Revert "maybe problem by importing gradio twice"

This reverts commit 5cfff61606e99aa8b6c3507b475b54688d718f86.

app.py

@@ -3,101 +3,11 @@
 from __future__ import annotations
 
 import os
-import datetime
-import pathlib
-import shlex
-import subprocess
-import sys
-from typing import Generator, Optional
 
-import trimesh
 import spaces
 import gradio as gr
 
-# from model import Model
-
-sys.path.append('TEXTurePaper')
-
-from src.configs.train_config import GuideConfig, LogConfig, TrainConfig
-from src.training.trainer import TEXTure
-
-
-class Model:
-    def __init__(self):
-        self.max_num_faces = 100000
-
-    def load_config(self, shape_path: str, text: str, seed: int,
-                    guidance_scale: float) -> TrainConfig:
-        text += ', {} view'
-
-        log = LogConfig(exp_name=self.gen_exp_name())
-        guide = GuideConfig(text=text)
-        guide.background_img = 'TEXTurePaper/textures/brick_wall.png'
-        guide.shape_path = 'TEXTurePaper/shapes/spot_triangulated.obj'
-        config = TrainConfig(log=log, guide=guide)
-
-        config.guide.shape_path = shape_path
-        config.optim.seed = seed
-        config.guide.guidance_scale = guidance_scale
-        return config
-
-    def gen_exp_name(self) -> str:
-        now = datetime.datetime.now()
-        return now.strftime('%Y-%m-%d-%H-%M-%S')
-
-    def check_num_faces(self, path: str) -> bool:
-        with open(path) as f:
-            lines = [line for line in f.readlines() if line.startswith('f')]
-        return len(lines) <= self.max_num_faces
-
-    def zip_results(self, exp_dir: pathlib.Path) -> str:
-        mesh_dir = exp_dir / 'mesh'
-        out_path = f'{exp_dir.name}.zip'
-        subprocess.run(shlex.split(f'zip -r {out_path} {mesh_dir}'))
-        return out_path
-
-    def run(
-        self, shape_path: str, text: str, seed: int, guidance_scale: float
-    ) -> Generator[tuple[list[str], Optional[str], Optional[str], str], None,
-                   None]:
-        if not shape_path.endswith('.obj'):
-            raise gr.Error('The input file is not .obj file.')
-        if not self.check_num_faces(shape_path):
-            raise gr.Error('The number of faces is over 100,000.')
-
-        config = self.load_config(shape_path, text, seed, guidance_scale)
-        trainer = TEXTure(config)
-
-        trainer.mesh_model.train()
-
-        total_steps = len(trainer.dataloaders['train'])
-        for step, data in enumerate(trainer.dataloaders['train'], start=1):
-            trainer.paint_step += 1
-            trainer.paint_viewpoint(data)
-            trainer.evaluate(trainer.dataloaders['val'],
-                             trainer.eval_renders_path)
-            trainer.mesh_model.train()
-
-            sample_image_dir = config.log.exp_dir / 'vis' / 'eval'
-            sample_image_paths = sorted(
-                sample_image_dir.glob(f'step_{trainer.paint_step:05d}_*.jpg'))
-            sample_image_paths = [
-                path.as_posix() for path in sample_image_paths
-            ]
-            yield sample_image_paths, None, None, f'{step}/{total_steps}'
-
-        trainer.mesh_model.change_default_to_median()
-
-        save_dir = trainer.exp_path / 'mesh'
-        save_dir.mkdir(exist_ok=True, parents=True)
-        trainer.mesh_model.export_mesh(save_dir)
-        model_path = save_dir / 'mesh.obj'
-        mesh = trimesh.load(model_path)
-        mesh_path = save_dir / 'mesh.glb'
-        mesh.export(mesh_path, file_type='glb')
-
-        zip_path = self.zip_results(config.log.exp_dir)
-        yield sample_image_paths, mesh_path.as_posix(), zip_path, 'Done!'
+from model import Model
 
 
 @spaces.GPU