import gradio as gr import subprocess import os import spaces import glob from pathlib import Path class InfinigenManager: def __init__(self, base_dir="infinigen", output_dir="outputs"): self.base_dir = Path(base_dir) self.output_dir = Path(output_dir) self.blender_bin = None self.blender_python = None self._setup_blender() self._setup_infinigen() def _setup_blender(self): """Stellt sicher, dass die neueste Blender-Version installiert ist.""" try: # Prüfe vorhandene Blender-Version blender_bins = glob.glob("/usr/bin/blender") if blender_bins: self.blender_bin = blender_bins[0] version_result = subprocess.run([self.blender_bin, "-v"], capture_output=True, text=True) blender_version = next((line.split()[1] for line in version_result.stdout.split("\n") if "Blender" in line and "." in line), None) print(f"Vorhandene Blender-Version: {blender_version or 'unbekannt'}") else: raise FileNotFoundError("Blender nicht vorhanden") # Finde Blender-Python base_path = "/usr/share/blender" python_patterns = [ f"{base_path}/{blender_version}/python/bin/python*", f"{base_path}/*/python/bin/python*", "/usr/lib/blender/*/python/bin/python*" ] for pattern in python_patterns: python_bins = glob.glob(pattern, recursive=True) if python_bins: self.blender_python = python_bins[0] print(f"Blender Python gefunden: {self.blender_python}") return raise RuntimeError("Blender Python-Interpreter nicht gefunden!") except Exception as e: print(f"Fehler bei Blender-Setup: {e}") raise def _setup_infinigen(self): """Installiert Infinigen, falls nicht vorhanden.""" if not self.base_dir.exists(): print("Klone Infinigen...") subprocess.run(["git", "clone", "https://github.com/princeton-vl/infinigen.git"], check=True) if not self._is_infinigen_installed(): print("Installiere Infinigen...") subprocess.run([ self.blender_python, "-m", "pip", "install", "-e", str(self.base_dir) + "[terrain,vis]", "--no-deps", "--user" ], check=True) print("Infinigen installiert.") def _is_infinigen_installed(self): """Prüft, ob Infinigen bereits installiert ist.""" try: subprocess.run([self.blender_python, "-c", "import infinigen"], check=True, capture_output=True) return True except subprocess.CalledProcessError: return False @spaces.GPU def generate_scene(self, seed, configs=None, pipeline_configs=None): """Generiert eine Szene mit Infinigen.""" self.output_dir.mkdir(exist_ok=True) configs = configs or ["infinigen_examples/configs/desert.gin", "infinigen_examples/configs/simple.gin"] pipeline_configs = pipeline_configs or [ "infinigen_examples/configs/local_16GB.gin", "infinigen_examples/configs/monocular.gin", "infinigen_examples/configs/blender_gt.gin" ] command = [ self.blender_python, "-m", "infinigen.datagen.manage_jobs", "--output_folder", str(self.output_dir), "--num_scenes", "1", "--specific_seed", str(int(seed)) ] + ["--configs"] + configs + ["--pipeline_configs"] + pipeline_configs try: result = subprocess.run(command, capture_output=True, text=True, check=True) print(f"STDOUT: {result.stdout}") print(f"STDERR: {result.stderr}") output_path = self.output_dir / "0000000000.png" return str(output_path) if output_path.exists() else f"Fehler: Bild nicht gefunden. STDERR: {result.stderr}" except subprocess.CalledProcessError as e: return f"Fehler: {e.stderr}" # Manager initialisieren try: manager = InfinigenManager() except Exception as e: print(f"Fehler bei der Initialisierung: {e}") # Gradio-Oberfläche with gr.Blocks(title="Infinigen Demo") as demo: gr.Markdown("## Infinigen Scene Generator") seed_input = gr.Number(label="Seed", value=0, precision=0) output_image = gr.Image(label="Generierte Szene") generate_button = gr.Button("Szene generieren") generate_button.click(fn=manager.generate_scene, inputs=[seed_input], outputs=[output_image]) demo.launch()