新的信息

tools/optimize_model/libs.py

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+import os, time, json, requests, shutil, oss2, psutil
+from tqdm import tqdm
+from PIL import Image, ImageEnhance
+import config,libs_db,common
+import threading
+from concurrent.futures import ThreadPoolExecutor
+
+def find_blender_bin_path():
+    base_path = 'C:\\Program Files\\Blender Foundation\\'
+    if os.path.exists(base_path):
+        for dir in os.listdir(base_path):
+            if dir.startswith('Blender'):
+                blender_bin_path = base_path + dir + '\\blender.exe'
+                return f'"{blender_bin_path}"'
+    else:
+        print('未找到blender安装目录')
+        exit(1)
+
+def resize_photos(photo_path, ratio=0.5):
+    for filename in os.listdir(photo_path):
+        if filename.endswith('.jpg'):
+            img = Image.open(os.path.join(photo_path, filename))
+            img = rotate_image(img)
+            w, h = img.size
+            img = img.resize((int(w * ratio), int(h * ratio)))
+            img.save(os.path.join(photo_path, filename))
+            
+def rotate_image(image):
+    # 检查图像的EXIF数据是否包含方向信息
+    try:
+        exif = image._getexif()
+        orientation = exif.get(0x0112)
+    except:
+        orientation = None
+
+    # 根据方向信息旋转图像
+    if orientation == 3:
+        image = image.rotate(180, expand=True)
+    elif orientation == 6:
+        image = image.rotate(270, expand=True)
+    elif orientation == 8:
+        image = image.rotate(90, expand=True)
+    return image
+
+def get_ps_adjust_photo_para(psid):
+    res = requests.get(config.urls['get_ps_adjust_photo_para_url'], params={'id': psid})
+    print(res.json())
+    paras = res.json()['data']
+    brightness_factor, saturation_factor, temperature_factor = float(paras['brightness']), float(paras['saturation']), float(paras['colorTemperature'])
+    return brightness_factor, saturation_factor, temperature_factor
+
+def adjust_photos(workdir, pid):
+    def adjust_brightness(image, brightness_factor):
+        if brightness_factor == 1 or brightness_factor == 0 :
+            return image
+        enhancer = ImageEnhance.Brightness(image)
+        adjusted_image = enhancer.enhance(brightness_factor)
+        return adjusted_image
+
+    def adjust_saturation(image, saturation_factor):
+        if saturation_factor == 1:
+            return image
+        enhancer = ImageEnhance.Color(image)
+        adjusted_image = enhancer.enhance(saturation_factor)
+        return adjusted_image
+
+    def adjust_temperature(image, temperature_factor):
+        if temperature_factor == 1:
+            return image
+        r, g, b = image.split()
+        r = r.point(lambda i: i * temperature_factor)
+        adjusted_image = Image.merge("RGB", (r, g, b))
+        return adjusted_image
+    if not os.path.exists(os.path.join(workdir, pid, 'photo2')):
+        print(f"Directory {os.path.join(workdir, pid, 'photo2')} does not exist")
+        return False
+    
+    psid = getPSid(pid)
+    brightness_factor, saturation_factor, temperature_factor = get_ps_adjust_photo_para(psid)
+
+    if (brightness_factor == 1 and saturation_factor == 1 and temperature_factor == 1):
+        print("No need to adjust")
+        return False
+    if os.path.exists(os.path.join(workdir, pid, 'photo3')):
+        print(f'{os.path.join(workdir, pid, "photo3")}目录已存在，跳过')
+        return
+    os.makedirs(os.path.join(workdir, pid, 'photo3'), exist_ok=True)
+
+    print(f'{time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())} 开始调整图片曝光...')
+    start_time = time.time()
+    for filename in os.listdir(os.path.join(workdir, pid, 'photo2')):
+        if filename.endswith(".jpg"):
+            # print(f"Adjusting {filename}:brightness={brightness_factor}, saturation={saturation_factor}, temperature={temperature_factor}")
+            image = Image.open(os.path.join(workdir, pid, 'photo2', filename))
+            image = rotate_image(image)
+
+            brightened_image = adjust_brightness(image, brightness_factor)
+            saturated_image = adjust_saturation(brightened_image, saturation_factor)
+            adjusted_image = adjust_temperature(saturated_image, temperature_factor)
+
+            adjusted_image.save(os.path.join(workdir, pid, 'photo3', filename))
+    print(f'{time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())} 图片曝光调整完成，共费时{diff_time(start_time)}')
+    return True
+
+def getPSid(pid):
+    res = requests.get(config.urls['get_psid_url'], params={'pid': pid})
+    print('get_psid_url:', res.url)
+    print('res:', res.text)
+    res = json.loads(res.text)
+    return str(res['data'])
+
+def getHeadCount(pid):
+    res = requests.get(config.urls['get_printinfo_url'], params={'id': pid})
+    print('get_printinfo_url:', res.url)
+    print('res:', res.text)
+    if res.status_code != 200:
+        print('获取人数失败，程序退出')
+        exit(1)
+    res = json.loads(res.text)
+    return res['data']['headcount']
+
+def get_ps_type(pid):
+    # return 1:圆形影棚 2:方形影棚
+    res = requests.get(config.urls['get_ps_type_url'], params={'pid': pid})
+    return res.json()['data']['type']
+
+def find_valid_camera_on_oss(pid):
+    if get_ps_type(pid) == 1:
+        print('当前拍照影棚为：圆形影棚')
+        cameras = (103, 93, 113)
+    else:
+        print('当前拍照影棚为：方形影棚')
+        cameras = (74, 64, 84)
+    find_camera = 0
+    for camera in cameras:
+        objectkey = f'photos/{pid}/photo2/{camera}_8.jpg'
+        find = config.oss_bucket.object_exists(objectkey)
+        if find:
+            find_camera = camera
+            break
+
+    print('找到有效正脸相机:', find_camera)
+    if find_camera == 0:
+        print('{cameras}没有找到照片，程序退出')
+        exit(1)
+    return find_camera
+
+def aliyun_face(pid):
+    high = False
+    style = 'imm/detectface'
+    camera = find_valid_camera_on_oss(pid)
+    objectkey = f'photos/{pid}/photo2/{camera}_8.jpg'
+    try:
+        res = config.oss_bucket.get_object(objectkey, process=style)
+    except oss2.exceptions.NoSuchKey:
+        print('没有找到文件:', objectkey)
+        return high
+    res = json.loads(res.read())
+    if res['success']:
+        if res['Faces'] is None:
+            print('no face')
+            return None
+        else:
+            print('faces num:', len(res['Faces']))
+        for face in res['Faces']:
+            print('-' * 20)
+            print('face_id:', face['FaceId'])
+            print('gender:', face['Gender'])
+            print('age:', face['Age'])
+
+            if face['Gender'] == 'FEMALE' and face['Age'] < 22: high = True
+            if face['Gender'] == 'MALE' and face['Age'] < 15: high = True
+    else:
+        print('face detect failed...')
+    return high
+
+def down_obj_from_oss(workdir, pid, action):
+    if os.path.exists(os.path.join(workdir, action, pid)):
+        print(f'目录{os.path.join(workdir, action, pid)}已存在，跳过')
+        return
+    else:
+        os.makedirs(os.path.join(workdir, action, pid))
+
+    # 根据前缀获取文件列表
+    prefix = f'objs/{action}/{pid}/'
+    filelist = oss2.ObjectIteratorV2(config.oss_bucket, prefix=prefix)
+    print('正在下载:', prefix)
+    obj_filename = ""
+    for file in filelist:
+        filename = file.key.split('/')[-1]
+        if filename.endswith('.obj'): 
+            obj_filename = filename
+        # print('正在下载:', file.key)
+        localfile = os.path.join(workdir, action, pid, filename)
+        config.oss_bucket.get_object_to_file(file.key, localfile)
+
+    return obj_filename
+
+def set_photos_join_type(workdir, pid, photoN, mesh = '0', texture='0'):
+    photoN_path = os.path.join(workdir, pid, photoN)
+    for xmp in os.listdir(photoN_path):
+        if xmp.endswith('.xmp'):
+            xmp_path = os.path.join(photoN_path, xmp)
+            with open(xmp_path, 'r') as f:
+                lines = f.readlines()
+                lines = [line.replace('xcr:InMeshing="0"', f'xcr:InMeshing="{mesh}"') for line in lines]
+                lines = [line.replace('xcr:InMeshing="1"', f'xcr:InMeshing="{mesh}"') for line in lines]
+                lines = [line.replace('xcr:InTexturing="0"', f'xcr:InTexturing="{texture}"') for line in lines]
+                lines = [line.replace('xcr:InTexturing="1"', f'xcr:InTexturing="{texture}"') for line in lines]
+                with open(xmp_path, 'w') as f:
+                    f.writelines(lines)
+
+def set_photo_join_type(workdir, pid, photoN, camera_id, mesh = '0', texture='0'):
+    if photoN == 'photo1':
+        filename = os.path.join(workdir, pid, photoN, f'{camera_id}_1.xmp')
+    else:
+        filename = os.path.join(workdir, pid, photoN, f'{camera_id}_8.xmp')
+    with open(filename, 'r') as f:
+        lines = f.readlines()
+        lines = [line.replace('xcr:InMeshing="0"', f'xcr:InMeshing="{mesh}"') for line in lines]
+        lines = [line.replace('xcr:InMeshing="1"', f'xcr:InMeshing="{mesh}"') for line in lines]
+        lines = [line.replace('xcr:InTexturing="0"', f'xcr:InTexturing="{texture}"') for line in lines]
+        lines = [line.replace('xcr:InTexturing="1"', f'xcr:InTexturing="{texture}"') for line in lines]
+        with open(filename, 'w') as f:
+            f.writelines(lines)
+
+def down_from_oss(oss_client, workdir, pid, per=100,photoPath=""):
+    start_time = time.time()
+    path = os.path.join(workdir, pid)
+    if os.path.exists(path): 
+        print(f"Directory {path} already exists, skip")
+        return
+    os.makedirs(os.path.join(path, 'photo1'))
+    os.makedirs(os.path.join(path, 'photo2'))
+    
+    psid = getPSid(pid)
+    # 根据前缀获取文件列表
+    prefix = f'photos/{pid}/'
+    filelist = oss2.ObjectIteratorV2(oss_client, prefix=prefix)
+    for file in tqdm(filelist):
+        filename = file.key.split('/')[-1]
+        localfile = ""
+        # print('正在下载:', file.key)
+        if photoPath == "":
+            if filename.endswith('_1.jpg'):
+                localfile = os.path.join(path, 'photo1', filename)
+            else:
+                localfile = os.path.join(path, 'photo2', filename)
+        else:
+            if photoPath=="1":
+                if filename.endswith('_1.jpg'):
+                    localfile = os.path.join(path, 'photo1', filename)
+            else:
+                if filename.endswith('_8.jpg'):
+                    localfile = os.path.join(path, 'photo2', filename)
+        if localfile == "":
+            continue
+        style = f'image/resize,p_{per}'
+        if per == 100:
+            oss_client.get_object_to_file(file.key, localfile)
+        else:
+            oss_client.get_object_to_file(file.key, localfile, process=style)
+        
+        #判断localfile 是否有包含 photo2
+    
+    
+    #遍历处理photo2的数数据
+    # if str(psid) == "96" or str(pid) == "118994":
+    #     path = os.path.join(workdir, pid, 'photo2')
+    #     files = []
+    #     for fileName in os.listdir(path):
+    #         if ".jpg" in fileName:
+    #             files.append(path+"\\"+fileName)
+    #     beginTime =  time.time()
+    #     with ThreadPoolExecutor(max_workers=6) as executor:
+    #         executor.map(process_image, files)
+              
+    #     print(f'{localfile}灰度处理费时{diff_time(beginTime)}')
+
+     
+    print(f'{time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())} pid: {pid} 图片下载完成, 共费时{diff_time(start_time)}')
+
+#灰度处理图片
+def process_image(localfile):
+    if ".jpg" in localfile:
+        common.remove_gray_and_sharpening(localfile)
+
+def get_defineDistances(psid):
+    res = ''
+    distances = libs_db.get_floor_sticker_distances(psid).split(';')
+    print("distances",distances)
+    for d in distances:
+        p1, p2, distance = d.split(' ')
+        res = res + f' -defineDistance {p1} {p2} {distance}'
+    return res.strip()
+
+def is_running(psname):
+    for p in psutil.process_iter(['name']):
+        if psname.strip() in p.info['name']:
+            return True
+    return False
+
+def diff_time(start_time):
+    # 按照分:秒的方式返回时间差
+    end_time = time.time()
+    diff = end_time - start_time
+    m, s = divmod(diff, 60)
+    return f'{int(m)}分{int(s)}秒'
+
+def down_obj_from_oss_for_fix(workdir, pid, action):
+    if os.path.exists(os.path.join(workdir, action, pid)):
+        print(f'目录{os.path.join(workdir, action, pid)}已存在，跳过')
+        return
+    else:
+        os.makedirs(os.path.join(workdir, action, pid))
+
+    # 根据前缀获取文件列表
+    prefix = f'objs/{action}/{pid}/'
+    filelist = oss2.ObjectIteratorV2(config.oss_bucket, prefix=prefix)
+    print('正在下载:', prefix)
+    obj_filename = ""
+    for file in filelist:
+        filename = file.key.split('/')[-1]
+        if filename.endswith(f'{pid}.obj') == False:
+            continue
+        
+        if filename.endswith('.obj'): 
+            obj_filename = filename
+
+        # print('正在下载:', file.key)
+        localfile = os.path.join(workdir, action, pid, filename)
+        config.oss_bucket.get_object_to_file(file.key, localfile)
+    return obj_filename
+
+def down_obj_from_oss_for_repeat_texture(workdir, pid, action):
+    print(os.path.join(workdir, pid))
+    if not os.path.exists(os.path.join(workdir, pid)):
+        print("目录不存在,无法处理")
+        return "error"
+
+    #判断是否有专门新建的目录用来重新贴图
+    newPath = os.path.join(workdir, pid,'repeat_texture','completion_cloud')
+    if not os.path.exists(newPath):
+        os.makedirs(newPath)
+
+
+    # 根据前缀获取文件列表
+    prefix = f'objs/{action}/{pid}/ai/repeat_texture/completion_cloud'
+    filelist = oss2.ObjectIteratorV2(config.oss_bucket, prefix=prefix)
+    print('正在下载:', prefix)
+    for file in filelist:
+        filename = file.key.split('/')[-1]
+        if filename == "":
+            continue
+        localfile = os.path.join(newPath, filename)
+        config.oss_bucket.get_object_to_file(file.key, localfile)
+    return newPath
+
+
+
+
+def down_obj_from_oss_auto(pid,action,pathStr):
+    #pathStr = os.path.join(workdir, str(pid)+"_ai")
+    if not os.path.exists(pathStr):
+        os.makedirs(pathStr)
+
+    # 根据前缀获取文件列表
+    prefix = f'objs/{action}/{pid}'
+    filelist = oss2.ObjectIteratorV2(config.oss_bucket, prefix=prefix)
+    print('正在下载:', prefix)
+    for file in filelist:
+        filename = file.key.split('/')[-1]
+        if filename == "":
+            continue
+        
+        if filename != f"{pid}.jpg" and filename != f"{pid}.obj" and filename != f"{pid}.mtl":
+            continue
+
+        print(filename)
+        localfile = os.path.join(pathStr, filename)
+        config.oss_bucket.get_object_to_file(file.key, localfile)