|
| 168 |
+
|
| 169 |
+
square = Square()
|
| 170 |
+
square.set_fill(BLUE, opacity=0.5)
|
| 171 |
+
|
| 172 |
+
self.play(Create(circle))
|
| 173 |
+
self.play(Transform(circle, square))
|
| 174 |
+
self.play(Rotate(square, PI/2))
|
| 175 |
+
self.wait()''',
|
| 176 |
+
|
| 177 |
+
"Mathematical Formula": '''from manim import *
|
| 178 |
+
|
| 179 |
+
class MathFormula(Scene):
|
| 180 |
+
def construct(self):
|
| 181 |
+
formula = MathTex(r"\\frac{d}{dx}\\left(\\frac{1}{x}\\right) = -\\frac{1}{x^2}")
|
| 182 |
+
formula.scale(2)
|
| 183 |
+
formula.set_color(YELLOW)
|
| 184 |
+
|
| 185 |
+
self.play(Write(formula))
|
| 186 |
+
self.wait(2)
|
| 187 |
+
|
| 188 |
+
box = SurroundingRectangle(formula, color=WHITE)
|
| 189 |
+
self.play(Create(box))
|
| 190 |
+
self.wait()'''
|
| 191 |
+
}
|
| 192 |
+
|
| 193 |
+
def render_animation(code, scene_name, quality):
|
| 194 |
+
""" Gradio interface function """
|
| 195 |
+
if not code.strip():
|
| 196 |
+
return None, "Please provide Manim code"
|
| 197 |
+
|
| 198 |
+
try:
|
| 199 |
+
video_path, message = mcp_server.render_manim_animation(code, scene_name, quality)
|
| 200 |
+
|
| 201 |
+
if video_path:
|
| 202 |
+
return video_path, f"β
{message}"
|
| 203 |
+
else:
|
| 204 |
+
return None, f"β {message}"
|
| 205 |
+
|
| 206 |
+
except Exception as e:
|
| 207 |
+
return None, f"β Error: {str(e)}"
|
| 208 |
+
|
| 209 |
+
def load_example(example_name):
|
| 210 |
+
""" Load example script """
|
| 211 |
+
return EXAMPLE_SCRIPTS.get(example_name, "")
|
| 212 |
+
|
| 213 |
+
def clear_all():
|
| 214 |
+
"""Clear all fields"""
|
| 215 |
+
return "", "", None, ""
|
| 216 |
+
|
| 217 |
+
# Create Gradio interface
|
| 218 |
+
with gr.Blocks(title="Manim MCP Server", theme=gr.themes.Soft()) as demo:
|
| 219 |
+
gr.Markdown("""
|
| 220 |
+
# π¬ Manim MCP Server
|
| 221 |
+
|
| 222 |
+
A Gradio-based MCP-like server for rendering Manim Community Edition animations.
|
| 223 |
+
Write your Manim code, specify the scene name, and get an MP4 video output!
|
| 224 |
+
|
| 225 |
+
## How to use:
|
| 226 |
+
1. Write or select a Manim script
|
| 227 |
+
2. Specify the scene class name
|
| 228 |
+
3. Choose quality settings
|
| 229 |
+
4. Click "Render Animation"
|
| 230 |
+
""")
|
| 231 |
+
|
| 232 |
+
with gr.Row():
|
| 233 |
+
with gr.Column(scale=2):
|
| 234 |
+
gr.Markdown("### π Manim Code")
|
| 235 |
+
|
| 236 |
+
with gr.Row():
|
| 237 |
+
example_dropdown = gr.Dropdown(
|
| 238 |
+
choices=list(EXAMPLE_SCRIPTS.keys()),
|
| 239 |
+
label="Load Example",
|
| 240 |
+
value=None
|
| 241 |
+
)
|
| 242 |
+
clear_btn = gr.Button("Clear All", size="sm")
|
| 243 |
+
|
| 244 |
+
code_input = gr.Code(
|
| 245 |
+
label="Manim Script",
|
| 246 |
+
language="python",
|
| 247 |
+
lines=20,
|
| 248 |
+
value=EXAMPLE_SCRIPTS["Hello World"]
|
| 249 |
+
)
|
| 250 |
+
|
| 251 |
+
with gr.Row():
|
| 252 |
+
scene_name_input = gr.Textbox(
|
| 253 |
+
label="Scene Class Name",
|
| 254 |
+
placeholder="e.g., HelloWorld",
|
| 255 |
+
value="HelloWorld"
|
| 256 |
+
)
|
| 257 |
+
quality_input = gr.Dropdown(
|
| 258 |
+
choices=["low_quality", "medium_quality", "high_quality", "production_quality"],
|
| 259 |
+
label="Quality",
|
| 260 |
+
value="medium_quality"
|
| 261 |
+
)
|
| 262 |
+
|
| 263 |
+
render_btn = gr.Button("π¬ Render Animation", variant="primary", size="lg")
|
| 264 |
+
|
| 265 |
+
with gr.Column(scale=1):
|
| 266 |
+
gr.Markdown("### π₯ Output")
|
| 267 |
+
|
| 268 |
+
status_output = gr.Textbox(
|
| 269 |
+
label="Status",
|
| 270 |
+
lines=3,
|
| 271 |
+
interactive=False
|
| 272 |
+
)
|
| 273 |
+
|
| 274 |
+
video_output = gr.Video(
|
| 275 |
+
label="Generated Animation",
|
| 276 |
+
height=400
|
| 277 |
+
)
|
| 278 |
+
|
| 279 |
+
gr.Markdown("""
|
| 280 |
+
### π Tips:
|
| 281 |
+
- Make sure your scene class inherits from `Scene`
|
| 282 |
+
- Import manim with `from manim import *`
|
| 283 |
+
- Use `self.play()` to animate objects
|
| 284 |
+
- End with `self.wait()` for a pause
|
| 285 |
+
- Keep animations short to avoid timeouts
|
| 286 |
+
|
| 287 |
+
### β οΈ Limitations:
|
| 288 |
+
- 60-second execution timeout
|
| 289 |
+
- No dangerous operations allowed
|
| 290 |
+
- Medium quality by default to save processing time
|
| 291 |
+
""")
|
| 292 |
+
|
| 293 |
+
# Event handlers
|
| 294 |
+
example_dropdown.change(
|
| 295 |
+
fn=load_example,
|
| 296 |
+
inputs=[example_dropdown],
|
| 297 |
+
outputs=[code_input]
|
| 298 |
+
)
|
| 299 |
+
|
| 300 |
+
clear_btn.click(
|
| 301 |
+
fn=clear_all,
|
| 302 |
+
outputs=[code_input, scene_name_input, video_output, status_output]
|
| 303 |
+
)
|
| 304 |
+
|
| 305 |
+
render_btn.click(
|
| 306 |
+
fn=render_animation,
|
| 307 |
+
inputs=[code_input, scene_name_input, quality_input],
|
| 308 |
+
outputs=[video_output, status_output]
|
| 309 |
+
)
|
| 310 |
+
|
| 311 |
+
# Launch the app
|
| 312 |
+
if __name__ == "__main__":
|
| 313 |
+
demo.launch(
|
| 314 |
+
server_name="0.0.0.0",
|
| 315 |
+
server_port=7860,
|
| 316 |
+
share=True
|
| 317 |
+
)
|
requirements.txt
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.0.0
|
| 2 |
+
manim>=0.18.0
|
| 3 |
+
numpy
|
| 4 |
+
scipy
|
| 5 |
+
matplotlib
|
| 6 |
+
pillow
|
| 7 |
+
ffmpeg-python
|