Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -23,7 +23,7 @@ BLENDER_EXEC_SYMLINK = "/usr/local/bin/blender" # Fallback symlink
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SETUP_SCRIPT = os.path.join(os.path.dirname(__file__), "setup_blender.sh")
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-
# --- Initial Checks
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print("--- Environment Checks ---")
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blender_executable_to_use = None # Use the main blender executable
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if os.path.exists(BLENDER_EXEC):
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@@ -36,12 +36,13 @@ else:
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print(f"Blender executable not found at {BLENDER_EXEC} or {BLENDER_EXEC_SYMLINK}. Running setup script...")
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if os.path.exists(SETUP_SCRIPT):
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try:
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-
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print("Setup script executed successfully.")
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print(f"Setup STDOUT:\n{setup_result.stdout}")
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if setup_result.stderr: print(f"Setup STDERR:\n{setup_result.stderr}")
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# Re-check for executable
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if os.path.exists(BLENDER_EXEC):
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blender_executable_to_use = BLENDER_EXEC
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print(f"Blender executable now found at: {BLENDER_EXEC}")
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@@ -50,21 +51,30 @@ else:
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print(f"Blender executable now found via symlink: {BLENDER_EXEC_SYMLINK}")
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if not blender_executable_to_use:
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raise RuntimeError(f"Setup script ran but Blender executable still not found at {BLENDER_EXEC} or {BLENDER_EXEC_SYMLINK}.")
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except subprocess.CalledProcessError as e:
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print(f"ERROR running setup script: {SETUP_SCRIPT}\nStderr: {e.stderr}")
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raise gr.Error(f"Failed to execute setup script. Check logs. Stderr: {e.stderr[-500:]}")
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except Exception as e:
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raise gr.Error(f"Unexpected error running setup script '{SETUP_SCRIPT}': {e}")
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else:
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raise gr.Error(f"Blender executable not found and setup script missing: {SETUP_SCRIPT}")
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# Verify bpy import using the found Blender executable
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bpy_import_ok = False
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if blender_executable_to_use:
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try:
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test_script_content = "import bpy; print('bpy imported successfully')"
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test_result = subprocess.run(
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[blender_executable_to_use, "--background", "--python-expr", test_script_content],
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capture_output=True, text=True, check=True, timeout=30 # Add timeout
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@@ -73,46 +83,55 @@ if blender_executable_to_use:
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print("Successfully imported 'bpy' using Blender executable.")
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bpy_import_ok = True
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else:
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print(f"WARNING: 'bpy' import test via Blender returned unexpected output:\nSTDOUT:{test_result.stdout}\nSTDERR:{test_result.stderr}")
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except subprocess.TimeoutExpired:
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print("WARNING: 'bpy' import test via Blender timed out.")
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except subprocess.CalledProcessError as e:
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print(f"WARNING: Failed to import 'bpy' using Blender executable:\nSTDOUT:{e.stdout}\nSTDERR:{e.stderr}")
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except Exception as e:
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print(f"WARNING: Unexpected error during 'bpy' import test: {e}")
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else:
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print("WARNING: Cannot test bpy import as Blender executable was not found.")
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# Check for UniRig repository
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if not os.path.isdir(UNIRIG_REPO_DIR):
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raise gr.Error(f"UniRig repository missing at: {UNIRIG_REPO_DIR}. Ensure it's cloned correctly.")
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else:
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print(f"UniRig repository found at: {UNIRIG_REPO_DIR}")
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-
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-
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if not os.path.exists(UNIRIG_RUN_PY):
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raise gr.Error(f"UniRig's run.py not found at {UNIRIG_RUN_PY}. Check UniRig clone.")
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# Check PyTorch and CUDA for Gradio environment
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DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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print(f"Gradio environment using device: {DEVICE}")
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if DEVICE.type == 'cuda':
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try:
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print(f"Gradio CUDA Device Name: {torch.cuda.get_device_name(0)}")
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# Note: torch.version.cuda might show the version PyTorch was *built* with,
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# not necessarily the runtime driver version. Check nvidia-smi in Space terminal if needed.
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print(f"Gradio PyTorch CUDA Built Version: {torch.version.cuda}")
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except Exception as e:
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print(f"Could not get CUDA device details: {e}")
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else:
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print("Warning: Gradio environment CUDA not available.")
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print("--- End Environment Checks ---")
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-
# --- Helper Functions
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def patch_asset_py():
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"""Temporary patch to fix type hinting error in UniRig's asset.py"""
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asset_py_path = os.path.join(UNIRIG_REPO_DIR, "src", "data", "asset.py")
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@@ -122,9 +141,8 @@ def patch_asset_py():
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return
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with open(asset_py_path, "r") as f: content = f.read()
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# Adjust problematic/corrected lines if UniRig code changes
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problematic_line = "meta: Union[Dict[str, ...], None]=None"
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corrected_line = "meta: Union[Dict[str, Any], None]=None"
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typing_import = "from typing import Any"
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if corrected_line in content:
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@@ -134,15 +152,11 @@ def patch_asset_py():
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print("Applying patch to asset.py...")
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content = content.replace(problematic_line, corrected_line)
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# Ensure 'Any' is imported
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if typing_import not in content:
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if "from typing import" in content:
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# Add 'Any' to an existing import line
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content = content.replace("from typing import", f"{typing_import}\nfrom typing import", 1)
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else:
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# Add the import line at the top
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content = f"{typing_import}\n{content}"
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with open(asset_py_path, "w") as f: f.write(content)
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print("Successfully patched asset.py")
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@@ -153,13 +167,13 @@ def patch_asset_py():
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# Decorator for ZeroGPU if needed
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@spaces.GPU
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-
def run_unirig_command(
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"""
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Runs a specific UniRig PYTHON script (.py) using the Blender executable
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in background mode (`blender --background --python script.py -- args`).
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Args:
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-
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script_args: A list of command-line arguments FOR THE PYTHON SCRIPT.
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step_name: Name of the step for logging.
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"""
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@@ -169,9 +183,9 @@ def run_unirig_command(unirig_run_script_path: str, script_args: List[str], step
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# --- Environment Setup for Subprocess ---
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process_env = os.environ.copy()
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#
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-
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pythonpath_parts = [UNIRIG_REPO_DIR]
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existing_pythonpath = process_env.get('PYTHONPATH', '')
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if existing_pythonpath:
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pythonpath_parts.append(existing_pythonpath)
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@@ -180,76 +194,24 @@ def run_unirig_command(unirig_run_script_path: str, script_args: List[str], step
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# LD_LIBRARY_PATH: Inherit system path (for CUDA) and add Blender's libraries.
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blender_main_lib_path = os.path.join(BLENDER_INSTALL_DIR, "lib")
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blender_python_lib_path = os.path.join(BLENDER_PYTHON_DIR, "lib")
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ld_path_parts = []
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# Add Blender's libs first so they are preferred if needed
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if os.path.exists(blender_main_lib_path): ld_path_parts.append(blender_main_lib_path)
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if os.path.exists(blender_python_lib_path): ld_path_parts.append(blender_python_lib_path)
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# Inherit existing LD_LIBRARY_PATH (should include CUDA from ZeroGPU)
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existing_ld_path = process_env.get('LD_LIBRARY_PATH', '')
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if existing_ld_path: ld_path_parts.append(existing_ld_path)
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-
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if ld_path_parts:
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process_env["LD_LIBRARY_PATH"] = os.pathsep.join(filter(None, ld_path_parts))
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print(f"Subprocess LD_LIBRARY_PATH: {process_env.get('LD_LIBRARY_PATH', 'Not set')}")
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# --- Test Import of 'src' module ---
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# *** FIX: Use '--python-expr' which is equivalent to '--python -c' but safer with args ***
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test_cmd = [
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blender_executable_to_use,
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"--background",
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"--python-expr", "import src; print('src module imported successfully')" # Use --python-expr
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]
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print(f"Running test import command: {' '.join(test_cmd)}")
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try:
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test_result = subprocess.run(
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test_cmd,
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cwd=UNIRIG_REPO_DIR, # Run test from UniRig root
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capture_output=True,
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text=True,
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check=True, # Raise error on non-zero exit
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env=process_env,
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timeout=30
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)
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if "src module imported successfully" not in test_result.stdout:
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print(f"Test import of 'src' did not produce expected output.")
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print(f"Test STDOUT: {test_result.stdout}")
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print(f"Test STDERR: {test_result.stderr}")
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# Don't raise here, maybe it prints elsewhere, but log warning
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print("WARNING: Unexpected output from 'src' import test. Proceeding with main command.")
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else:
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print("Test import of 'src' succeeded.")
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-
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-
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raise gr.Error("Failed to verify 'src' module import within Blender environment (timeout). Check setup.")
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except subprocess.CalledProcessError as e:
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print(f"Test import of 'src' failed with return code {e.returncode}")
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print(f"Test Command: {' '.join(e.cmd)}")
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print(f"Test CWD: {UNIRIG_REPO_DIR}")
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print(f"Test STDOUT: {e.stdout}")
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print(f"Test STDERR: {e.stderr}")
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# Check common errors
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if "ModuleNotFoundError: No module named 'src'" in e.stderr:
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error_msg = "Failed to import 'src' module in Blender environment. Check PYTHONPATH and that UniRig repo structure is correct."
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elif "could not get a list of mounted file-systems" in e.stderr:
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error_msg = "Blender environment issue ('could not get mounted file-systems'). Check Space permissions or Blender compatibility."
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else:
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error_msg = f"Failed to import 'src' module in Blender environment. Error: {e.stderr[:500]}"
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raise gr.Error(error_msg)
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except Exception as e_test:
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print(f"Unexpected error during test import: {e_test}")
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raise gr.Error(f"Unexpected error during 'src' import test: {str(e_test)[:500]}")
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-
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# --- Execute Main UniRig Command ---
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# Command structure: blender --background --python script.py -- script_arg1 script_arg2 ...
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# Note: UniRig's run.py uses Hydra, which parses args differently. It doesn't need '--'.
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# The arguments are passed directly after the script name.
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cmd = [
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blender_executable_to_use,
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"--background",
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"--python",
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] + script_args
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print(f"\n--- Running UniRig Step: {step_name} ---")
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try:
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# Execute Blender with the Python script.
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#
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result = subprocess.run(
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cmd,
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cwd=UNIRIG_REPO_DIR, # CWD is set to UniRig repo root
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@@ -265,18 +227,15 @@ def run_unirig_command(unirig_run_script_path: str, script_args: List[str], step
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text=True,
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check=True, # Raises CalledProcessError on non-zero exit codes
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env=process_env, # Pass the modified environment
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timeout=1800 # 30 minutes timeout
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)
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print(f"{step_name} STDOUT:\n{result.stdout}")
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# Blender often prints info/warnings to stderr even on success
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if result.stderr:
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print(f"{step_name} STDERR (Info/Warnings):\n{result.stderr}")
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#
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-
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-
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print(f"WARNING: Potential Blender error message found in STDERR for {step_name} despite success exit code.")
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# Add other specific Blender error checks if needed
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except subprocess.TimeoutExpired:
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print(f"ERROR: {step_name} timed out after 30 minutes.")
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@@ -291,21 +250,21 @@ def run_unirig_command(unirig_run_script_path: str, script_args: List[str], step
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last_lines = "\n".join(error_summary[-15:]) if error_summary else "No stderr output."
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specific_error = "Unknown error."
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#
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if "ModuleNotFoundError: No module named '
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specific_error = "The 'bpy' module could not be imported by the script. Check installation in Blender's Python (via setup_blender.sh)."
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elif "ModuleNotFoundError: No module named 'flash_attn'" in e.stderr:
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specific_error = "The 'flash_attn' module is missing or failed to import. It might have failed during installation. Check setup_blender.sh logs."
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elif "ModuleNotFoundError: No module named 'src'" in e.stderr:
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specific_error = "UniRig script failed to import its own 'src' module. Check PYTHONPATH and CWD for the subprocess."
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elif "ModuleNotFoundError" in e.stderr or "ImportError" in e.stderr:
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specific_error = f"An import error occurred. Check library installations. Details: {last_lines}"
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elif "OutOfMemoryError" in e.stderr or "CUDA out of memory" in e.stderr:
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specific_error = "CUDA out of memory. Try a smaller model or a Space with more GPU RAM."
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elif "hydra.errors.ConfigCompositionException" in e.stderr:
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specific_error = f"Hydra configuration error. Check the arguments passed to run.py: {script_args}. Details: {last_lines}"
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elif "Error: Cannot read file" in e.stderr:
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specific_error = f"Blender could not read an input file. Check paths: {last_lines}"
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elif "Error:" in e.stderr: # Generic Blender error
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specific_error = f"Blender reported an error. Details: {last_lines}"
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else:
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@@ -313,11 +272,8 @@ def run_unirig_command(unirig_run_script_path: str, script_args: List[str], step
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raise gr.Error(f"Error in UniRig '{step_name}'. {specific_error}")
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except FileNotFoundError:
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print(f"ERROR: Could not find Blender executable '{blender_executable_to_use}' or script '{unirig_run_script_path}' for {step_name}.")
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print(f"Attempted command: {' '.join(cmd)}")
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raise gr.Error(f"Setup error for UniRig '{step_name}'. Blender or Python script not found.")
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-
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except Exception as e_general:
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print(f"An unexpected Python exception occurred in run_unirig_command for {step_name}: {e_general}")
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import traceback
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@@ -331,30 +287,32 @@ def run_unirig_command(unirig_run_script_path: str, script_args: List[str], step
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def rig_glb_mesh_multistep(input_glb_file_obj):
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"""
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Main Gradio function to rig a GLB mesh using UniRig's multi-step process.
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Orchestrates calls to run_unirig_command for each step, executing run.py via Blender's Python.
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"""
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#
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if not blender_executable_to_use:
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-
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-
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-
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gr.Info("System setup might still be in progress (bpy import test failed). Please wait or check logs.")
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return None
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try:
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-
patch_asset_py() #
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except Exception as e:
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print(f"Ignoring patch error: {e}")
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# --- Input Validation ---
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if input_glb_file_obj is None:
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gr.
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return None
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input_glb_path = input_glb_file_obj
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print(f"Input GLB path received: {input_glb_path}")
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if not os.path.exists(input_glb_path):
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-
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# --- Setup Temporary Directory ---
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processing_temp_dir = tempfile.mkdtemp(prefix="unirig_processing_")
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@@ -363,34 +321,99 @@ def rig_glb_mesh_multistep(input_glb_file_obj):
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try:
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# --- Define File Paths ---
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base_name = os.path.splitext(os.path.basename(input_glb_path))[0]
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-
# Ensure paths are absolute for the subprocess
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abs_input_glb_path = os.path.abspath(input_glb_path)
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abs_skeleton_output_path = os.path.join(processing_temp_dir, f"{base_name}_skeleton.fbx")
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abs_skin_output_path = os.path.join(processing_temp_dir, f"{base_name}_skin.fbx")
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abs_final_rigged_glb_path = os.path.join(processing_temp_dir, f"{base_name}_rigged_final.glb")
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unirig_script_to_run = UNIRIG_RUN_PY
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# --- Determine Device for UniRig ---
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# Use CUDA if available in the Gradio env, otherwise CPU. Pass explicitly.
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unirig_device_arg = "device=cpu"
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if DEVICE.type == 'cuda':
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# UniRig examples often use cuda:0 explicitly for Hydra config
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unirig_device_arg = "device=cuda:0"
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print(f"UniRig steps will attempt to use device argument: {unirig_device_arg}")
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-
# --- Execute UniRig Steps
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# UniRig uses Hydra (run.py --config-name=X with key=value ...)
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-
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# Step 1: Skeleton Prediction
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print("\nStarting Step 1: Predicting Skeleton...")
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skeleton_args = [
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"--config-name
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f"input={abs_input_glb_path}",
|
390 |
f"output={abs_skeleton_output_path}",
|
391 |
unirig_device_arg
|
392 |
-
# Add other optional args from generate_skeleton.sh if needed, e.g.:
|
393 |
-
# "seed=42", "verbose=True"
|
394 |
]
|
395 |
run_unirig_command(unirig_script_to_run, skeleton_args, "Skeleton Prediction")
|
396 |
if not os.path.exists(abs_skeleton_output_path):
|
@@ -400,12 +423,11 @@ def rig_glb_mesh_multistep(input_glb_file_obj):
|
|
400 |
# Step 2: Skinning Weight Prediction
|
401 |
print("\nStarting Step 2: Predicting Skinning Weights...")
|
402 |
skin_args = [
|
403 |
-
"--config-name
|
404 |
-
|
|
|
405 |
f"output={abs_skin_output_path}",
|
406 |
unirig_device_arg
|
407 |
-
# Add other optional args from generate_skin.sh if needed, e.g.:
|
408 |
-
# "verbose=True"
|
409 |
]
|
410 |
run_unirig_command(unirig_script_to_run, skin_args, "Skinning Prediction")
|
411 |
if not os.path.exists(abs_skin_output_path):
|
@@ -415,13 +437,13 @@ def rig_glb_mesh_multistep(input_glb_file_obj):
|
|
415 |
# Step 3: Merge Results
|
416 |
print("\nStarting Step 3: Merging Results...")
|
417 |
merge_args = [
|
418 |
-
"--config-name
|
419 |
-
|
420 |
-
f"
|
|
|
421 |
f"output_path={abs_final_rigged_glb_path}",
|
422 |
-
"mode=skin",
|
423 |
unirig_device_arg
|
424 |
-
# Add other optional args from merge.sh if needed
|
425 |
]
|
426 |
run_unirig_command(unirig_script_to_run, merge_args, "Merging Results")
|
427 |
if not os.path.exists(abs_final_rigged_glb_path):
|
@@ -430,25 +452,25 @@ def rig_glb_mesh_multistep(input_glb_file_obj):
|
|
430 |
|
431 |
# --- Return Result ---
|
432 |
print(f"Successfully generated rigged model: {abs_final_rigged_glb_path}")
|
433 |
-
|
434 |
-
return gr.update(value=abs_final_rigged_glb_path)
|
435 |
|
436 |
-
except gr.Error as e:
|
437 |
print(f"A Gradio Error occurred: {e}")
|
438 |
-
|
439 |
-
|
440 |
-
shutil.rmtree(processing_temp_dir)
|
441 |
-
print(f"Cleaned up temp dir: {processing_temp_dir}")
|
442 |
-
raise e # Re-raise the Gradio error
|
443 |
except Exception as e:
|
444 |
print(f"An unexpected error occurred in rig_glb_mesh_multistep: {e}")
|
445 |
import traceback; traceback.print_exc()
|
446 |
-
|
447 |
-
if os.path.exists(processing_temp_dir):
|
448 |
-
shutil.rmtree(processing_temp_dir)
|
449 |
-
print(f"Cleaned up temp dir: {processing_temp_dir}")
|
450 |
raise gr.Error(f"An unexpected error occurred: {str(e)[:500]}. Check logs for details.")
|
451 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
452 |
|
453 |
|
454 |
# --- Gradio Interface Definition ---
|
@@ -459,40 +481,38 @@ theme = gr.themes.Soft(
|
|
459 |
font=[gr.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"],
|
460 |
)
|
461 |
|
462 |
-
#
|
463 |
startup_error_message = None
|
464 |
if not blender_executable_to_use:
|
465 |
startup_error_message = (f"CRITICAL STARTUP ERROR: Blender executable could not be located or setup failed. Check logs.")
|
466 |
-
elif not
|
467 |
startup_error_message = (f"CRITICAL STARTUP ERROR: UniRig repository not found at {UNIRIG_REPO_DIR}.")
|
468 |
-
elif not
|
469 |
startup_error_message = (f"CRITICAL STARTUP ERROR: UniRig run.py not found at {UNIRIG_RUN_PY}.")
|
470 |
-
# Add bpy_import_ok check? Maybe too strict for startup, handle in rig_glb_mesh_multistep
|
471 |
-
# elif not bpy_import_ok:
|
472 |
-
# startup_error_message = (f"CRITICAL STARTUP ERROR: Failed initial 'bpy' import test using Blender.")
|
473 |
|
474 |
|
475 |
if startup_error_message:
|
|
|
476 |
print(startup_error_message)
|
477 |
with gr.Blocks(theme=theme) as iface:
|
478 |
gr.Markdown(f"# Application Startup Error\n\n{startup_error_message}\n\nPlease check the Space logs for more details.")
|
479 |
else:
|
480 |
-
# Build the normal interface if checks pass
|
481 |
with gr.Blocks(theme=theme) as iface:
|
482 |
gr.Markdown(
|
483 |
-
|
484 |
-
|
485 |
-
|
486 |
-
|
487 |
-
|
488 |
-
|
489 |
-
|
490 |
-
|
491 |
with gr.Row():
|
492 |
with gr.Column(scale=1):
|
493 |
input_model = gr.File(
|
494 |
label="Upload .glb Mesh File",
|
495 |
-
type="filepath",
|
496 |
file_types=[".glb"]
|
497 |
)
|
498 |
submit_button = gr.Button("Rig Model", variant="primary")
|
@@ -500,8 +520,6 @@ else:
|
|
500 |
output_model = gr.Model3D(
|
501 |
label="Rigged 3D Model (.glb)",
|
502 |
clear_color=[0.8, 0.8, 0.8, 1.0],
|
503 |
-
# Add interaction settings if desired
|
504 |
-
# camera_position=(0, 0, 5)
|
505 |
)
|
506 |
|
507 |
# Connect button click to the processing function
|
@@ -513,10 +531,12 @@ else:
|
|
513 |
|
514 |
# --- Launch the Application ---
|
515 |
if __name__ == "__main__":
|
|
|
516 |
if 'iface' in locals():
|
517 |
print("Launching Gradio interface...")
|
518 |
-
#
|
519 |
-
iface.launch(ssr_mode=False) # Disable SSR
|
520 |
else:
|
521 |
-
|
|
|
522 |
|
|
|
23 |
|
24 |
SETUP_SCRIPT = os.path.join(os.path.dirname(__file__), "setup_blender.sh")
|
25 |
|
26 |
+
# --- Initial Checks ---
|
27 |
print("--- Environment Checks ---")
|
28 |
blender_executable_to_use = None # Use the main blender executable
|
29 |
if os.path.exists(BLENDER_EXEC):
|
|
|
36 |
print(f"Blender executable not found at {BLENDER_EXEC} or {BLENDER_EXEC_SYMLINK}. Running setup script...")
|
37 |
if os.path.exists(SETUP_SCRIPT):
|
38 |
try:
|
39 |
+
# Run setup script if Blender not found
|
40 |
+
setup_result = subprocess.run(["bash", SETUP_SCRIPT], check=True, capture_output=True, text=True, timeout=600) # 10 min timeout for setup
|
41 |
print("Setup script executed successfully.")
|
42 |
print(f"Setup STDOUT:\n{setup_result.stdout}")
|
43 |
if setup_result.stderr: print(f"Setup STDERR:\n{setup_result.stderr}")
|
44 |
|
45 |
+
# Re-check for executable after running setup
|
46 |
if os.path.exists(BLENDER_EXEC):
|
47 |
blender_executable_to_use = BLENDER_EXEC
|
48 |
print(f"Blender executable now found at: {BLENDER_EXEC}")
|
|
|
51 |
print(f"Blender executable now found via symlink: {BLENDER_EXEC_SYMLINK}")
|
52 |
|
53 |
if not blender_executable_to_use:
|
54 |
+
# If still not found after setup, raise a clear error
|
55 |
raise RuntimeError(f"Setup script ran but Blender executable still not found at {BLENDER_EXEC} or {BLENDER_EXEC_SYMLINK}.")
|
56 |
|
57 |
+
except subprocess.TimeoutExpired:
|
58 |
+
print(f"ERROR: Setup script timed out: {SETUP_SCRIPT}")
|
59 |
+
raise gr.Error("Setup script timed out. The Space might be too slow or setup is stuck.")
|
60 |
except subprocess.CalledProcessError as e:
|
61 |
print(f"ERROR running setup script: {SETUP_SCRIPT}\nStderr: {e.stderr}")
|
62 |
+
# Raise a Gradio error to notify the user
|
63 |
raise gr.Error(f"Failed to execute setup script. Check logs. Stderr: {e.stderr[-500:]}")
|
64 |
except Exception as e:
|
65 |
+
# Catch any other exceptions during setup
|
66 |
raise gr.Error(f"Unexpected error running setup script '{SETUP_SCRIPT}': {e}")
|
67 |
else:
|
68 |
+
# If setup script itself is missing
|
69 |
raise gr.Error(f"Blender executable not found and setup script missing: {SETUP_SCRIPT}")
|
70 |
|
71 |
# Verify bpy import using the found Blender executable
|
72 |
bpy_import_ok = False
|
73 |
if blender_executable_to_use:
|
74 |
try:
|
75 |
+
print("Testing bpy import via Blender...")
|
76 |
test_script_content = "import bpy; print('bpy imported successfully')"
|
77 |
+
# Use --python-expr for the bpy test
|
78 |
test_result = subprocess.run(
|
79 |
[blender_executable_to_use, "--background", "--python-expr", test_script_content],
|
80 |
capture_output=True, text=True, check=True, timeout=30 # Add timeout
|
|
|
83 |
print("Successfully imported 'bpy' using Blender executable.")
|
84 |
bpy_import_ok = True
|
85 |
else:
|
86 |
+
# Log warning but don't necessarily stop startup
|
87 |
print(f"WARNING: 'bpy' import test via Blender returned unexpected output:\nSTDOUT:{test_result.stdout}\nSTDERR:{test_result.stderr}")
|
88 |
|
89 |
except subprocess.TimeoutExpired:
|
90 |
print("WARNING: 'bpy' import test via Blender timed out.")
|
91 |
except subprocess.CalledProcessError as e:
|
92 |
+
# Log specific error if bpy import fails
|
93 |
print(f"WARNING: Failed to import 'bpy' using Blender executable:\nSTDOUT:{e.stdout}\nSTDERR:{e.stderr}")
|
94 |
except Exception as e:
|
95 |
+
# Catch any other exception during the test
|
96 |
print(f"WARNING: Unexpected error during 'bpy' import test: {e}")
|
97 |
else:
|
98 |
+
# This case should ideally not be reached if setup logic is correct
|
99 |
print("WARNING: Cannot test bpy import as Blender executable was not found.")
|
100 |
|
101 |
|
102 |
+
# Check for UniRig repository and run.py
|
103 |
+
unirig_repo_ok = False
|
104 |
+
unirig_run_py_ok = False
|
105 |
+
UNIRIG_RUN_PY = os.path.join(UNIRIG_REPO_DIR, "run.py")
|
106 |
if not os.path.isdir(UNIRIG_REPO_DIR):
|
107 |
+
# Critical error if UniRig repo is missing
|
108 |
raise gr.Error(f"UniRig repository missing at: {UNIRIG_REPO_DIR}. Ensure it's cloned correctly.")
|
109 |
else:
|
110 |
print(f"UniRig repository found at: {UNIRIG_REPO_DIR}")
|
111 |
+
unirig_repo_ok = True
|
112 |
+
# Check specifically for run.py within the repo
|
113 |
if not os.path.exists(UNIRIG_RUN_PY):
|
114 |
+
# Critical error if run.py is missing
|
115 |
raise gr.Error(f"UniRig's run.py not found at {UNIRIG_RUN_PY}. Check UniRig clone.")
|
116 |
+
else:
|
117 |
+
unirig_run_py_ok = True
|
118 |
|
119 |
|
120 |
+
# Check PyTorch and CUDA for Gradio environment (less critical for startup)
|
121 |
DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
|
122 |
print(f"Gradio environment using device: {DEVICE}")
|
123 |
if DEVICE.type == 'cuda':
|
124 |
try:
|
125 |
print(f"Gradio CUDA Device Name: {torch.cuda.get_device_name(0)}")
|
|
|
|
|
126 |
print(f"Gradio PyTorch CUDA Built Version: {torch.version.cuda}")
|
127 |
except Exception as e:
|
128 |
+
print(f"Could not get Gradio CUDA device details: {e}")
|
129 |
else:
|
130 |
print("Warning: Gradio environment CUDA not available.")
|
131 |
|
132 |
print("--- End Environment Checks ---")
|
133 |
|
134 |
+
# --- Helper Functions ---
|
135 |
def patch_asset_py():
|
136 |
"""Temporary patch to fix type hinting error in UniRig's asset.py"""
|
137 |
asset_py_path = os.path.join(UNIRIG_REPO_DIR, "src", "data", "asset.py")
|
|
|
141 |
return
|
142 |
|
143 |
with open(asset_py_path, "r") as f: content = f.read()
|
|
|
144 |
problematic_line = "meta: Union[Dict[str, ...], None]=None"
|
145 |
+
corrected_line = "meta: Union[Dict[str, Any], None]=None"
|
146 |
typing_import = "from typing import Any"
|
147 |
|
148 |
if corrected_line in content:
|
|
|
152 |
|
153 |
print("Applying patch to asset.py...")
|
154 |
content = content.replace(problematic_line, corrected_line)
|
|
|
155 |
if typing_import not in content:
|
156 |
if "from typing import" in content:
|
|
|
157 |
content = content.replace("from typing import", f"{typing_import}\nfrom typing import", 1)
|
158 |
else:
|
|
|
159 |
content = f"{typing_import}\n{content}"
|
|
|
160 |
with open(asset_py_path, "w") as f: f.write(content)
|
161 |
print("Successfully patched asset.py")
|
162 |
|
|
|
167 |
|
168 |
# Decorator for ZeroGPU if needed
|
169 |
@spaces.GPU
|
170 |
+
def run_unirig_command(python_script_path: str, script_args: List[str], step_name: str):
|
171 |
"""
|
172 |
Runs a specific UniRig PYTHON script (.py) using the Blender executable
|
173 |
in background mode (`blender --background --python script.py -- args`).
|
174 |
|
175 |
Args:
|
176 |
+
python_script_path: Absolute path to the Python script to execute within Blender.
|
177 |
script_args: A list of command-line arguments FOR THE PYTHON SCRIPT.
|
178 |
step_name: Name of the step for logging.
|
179 |
"""
|
|
|
183 |
# --- Environment Setup for Subprocess ---
|
184 |
process_env = os.environ.copy()
|
185 |
|
186 |
+
# Explicitly add UniRig root AND its 'src' directory to PYTHONPATH
|
187 |
+
unirig_src_dir = os.path.join(UNIRIG_REPO_DIR, 'src')
|
188 |
+
pythonpath_parts = [UNIRIG_REPO_DIR, unirig_src_dir] # Add both
|
189 |
existing_pythonpath = process_env.get('PYTHONPATH', '')
|
190 |
if existing_pythonpath:
|
191 |
pythonpath_parts.append(existing_pythonpath)
|
|
|
194 |
|
195 |
# LD_LIBRARY_PATH: Inherit system path (for CUDA) and add Blender's libraries.
|
196 |
blender_main_lib_path = os.path.join(BLENDER_INSTALL_DIR, "lib")
|
197 |
+
blender_python_lib_path = os.path.join(BLENDER_PYTHON_DIR, "lib")
|
198 |
ld_path_parts = []
|
|
|
199 |
if os.path.exists(blender_main_lib_path): ld_path_parts.append(blender_main_lib_path)
|
200 |
if os.path.exists(blender_python_lib_path): ld_path_parts.append(blender_python_lib_path)
|
|
|
201 |
existing_ld_path = process_env.get('LD_LIBRARY_PATH', '')
|
202 |
if existing_ld_path: ld_path_parts.append(existing_ld_path)
|
|
|
203 |
if ld_path_parts:
|
204 |
process_env["LD_LIBRARY_PATH"] = os.pathsep.join(filter(None, ld_path_parts))
|
205 |
print(f"Subprocess LD_LIBRARY_PATH: {process_env.get('LD_LIBRARY_PATH', 'Not set')}")
|
206 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
207 |
|
208 |
+
# --- Execute Command ---
|
209 |
+
# Command structure: blender --background --python script.py -- args
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
210 |
cmd = [
|
211 |
blender_executable_to_use,
|
212 |
"--background",
|
213 |
+
"--python", python_script_path,
|
214 |
+
"--" # Separator between blender args and script args
|
215 |
] + script_args
|
216 |
|
217 |
print(f"\n--- Running UniRig Step: {step_name} ---")
|
|
|
219 |
|
220 |
try:
|
221 |
# Execute Blender with the Python script.
|
222 |
+
# CWD is crucial for relative imports and finding config files.
|
223 |
result = subprocess.run(
|
224 |
cmd,
|
225 |
cwd=UNIRIG_REPO_DIR, # CWD is set to UniRig repo root
|
|
|
227 |
text=True,
|
228 |
check=True, # Raises CalledProcessError on non-zero exit codes
|
229 |
env=process_env, # Pass the modified environment
|
230 |
+
timeout=1800 # 30 minutes timeout
|
231 |
)
|
232 |
print(f"{step_name} STDOUT:\n{result.stdout}")
|
|
|
233 |
if result.stderr:
|
234 |
print(f"{step_name} STDERR (Info/Warnings):\n{result.stderr}")
|
235 |
+
# More robust check for errors in stderr even on success
|
236 |
+
stderr_lower = result.stderr.lower()
|
237 |
+
if "error" in stderr_lower or "failed" in stderr_lower or "traceback" in stderr_lower:
|
238 |
+
print(f"WARNING: Potential error messages found in STDERR for {step_name} despite success exit code.")
|
|
|
|
|
239 |
|
240 |
except subprocess.TimeoutExpired:
|
241 |
print(f"ERROR: {step_name} timed out after 30 minutes.")
|
|
|
250 |
last_lines = "\n".join(error_summary[-15:]) if error_summary else "No stderr output."
|
251 |
|
252 |
specific_error = "Unknown error."
|
253 |
+
# Refine error checking based on common patterns
|
254 |
+
if "ModuleNotFoundError: No module named 'src'" in e.stderr:
|
255 |
+
specific_error = "UniRig script failed to import its own 'src' module. Check PYTHONPATH and CWD for the subprocess. See diagnostic info above."
|
256 |
+
elif "ModuleNotFoundError: No module named 'bpy'" in e.stderr:
|
257 |
specific_error = "The 'bpy' module could not be imported by the script. Check installation in Blender's Python (via setup_blender.sh)."
|
258 |
elif "ModuleNotFoundError: No module named 'flash_attn'" in e.stderr:
|
259 |
specific_error = "The 'flash_attn' module is missing or failed to import. It might have failed during installation. Check setup_blender.sh logs."
|
|
|
|
|
260 |
elif "ModuleNotFoundError" in e.stderr or "ImportError" in e.stderr:
|
261 |
specific_error = f"An import error occurred. Check library installations. Details: {last_lines}"
|
262 |
elif "OutOfMemoryError" in e.stderr or "CUDA out of memory" in e.stderr:
|
263 |
specific_error = "CUDA out of memory. Try a smaller model or a Space with more GPU RAM."
|
264 |
elif "hydra.errors.ConfigCompositionException" in e.stderr:
|
265 |
specific_error = f"Hydra configuration error. Check the arguments passed to run.py: {script_args}. Details: {last_lines}"
|
266 |
+
elif "Error: Cannot read file" in e.stderr: # General file read error
|
267 |
+
specific_error = f"Blender could not read an input/output file. Check paths. Details: {last_lines}"
|
268 |
elif "Error:" in e.stderr: # Generic Blender error
|
269 |
specific_error = f"Blender reported an error. Details: {last_lines}"
|
270 |
else:
|
|
|
272 |
raise gr.Error(f"Error in UniRig '{step_name}'. {specific_error}")
|
273 |
|
274 |
except FileNotFoundError:
|
275 |
+
print(f"ERROR: Could not find Blender executable '{blender_executable_to_use}' or script '{python_script_path}' for {step_name}.")
|
|
|
|
|
276 |
raise gr.Error(f"Setup error for UniRig '{step_name}'. Blender or Python script not found.")
|
|
|
277 |
except Exception as e_general:
|
278 |
print(f"An unexpected Python exception occurred in run_unirig_command for {step_name}: {e_general}")
|
279 |
import traceback
|
|
|
287 |
def rig_glb_mesh_multistep(input_glb_file_obj):
|
288 |
"""
|
289 |
Main Gradio function to rig a GLB mesh using UniRig's multi-step process.
|
|
|
290 |
"""
|
291 |
+
# Perform readiness checks at the start of the function call
|
292 |
if not blender_executable_to_use:
|
293 |
+
gr.Warning("System not ready: Blender executable not found. Please wait or check logs.")
|
294 |
+
return None
|
295 |
+
if not unirig_repo_ok or not unirig_run_py_ok:
|
296 |
+
gr.Warning("System not ready: UniRig repository or run.py script not found. Check setup.")
|
|
|
297 |
return None
|
298 |
+
if not bpy_import_ok:
|
299 |
+
gr.Warning("System warning: Initial 'bpy' import test failed. Attempting to proceed, but errors may occur.")
|
300 |
|
301 |
try:
|
302 |
+
patch_asset_py() # Apply patch if needed
|
303 |
except Exception as e:
|
304 |
print(f"Ignoring patch error: {e}")
|
305 |
|
306 |
# --- Input Validation ---
|
307 |
if input_glb_file_obj is None:
|
308 |
+
gr.Info("Please upload a .glb file first.")
|
309 |
+
return None
|
310 |
+
input_glb_path = input_glb_file_obj
|
311 |
print(f"Input GLB path received: {input_glb_path}")
|
312 |
+
if not isinstance(input_glb_path, str) or not os.path.exists(input_glb_path):
|
313 |
+
raise gr.Error(f"Invalid input file path received: {input_glb_path}")
|
314 |
+
if not input_glb_path.lower().endswith(".glb"):
|
315 |
+
raise gr.Error("Invalid file type. Please upload a .glb file.")
|
316 |
|
317 |
# --- Setup Temporary Directory ---
|
318 |
processing_temp_dir = tempfile.mkdtemp(prefix="unirig_processing_")
|
|
|
321 |
try:
|
322 |
# --- Define File Paths ---
|
323 |
base_name = os.path.splitext(os.path.basename(input_glb_path))[0]
|
|
|
324 |
abs_input_glb_path = os.path.abspath(input_glb_path)
|
325 |
abs_skeleton_output_path = os.path.join(processing_temp_dir, f"{base_name}_skeleton.fbx")
|
326 |
abs_skin_output_path = os.path.join(processing_temp_dir, f"{base_name}_skin.fbx")
|
327 |
abs_final_rigged_glb_path = os.path.join(processing_temp_dir, f"{base_name}_rigged_final.glb")
|
328 |
|
329 |
+
unirig_script_to_run = UNIRIG_RUN_PY
|
330 |
+
|
331 |
+
# --- Run Blender Python Environment Diagnostic Test ---
|
332 |
+
print("\n--- Running Blender Python Environment Diagnostic Test ---")
|
333 |
+
diagnostic_script_content = f"""
|
334 |
+
import sys
|
335 |
+
import os
|
336 |
+
import traceback
|
337 |
+
|
338 |
+
print("--- Diagnostic Info from Blender Python ---")
|
339 |
+
print(f"Python Executable: {{sys.executable}}")
|
340 |
+
print(f"Current Working Directory (inside script): {{os.getcwd()}}") # Should be UNIRIG_REPO_DIR
|
341 |
+
print("sys.path:")
|
342 |
+
for p in sys.path:
|
343 |
+
print(f" {{p}}")
|
344 |
+
print("\\nPYTHONPATH Environment Variable (as seen by script):")
|
345 |
+
print(os.environ.get('PYTHONPATH', 'PYTHONPATH not set or empty'))
|
346 |
+
print("\\n--- Attempting Imports ---")
|
347 |
+
try:
|
348 |
+
import bpy
|
349 |
+
print("SUCCESS: 'bpy' imported.")
|
350 |
+
except ImportError as e:
|
351 |
+
print(f"FAILED to import 'bpy': {{e}}")
|
352 |
+
traceback.print_exc()
|
353 |
+
except Exception as e:
|
354 |
+
print(f"FAILED to import 'bpy' with other error: {{e}}")
|
355 |
+
traceback.print_exc()
|
356 |
+
|
357 |
+
try:
|
358 |
+
# Check if CWD is correct and src is importable
|
359 |
+
print("\\nChecking for 'src' in CWD (should be UniRig repo root):")
|
360 |
+
if os.path.isdir('src'):
|
361 |
+
print(" 'src' directory FOUND in CWD.")
|
362 |
+
if os.path.isfile(os.path.join('src', '__init__.py')):
|
363 |
+
print(" 'src/__init__.py' FOUND.")
|
364 |
+
else:
|
365 |
+
print(" WARNING: 'src/__init__.py' NOT FOUND. 'src' may not be treated as a package.")
|
366 |
+
else:
|
367 |
+
print(" 'src' directory NOT FOUND in CWD.")
|
368 |
+
|
369 |
+
# Attempt the import that failed previously
|
370 |
+
print("\\nAttempting: from src.inference.download import download")
|
371 |
+
from src.inference.download import download
|
372 |
+
print("SUCCESS: 'from src.inference.download import download' worked.")
|
373 |
+
except ImportError as e:
|
374 |
+
print(f"FAILED: 'from src.inference.download import download': {{e}}")
|
375 |
+
traceback.print_exc()
|
376 |
+
except Exception as e:
|
377 |
+
print(f"FAILED: 'from src.inference.download import download' with other error: {{e}}")
|
378 |
+
traceback.print_exc()
|
379 |
+
print("--- End Diagnostic Info ---")
|
380 |
+
"""
|
381 |
+
diagnostic_script_path = os.path.join(processing_temp_dir, "env_diagnostic_test.py") # Use temp dir
|
382 |
+
with open(diagnostic_script_path, "w") as f:
|
383 |
+
f.write(diagnostic_script_content)
|
384 |
+
|
385 |
+
try:
|
386 |
+
# Run the diagnostic script using the *exact same* command structure
|
387 |
+
# Pass an empty list for script_args as the script takes none
|
388 |
+
run_unirig_command(diagnostic_script_path, [], "Blender Env Diagnostic")
|
389 |
+
print("--- Finished Blender Python Environment Diagnostic Test ---\n")
|
390 |
+
except Exception as e_diag:
|
391 |
+
# If the diagnostic fails, raise an error - no point continuing
|
392 |
+
print(f"ERROR during diagnostic test execution: {e_diag}")
|
393 |
+
# Clean up the script file before raising
|
394 |
+
if os.path.exists(diagnostic_script_path): os.remove(diagnostic_script_path)
|
395 |
+
raise gr.Error(f"Blender environment diagnostic failed. Cannot proceed. Check logs above for details. Error: {str(e_diag)[:500]}")
|
396 |
+
finally:
|
397 |
+
# Ensure cleanup even if run_unirig_command doesn't raise but has issues
|
398 |
+
if os.path.exists(diagnostic_script_path): os.remove(diagnostic_script_path)
|
399 |
+
# --- END DIAGNOSTIC STEP ---
|
400 |
+
|
401 |
|
402 |
# --- Determine Device for UniRig ---
|
|
|
403 |
unirig_device_arg = "device=cpu"
|
404 |
if DEVICE.type == 'cuda':
|
|
|
405 |
unirig_device_arg = "device=cuda:0"
|
406 |
print(f"UniRig steps will attempt to use device argument: {unirig_device_arg}")
|
407 |
|
408 |
+
# --- Execute UniRig Steps ---
|
|
|
|
|
409 |
# Step 1: Skeleton Prediction
|
410 |
print("\nStarting Step 1: Predicting Skeleton...")
|
411 |
skeleton_args = [
|
412 |
+
"--config-name=skeleton_config",
|
413 |
+
"with",
|
414 |
f"input={abs_input_glb_path}",
|
415 |
f"output={abs_skeleton_output_path}",
|
416 |
unirig_device_arg
|
|
|
|
|
417 |
]
|
418 |
run_unirig_command(unirig_script_to_run, skeleton_args, "Skeleton Prediction")
|
419 |
if not os.path.exists(abs_skeleton_output_path):
|
|
|
423 |
# Step 2: Skinning Weight Prediction
|
424 |
print("\nStarting Step 2: Predicting Skinning Weights...")
|
425 |
skin_args = [
|
426 |
+
"--config-name=skin_config",
|
427 |
+
"with",
|
428 |
+
f"input={abs_skeleton_output_path}",
|
429 |
f"output={abs_skin_output_path}",
|
430 |
unirig_device_arg
|
|
|
|
|
431 |
]
|
432 |
run_unirig_command(unirig_script_to_run, skin_args, "Skinning Prediction")
|
433 |
if not os.path.exists(abs_skin_output_path):
|
|
|
437 |
# Step 3: Merge Results
|
438 |
print("\nStarting Step 3: Merging Results...")
|
439 |
merge_args = [
|
440 |
+
"--config-name=merge_config",
|
441 |
+
"with",
|
442 |
+
f"source_path={abs_skin_output_path}",
|
443 |
+
f"target_path={abs_input_glb_path}",
|
444 |
f"output_path={abs_final_rigged_glb_path}",
|
445 |
+
"mode=skin",
|
446 |
unirig_device_arg
|
|
|
447 |
]
|
448 |
run_unirig_command(unirig_script_to_run, merge_args, "Merging Results")
|
449 |
if not os.path.exists(abs_final_rigged_glb_path):
|
|
|
452 |
|
453 |
# --- Return Result ---
|
454 |
print(f"Successfully generated rigged model: {abs_final_rigged_glb_path}")
|
455 |
+
return gr.update(value=abs_final_rigged_glb_path) # Update Gradio output
|
|
|
456 |
|
457 |
+
except gr.Error as e:
|
458 |
print(f"A Gradio Error occurred: {e}")
|
459 |
+
if os.path.exists(processing_temp_dir): shutil.rmtree(processing_temp_dir)
|
460 |
+
raise e
|
|
|
|
|
|
|
461 |
except Exception as e:
|
462 |
print(f"An unexpected error occurred in rig_glb_mesh_multistep: {e}")
|
463 |
import traceback; traceback.print_exc()
|
464 |
+
if os.path.exists(processing_temp_dir): shutil.rmtree(processing_temp_dir)
|
|
|
|
|
|
|
465 |
raise gr.Error(f"An unexpected error occurred: {str(e)[:500]}. Check logs for details.")
|
466 |
+
finally:
|
467 |
+
# General cleanup for the temp dir if it still exists (e.g., if no exception occurred)
|
468 |
+
if os.path.exists(processing_temp_dir):
|
469 |
+
try:
|
470 |
+
shutil.rmtree(processing_temp_dir)
|
471 |
+
print(f"Cleaned up temp dir: {processing_temp_dir}")
|
472 |
+
except Exception as cleanup_e:
|
473 |
+
print(f"Error cleaning up temp dir {processing_temp_dir}: {cleanup_e}")
|
474 |
|
475 |
|
476 |
# --- Gradio Interface Definition ---
|
|
|
481 |
font=[gr.themes.GoogleFont("Inter"), "ui-sans-serif", "system-ui", "sans-serif"],
|
482 |
)
|
483 |
|
484 |
+
# Perform critical checks before defining the interface
|
485 |
startup_error_message = None
|
486 |
if not blender_executable_to_use:
|
487 |
startup_error_message = (f"CRITICAL STARTUP ERROR: Blender executable could not be located or setup failed. Check logs.")
|
488 |
+
elif not unirig_repo_ok:
|
489 |
startup_error_message = (f"CRITICAL STARTUP ERROR: UniRig repository not found at {UNIRIG_REPO_DIR}.")
|
490 |
+
elif not unirig_run_py_ok:
|
491 |
startup_error_message = (f"CRITICAL STARTUP ERROR: UniRig run.py not found at {UNIRIG_RUN_PY}.")
|
|
|
|
|
|
|
492 |
|
493 |
|
494 |
if startup_error_message:
|
495 |
+
# If critical error, display error message instead of interface
|
496 |
print(startup_error_message)
|
497 |
with gr.Blocks(theme=theme) as iface:
|
498 |
gr.Markdown(f"# Application Startup Error\n\n{startup_error_message}\n\nPlease check the Space logs for more details.")
|
499 |
else:
|
500 |
+
# Build the normal interface if essential checks pass
|
501 |
with gr.Blocks(theme=theme) as iface:
|
502 |
gr.Markdown(
|
503 |
+
f"""
|
504 |
+
# UniRig Auto-Rigger (Blender {BLENDER_PYTHON_VERSION_DIR} / Python {BLENDER_PYTHON_VERSION})
|
505 |
+
Upload a 3D mesh in `.glb` format. This application uses UniRig via Blender's Python interface to predict skeleton and skinning weights.
|
506 |
+
* Running main app on Python `{sys.version.split()[0]}`, UniRig steps use Blender's Python `{BLENDER_PYTHON_VERSION}`.
|
507 |
+
* Utilizing device: **{DEVICE.type.upper()}** (via ZeroGPU if available).
|
508 |
+
* UniRig Source: [https://github.com/VAST-AI-Research/UniRig](https://github.com/VAST-AI-Research/UniRig)
|
509 |
+
"""
|
510 |
+
)
|
511 |
with gr.Row():
|
512 |
with gr.Column(scale=1):
|
513 |
input_model = gr.File(
|
514 |
label="Upload .glb Mesh File",
|
515 |
+
type="filepath",
|
516 |
file_types=[".glb"]
|
517 |
)
|
518 |
submit_button = gr.Button("Rig Model", variant="primary")
|
|
|
520 |
output_model = gr.Model3D(
|
521 |
label="Rigged 3D Model (.glb)",
|
522 |
clear_color=[0.8, 0.8, 0.8, 1.0],
|
|
|
|
|
523 |
)
|
524 |
|
525 |
# Connect button click to the processing function
|
|
|
531 |
|
532 |
# --- Launch the Application ---
|
533 |
if __name__ == "__main__":
|
534 |
+
# Check if the interface was successfully created
|
535 |
if 'iface' in locals():
|
536 |
print("Launching Gradio interface...")
|
537 |
+
# Ensure share=False for security unless public link is needed
|
538 |
+
iface.launch(share=False, ssr_mode=False) # Disable SSR
|
539 |
else:
|
540 |
+
# This indicates a startup error occurred before interface creation
|
541 |
+
print("ERROR: Gradio interface could not be created due to startup errors. Check logs above.")
|
542 |
|