2 changed files with 360 additions and 2 deletions
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import oss2 |
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import os |
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from tqdm import tqdm |
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import os |
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from pathlib import Path |
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import numpy as np |
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import os |
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import argparse |
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import open3d as o3d |
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def custom_mesh_transform(vertices, transform_matrix): |
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""" |
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手动实现网格变换:对每个顶点应用齐次变换矩阵 |
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参数: |
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vertices: 网格顶点数组 (N, 3) |
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transform_matrix: 4x4 齐次变换矩阵 |
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返回: |
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变换后的顶点数组 (N, 3) |
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""" |
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# 1. 顶点转齐次坐标 (N, 3) → (N, 4) |
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homogeneous_vertices = np.hstack((vertices, np.ones((vertices.shape[0], 1)))) |
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# 2. 应用变换矩阵:矩阵乘法 (4x4) * (4xN) → (4xN) |
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transformed_homogeneous = transform_matrix @ homogeneous_vertices.T |
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# 3. 转回非齐次坐标 (3xN) → (N, 3) |
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transformed_vertices = transformed_homogeneous[:3, :].T |
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return transformed_vertices |
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class DataTransfer: |
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''' |
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数据传输类 |
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''' |
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def __init__(self, local_path: str, oss_path: str, oss_client: oss2.Bucket): |
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''' |
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local_path: 本地输出路径 |
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oss_path: oss路径 |
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oss_client: oss客户端 |
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''' |
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self.local_path = local_path |
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self.oss_path = oss_path.lstrip('/') |
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self.oss_client = oss_client |
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order_id: str |
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pid: str |
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model_height: str |
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def download_data_rename_json(self, json_model_info): |
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""" |
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从 OSS 下载数据到本地,保持原有目录结构 |
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""" |
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# 列出所有对象 |
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objects = [] |
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prefix = self.oss_path.lstrip('/') # 移除开头的 '/' 以匹配 OSS 格式 |
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for obj in oss2.ObjectIterator(self.oss_client, prefix=prefix): |
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if obj.key != prefix: # 跳过目录本身 |
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objects.append(obj.key) |
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# 下载所有文件,添加进度条 |
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for obj_key in tqdm(objects, desc="下载进度"): |
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if obj_key.endswith('/'): |
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continue |
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if "printId" in obj_key: |
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continue |
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# 计算相对路径 |
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rel_path = obj_key[len(prefix):].lstrip('/') |
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file_dir, file_name = os.path.split(rel_path) |
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file_base, file_ext = os.path.splitext(file_name) |
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# 根据文件后缀名进行重命名 |
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if file_ext.lower() in ['.mtl', '.jpg', '.jpeg', '.png']: |
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# 对于.mtl和图片文件,在原名前加order_id |
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new_file_name = f"{json_model_info.order_id}_{file_name}" |
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# new_file_name = file_name |
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elif file_ext.lower() == '.obj': |
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# 对于.obj文件,完全重命名 |
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new_file_name = f"{json_model_info.obj_name}" |
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else: |
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# 其他文件类型保持原名 |
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new_file_name = file_name |
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print("new_file_name=", new_file_name) |
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# 构建新的相对路径 |
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if file_dir: # 如果有子目录 |
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new_rel_path = os.path.join(file_dir, new_file_name) |
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else: |
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new_rel_path = new_file_name |
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# 构建本地完整路径 |
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local_path = os.path.join(self.local_path, new_rel_path) |
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# 创建必要的目录 |
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os.makedirs(os.path.dirname(local_path), exist_ok=True) |
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# 下载文件 |
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self.oss_client.get_object_to_file(obj_key, local_path) |
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if file_ext == '.obj': # 10MB以上 |
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try: |
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# 使用临时文件避免内存问题 [8](@ref) |
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temp_path = local_path + '.tmp' |
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with open(local_path, 'r', encoding='utf-8') as f_in, \ |
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open(temp_path, 'w', encoding='utf-8') as f_out: |
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mtllib_modified = False |
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for line in f_in: |
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if not mtllib_modified and line.strip().startswith('mtllib '): |
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parts = line.split(' ', 1) |
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if len(parts) > 1: |
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old_mtl_name = parts[1].strip() |
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new_mtl_name = f"{json_model_info.order_id}_{old_mtl_name}" |
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f_out.write(f"mtllib {new_mtl_name}\n") |
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mtllib_modified = True |
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continue |
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f_out.write(line) |
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os.replace(temp_path, local_path) # 原子性替换 |
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except IOError as e: |
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print(f"处理大文件 {local_path} 时出错: {e}") |
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if os.path.exists(temp_path): |
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os.remove(temp_path) |
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# 优化后的.obj文件处理逻辑 |
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if file_ext == '.mtl': |
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try: |
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# 使用更高效的文件读取方式 [6,8](@ref) |
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with open(local_path, 'r', encoding='utf-8') as f: |
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content = f.read() |
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# 使用字符串方法直接查找和替换,避免不必要的循环 [9](@ref) |
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lines = content.split('\n') |
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mtllib_modified = False |
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for i, line in enumerate(lines): |
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stripped_line = line.strip() |
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if not mtllib_modified and stripped_line.startswith('map_Kd '): |
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# 更高效的分割方式 [9](@ref) |
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parts = line.split(' ', 1) |
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if len(parts) > 1: |
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old_name = parts[1].strip() |
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new_name = f"{json_model_info.order_id}_{old_name}" |
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lines[i] = f"map_Kd {new_name}" |
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mtllib_modified = True |
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print(f"已更新材质库引用: {old_name} -> {new_name}") |
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break # 找到第一个后立即退出 |
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# 批量写入,减少I/O操作 [6](@ref) |
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with open(local_path, 'w', encoding='utf-8') as f: |
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f.write('\n'.join(lines)) |
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except IOError as e: |
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print(f"处理文件 {local_path} 时出错: {e}") |
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except UnicodeDecodeError as e: |
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print(f"文件编码错误 {local_path}: {e}") |
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print(f"下载文件: {obj_key} -> {local_path}") |
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import requests |
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import json |
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import shutil |
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def get_api(url): |
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try: |
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response = requests.get(url) |
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response.raise_for_status() # 检查请求是否成功 |
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response = json.loads(response.text) |
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if response.get("code") != 1000: |
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raise Exception(f"Error fetching URL {url}: {response.get('message')}") |
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else: |
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return response |
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except requests.exceptions.RequestException as e: |
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raise Exception(f"Error fetching URL {url}: {e}") |
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from dataclasses import dataclass |
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@dataclass |
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class JSONModelInfo: |
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obj_name: str |
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order_id: str |
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pid: str |
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model_height: str |
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def read_pids_from_json(pid_file): |
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"""从文件读取所有PID""" |
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json_path = pid_file |
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""" |
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加载JSON文件,读取所有模型信息,应用变换后返回模型列表 |
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""" |
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# 检查JSON文件是否存在 |
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if not os.path.exists(json_path): |
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print(f"错误: JSON文件不存在 - {json_path}") |
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return [] |
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# 读取JSON文件 |
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try: |
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with open(json_path, 'r') as f: |
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data = json.load(f) |
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except Exception as e: |
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print(f"读取JSON文件失败: {e}") |
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return [] |
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list_model_info = [] |
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# 处理每个模型 |
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for model in data.get('models', []): |
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obj_name = model.get('file_name', '') |
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parts = obj_name.split('_') |
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order_id = parts[0] |
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pid = parts[1] |
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model_height = parts[3] |
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model_info = JSONModelInfo( |
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obj_name=obj_name, |
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order_id=order_id, |
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pid=pid, |
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model_height=model_height |
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) |
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list_model_info.append(model_info) |
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return list_model_info, data |
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def download_data_by_json(model_info, workdir, oss_client ): |
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try: |
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pid = model_info.pid |
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model_height = model_info.model_height |
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# target_dir = f"{workdir}/{pid}_image" |
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target_dir = f"{workdir}" |
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url = f"https://mp.api.suwa3d.com/api/order/getOssSuffixByOrderId?order_id={model_info.order_id}" |
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res = requests.get(url) |
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data = res.json()["data"] |
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# print("datas=",data) |
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data = data.replace("/init_obj", "") |
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print("target_dir=", target_dir) |
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download_textures = DataTransfer(target_dir, f"objs/download/print/{pid}/{data}/{model_height}/", oss_client) |
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download_textures.download_data_rename_json(model_info) |
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# 下载后检查目标文件夹是否为空 |
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if os.path.exists(target_dir) and not os.listdir(target_dir): |
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shutil.rmtree(target_dir) |
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print(f"下载后检查发现目标文件夹为空,已删除: {target_dir}") |
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except Exception as e: |
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print(f"卡通图片下载失败: {pid}, 错误: {str(e)}") |
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pass |
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def get_oss_client(cfg_path): |
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# with open(os.path.expanduser(cfg_path), "r") as config: |
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# cfg = yaml.safe_load(config) |
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AccessKeyId_down = 'LTAI5tSReWm8hz7dSYxxth8f' |
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AccessKeySecret_down = '8ywTDF9upPAtvgXtLKALY2iMYHIxdS' |
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Endpoint_down = 'oss-cn-shanghai.aliyuncs.com' |
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Bucket_down = 'suwa3d-securedata' |
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oss_client = oss2.Bucket( |
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oss2.Auth(AccessKeyId_down, AccessKeySecret_down), Endpoint_down, Bucket_down |
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) |
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return oss_client |
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def download_datas_by_json(pid_file, workdir, oss_config): |
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oss_client = get_oss_client(oss_config) |
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# json_path = os.path.join(workdir, "3DPrintLayout.json") |
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json_path = pid_file |
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# 读取所有PID |
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list_model_info, data = read_pids_from_json(json_path) |
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print(f"从文件读取了 {len(list_model_info)} 个PID") |
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# 批量下载 |
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for model_info in list_model_info: |
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print(f"开始下载PID: {model_info}") |
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download_data_by_json(model_info, workdir, oss_client) |
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return data |
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def download_transform_save_by_json(pid_file, workdir, oss_config): |
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layout_data = download_datas_by_json(pid_file, workdir, oss_config) |
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original_obj_pid_dir = workdir |
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cache_type_setting_dir = os.path.join(workdir, "arrange") |
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Path(cache_type_setting_dir).mkdir(exist_ok=True) |
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print(f"original_obj_pid_dir={original_obj_pid_dir}, cache_type_setting_dir={cache_type_setting_dir}") |
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transform_save(layout_data, original_obj_pid_dir, cache_type_setting_dir) |
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def transform_save(layout_data, original_obj_pid_dir, cache_type_setting_dir): |
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meshes = [] |
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# 小打印机380*345,需要偏移-380,-345 |
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need_offset = True |
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for model in layout_data["models"]: |
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transform = model.get('transform', {}) |
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homo_matrix = transform["homo_matrix"] # 获取存储的列表 |
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reconstructed_matrix = np.array(homo_matrix, dtype=np.float64) |
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obj_name = model.get('file_name', '') |
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obj_path = os.path.join(original_obj_pid_dir, obj_name) |
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# 加载网格 |
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try: |
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mesh = o3d.io.read_triangle_mesh(obj_path, enable_post_processing=True) |
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if not mesh.has_vertices(): |
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print(f"警告: 网格无有效顶点 - {obj_path}") |
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continue |
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except Exception as e: |
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print(f"加载模型失败: {obj_path} - {e}") |
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continue |
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original_vertices = np.asarray(mesh.vertices) |
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transformed_vertices = custom_mesh_transform(original_vertices, reconstructed_matrix) |
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# 如果 need_offset 为 True,应用额外的偏移 |
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if need_offset: |
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# 应用偏移 (-380, -345, 0) |
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offset = np.array([-380, -345, 0]) |
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transformed_vertices += offset |
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print(f"已对模型 {obj_name} 应用偏移: {offset}") |
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mesh.vertices = o3d.utility.Vector3dVector(transformed_vertices) |
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meshes.append(mesh) |
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# obj_path_arrange = os.path.join(original_obj_pid_dir, "arrange") |
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obj_path_arrange = cache_type_setting_dir |
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if not os.path.exists(obj_path_arrange): |
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os.mkdir(obj_path_arrange) |
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obj_path_arrange_obj = os.path.join(obj_path_arrange, obj_name) |
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print("obj_path_arrange_obj", obj_path_arrange_obj) |
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mesh.compute_vertex_normals() |
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o3d.io.write_triangle_mesh(obj_path_arrange_obj, mesh,write_triangle_uvs=True) |
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if __name__ == "__main__": |
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parser = argparse.ArgumentParser() |
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parser.add_argument("--pid_file", type=str, required=True, help="批次号, 也是json文件名") |
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parser.add_argument("--workdir", type=str, required=True, help="本代码文件所在的目录") |
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parser.add_argument("--oss_config", type=str, default="") |
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args = parser.parse_args() |
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download_transform_save_by_json(args.pid_file, args.workdir, args.oss_config) |
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