add shitu_index_manager

deploy/shitu_index_manager/README.md

+../../docs/zh_CN/inference_deployment/shitu_gallery_manager.md
\ No newline at end of file

deploy/shitu_index_manager/index_manager.py

+# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import os
+import sys
+from PyQt5 import QtCore, QtGui, QtWidgets
+import mod.mainwindow
+
+from paddleclas.deploy.utils import config, logger
+from paddleclas.deploy.python.predict_rec import RecPredictor
+from fastapi import FastAPI
+import uvicorn
+import numpy as np
+import faiss
+from typing import List
+import pickle
+import cv2
+import socket
+import json
+import operator
+from multiprocessing import Process
+"""
+完整的index库如下:
+root_path/            # 库存储目录
+|-- image_list.txt     # 图像列表，每行：image_path label。由前端生成及修改。后端只读
+|-- features.pkl       # 建库之后，保存的embedding向量，后端生成，前端无需操作
+|-- images             # 图像存储目录，由前端生成及增删查等操作。后端只读
+|   |-- md5.jpg
+|   |-- md5.jpg
+|   |-- ……
+|-- index              # 真正的生成的index库存储目录，后端生成及操作，前端无需操作。
+|   |-- vector.index   # faiss生成的索引库
+|   |-- id_map.pkl     # 索引文件
+"""
+
+
+class ShiTuIndexManager(object):
+
+    def __init__(self, config):
+        self.root_path = None
+        self.image_list_path = "image_list.txt"
+        self.image_dir = "images"
+        self.index_path = "index/vector.index"
+        self.id_map_path = "index/id_map.pkl"
+        self.features_path = "features.pkl"
+        self.index = None
+        self.id_map = None
+        self.features = None
+        self.config = config
+        self.predictor = RecPredictor(config)
+
+    def _load_pickle(self, path):
+        if os.path.exists(path):
+            return pickle.load(open(path, 'rb'))
+        else:
+            return None
+
+    def _save_pickle(self, path, data):
+        if not os.path.exists(os.path.dirname(path)):
+            os.makedirs(os.path.dirname(path), exist_ok=True)
+        with open(path, 'wb') as fd:
+            pickle.dump(data, fd)
+
+    def _load_index(self):
+        self.index = faiss.read_index(
+            os.path.join(self.root_path, self.index_path))
+        self.id_map = self._load_pickle(
+            os.path.join(self.root_path, self.id_map_path))
+        self.features = self._load_pickle(
+            os.path.join(self.root_path, self.features_path))
+
+    def _save_index(self, index, id_map, features):
+        faiss.write_index(index, os.path.join(self.root_path, self.index_path))
+        self._save_pickle(os.path.join(self.root_path, self.id_map_path),
+                          id_map)
+        self._save_pickle(os.path.join(self.root_path, self.features_path),
+                          features)
+
+    def _update_path(self, root_path, image_list_path=None):
+        if root_path == self.root_path:
+            pass
+        else:
+            self.root_path = root_path
+            if not os.path.exists(os.path.join(root_path, "index")):
+                os.mkdir(os.path.join(root_path, "index"))
+            if image_list_path is not None:
+                self.image_list_path = image_list_path
+
+    def _cal_featrue(self, image_list):
+        batch_images = []
+        featrures = None
+        cnt = 0
+        for idx, image_path in enumerate(image_list):
+            image = cv2.imread(image_path)
+            if image is None:
+                return "{} is broken or not exist. Stop"
+            else:
+                image = image[:, :, ::-1]
+                batch_images.append(image)
+                cnt += 1
+            if cnt % self.config["Global"]["batch_size"] == 0 or (
+                    idx + 1) == len(image_list):
+                if len(batch_images) == 0:
+                    continue
+                batch_results = self.predictor.predict(batch_images)
+                featrures = batch_results if featrures is None else np.concatenate(
+                    (featrures, batch_results), axis=0)
+                batch_images = []
+        return featrures
+
+    def _split_datafile(self, data_file, image_root):
+        '''
+        data_file: image path and info, which can be splitted by spacer
+        image_root: image path root
+        delimiter: delimiter
+        '''
+        gallery_images = []
+        gallery_docs = []
+        gallery_ids = []
+        with open(data_file, 'r', encoding='utf-8') as f:
+            lines = f.readlines()
+            for _, ori_line in enumerate(lines):
+                line = ori_line.strip().split()
+                text_num = len(line)
+                assert text_num >= 2, f"line({ori_line}) must be splitted into at least 2 parts, but got {text_num}"
+                image_file = os.path.join(image_root, line[0])
+
+                gallery_images.append(image_file)
+                gallery_docs.append(ori_line.strip())
+                gallery_ids.append(os.path.basename(line[0]).split(".")[0])
+
+        return gallery_images, gallery_docs, gallery_ids
+
+    def create_index(self,
+                     image_list: str,
+                     index_method: str = "HNSW32",
+                     image_root: str = None):
+        if not os.path.exists(image_list):
+            return "{} is not exist".format(image_list)
+        if index_method.lower() not in ['hnsw32', 'ivf', 'flat']:
+            return "The index method Only support: HNSW32, IVF, Flat"
+        self._update_path(os.path.dirname(image_list), image_list)
+
+        # get image_paths
+        image_root = image_root if image_root is not None else self.root_path
+        gallery_images, gallery_docs, image_ids = self._split_datafile(
+            image_list, image_root)
+
+        # gernerate index
+        if index_method == "IVF":
+            index_method = index_method + str(
+                min(max(int(len(gallery_images) // 32), 2), 65536)) + ",Flat"
+        index = faiss.index_factory(
+            self.config["IndexProcess"]["embedding_size"], index_method,
+            faiss.METRIC_INNER_PRODUCT)
+        self.index = faiss.IndexIDMap2(index)
+        features = self._cal_featrue(gallery_images)
+        self.index.train(features)
+        index_ids = np.arange(0, len(gallery_images)).astype(np.int64)
+        self.index.add_with_ids(features, index_ids)
+
+        self.id_map = dict()
+        for i, d in zip(list(index_ids), gallery_docs):
+            self.id_map[i] = d
+
+        self.features = {
+            "features": features,
+            "index_method": index_method,
+            "image_ids": image_ids,
+            "index_ids": index_ids.tolist()
+        }
+        self._save_index(self.index, self.id_map, self.features)
+
+    def open_index(self, root_path: str, image_list_path: str) -> str:
+        self._update_path(root_path)
+        _, _, image_ids = self._split_datafile(image_list_path, root_path)
+        if os.path.exists(os.path.join(self.root_path, self.index_path)) and \
+                os.path.exists(os.path.join(self.root_path, self.id_map_path)) and \
+                os.path.exists(os.path.join(self.root_path, self.features_path)):
+            self._update_path(root_path)
+            self._load_index()
+            if operator.eq(set(image_ids), set(self.features['image_ids'])):
+                return ""
+            else:
+                return "The image list is different from index, Please update index"
+        else:
+            return "File not exist: features.pkl, vector.index, id_map.pkl"
+
+    def update_index(self, image_list: str, image_root: str = None) -> str:
+        if self.index and self.id_map and self.features:
+            image_paths, image_docs, image_ids = self._split_datafile(
+                image_list,
+                image_root if image_root is not None else self.root_path)
+
+            # for add image
+            add_ids = list(
+                set(image_ids).difference(set(self.features["image_ids"])))
+            add_indexes = [i for i, x in enumerate(image_ids) if x in add_ids]
+            add_image_paths = [image_paths[i] for i in add_indexes]
+            add_image_docs = [image_docs[i] for i in add_indexes]
+            add_image_ids = [image_ids[i] for i in add_indexes]
+            self._add_index(add_image_paths, add_image_docs, add_image_ids)
+
+            # delete images
+            delete_ids = list(
+                set(self.features["image_ids"]).difference(set(image_ids)))
+            self._delete_index(delete_ids)
+            self._save_index(self.index, self.id_map, self.features)
+            return ""
+        else:
+            return "Failed. Please create or open index first"
+
+    def _add_index(self, image_list: List, image_docs: List, image_ids: List):
+        if len(image_ids) == 0:
+            return
+        featrures = self._cal_featrue(image_list)
+        index_ids = (np.arange(0, len(image_list)) + max(self.id_map.keys()) +
+                     1).astype(np.int64)
+        self.index.add_with_ids(featrures, index_ids)
+
+        for i, d in zip(index_ids, image_docs):
+            self.id_map[i] = d
+
+        self.features['features'] = np.concatenate(
+            [self.features['features'], featrures], axis=0)
+        self.features['image_ids'].extend(image_ids)
+        self.features['index_ids'].extend(index_ids.tolist())
+
+    def _delete_index(self, image_ids: List):
+        if len(image_ids) == 0:
+            return
+        indexes = [
+            i for i, x in enumerate(self.features['image_ids'])
+            if x in image_ids
+        ]
+        self.features["features"] = np.delete(self.features["features"],
+                                              indexes,
+                                              axis=0)
+        self.features["image_ids"] = np.delete(np.asarray(
+            self.features["image_ids"]),
+                                               indexes,
+                                               axis=0).tolist()
+        index_ids = np.delete(np.asarray(self.features["index_ids"]),
+                              indexes,
+                              axis=0).tolist()
+        id_map_values = [self.id_map[i] for i in index_ids]
+        self.index.reset()
+        ids = np.arange(0, len(id_map_values)).astype(np.int64)
+        self.index.add_with_ids(self.features['features'], ids)
+        self.id_map.clear()
+        for i, d in zip(ids, id_map_values):
+            self.id_map[i] = d
+        self.features["index_ids"] = ids
+
+
+app = FastAPI()
+
+
+@app.get("/new_index")
+def new_index(image_list_path: str,
+              index_method: str = "HNSW32",
+              index_root_path: str = None,
+              force: bool = False):
+    result = ""
+    try:
+        if index_root_path is not None:
+            image_list_path = os.path.join(index_root_path, image_list_path)
+        index_path = os.path.join(index_root_path, "index", "vector.index")
+        id_map_path = os.path.join(index_root_path, "index", "id_map.pkl")
+
+        if not (os.path.exists(index_path)
+                and os.path.exists(id_map_path)) or force:
+            manager.create_index(image_list_path, index_method, index_root_path)
+        else:
+            result = "There alrealy has index in {}".format(index_root_path)
+    except Exception as e:
+        result = e.__str__()
+    data = {"error_message": result}
+    return json.dumps(data).encode()
+
+
+@app.get("/open_index")
+def open_index(index_root_path: str, image_list_path: str):
+    result = ""
+    try:
+        image_list_path = os.path.join(index_root_path, image_list_path)
+        result = manager.open_index(index_root_path, image_list_path)
+    except Exception as e:
+        result = e.__str__()
+
+    data = {"error_message": result}
+    return json.dumps(data).encode()
+
+
+@app.get("/update_index")
+def update_index(image_list_path: str, index_root_path: str = None):
+    result = ""
+    try:
+        if index_root_path is not None:
+            image_list_path = os.path.join(index_root_path, image_list_path)
+        result = manager.update_index(image_list=image_list_path,
+                                      image_root=index_root_path)
+    except Exception as e:
+        result = e.__str__()
+    data = {"error_message": result}
+    return json.dumps(data).encode()
+
+
+def FrontInterface(server_process=None):
+    front = QtWidgets.QApplication([])
+    main_window = mod.mainwindow.MainWindow(process=server_process)
+    main_window.showMaximized()
+    sys.exit(front.exec_())
+
+
+def Server(args):
+    [app, host, port] = args
+    uvicorn.run(app, host=host, port=port)
+
+
+if __name__ == '__main__':
+    args = config.parse_args()
+    model_config = config.get_config(args.config,
+                                     overrides=args.override,
+                                     show=True)
+    manager = ShiTuIndexManager(model_config)
+    try:
+        ip = socket.gethostbyname(socket.gethostname())
+    except:
+        ip = '127.0.0.1'
+    port = 8000
+    p_server = Process(target=Server, args=([app, ip, port],))
+    p_server.start()
+    #  p_client = Process(target=FrontInterface, args=())
+    #  p_client.start()
+    #  p_client.join()
+    FrontInterface(p_server)
+    p_server.terminate()
+    sys.exit(0)

deploy/shitu_index_manager/mod/classify_ui_context.py

+import os
+
+from PyQt5 import QtCore, QtWidgets
+from mod import image_list_manager as imglistmgr
+from mod import utils
+from mod import ui_addclassifydialog
+from mod import ui_renameclassifydialog
+
+
+class ClassifyUiContext(QtCore.QObject):
+    # 分类界面相关业务
+    selected = QtCore.pyqtSignal(str)  # 选择分类信号
+
+    def __init__(self, ui: QtWidgets.QListView, parent: QtWidgets.QMainWindow,
+                 image_list_mgr: imglistmgr.ImageListManager):
+        super(ClassifyUiContext, self).__init__()
+        self.__ui = ui
+        self.__parent = parent
+        self.__imageListMgr = image_list_mgr
+        self.__menu = QtWidgets.QMenu()
+        self.__initMenu()
+        self.__initUi()
+        self.__connectSignal()
+
+    @property
+    def ui(self):
+        return self.__ui
+
+    @property
+    def parent(self):
+        return self.__parent
+
+    @property
+    def imageListManager(self):
+        return self.__imageListMgr
+
+    @property
+    def menu(self):
+        return self.__menu
+
+    def __initUi(self):
+        """初始化分类界面"""
+        self.__ui.setEditTriggers(QtWidgets.QAbstractItemView.NoEditTriggers)
+
+    def __connectSignal(self):
+        """连接信号"""
+        self.__ui.clicked.connect(self.uiClicked)
+        self.__ui.doubleClicked.connect(self.uiDoubleClicked)
+
+    def __initMenu(self):
+        """初始化分类界面菜单"""
+        utils.setMenu(self.__menu, "添加分类", self.addClassify)
+        utils.setMenu(self.__menu, "移除分类", self.removeClassify)
+        utils.setMenu(self.__menu, "重命名分类", self.renemeClassify)
+
+        self.__ui.setContextMenuPolicy(QtCore.Qt.CustomContextMenu)
+        self.__ui.customContextMenuRequested.connect(self.__showMenu)
+
+    def __showMenu(self, pos):
+        """显示分类界面菜单"""
+        if len(self.__imageListMgr.filePath) > 0:
+            self.__menu.exec_(self.__ui.mapToGlobal(pos))
+
+    def setClassifyList(self, classify_list):
+        """设置分类列表"""
+        list_model = QtCore.QStringListModel(classify_list)
+        self.__ui.setModel(list_model)
+
+    def uiClicked(self, index):
+        """分类列表点击"""
+        if not self.__ui.currentIndex().isValid():
+            return
+        txt = index.data()
+        self.selected.emit(txt)
+
+    def uiDoubleClicked(self, index):
+        """分类列表双击"""
+        if not self.__ui.currentIndex().isValid():
+            return
+        ole_name = index.data()
+        dlg = QtWidgets.QDialog(parent=self.parent)
+        ui = ui_renameclassifydialog.Ui_RenameClassifyDialog()
+        ui.setupUi(dlg)
+        ui.oldNameLineEdit.setText(ole_name)
+        result = dlg.exec_()
+        new_name = ui.newNameLineEdit.text()
+        if result == QtWidgets.QDialog.Accepted:
+            mgr_result = self.__imageListMgr.renameClassify(ole_name, new_name)
+            if not mgr_result:
+                QtWidgets.QMessageBox.warning(self.parent, "重命名分类", "重命名分类错误")
+            else:
+                self.setClassifyList(self.__imageListMgr.classifyList)
+                self.__imageListMgr.writeFile()
+
+    def addClassify(self):
+        """添加分类"""
+        if not os.path.exists(self.__imageListMgr.filePath):
+            QtWidgets.QMessageBox.information(self.__parent, "提示",
+                                              "请先打开正确的图像库")
+            return
+        dlg = QtWidgets.QDialog(parent=self.parent)
+        ui = ui_addclassifydialog.Ui_AddClassifyDialog()
+        ui.setupUi(dlg)
+        result = dlg.exec_()
+        txt = ui.lineEdit.text()
+        if result == QtWidgets.QDialog.Accepted:
+            mgr_result = self.__imageListMgr.addClassify(txt)
+            if not mgr_result:
+                QtWidgets.QMessageBox.warning(self.parent, "添加分类", "添加分类错误")
+            else:
+                self.setClassifyList(self.__imageListMgr.classifyList)
+
+    def removeClassify(self):
+        """移除分类"""
+        if not os.path.exists(self.__imageListMgr.filePath):
+            QtWidgets.QMessageBox.information(self.__parent, "提示",
+                                              "请先打开正确的图像库")
+            return
+        if not self.__ui.currentIndex().isValid():
+            return
+        classify = self.__ui.currentIndex().data()
+        result = QtWidgets.QMessageBox.information(
+            self.parent,
+            "移除分类",
+            "确定移除分类: {}".format(classify),
+            buttons=QtWidgets.QMessageBox.Ok | QtWidgets.QMessageBox.Cancel,
+            defaultButton=QtWidgets.QMessageBox.Cancel)
+        if result == QtWidgets.QMessageBox.Ok:
+            if len(self.__imageListMgr.imageList(classify)) > 0:
+                QtWidgets.QMessageBox.warning(self.parent, "移除分类",
+                                              "分类下存在图片，请先移除图片")
+            else:
+                self.__imageListMgr.removeClassify(classify)
+                self.setClassifyList(self.__imageListMgr.classifyList())
+
+    def renemeClassify(self):
+        """重命名分类"""
+        idx = self.__ui.currentIndex()
+        if idx.isValid():
+            self.uiDoubleClicked(idx)
+
+    def searchClassify(self, classify):
+        """查找分类"""
+        self.setClassifyList(self.__imageListMgr.findLikeClassify(classify))

deploy/shitu_index_manager/mod/image_list_manager.py

+import os
+
+
+class ImageListManager:
+    """
+    图像列表文件管理器
+    """
+    def __init__(self, file_path="", encoding="utf-8"):
+        self.__filePath = ""
+        self.__dirName = ""
+        self.__dataList = {}
+        self.__findLikeClassifyResult = []
+        if file_path != "":
+            self.readFile(file_path, encoding)
+
+    @property
+    def filePath(self):
+        return self.__filePath
+
+    @property
+    def dirName(self):
+        return self.__dirName
+
+    @dirName.setter
+    def dirName(self, value):
+        self.__dirName = value
+
+    @property
+    def dataList(self):
+        return self.__dataList
+
+    @property
+    def classifyList(self):
+        return self.__dataList.keys()
+
+    @property
+    def findLikeClassifyResult(self):
+        return self.__findLikeClassifyResult
+
+    def imageList(self, classify: str):
+        """
+        获取分类下的图片列表
+
+        Args:
+            classify (str): 分类名称
+
+        Returns:
+            list: 图片列表
+        """
+        return self.__dataList[classify]
+
+    def readFile(self, file_path: str, encoding="utf-8"):
+        """
+        读取文件内容
+
+        Args:
+            file_path (str): 文件路径
+            encoding (str, optional): 文件编码. 默认 "utf-8".
+
+        Raises:
+            Exception: 文件不存在
+        """
+        if not os.path.exists(file_path):
+            raise Exception("文件不存在：{}".format(file_path))
+        self.__filePath = file_path
+        self.__dirName = os.path.dirname(self.__filePath)
+        self.__readData(file_path, encoding)
+
+    def __readData(self, file_path: str, encoding="utf-8"):
+        """
+        读取文件内容
+
+        Args:
+            file_path (str): 文件路径
+            encoding (str, optional): 文件编码. 默认 "utf-8".
+        """
+        with open(file_path, "r", encoding=encoding) as f:
+            self.__dataList.clear()
+            for line in f:
+                line = line.rstrip("\n")
+                data = line.split("\t")
+                self.__appendData(data)
+
+    def __appendData(self, data: list):
+        """
+        添加数据
+
+        Args:
+            data (list): 数据
+        """
+        if data[1] not in self.__dataList:
+            self.__dataList[data[1]] = []
+        self.__dataList[data[1]].append(data[0])
+
+    def writeFile(self, file_path="", encoding="utf-8"):
+        """
+        写入文件
+
+        Args:
+            file_path (str, optional): 文件路径. 默认 "".
+            encoding (str, optional): 文件编码. 默认 "utf-8".
+        """
+        if file_path == "":
+            file_path = self.__filePath
+        if not os.path.exists(file_path):
+            return False
+        self.__dirName = os.path.dirname(self.__filePath)
+        lines = []
+        for classify in self.__dataList.keys():
+            for path in self.__dataList[classify]:
+                lines.append("{}\t{}\n".format(path, classify))
+        with open(file_path, "w", encoding=encoding) as f:
+            f.writelines(lines)
+        return True
+
+    def realPath(self, image_path: str):
+        """
+        获取真实路径
+
+        Args:
+            image_path (str): 图片路径
+        """
+        return os.path.join(self.__dirName, image_path)
+
+    def realPathList(self, classify: str):
+        """
+        获取分类下的真实路径列表
+
+        Args:
+            classify (str): 分类名称
+
+        Returns:
+            list: 真实路径列表
+        """
+        if classify not in self.classifyList:
+            return []
+        paths = self.__dataList[classify]
+        if len(paths) == 0:
+            return []
+        for i in range(len(paths)):
+            paths[i] = os.path.join(self.__dirName, paths[i])
+        return paths
+
+    def findLikeClassify(self, name: str):
+        """
+        查找类似的分类名称
+
+        Args:
+            name (str): 分类名称
+
+        Returns:
+            list: 类似的分类名称列表
+        """
+        self.__findLikeClassifyResult.clear()
+        for classify in self.__dataList.keys():
+            word = str(name)
+            if (word in classify):
+                self.__findLikeClassifyResult.append(classify)
+        return self.__findLikeClassifyResult
+
+    def addClassify(self, classify: str):
+        """
+        添加分类
+
+        Args:
+            classify (str): 分类名称
+
+        Returns:
+            bool: 如果分类名称已经存在，返回False，否则添加分类并返回True
+        """
+        if classify in self.__dataList:
+            return False
+        self.__dataList[classify] = []
+        return True
+
+    def removeClassify(self, classify: str):
+        """
+        移除分类
+
+        Args:
+            classify (str): 分类名称
+
+        Returns:
+            bool: 如果分类名称不存在，返回False，否则移除分类并返回True
+        """
+        if classify not in self.__dataList:
+            return False
+        self.__dataList.pop(classify)
+        return True
+
+    def renameClassify(self, old_classify: str, new_classify: str):
+        """
+        重命名分类名称
+
+        Args:
+            old_classify (str): 原分类名称
+            new_classify (str): 新分类名称
+
+        Returns:
+            bool: 如果原分类名称不存在，或者新分类名称已经存在，返回False，否则重命名分类名称并返回True
+        """
+        if old_classify not in self.__dataList:
+            return False
+        if new_classify in self.__dataList:
+            return False
+        self.__dataList[new_classify] = self.__dataList[old_classify]
+        self.__dataList.pop(old_classify)
+        return True
+
+    def allClassfiyNotEmpty(self):
+        """
+        检查所有分类是否都有图片
+
+        Returns:
+            bool: 如果有一个分类没有图片，返回False，否则返回True
+        """
+        for classify in self.__dataList.keys():
+            if len(self.__dataList[classify]) == 0:
+                return False
+        return True
+
+    def resetImageList(self, classify: str, image_list: list):
+        """
+        重置图片列表
+
+        Args:
+            classify (str): 分类名称
+            image_list (list): 图片相对路径列表
+
+        Returns:
+            bool: 如果分类名称不存在，返回False，否则重置图片列表并返回True
+        """
+        if classify not in self.__dataList:
+            return False
+        self.__dataList[classify] = image_list
+        return True

deploy/shitu_index_manager/mod/image_list_ui_context.py

+import os
+from stat import filemode
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+from mod import image_list_manager as imglistmgr
+from mod import utils
+from mod import ui_renameclassifydialog
+from mod import imageeditclassifydialog
+
+# 图像缩放基数
+BASE_IMAGE_SIZE = 64
+
+
+class ImageListUiContext(QtCore.QObject):
+    # 图片列表界面相关业务，style sheet 在 MainWindow.ui 相应的 ImageListWidget 中设置
+    listCount = QtCore.pyqtSignal(int)  # 图像列表图像的数量
+    selectedCount = QtCore.pyqtSignal(int)  # 图像列表选择图像的数量
+
+    def __init__(self, ui: QtWidgets.QListWidget,
+                 parent: QtWidgets.QMainWindow,
+                 image_list_mgr: imglistmgr.ImageListManager):
+        super(ImageListUiContext, self).__init__()
+        self.__ui = ui
+        self.__parent = parent
+        self.__imageListMgr = image_list_mgr
+        self.__initUi()
+        self.__menu = QtWidgets.QMenu()
+        self.__initMenu()
+        self.__connectSignal()
+        self.__selectedClassify = ""
+        self.__imageScale = 1
+
+    @property
+    def ui(self):
+        return self.__ui
+
+    @property
+    def parent(self):
+        return self.__parent
+
+    @property
+    def imageListManager(self):
+        return self.__imageListMgr
+
+    @property
+    def menu(self):
+        return self.__menu
+
+    def __initUi(self):
+        """初始化图片列表样式"""
+        self.__ui.setViewMode(QtWidgets.QListView.IconMode)
+        self.__ui.setSpacing(15)
+        self.__ui.setMovement(QtWidgets.QListView.Static)
+        self.__ui.setSelectionMode(
+            QtWidgets.QAbstractItemView.ExtendedSelection)
+
+    def __initMenu(self):
+        """初始化图片列表界面菜单"""
+        utils.setMenu(self.__menu, "添加图片", self.addImage)
+        utils.setMenu(self.__menu, "移除图片", self.removeImage)
+        utils.setMenu(self.__menu, "编辑图片分类", self.editImageClassify)
+        self.__menu.addSeparator()
+        utils.setMenu(self.__menu, "选择全部图片", self.selectAllImage)
+        utils.setMenu(self.__menu, "反向选择图片", self.reverseSelectImage)
+        utils.setMenu(self.__menu, "取消选择图片", self.cancelSelectImage)
+
+        self.__ui.setContextMenuPolicy(QtCore.Qt.CustomContextMenu)
+        self.__ui.customContextMenuRequested.connect(self.__showMenu)
+
+    def __showMenu(self, pos):
+        """显示图片列表界面菜单"""
+        if len(self.__imageListMgr.filePath) > 0:
+            self.__menu.exec_(self.__ui.mapToGlobal(pos))
+
+    def __connectSignal(self):
+        """连接信号与槽"""
+        self.__ui.itemSelectionChanged.connect(self.onSelectionChanged)
+
+    def setImageScale(self, scale: int):
+        """设置图片大小"""
+        self.__imageScale = scale
+        size = QtCore.QSize(scale * BASE_IMAGE_SIZE, scale * BASE_IMAGE_SIZE)
+        self.__ui.setIconSize(size)
+        for i in range(self.__ui.count()):
+            item = self.__ui.item(i)
+            item.setSizeHint(size)
+
+    def setImageList(self, classify: str):
+        """设置图片列表"""
+        size = QtCore.QSize(self.__imageScale * BASE_IMAGE_SIZE,
+                            self.__imageScale * BASE_IMAGE_SIZE)
+        self.__selectedClassify = classify
+        image_list = self.__imageListMgr.imageList(classify)
+        self.__ui.clear()
+        count = 0
+        for i in image_list:
+            item = QtWidgets.QListWidgetItem(self.__ui)
+            item.setIcon(QtGui.QIcon(self.__imageListMgr.realPath(i)))
+            item.setData(QtCore.Qt.UserRole, i)
+            item.setSizeHint(size)
+            self.__ui.addItem(item)
+            count += 1
+        self.listCount.emit(count)
+
+    def clear(self):
+        """清除图片列表"""
+        self.__ui.clear()
+
+    def addImage(self):
+        """添加图片"""
+        if not os.path.exists(self.__imageListMgr.filePath):
+            QtWidgets.QMessageBox.information(self.__parent, "提示",
+                                              "请先打开正确的图像库")
+            return
+        filter = "图片 (*.png *.jpg *.jpeg *.PNG *.JPG *.JPEG);;所有文件(*.*)"
+        dlg = QtWidgets.QFileDialog(self.__parent)
+        dlg.setFileMode(QtWidgets.QFileDialog.ExistingFiles)  # 多选文件
+        dlg.setViewMode(QtWidgets.QFileDialog.Detail)  # 详细模式
+        file_paths = dlg.getOpenFileNames(filter=filter)[0]
+        if len(file_paths) == 0:
+            return
+        image_list_dir = self.__imageListMgr.dirName
+        file_list = []
+        for path in file_paths:
+            if not os.path.exists(path):
+                continue
+            new_file = self.__copyToImagesDir(path)
+            if new_file != "" and image_list_dir in new_file:
+                # 去掉 image_list_dir 的路径和斜杠
+                begin = len(image_list_dir) + 1
+                file_list.append(new_file[begin:])
+        if len(file_list) > 0:
+            if self.__selectedClassify == "":
+                QtWidgets.QMessageBox.warning(self.__parent, "提示", "请先选择分类")
+                return
+            new_list = self.__imageListMgr.imageList(
+                self.__selectedClassify) + file_list
+            self.__imageListMgr.resetImageList(self.__selectedClassify,
+                                               new_list)
+            self.setImageList(self.__selectedClassify)
+            self.__imageListMgr.writeFile()
+
+    def __copyToImagesDir(self, image_path: str):
+        md5 = utils.fileMD5(image_path)
+        file_ext = utils.fileExtension(image_path)
+        to_dir = os.path.join(self.__imageListMgr.dirName, "images")
+        new_path = os.path.join(to_dir, md5 + file_ext)
+        if os.path.exists(to_dir):
+            utils.copyFile(image_path, new_path)
+            return new_path
+        else:
+            return ""
+
+    def removeImage(self):
+        """移除图片"""
+        if not os.path.exists(self.__imageListMgr.filePath):
+            QtWidgets.QMessageBox.information(self.__parent, "提示",
+                                              "请先打开正确的图像库")
+            return
+        path_list = []
+        image_list = self.__ui.selectedItems()
+        if len(image_list) == 0:
+            return
+        question = QtWidgets.QMessageBox.question(self.__parent, "移除图片",
+                                                  "确定移除所选图片吗？")
+        if question == QtWidgets.QMessageBox.No:
+            return
+        for i in range(self.__ui.count()):
+            item = self.__ui.item(i)
+            img_path = item.data(QtCore.Qt.UserRole)
+            if not item.isSelected():
+                path_list.append(img_path)
+            else:
+                # 从磁盘上删除图片
+                utils.removeFile(
+                    os.path.join(self.__imageListMgr.dirName, img_path))
+        self.__imageListMgr.resetImageList(self.__selectedClassify, path_list)
+        self.setImageList(self.__selectedClassify)
+        self.__imageListMgr.writeFile()
+
+    def editImageClassify(self):
+        """编辑图片分类"""
+        old_classify = self.__selectedClassify
+        dlg = imageeditclassifydialog.ImageEditClassifyDialog(
+            parent=self.__parent,
+            old_classify=old_classify,
+            classify_list=self.__imageListMgr.classifyList)
+        result = dlg.exec_()
+        new_classify = dlg.newClassify
+        if result == QtWidgets.QDialog.Accepted \
+                and new_classify != old_classify \
+                and new_classify != "":
+            self.__moveImage(old_classify, new_classify)
+            self.__imageListMgr.writeFile()
+
+    def __moveImage(self, old_classify, new_classify):
+        """移动图片"""
+        keep_list = []
+        is_selected = False
+        move_list = self.__imageListMgr.imageList(new_classify)
+        for i in range(self.__ui.count()):
+            item = self.__ui.item(i)
+            txt = item.data(QtCore.Qt.UserRole)
+            if item.isSelected():
+                move_list.append(txt)
+                is_selected = True
+            else:
+                keep_list.append(txt)
+        if is_selected:
+            self.__imageListMgr.resetImageList(new_classify, move_list)
+            self.__imageListMgr.resetImageList(old_classify, keep_list)
+            self.setImageList(old_classify)
+
+    def selectAllImage(self):
+        """选择所有图片"""
+        self.__ui.selectAll()
+
+    def reverseSelectImage(self):
+        """反向选择图片"""
+        for i in range(self.__ui.count()):
+            item = self.__ui.item(i)
+            item.setSelected(not item.isSelected())
+
+    def cancelSelectImage(self):
+        """取消选择图片"""
+        self.__ui.clearSelection()
+
+    def onSelectionChanged(self):
+        """选择图像该变，发送选择的数量信号"""
+        count = len(self.__ui.selectedItems())
+        self.selectedCount.emit(count)

deploy/shitu_index_manager/mod/imageeditclassifydialog.py

+import os
+from PyQt5 import QtCore, QtGui, QtWidgets
+from mod import image_list_manager
+from mod import ui_imageeditclassifydialog
+from mod import utils
+
+
+class ImageEditClassifyDialog(QtWidgets.QDialog):
+    """图像编辑分类对话框"""
+    def __init__(self, parent, old_classify, classify_list):
+        super(ImageEditClassifyDialog, self).__init__(parent)
+        self.ui = mod.ui_imageeditclassifydialog.Ui_Dialog()
+        self.ui.setupUi(self)  # 初始化主窗口界面
+        self.__oldClassify = old_classify
+        self.__classifyList = classify_list
+        self.__newClassify = ""
+        self.__searchResult = []
+        self.__initUi()
+        self.__connectSignal()
+
+    @property
+    def newClassify(self):
+        return self.__newClassify
+
+    def __initUi(self):
+        self.ui.oldLineEdit.setText(self.__oldClassify)
+        self.__setClassifyList(self.__classifyList)
+        self.ui.classifyListView.setEditTriggers(
+            QtWidgets.QAbstractItemView.NoEditTriggers)
+
+    def __connectSignal(self):
+        self.ui.classifyListView.clicked.connect(self.selectedListView)
+        self.ui.searchButton.clicked.connect(self.searchClassify)
+
+    def __setClassifyList(self, classify_list):
+        list_model = QtCore.QStringListModel(classify_list)
+        self.ui.classifyListView.setModel(list_model)
+
+    def selectedListView(self, index):
+        if not self.ui.classifyListView.currentIndex().isValid():
+            return
+        txt = index.data()
+        self.ui.newLineEdit.setText(txt)
+        self.__newClassify = txt
+
+    def searchClassify(self):
+        txt = self.ui.searchWordLineEdit.text()
+        self.__searchResult.clear()
+        for classify in self.__classifyList:
+            if txt in classify:
+                self.__searchResult.append(classify)
+        self.__setClassifyList(self.__searchResult)

deploy/shitu_index_manager/mod/index_http_client.py

+import json
+import os
+import urllib3
+import urllib.parse
+
+
+class IndexHttpClient():
+    """索引库客户端，使用 urllib3 连接，使用 urllib.parse 进行 url 编码"""
+    def __init__(self, host: str, port: int):
+        self.__host = host
+        self.__port = port
+        self.__http = urllib3.PoolManager()
+        self.__headers = {"Content-type": "application/json"}
+
+    def url(self):
+        return "http://{}:{}".format(self.__host, self.__port)
+
+    def new_index(self,
+                  image_list_path: str,
+                  index_root_path: str,
+                  index_method="HNSW32",
+                  force=False):
+        """新建 重建 库"""
+        if index_method not in ["HNSW32", "FLAT", "IVF"]:
+            raise Exception(
+                "index_method 必须是 HNSW32, FLAT, IVF，实际值为：{}".format(
+                    index_method))
+        params = {"image_list_path":image_list_path, \
+            "index_root_path":index_root_path, \
+            "index_method":index_method, \
+            "force":force}
+        return self.__post(self.url() + "/new_index?", params)
+
+    def open_index(self, index_root_path: str, image_list_path: str):
+        """打开库"""
+        params = {
+            "index_root_path": index_root_path,
+            "image_list_path": image_list_path
+        }
+        return self.__post(self.url() + "/open_index?", params)
+
+    def update_index(self, image_list_path: str, index_root_path: str):
+        """更新索引库"""
+        params = {"image_list_path":image_list_path, \
+            "index_root_path":index_root_path}
+        return self.__post(self.url() + "/update_index?", params)
+
+    def __post(self, url: str, params: dict):
+        """发送 url 并接收数据"""
+        http = self.__http
+        encode_params = urllib.parse.urlencode(params)
+        get_url = url + encode_params
+        req = http.request("GET", get_url, headers=self.__headers)
+        result = json.loads(req.data)
+        if isinstance(result, str):
+            result = eval(result)
+        msg = result["error_message"]
+        if msg != None and len(msg) == 0:
+            msg = None
+        return msg

deploy/shitu_index_manager/mod/ui_addclassifydialog.py

+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ui/AddClassifyDialog.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.5
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_AddClassifyDialog(object):
+    def setupUi(self, AddClassifyDialog):
+        AddClassifyDialog.setObjectName("AddClassifyDialog")
+        AddClassifyDialog.resize(286, 127)
+        AddClassifyDialog.setModal(True)
+        self.verticalLayout = QtWidgets.QVBoxLayout(AddClassifyDialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.label = QtWidgets.QLabel(AddClassifyDialog)
+        self.label.setObjectName("label")
+        self.verticalLayout.addWidget(self.label)
+        self.lineEdit = QtWidgets.QLineEdit(AddClassifyDialog)
+        self.lineEdit.setObjectName("lineEdit")
+        self.verticalLayout.addWidget(self.lineEdit)
+        spacerItem = QtWidgets.QSpacerItem(20, 11,
+                                           QtWidgets.QSizePolicy.Minimum,
+                                           QtWidgets.QSizePolicy.Expanding)
+        self.verticalLayout.addItem(spacerItem)
+        self.buttonBox = QtWidgets.QDialogButtonBox(AddClassifyDialog)
+        self.buttonBox.setOrientation(QtCore.Qt.Horizontal)
+        self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel
+                                          | QtWidgets.QDialogButtonBox.Ok)
+        self.buttonBox.setObjectName("buttonBox")
+        self.verticalLayout.addWidget(self.buttonBox)
+
+        self.retranslateUi(AddClassifyDialog)
+        self.buttonBox.accepted.connect(AddClassifyDialog.accept)
+        self.buttonBox.rejected.connect(AddClassifyDialog.reject)
+        QtCore.QMetaObject.connectSlotsByName(AddClassifyDialog)
+
+    def retranslateUi(self, AddClassifyDialog):
+        _translate = QtCore.QCoreApplication.translate
+        AddClassifyDialog.setWindowTitle(
+            _translate("AddClassifyDialog", "添加分类"))
+        self.label.setText(_translate("AddClassifyDialog", "分类名称"))
+
+
+if __name__ == "__main__":
+    import sys
+    app = QtWidgets.QApplication(sys.argv)
+    AddClassifyDialog = QtWidgets.QDialog()
+    ui = Ui_AddClassifyDialog()
+    ui.setupUi(AddClassifyDialog)
+    AddClassifyDialog.show()
+    sys.exit(app.exec_())

deploy/shitu_index_manager/mod/ui_imageeditclassifydialog.py

+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ui/ImageEditClassifyDialog.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.5
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_Dialog(object):
+    def setupUi(self, Dialog):
+        Dialog.setObjectName("Dialog")
+        Dialog.resize(414, 415)
+        Dialog.setMinimumSize(QtCore.QSize(0, 0))
+        self.verticalLayout = QtWidgets.QVBoxLayout(Dialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.label = QtWidgets.QLabel(Dialog)
+        self.label.setObjectName("label")
+        self.verticalLayout.addWidget(self.label)
+        self.oldLineEdit = QtWidgets.QLineEdit(Dialog)
+        self.oldLineEdit.setEnabled(False)
+        self.oldLineEdit.setObjectName("oldLineEdit")
+        self.verticalLayout.addWidget(self.oldLineEdit)
+        self.label_2 = QtWidgets.QLabel(Dialog)
+        self.label_2.setObjectName("label_2")
+        self.verticalLayout.addWidget(self.label_2)
+        self.newLineEdit = QtWidgets.QLineEdit(Dialog)
+        self.newLineEdit.setEnabled(False)
+        self.newLineEdit.setObjectName("newLineEdit")
+        self.verticalLayout.addWidget(self.newLineEdit)
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.searchWordLineEdit = QtWidgets.QLineEdit(Dialog)
+        self.searchWordLineEdit.setObjectName("searchWordLineEdit")
+        self.horizontalLayout.addWidget(self.searchWordLineEdit)
+        self.searchButton = QtWidgets.QPushButton(Dialog)
+        self.searchButton.setObjectName("searchButton")
+        self.horizontalLayout.addWidget(self.searchButton)
+        self.verticalLayout.addLayout(self.horizontalLayout)
+        self.classifyListView = QtWidgets.QListView(Dialog)
+        self.classifyListView.setEnabled(True)
+        self.classifyListView.setMinimumSize(QtCore.QSize(400, 200))
+        self.classifyListView.setObjectName("classifyListView")
+        self.verticalLayout.addWidget(self.classifyListView)
+        self.buttonBox = QtWidgets.QDialogButtonBox(Dialog)
+        self.buttonBox.setOrientation(QtCore.Qt.Horizontal)
+        self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel
+                                          | QtWidgets.QDialogButtonBox.Ok)
+        self.buttonBox.setObjectName("buttonBox")
+        self.verticalLayout.addWidget(self.buttonBox)
+
+        self.retranslateUi(Dialog)
+        self.buttonBox.accepted.connect(Dialog.accept)
+        self.buttonBox.rejected.connect(Dialog.reject)
+        QtCore.QMetaObject.connectSlotsByName(Dialog)
+
+    def retranslateUi(self, Dialog):
+        _translate = QtCore.QCoreApplication.translate
+        Dialog.setWindowTitle(_translate("Dialog", "编辑图像分类"))
+        self.label.setText(_translate("Dialog", "原分类"))
+        self.label_2.setText(_translate("Dialog", "新分类"))
+        self.searchButton.setText(_translate("Dialog", "查找"))
+
+
+if __name__ == "__main__":
+    import sys
+    app = QtWidgets.QApplication(sys.argv)
+    Dialog = QtWidgets.QDialog()
+    ui = Ui_Dialog()
+    ui.setupUi(Dialog)
+    Dialog.show()
+    sys.exit(app.exec_())

deploy/shitu_index_manager/mod/ui_mainwindow.py

+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ui/MainWindow.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.5
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_MainWindow(object):
+    def setupUi(self, MainWindow):
+        MainWindow.setObjectName("MainWindow")
+        MainWindow.resize(833, 538)
+        MainWindow.setMinimumSize(QtCore.QSize(0, 0))
+        self.centralwidget = QtWidgets.QWidget(MainWindow)
+        self.centralwidget.setObjectName("centralwidget")
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.centralwidget)
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.horizontalLayout_3 = QtWidgets.QHBoxLayout()
+        self.horizontalLayout_3.setObjectName("horizontalLayout_3")
+        self.appMenuBtn = QtWidgets.QToolButton(self.centralwidget)
+        self.appMenuBtn.setObjectName("appMenuBtn")
+        self.horizontalLayout_3.addWidget(self.appMenuBtn)
+        self.saveImageLibraryBtn = QtWidgets.QToolButton(self.centralwidget)
+        self.saveImageLibraryBtn.setObjectName("saveImageLibraryBtn")
+        self.horizontalLayout_3.addWidget(self.saveImageLibraryBtn)
+        self.addClassifyBtn = QtWidgets.QToolButton(self.centralwidget)
+        self.addClassifyBtn.setObjectName("addClassifyBtn")
+        self.horizontalLayout_3.addWidget(self.addClassifyBtn)
+        self.removeClassifyBtn = QtWidgets.QToolButton(self.centralwidget)
+        self.removeClassifyBtn.setObjectName("removeClassifyBtn")
+        self.horizontalLayout_3.addWidget(self.removeClassifyBtn)
+        spacerItem = QtWidgets.QSpacerItem(40, 20,
+                                           QtWidgets.QSizePolicy.Expanding,
+                                           QtWidgets.QSizePolicy.Minimum)
+        self.horizontalLayout_3.addItem(spacerItem)
+        self.imageScaleSlider = QtWidgets.QSlider(self.centralwidget)
+        self.imageScaleSlider.setMaximumSize(QtCore.QSize(400, 16777215))
+        self.imageScaleSlider.setMinimum(1)
+        self.imageScaleSlider.setMaximum(8)
+        self.imageScaleSlider.setPageStep(2)
+        self.imageScaleSlider.setOrientation(QtCore.Qt.Horizontal)
+        self.imageScaleSlider.setObjectName("imageScaleSlider")
+        self.horizontalLayout_3.addWidget(self.imageScaleSlider)
+        self.verticalLayout_3.addLayout(self.horizontalLayout_3)
+        self.splitter = QtWidgets.QSplitter(self.centralwidget)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding,
+                                           QtWidgets.QSizePolicy.Expanding)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.splitter.sizePolicy().hasHeightForWidth())
+        self.splitter.setSizePolicy(sizePolicy)
+        self.splitter.setOrientation(QtCore.Qt.Horizontal)
+        self.splitter.setObjectName("splitter")
+        self.widget = QtWidgets.QWidget(self.splitter)
+        self.widget.setObjectName("widget")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.widget)
+        self.verticalLayout_2.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.searchClassifyHistoryCmb = QtWidgets.QComboBox(self.widget)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding,
+                                           QtWidgets.QSizePolicy.Fixed)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.searchClassifyHistoryCmb.sizePolicy().hasHeightForWidth())
+        self.searchClassifyHistoryCmb.setSizePolicy(sizePolicy)
+        self.searchClassifyHistoryCmb.setEditable(True)
+        self.searchClassifyHistoryCmb.setObjectName("searchClassifyHistoryCmb")
+        self.horizontalLayout.addWidget(self.searchClassifyHistoryCmb)
+        self.searchClassifyBtn = QtWidgets.QToolButton(self.widget)
+        self.searchClassifyBtn.setObjectName("searchClassifyBtn")
+        self.horizontalLayout.addWidget(self.searchClassifyBtn)
+        self.verticalLayout_2.addLayout(self.horizontalLayout)
+        self.classifyListView = QtWidgets.QListView(self.widget)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding,
+                                           QtWidgets.QSizePolicy.Expanding)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.classifyListView.sizePolicy().hasHeightForWidth())
+        self.classifyListView.setSizePolicy(sizePolicy)
+        self.classifyListView.setMinimumSize(QtCore.QSize(200, 0))
+        self.classifyListView.setEditTriggers(
+            QtWidgets.QAbstractItemView.NoEditTriggers)
+        self.classifyListView.setObjectName("classifyListView")
+        self.verticalLayout_2.addWidget(self.classifyListView)
+        self.widget1 = QtWidgets.QWidget(self.splitter)
+        self.widget1.setObjectName("widget1")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.widget1)
+        self.verticalLayout.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout()
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.addImageBtn = QtWidgets.QToolButton(self.widget1)
+        self.addImageBtn.setObjectName("addImageBtn")
+        self.horizontalLayout_2.addWidget(self.addImageBtn)
+        self.removeImageBtn = QtWidgets.QToolButton(self.widget1)
+        self.removeImageBtn.setObjectName("removeImageBtn")
+        self.horizontalLayout_2.addWidget(self.removeImageBtn)
+        spacerItem1 = QtWidgets.QSpacerItem(40, 20,
+                                            QtWidgets.QSizePolicy.Expanding,
+                                            QtWidgets.QSizePolicy.Minimum)
+        self.horizontalLayout_2.addItem(spacerItem1)
+        self.verticalLayout.addLayout(self.horizontalLayout_2)
+        self.imageListWidget = QtWidgets.QListWidget(self.widget1)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding,
+                                           QtWidgets.QSizePolicy.Expanding)
+        sizePolicy.setHorizontalStretch(0)
+        sizePolicy.setVerticalStretch(0)
+        sizePolicy.setHeightForWidth(
+            self.imageListWidget.sizePolicy().hasHeightForWidth())
+        self.imageListWidget.setSizePolicy(sizePolicy)
+        self.imageListWidget.setMinimumSize(QtCore.QSize(200, 0))
+        self.imageListWidget.setStyleSheet(
+            "QListWidget::Item:hover{background:skyblue;padding-top:0px; padding-bottom:0px;}\n"
+            "QListWidget::item:selected{background:rgb(245, 121, 0); color:red;}"
+        )
+        self.imageListWidget.setObjectName("imageListWidget")
+        self.verticalLayout.addWidget(self.imageListWidget)
+        self.verticalLayout_3.addWidget(self.splitter)
+        MainWindow.setCentralWidget(self.centralwidget)
+        self.statusbar = QtWidgets.QStatusBar(MainWindow)
+        self.statusbar.setObjectName("statusbar")
+        MainWindow.setStatusBar(self.statusbar)
+
+        self.retranslateUi(MainWindow)
+        QtCore.QMetaObject.connectSlotsByName(MainWindow)
+
+    def retranslateUi(self, MainWindow):
+        _translate = QtCore.QCoreApplication.translate
+        MainWindow.setWindowTitle(_translate("MainWindow", "识图图像库管理"))
+        self.appMenuBtn.setText(_translate("MainWindow", "..."))
+        self.saveImageLibraryBtn.setText(_translate("MainWindow", "..."))
+        self.addClassifyBtn.setText(_translate("MainWindow", "..."))
+        self.removeClassifyBtn.setText(_translate("MainWindow", "..."))
+        self.searchClassifyBtn.setText(_translate("MainWindow", "..."))
+        self.addImageBtn.setText(_translate("MainWindow", "..."))
+        self.removeImageBtn.setText(_translate("MainWindow", "..."))
+
+
+if __name__ == "__main__":
+    import sys
+    app = QtWidgets.QApplication(sys.argv)
+    MainWindow = QtWidgets.QMainWindow()
+    ui = Ui_MainWindow()
+    ui.setupUi(MainWindow)
+    MainWindow.show()
+    sys.exit(app.exec_())

deploy/shitu_index_manager/mod/ui_newlibrarydialog.py

+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ui/NewlibraryDialog.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.5
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_NewlibraryDialog(object):
+    def setupUi(self, NewlibraryDialog):
+        NewlibraryDialog.setObjectName("NewlibraryDialog")
+        NewlibraryDialog.resize(414, 230)
+        self.verticalLayout = QtWidgets.QVBoxLayout(NewlibraryDialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.label = QtWidgets.QLabel(NewlibraryDialog)
+        self.label.setObjectName("label")
+        self.verticalLayout.addWidget(self.label)
+        self.indexMethodCmb = QtWidgets.QComboBox(NewlibraryDialog)
+        self.indexMethodCmb.setEnabled(True)
+        self.indexMethodCmb.setObjectName("indexMethodCmb")
+        self.indexMethodCmb.addItem("")
+        self.indexMethodCmb.addItem("")
+        self.indexMethodCmb.addItem("")
+        self.verticalLayout.addWidget(self.indexMethodCmb)
+        self.resetCheckBox = QtWidgets.QCheckBox(NewlibraryDialog)
+        self.resetCheckBox.setObjectName("resetCheckBox")
+        self.verticalLayout.addWidget(self.resetCheckBox)
+        spacerItem = QtWidgets.QSpacerItem(20, 80,
+                                           QtWidgets.QSizePolicy.Minimum,
+                                           QtWidgets.QSizePolicy.Expanding)
+        self.verticalLayout.addItem(spacerItem)
+        self.buttonBox = QtWidgets.QDialogButtonBox(NewlibraryDialog)
+        self.buttonBox.setOrientation(QtCore.Qt.Horizontal)
+        self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel
+                                          | QtWidgets.QDialogButtonBox.Ok)
+        self.buttonBox.setObjectName("buttonBox")
+        self.verticalLayout.addWidget(self.buttonBox)
+
+        self.retranslateUi(NewlibraryDialog)
+        self.indexMethodCmb.setCurrentIndex(0)
+        self.buttonBox.accepted.connect(NewlibraryDialog.accept)
+        self.buttonBox.rejected.connect(NewlibraryDialog.reject)
+        QtCore.QMetaObject.connectSlotsByName(NewlibraryDialog)
+
+    def retranslateUi(self, NewlibraryDialog):
+        _translate = QtCore.QCoreApplication.translate
+        NewlibraryDialog.setWindowTitle(
+            _translate("NewlibraryDialog", "新建/重建 索引"))
+        self.label.setText(_translate("NewlibraryDialog", "索引方式"))
+        self.indexMethodCmb.setItemText(
+            0, _translate("NewlibraryDialog", "HNSW32"))
+        self.indexMethodCmb.setItemText(1,
+                                        _translate("NewlibraryDialog", "FLAT"))
+        self.indexMethodCmb.setItemText(2, _translate("NewlibraryDialog",
+                                                      "IVF"))
+        self.resetCheckBox.setText(
+            _translate("NewlibraryDialog", "重建索引，警告：会覆盖原索引"))
+
+
+if __name__ == "__main__":
+    import sys
+    app = QtWidgets.QApplication(sys.argv)
+    NewlibraryDialog = QtWidgets.QDialog()
+    ui = Ui_NewlibraryDialog()
+    ui.setupUi(NewlibraryDialog)
+    NewlibraryDialog.show()
+    sys.exit(app.exec_())

deploy/shitu_index_manager/mod/ui_renameclassifydialog.py

+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ui/RenameClassifyDialog.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.5
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_RenameClassifyDialog(object):
+    def setupUi(self, RenameClassifyDialog):
+        RenameClassifyDialog.setObjectName("RenameClassifyDialog")
+        RenameClassifyDialog.resize(342, 194)
+        self.verticalLayout = QtWidgets.QVBoxLayout(RenameClassifyDialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.oldlabel = QtWidgets.QLabel(RenameClassifyDialog)
+        self.oldlabel.setObjectName("oldlabel")
+        self.verticalLayout.addWidget(self.oldlabel)
+        self.oldNameLineEdit = QtWidgets.QLineEdit(RenameClassifyDialog)
+        self.oldNameLineEdit.setEnabled(False)
+        self.oldNameLineEdit.setObjectName("oldNameLineEdit")
+        self.verticalLayout.addWidget(self.oldNameLineEdit)
+        self.newlabel = QtWidgets.QLabel(RenameClassifyDialog)
+        self.newlabel.setObjectName("newlabel")
+        self.verticalLayout.addWidget(self.newlabel)
+        self.newNameLineEdit = QtWidgets.QLineEdit(RenameClassifyDialog)
+        self.newNameLineEdit.setObjectName("newNameLineEdit")
+        self.verticalLayout.addWidget(self.newNameLineEdit)
+        spacerItem = QtWidgets.QSpacerItem(20, 14,
+                                           QtWidgets.QSizePolicy.Minimum,
+                                           QtWidgets.QSizePolicy.Expanding)
+        self.verticalLayout.addItem(spacerItem)
+        self.buttonBox = QtWidgets.QDialogButtonBox(RenameClassifyDialog)
+        self.buttonBox.setOrientation(QtCore.Qt.Horizontal)
+        self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel
+                                          | QtWidgets.QDialogButtonBox.Ok)
+        self.buttonBox.setObjectName("buttonBox")
+        self.verticalLayout.addWidget(self.buttonBox)
+
+        self.retranslateUi(RenameClassifyDialog)
+        self.buttonBox.accepted.connect(RenameClassifyDialog.accept)
+        self.buttonBox.rejected.connect(RenameClassifyDialog.reject)
+        QtCore.QMetaObject.connectSlotsByName(RenameClassifyDialog)
+
+    def retranslateUi(self, RenameClassifyDialog):
+        _translate = QtCore.QCoreApplication.translate
+        RenameClassifyDialog.setWindowTitle(
+            _translate("RenameClassifyDialog", "重命名分类"))
+        self.oldlabel.setText(_translate("RenameClassifyDialog", "原名称"))
+        self.newlabel.setText(_translate("RenameClassifyDialog", "新名称"))
+
+
+if __name__ == "__main__":
+    import sys
+    app = QtWidgets.QApplication(sys.argv)
+    RenameClassifyDialog = QtWidgets.QDialog()
+    ui = Ui_RenameClassifyDialog()
+    ui.setupUi(RenameClassifyDialog)
+    RenameClassifyDialog.show()
+    sys.exit(app.exec_())

deploy/shitu_index_manager/mod/ui_waitdialog.py

+# -*- coding: utf-8 -*-
+
+# Form implementation generated from reading ui file 'ui/WaitDialog.ui'
+#
+# Created by: PyQt5 UI code generator 5.15.5
+#
+# WARNING: Any manual changes made to this file will be lost when pyuic5 is
+# run again.  Do not edit this file unless you know what you are doing.
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+
+
+class Ui_WaitDialog(object):
+    def setupUi(self, WaitDialog):
+        WaitDialog.setObjectName("WaitDialog")
+        WaitDialog.setWindowModality(QtCore.Qt.NonModal)
+        WaitDialog.resize(324, 78)
+        self.verticalLayout = QtWidgets.QVBoxLayout(WaitDialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.msgLabel = QtWidgets.QLabel(WaitDialog)
+        self.msgLabel.setObjectName("msgLabel")
+        self.verticalLayout.addWidget(self.msgLabel)
+        self.progressBar = QtWidgets.QProgressBar(WaitDialog)
+        self.progressBar.setMaximum(0)
+        self.progressBar.setProperty("value", -1)
+        self.progressBar.setObjectName("progressBar")
+        self.verticalLayout.addWidget(self.progressBar)
+        spacerItem = QtWidgets.QSpacerItem(20, 1,
+                                           QtWidgets.QSizePolicy.Minimum,
+                                           QtWidgets.QSizePolicy.Expanding)
+        self.verticalLayout.addItem(spacerItem)
+
+        self.retranslateUi(WaitDialog)
+        QtCore.QMetaObject.connectSlotsByName(WaitDialog)
+
+    def retranslateUi(self, WaitDialog):
+        _translate = QtCore.QCoreApplication.translate
+        WaitDialog.setWindowTitle(_translate("WaitDialog", "请等待"))
+        self.msgLabel.setText(_translate("WaitDialog", "正在更新索引库，请等待。。。"))
+
+
+if __name__ == "__main__":
+    import sys
+    app = QtWidgets.QApplication(sys.argv)
+    WaitDialog = QtWidgets.QDialog()
+    ui = Ui_WaitDialog()
+    ui.setupUi(WaitDialog)
+    WaitDialog.show()
+    sys.exit(app.exec_())

deploy/shitu_index_manager/mod/utils.py

+import os
+import sys
+
+from PyQt5 import QtCore, QtGui, QtWidgets
+import hashlib
+import shutil
+from mod import image_list_manager
+
+
+def setMenu(menu: QtWidgets.QMenu, text: str, triggered):
+    """设置菜单"""
+    action = menu.addAction(text)
+    action.triggered.connect(triggered)
+
+
+def fileMD5(file_path: str):
+    """计算文件的MD5值"""
+    md5 = hashlib.md5()
+    with open(file_path, 'rb') as f:
+        md5.update(f.read())
+    return md5.hexdigest().lower()
+
+
+def copyFile(from_path: str, to_path: str):
+    """复制文件"""
+    shutil.copyfile(from_path, to_path)
+    return os.path.exists(to_path)
+
+
+def removeFile(file_path: str):
+    """删除文件"""
+    if os.path.exists(file_path):
+        os.remove(file_path)
+    return not os.path.exists(file_path)
+
+
+def fileExtension(file_path: str):
+    """获取文件的扩展名"""
+    return os.path.splitext(file_path)[1]
+
+
+def copyImageToDir(self, from_image_path: str, to_dir_path: str):
+    """复制图像文件到目标目录"""
+    if not os.path.exists(from_image_path) and not os.path.exists(to_dir_path):
+        return None
+    md5 = fileMD5(from_image_path)
+    file_ext = fileExtension(from_image_path)
+    new_path = os.path.join(to_dir_path, md5 + file_ext)
+    copyFile(from_image_path, new_path)
+    return new_path
+
+
+def oneKeyImportFromFile(from_path: str, to_path: str):
+    """从其它图像库 from_path {image_list.txt} 导入到图像库 to_path {image_list.txt}"""
+    if not os.path.exists(from_path) or not os.path.exists(to_path):
+        return None
+    if from_path == to_path:
+        return None
+    from_mgr = image_list_manager.ImageListManager(file_path=from_path)
+    to_mgr = image_list_manager.ImageListManager(file_path=to_path)
+    return oneKeyImport(from_mgr=from_mgr, to_mgr=to_mgr)
+
+
+def oneKeyImportFromDirs(from_dir: str, to_image_list_path: str):
+    """从其它图像库 from_dir 搜索子目录 导入到图像库 to_image_list_path"""
+    if not os.path.exists(from_dir) or not os.path.exists(to_image_list_path):
+        return None
+    if from_dir == os.path.dirname(to_image_list_path):
+        return None
+    from_mgr = image_list_manager.ImageListManager()
+    to_mgr = image_list_manager.ImageListManager(
+        file_path=to_image_list_path)
+    from_mgr.dirName = from_dir
+    sub_dir_list = os.listdir(from_dir)
+    for sub_dir in sub_dir_list:
+        real_sub_dir = os.path.join(from_dir, sub_dir)
+        if not os.path.isdir(real_sub_dir):
+            continue
+        img_list = os.listdir(real_sub_dir)
+        img_path = []
+        for img in img_list:
+            real_img = os.path.join(real_sub_dir, img)
+            if not os.path.isfile(real_img):
+                continue
+            img_path.append("{}/{}".format(sub_dir, img))
+        if len(img_path) == 0:
+            continue
+        from_mgr.addClassify(sub_dir)
+        from_mgr.resetImageList(sub_dir, img_path)
+    return oneKeyImport(from_mgr=from_mgr, to_mgr=to_mgr)
+
+
+def oneKeyImport(from_mgr: image_list_manager.ImageListManager,
+                 to_mgr: image_list_manager.ImageListManager):
+    """一键导入"""
+    count = 0
+    for classify in from_mgr.classifyList:
+        img_list = from_mgr.realPathList(classify)
+        to_mgr.addClassify(classify)
+        to_img_list = to_mgr.imageList(classify)
+        new_img_list = []
+        for img in img_list:
+            from_image_path = img
+            to_dir_path = os.path.join(to_mgr.dirName, "images")
+            md5 = fileMD5(from_image_path)
+            file_ext = fileExtension(from_image_path)
+            new_path = os.path.join(to_dir_path, md5 + file_ext)
+            if os.path.exists(new_path):
+                # 如果新文件 MD5 重复跳过后面的复制文件操作
+                continue
+            copyFile(from_image_path, new_path)
+            new_img_list.append("images/" + md5 + file_ext)
+            count += 1
+        to_img_list += new_img_list
+        to_mgr.resetImageList(classify, to_img_list)
+    to_mgr.writeFile()
+    return count
+
+
+def newFile(file_path: str):
+    """创建文件"""
+    if os.path.exists(file_path):
+        return False
+    else:
+        with open(file_path, 'w') as f:
+            pass
+        return True
+
+
+def isEmptyDir(dir_path: str):
+    """判断目录是否为空"""
+    return not os.listdir(dir_path)
+
+
+def initLibrary(dir_path: str):
+    """初始化库"""
+    images_dir = os.path.join(dir_path, "images")
+    if not os.path.exists(images_dir):
+        os.makedirs(images_dir)
+    image_list_path = os.path.join(dir_path, "image_list.txt")
+    newFile(image_list_path)
+    return os.path.exists(dir_path)

deploy/shitu_index_manager/ui/AddClassifyDialog.ui

+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>AddClassifyDialog</class>
+ <widget class="QDialog" name="AddClassifyDialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>286</width>
+    <height>127</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>添加分类</string>
+  </property>
+  <property name="modal">
+   <bool>true</bool>
+  </property>
+  <layout class="QVBoxLayout" name="verticalLayout">
+   <item>
+    <widget class="QLabel" name="label">
+     <property name="text">
+      <string>分类名称</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLineEdit" name="lineEdit"/>
+   </item>
+   <item>
+    <spacer name="verticalSpacer">
+     <property name="orientation">
+      <enum>Qt::Vertical</enum>
+     </property>
+     <property name="sizeHint" stdset="0">
+      <size>
+       <width>20</width>
+       <height>11</height>
+      </size>
+     </property>
+    </spacer>
+   </item>
+   <item>
+    <widget class="QDialogButtonBox" name="buttonBox">
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+     <property name="standardButtons">
+      <set>QDialogButtonBox::Cancel|QDialogButtonBox::Ok</set>
+     </property>
+    </widget>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>accepted()</signal>
+   <receiver>AddClassifyDialog</receiver>
+   <slot>accept()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>248</x>
+     <y>254</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>157</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>rejected()</signal>
+   <receiver>AddClassifyDialog</receiver>
+   <slot>reject()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>316</x>
+     <y>260</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>286</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

deploy/shitu_index_manager/ui/ImageEditClassifyDialog.ui

+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>Dialog</class>
+ <widget class="QDialog" name="Dialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>414</width>
+    <height>415</height>
+   </rect>
+  </property>
+  <property name="minimumSize">
+   <size>
+    <width>0</width>
+    <height>0</height>
+   </size>
+  </property>
+  <property name="windowTitle">
+   <string>编辑图像分类</string>
+  </property>
+  <layout class="QVBoxLayout" name="verticalLayout">
+   <item>
+    <widget class="QLabel" name="label">
+     <property name="text">
+      <string>原分类</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLineEdit" name="oldLineEdit">
+     <property name="enabled">
+      <bool>false</bool>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLabel" name="label_2">
+     <property name="text">
+      <string>新分类</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLineEdit" name="newLineEdit">
+     <property name="enabled">
+      <bool>false</bool>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <layout class="QHBoxLayout" name="horizontalLayout">
+     <item>
+      <widget class="QLineEdit" name="searchWordLineEdit"/>
+     </item>
+     <item>
+      <widget class="QPushButton" name="searchButton">
+       <property name="text">
+        <string>查找</string>
+       </property>
+      </widget>
+     </item>
+    </layout>
+   </item>
+   <item>
+    <widget class="QListView" name="classifyListView">
+     <property name="enabled">
+      <bool>true</bool>
+     </property>
+     <property name="minimumSize">
+      <size>
+       <width>400</width>
+       <height>200</height>
+      </size>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QDialogButtonBox" name="buttonBox">
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+     <property name="standardButtons">
+      <set>QDialogButtonBox::Cancel|QDialogButtonBox::Ok</set>
+     </property>
+    </widget>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>accepted()</signal>
+   <receiver>Dialog</receiver>
+   <slot>accept()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>248</x>
+     <y>254</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>157</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>rejected()</signal>
+   <receiver>Dialog</receiver>
+   <slot>reject()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>316</x>
+     <y>260</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>286</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

deploy/shitu_index_manager/ui/MainWindow.ui

+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>MainWindow</class>
+ <widget class="QMainWindow" name="MainWindow">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>833</width>
+    <height>538</height>
+   </rect>
+  </property>
+  <property name="minimumSize">
+   <size>
+    <width>0</width>
+    <height>0</height>
+   </size>
+  </property>
+  <property name="windowTitle">
+   <string>识图图像库管理</string>
+  </property>
+  <widget class="QWidget" name="centralwidget">
+   <layout class="QVBoxLayout" name="verticalLayout_3">
+    <item>
+     <layout class="QHBoxLayout" name="horizontalLayout_3">
+      <item>
+       <widget class="QToolButton" name="appMenuBtn">
+        <property name="text">
+         <string>...</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <widget class="QToolButton" name="saveImageLibraryBtn">
+        <property name="text">
+         <string>...</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <widget class="QToolButton" name="addClassifyBtn">
+        <property name="text">
+         <string>...</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <widget class="QToolButton" name="removeClassifyBtn">
+        <property name="text">
+         <string>...</string>
+        </property>
+       </widget>
+      </item>
+      <item>
+       <spacer name="horizontalSpacer_3">
+        <property name="orientation">
+         <enum>Qt::Horizontal</enum>
+        </property>
+        <property name="sizeHint" stdset="0">
+         <size>
+          <width>40</width>
+          <height>20</height>
+         </size>
+        </property>
+       </spacer>
+      </item>
+      <item>
+       <widget class="QSlider" name="imageScaleSlider">
+        <property name="maximumSize">
+         <size>
+          <width>400</width>
+          <height>16777215</height>
+         </size>
+        </property>
+        <property name="minimum">
+         <number>1</number>
+        </property>
+        <property name="maximum">
+         <number>8</number>
+        </property>
+        <property name="pageStep">
+         <number>2</number>
+        </property>
+        <property name="orientation">
+         <enum>Qt::Horizontal</enum>
+        </property>
+       </widget>
+      </item>
+     </layout>
+    </item>
+    <item>
+     <widget class="QSplitter" name="splitter">
+      <property name="sizePolicy">
+       <sizepolicy hsizetype="Expanding" vsizetype="Expanding">
+        <horstretch>0</horstretch>
+        <verstretch>0</verstretch>
+       </sizepolicy>
+      </property>
+      <property name="orientation">
+       <enum>Qt::Horizontal</enum>
+      </property>
+      <widget class="QWidget" name="">
+       <layout class="QVBoxLayout" name="verticalLayout_2">
+        <item>
+         <layout class="QHBoxLayout" name="horizontalLayout">
+          <item>
+           <widget class="QComboBox" name="searchClassifyHistoryCmb">
+            <property name="sizePolicy">
+             <sizepolicy hsizetype="Expanding" vsizetype="Fixed">
+              <horstretch>0</horstretch>
+              <verstretch>0</verstretch>
+             </sizepolicy>
+            </property>
+            <property name="editable">
+             <bool>true</bool>
+            </property>
+           </widget>
+          </item>
+          <item>
+           <widget class="QToolButton" name="searchClassifyBtn">
+            <property name="text">
+             <string>...</string>
+            </property>
+           </widget>
+          </item>
+         </layout>
+        </item>
+        <item>
+         <widget class="QListView" name="classifyListView">
+          <property name="sizePolicy">
+           <sizepolicy hsizetype="Expanding" vsizetype="Expanding">
+            <horstretch>0</horstretch>
+            <verstretch>0</verstretch>
+           </sizepolicy>
+          </property>
+          <property name="minimumSize">
+           <size>
+            <width>200</width>
+            <height>0</height>
+           </size>
+          </property>
+          <property name="editTriggers">
+           <set>QAbstractItemView::NoEditTriggers</set>
+          </property>
+         </widget>
+        </item>
+       </layout>
+      </widget>
+      <widget class="QWidget" name="">
+       <layout class="QVBoxLayout" name="verticalLayout">
+        <item>
+         <layout class="QHBoxLayout" name="horizontalLayout_2">
+          <item>
+           <widget class="QToolButton" name="addImageBtn">
+            <property name="text">
+             <string>...</string>
+            </property>
+           </widget>
+          </item>
+          <item>
+           <widget class="QToolButton" name="removeImageBtn">
+            <property name="text">
+             <string>...</string>
+            </property>
+           </widget>
+          </item>
+          <item>
+           <spacer name="horizontalSpacer_2">
+            <property name="orientation">
+             <enum>Qt::Horizontal</enum>
+            </property>
+            <property name="sizeHint" stdset="0">
+             <size>
+              <width>40</width>
+              <height>20</height>
+             </size>
+            </property>
+           </spacer>
+          </item>
+         </layout>
+        </item>
+        <item>
+         <widget class="QListWidget" name="imageListWidget">
+          <property name="sizePolicy">
+           <sizepolicy hsizetype="Expanding" vsizetype="Expanding">
+            <horstretch>0</horstretch>
+            <verstretch>0</verstretch>
+           </sizepolicy>
+          </property>
+          <property name="minimumSize">
+           <size>
+            <width>200</width>
+            <height>0</height>
+           </size>
+          </property>
+          <property name="styleSheet">
+           <string notr="true">QListWidget::Item:hover{background:skyblue;padding-top:0px; padding-bottom:0px;}
+QListWidget::item:selected{background:rgb(245, 121, 0); color:red;}</string>
+          </property>
+         </widget>
+        </item>
+       </layout>
+      </widget>
+     </widget>
+    </item>
+   </layout>
+  </widget>
+  <widget class="QStatusBar" name="statusbar"/>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>

deploy/shitu_index_manager/ui/NewlibraryDialog.ui

+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>NewlibraryDialog</class>
+ <widget class="QDialog" name="NewlibraryDialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>414</width>
+    <height>230</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>新建/重建 索引</string>
+  </property>
+  <layout class="QVBoxLayout" name="verticalLayout">
+   <item>
+    <widget class="QLabel" name="label">
+     <property name="text">
+      <string>索引方式</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QComboBox" name="indexMethodCmb">
+     <property name="enabled">
+      <bool>true</bool>
+     </property>
+     <property name="currentIndex">
+      <number>0</number>
+     </property>
+     <item>
+      <property name="text">
+       <string>HNSW32</string>
+      </property>
+     </item>
+     <item>
+      <property name="text">
+       <string>FLAT</string>
+      </property>
+     </item>
+     <item>
+      <property name="text">
+       <string>IVF</string>
+      </property>
+     </item>
+    </widget>
+   </item>
+   <item>
+    <widget class="QCheckBox" name="resetCheckBox">
+     <property name="text">
+      <string>重建索引，警告：会覆盖原索引</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <spacer name="verticalSpacer">
+     <property name="orientation">
+      <enum>Qt::Vertical</enum>
+     </property>
+     <property name="sizeHint" stdset="0">
+      <size>
+       <width>20</width>
+       <height>80</height>
+      </size>
+     </property>
+    </spacer>
+   </item>
+   <item>
+    <widget class="QDialogButtonBox" name="buttonBox">
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+     <property name="standardButtons">
+      <set>QDialogButtonBox::Cancel|QDialogButtonBox::Ok</set>
+     </property>
+    </widget>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>accepted()</signal>
+   <receiver>NewlibraryDialog</receiver>
+   <slot>accept()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>248</x>
+     <y>254</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>157</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>rejected()</signal>
+   <receiver>NewlibraryDialog</receiver>
+   <slot>reject()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>316</x>
+     <y>260</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>286</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

deploy/shitu_index_manager/ui/RenameClassifyDialog.ui

+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>RenameClassifyDialog</class>
+ <widget class="QDialog" name="RenameClassifyDialog">
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>342</width>
+    <height>194</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>重命名分类</string>
+  </property>
+  <layout class="QVBoxLayout" name="verticalLayout">
+   <item>
+    <widget class="QLabel" name="oldlabel">
+     <property name="text">
+      <string>原名称</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLineEdit" name="oldNameLineEdit">
+     <property name="enabled">
+      <bool>false</bool>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLabel" name="newlabel">
+     <property name="text">
+      <string>新名称</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QLineEdit" name="newNameLineEdit"/>
+   </item>
+   <item>
+    <spacer name="verticalSpacer">
+     <property name="orientation">
+      <enum>Qt::Vertical</enum>
+     </property>
+     <property name="sizeHint" stdset="0">
+      <size>
+       <width>20</width>
+       <height>14</height>
+      </size>
+     </property>
+    </spacer>
+   </item>
+   <item>
+    <widget class="QDialogButtonBox" name="buttonBox">
+     <property name="orientation">
+      <enum>Qt::Horizontal</enum>
+     </property>
+     <property name="standardButtons">
+      <set>QDialogButtonBox::Cancel|QDialogButtonBox::Ok</set>
+     </property>
+    </widget>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>accepted()</signal>
+   <receiver>RenameClassifyDialog</receiver>
+   <slot>accept()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>248</x>
+     <y>254</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>157</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+  <connection>
+   <sender>buttonBox</sender>
+   <signal>rejected()</signal>
+   <receiver>RenameClassifyDialog</receiver>
+   <slot>reject()</slot>
+   <hints>
+    <hint type="sourcelabel">
+     <x>316</x>
+     <y>260</y>
+    </hint>
+    <hint type="destinationlabel">
+     <x>286</x>
+     <y>274</y>
+    </hint>
+   </hints>
+  </connection>
+ </connections>
+</ui>

deploy/shitu_index_manager/ui/WaitDialog.ui

+<?xml version="1.0" encoding="UTF-8"?>
+<ui version="4.0">
+ <class>WaitDialog</class>
+ <widget class="QDialog" name="WaitDialog">
+  <property name="windowModality">
+   <enum>Qt::NonModal</enum>
+  </property>
+  <property name="geometry">
+   <rect>
+    <x>0</x>
+    <y>0</y>
+    <width>324</width>
+    <height>78</height>
+   </rect>
+  </property>
+  <property name="windowTitle">
+   <string>请等待</string>
+  </property>
+  <layout class="QVBoxLayout" name="verticalLayout">
+   <item>
+    <widget class="QLabel" name="msgLabel">
+     <property name="text">
+      <string>正在更新索引库，请等待。。。</string>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <widget class="QProgressBar" name="progressBar">
+     <property name="maximum">
+      <number>0</number>
+     </property>
+     <property name="value">
+      <number>-1</number>
+     </property>
+    </widget>
+   </item>
+   <item>
+    <spacer name="verticalSpacer">
+     <property name="orientation">
+      <enum>Qt::Vertical</enum>
+     </property>
+     <property name="sizeHint" stdset="0">
+      <size>
+       <width>20</width>
+       <height>1</height>
+      </size>
+     </property>
+    </spacer>
+   </item>
+  </layout>
+ </widget>
+ <resources/>
+ <connections/>
+</ui>