1、完善命名规范

2、完成<冗余数据切割和标签映射>的全部代码

func/Module_cut_PSG.py

@@ -0,0 +1,307 @@
+from ast import literal_eval
+from gc import collect
+from math import floor
+from pathlib import Path
+
+from PySide6.QtWidgets import QMessageBox, QMainWindow, QApplication
+from numpy import array
+from overrides import overrides
+from pandas import read_csv, DataFrame
+from yaml import dump, load, FullLoader
+
+from func.utils.PublicFunc import PublicFunc
+from func.utils.Constants import Constants, ConfigParams
+
+from ui.MainWindow.MainWindow_cut_PSG import Ui_MainWindow_cut_PSG
+
+
+Config = {
+
+}
+
+ButtonState = {
+    "Default": {
+        "pushButton_execute": True
+    },
+    "Current": {
+        "pushButton_execute": True
+    }
+}
+
+
+class MainWindow_cut_PSG(QMainWindow):
+
+    def __init__(self):
+        super(MainWindow_cut_PSG, self).__init__()
+        self.ui = Ui_MainWindow_cut_PSG()
+        self.ui.setupUi(self)
+
+        self.root_path = None
+        self.sampID = None
+
+        self.__read_config__()
+
+        self.data = None
+
+        # 初始化进度条
+        self.ui.progressbar.setStyleSheet(Constants.PROGRESSBAR_STYLE)
+        self.progressbar = self.ui.progressbar
+
+        self.msgBox = QMessageBox()
+        self.msgBox.setWindowTitle(Constants.MAINWINDOW_MSGBOX_TITLE)
+
+    @overrides
+    def show(self, root_path, sampID):
+        super().show()
+        self.root_path = root_path
+        self.sampID = sampID
+
+        PublicFunc.__resetAllButton__(self, ButtonState)
+
+        Config.update({
+            "Path": {
+                "InputFolder": str(Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_TEXT / Path(str(self.sampID))),
+                "SaveFolder": str(Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_ALIGNED / Path(str(self.sampID))),
+                "InputAlignInfo": str(Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_ALIGNED / Path(str(self.sampID)) / (ConfigParams.CUT_PSG_SAVE_ECG_ALIGNINFO_FILENAME + ConfigParams.ENDSWITH_TXT))
+            }
+        })
+
+        self.ui.plainTextEdit_channel.setPlainText(', '.join(Config["ChannelInput"].keys()))
+        self.ui.plainTextEdit_label.setPlainText(', '.join(Config["LabelInput"].keys()))
+
+        self.ui.pushButton_execute.clicked.connect(self.__slot_btn_execute__)
+
+    @overrides
+    def closeEvent(self, event):
+        PublicFunc.__disableAllButton__(self, ButtonState)
+
+        PublicFunc.statusbar_show_msg(self, PublicFunc.format_status_msg(Constants.SHUTTING_DOWN))
+        QApplication.processEvents()
+
+        # 释放资源
+        del self.data
+        self.deleteLater()
+        collect()
+        event.accept()
+
+    @staticmethod
+    def __reset__():
+        ButtonState["Current"].update(ButtonState["Default"].copy())
+
+    def __read_config__(self):
+        if not Path(ConfigParams.CUT_PSG_CONFIG_FILE_PATH).exists():
+            with open(ConfigParams.CUT_PSG_CONFIG_FILE_PATH, "w") as f:
+                dump(ConfigParams.CUT_PSG_CONFIG_NEW_CONTENT, f)
+
+        with open(ConfigParams.CUT_PSG_CONFIG_FILE_PATH, "r") as f:
+            file_config = load(f.read(), Loader=FullLoader)
+            Config.update(file_config)
+
+        # 数据回显
+        self.ui.spinBox_ECGFreq.setValue(Config["ECGFreq"])
+
+    def __slot_btn_execute__(self):
+        PublicFunc.__disableAllButton__(self, ButtonState)
+
+        self.data = Data()
+        Config["ECGFreq"] = self.ui.spinBox_ECGFreq.value()
+
+        # 检查文件是否存在并获取其数据采样率
+        PublicFunc.progressbar_update(self, 1, 5, Constants.CUT_PSG_GETTING_FILE_AND_FREQ, 0)
+        status, info = self.data.get_file_and_freq()
+        if not status:
+            PublicFunc.text_output(self.ui, "(1/5)" + info, Constants.TIPS_TYPE_ERROR)
+            PublicFunc.msgbox_output(self, info, Constants.MSGBOX_TYPE_ERROR)
+            PublicFunc.finish_operation(self, ButtonState)
+            return
+        else:
+            PublicFunc.text_output(self.ui, "(1/5)" + info, Constants.TIPS_TYPE_INFO)
+
+        PublicFunc.finish_operation(self, ButtonState)
+
+        # 导入数据
+        PublicFunc.progressbar_update(self, 2, 5, Constants.INPUTTING_DATA, 10)
+        status, info = self.data.open_file()
+        if not status:
+            PublicFunc.text_output(self.ui, "(2/5)" + info, Constants.TIPS_TYPE_ERROR)
+            PublicFunc.msgbox_output(self, info, Constants.MSGBOX_TYPE_ERROR)
+            PublicFunc.finish_operation(self, ButtonState)
+            return
+        else:
+            PublicFunc.text_output(self.ui, "(2/5)" + info, Constants.TIPS_TYPE_INFO)
+
+        PublicFunc.finish_operation(self, ButtonState)
+
+        # 切割数据
+        PublicFunc.progressbar_update(self, 3, 5, Constants.CUT_PSG_CUTTING_DATA, 40)
+        status, info = self.data.cut_data()
+        if not status:
+            PublicFunc.text_output(self.ui, "(3/5)" + info, Constants.TIPS_TYPE_ERROR)
+            PublicFunc.msgbox_output(self, info, Constants.MSGBOX_TYPE_ERROR)
+            PublicFunc.finish_operation(self, ButtonState)
+            return
+        else:
+            PublicFunc.text_output(self.ui, "(3/5)" + info, Constants.TIPS_TYPE_INFO)
+
+        PublicFunc.finish_operation(self, ButtonState)
+
+        # 标签映射
+        PublicFunc.progressbar_update(self, 4, 5, Constants.CUT_PSG_ALIGNING_LABEL, 60)
+        status, info = self.data.align_label()
+        if not status:
+            PublicFunc.text_output(self.ui, "(4/5)" + info, Constants.TIPS_TYPE_ERROR)
+            PublicFunc.msgbox_output(self, info, Constants.MSGBOX_TYPE_ERROR)
+            PublicFunc.finish_operation(self, ButtonState)
+            return
+        else:
+            PublicFunc.text_output(self.ui, "(4/5)" + info, Constants.TIPS_TYPE_INFO)
+
+        PublicFunc.finish_operation(self, ButtonState)
+
+        # 切割数据
+        PublicFunc.progressbar_update(self, 5, 5, Constants.SAVING_DATA, 70)
+        status, info = self.data.save()
+        if not status:
+            PublicFunc.text_output(self.ui, "(5/5)" + info, Constants.TIPS_TYPE_ERROR)
+            PublicFunc.msgbox_output(self, info, Constants.MSGBOX_TYPE_ERROR)
+            PublicFunc.finish_operation(self, ButtonState)
+            return
+        else:
+            PublicFunc.text_output(self.ui, "(5/5)" + info, Constants.TIPS_TYPE_INFO)
+            PublicFunc.msgbox_output(self, info, Constants.TIPS_TYPE_INFO)
+
+        PublicFunc.finish_operation(self, ButtonState)
+
+
+class Data:
+
+    def __init__(self):
+        self.alignInfo = None
+
+        self.raw = {key: array([]) for key in Config["ChannelInput"]}
+        self.freq = {key: 0 for key in Config["ChannelInput"]}
+
+        self.SALabel = None
+        self.startTime = None
+
+    def get_file_and_freq(self):
+        try:
+            for file_path in Path(Config["Path"]["InputFolder"]).glob('*'):
+                if file_path.is_file():
+                    file_stem = Path(file_path).stem
+                    for key, prefix in Config["ChannelInput"].items():
+                        if file_stem.startswith(prefix):
+                            freq_str = file_stem.rsplit('_', 1)[1]
+                            try:
+                                freq = int(freq_str)
+                                self.freq[key] = freq
+                            except ValueError:
+                                return False, Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Filename_Format_not_Correct"]
+            for value in self.freq.values():
+                if value == 0:
+                    return False, Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Filename_Format_not_Correct"]
+            if not any((Config["LabelInput"]["SA Label"] + Config["EndWith"]["SA Label"]) in str(file) for file in Path(Config["Path"]["InputFolder"]).glob('*')):
+                return False, Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE + Constants.CUT_PSG_FAILURE_REASON["File_not_Exist"]
+            if not any((Config["StartTime"] + Config["EndWith"]["StartTime"]) in str(file) for file in Path(Config["Path"]["InputFolder"]).glob('*')):
+                return False, Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE + Constants.CUT_PSG_FAILURE_REASON["File_not_Exist"]
+            if not Path(Config["Path"]["InputAlignInfo"]).exists():
+                return False, Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE + Constants.CUT_PSG_FAILURE_REASON["File_not_Exist"]
+        except Exception:
+            return False, Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE + Constants.CUT_PSG_GET_FILE_AND_FREQ_FAILURE["Get_File_and_Freq_Excepetion"]
+
+        return True, Constants.CUT_PSG_GET_FILE_AND_FREQ_FINISHED
+
+    def open_file(self):
+        try:
+            for key in Config["ChannelInput"].keys():
+                self.raw[key] = read_csv(Path(Config["Path"]["InputFolder"]) / Path((Config["ChannelInput"][key] + str(self.freq[key]) + Config["EndWith"][key])),
+                                         encoding=ConfigParams.UTF8_ENCODING,
+                                         header=None).to_numpy().reshape(-1)
+            self.SALabel = read_csv(Path(Config["Path"]["InputFolder"]) / Path((Config["LabelInput"]["SA Label"] + Config["EndWith"]["SA Label"])),
+                                    encoding=ConfigParams.GBK_ENCODING)
+            self.startTime = read_csv(Path(Config["Path"]["InputFolder"]) / Path((Config["StartTime"] + Config["EndWith"]["StartTime"])),
+                                      encoding=ConfigParams.UTF8_ENCODING,
+                                      header=None).to_numpy().reshape(-1)
+            self.alignInfo = read_csv(Path(Config["Path"]["InputAlignInfo"]),
+                                      encoding=ConfigParams.UTF8_ENCODING,
+                                      header=None).to_numpy().reshape(-1)
+            self.alignInfo = literal_eval(self.alignInfo[0])
+        except Exception:
+            return False, Constants.INPUT_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Read_Data_Exception"]
+
+        return True, Constants.INPUT_FINISHED
+
+    def cut_data(self):
+        try:
+            for key, raw in self.raw.items():
+                # 转换切割点
+                ECG_freq = Config["ECGFreq"]
+                raw_freq = self.freq[key]
+                duration_second = ((self.alignInfo["cut_index"]["back_ECG"] - self.alignInfo["cut_index"]["front_ECG"]) // 1000) + 1
+                start_index_cut = floor(self.alignInfo["cut_index"]["front_ECG"] * (raw_freq / ECG_freq))
+                end_index_cut = start_index_cut + (duration_second * raw_freq)
+
+                try:
+                    # 切割信号
+                    self.raw[key] = self.raw[key][start_index_cut:end_index_cut]
+                except Exception:
+                    return False, Constants.CUT_PSG_CUT_DATA_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Cut_Data_Length_not_Correct"]
+        except Exception:
+            return False, Constants.CUT_PSG_CUT_DATA_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Cut_Data_Exception"]
+
+        return True, Constants.CUT_PSG_CUT_DATA_FINISHED
+
+    def align_label(self):
+        try:
+        # 读取SA标签
+            self.SALabel = self.SALabel.loc[:, ~self.SALabel.columns.str.contains("^Unnamed")]
+            self.SALabel = self.SALabel[self.SALabel["Event type"].isin(ConfigParams.CUT_PSG_SALABEL_EVENT)]
+            self.SALabel["Duration"] = self.SALabel["Duration"].astype(str)
+            self.SALabel["Duration"] = self.SALabel["Duration"].str.replace(r' \(.*?\)', '', regex=True)
+        except Exception:
+            return False, Constants.CUT_PSG_ALIGN_LABEL_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Align_Label_SALabel_Format_not_Correct"]
+
+        try:
+            # 获取记录开始时间
+            start_time = str(self.startTime[0]).split(" ")[1]
+            start_time = Data.get_time_to_seconds(start_time)
+
+            # 计算起始时间秒数和终止时间秒数
+            self.SALabel["Start"] = (self.SALabel["Time"].apply(self.get_time_to_seconds) - start_time).apply(
+                lambda x: x + 24 * 3600 if x < 0 else x).astype(int)
+            self.SALabel["End"] = self.SALabel["Start"] + self.SALabel["Duration"].astype(float).round(0).astype(int)
+
+            # 标签映射
+            ECG_length = self.alignInfo["cut_index"]["back_ECG"] - self.alignInfo["cut_index"]["front_ECG"]
+            self.SALabel["Start"] = self.SALabel["Start"] - round((self.alignInfo["cut_index"]["front_ECG"] / 1000))
+            self.SALabel["End"] = self.SALabel["End"] - round((self.alignInfo["cut_index"]["front_ECG"] / 1000))
+            self.SALabel = self.SALabel[self.SALabel["End"] >= 0]
+            self.SALabel.loc[self.SALabel["Start"] < 0, "Start"] = 0
+            self.SALabel = self.SALabel[self.SALabel["Start"] < ECG_length]
+            self.SALabel.loc[self.SALabel["End"] >= ECG_length, "End"] = ECG_length - 1
+        except Exception:
+            return False, Constants.CUT_PSG_ALIGN_LABEL_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Align_Label_Exception"]
+
+        return True, Constants.CUT_PSG_ALIGN_LABEL_FINISHED
+
+    def save(self):
+        for raw in self.raw.values():
+            if len(raw) == 0:
+                return False, Constants.SAVING_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Save_Data_not_Exist"]
+
+        try:
+            for key, raw in self.raw.items():
+                DataFrame(raw.reshape(-1)).to_csv(Path(Config["Path"]["SaveFolder"]) / Path((Config["ChannelSave"][key] + str(self.freq[key]) + Config["EndWith"][key])),
+                                                  index=False, header=False)
+            self.SALabel.to_csv(Path(Config["Path"]["SaveFolder"]) / Path((Config["LabelSave"]["SA Label"] + Config["EndWith"]["SA Label"])),
+                                index=False,
+                                encoding="gbk")
+        except Exception:
+            return False, Constants.SAVING_FAILURE + Constants.CUT_PSG_FAILURE_REASON["Save_Exception"]
+
+        return True, Constants.SAVING_FINISHED
+
+    @staticmethod
+    def get_time_to_seconds(time_str):
+        h, m, s = map(int, time_str.split(":"))
+        return h * 3600 + m * 60 + s

func/Module_detect_Jpeak.py

@@ -41,7 +41,6 @@ ButtonState = {
 class SettingWindow(QMainWindow):
 
     def __init__(self, root_path, sampID):
-
         super(SettingWindow, self).__init__()
         self.ui = Ui_MainWindow_detect_Jpeak_input_setting()
         self.ui.setupUi(self)
@@ -58,7 +57,6 @@ class SettingWindow(QMainWindow):
         self.ui.pushButton_cancel.clicked.connect(self.close)
 
     def __read_config__(self):
-
         if not Path(ConfigParams.DETECT_JPEAK_CONFIG_FILE_PATH).exists():
             with open(ConfigParams.DETECT_JPEAK_CONFIG_FILE_PATH, "w") as f:
                 dump(ConfigParams.DETECT_JPEAK_CONFIG_NEW_CONTENT, f)
@@ -87,7 +85,6 @@ class SettingWindow(QMainWindow):
         self.ui.plainTextEdit_file_path_save.setPlainText(Config["Path"]["Save"])
 
     def __write_config__(self):
-
         # 从界面写入配置
         Config["InputConfig"]["Freq"] = self.ui.spinBox_input_freq.value()
         Config["Path"]["Input"] = self.ui.plainTextEdit_file_path_input.toPlainText()
@@ -104,11 +101,9 @@ class SettingWindow(QMainWindow):
         self.close()
 
     def __rollback_config__(self):
-
         self.__read_config__()
 
     def __update_ui__(self):
-
         self.ui.plainTextEdit_file_path_input.setPlainText(
             str((Path(self.root_path) /
                  ConfigParams.PUBLIC_PATH_ORGBCG_TEXT /
@@ -117,10 +112,10 @@ class SettingWindow(QMainWindow):
                       str(self.ui.spinBox_input_freq.value()) +
                       ConfigParams.ENDSWITH_TXT))))
 
+
 class MainWindow_detect_Jpeak(QMainWindow):
 
     def __init__(self):
-
         super(MainWindow_detect_Jpeak, self).__init__()
         self.ui = Ui_MainWindow_detect_Jpeak()
         self.ui.setupUi(self)
@@ -149,7 +144,6 @@ class MainWindow_detect_Jpeak(QMainWindow):
 
     @overrides
     def show(self, root_path, sampID):
-
         super().show()
         self.root_path = root_path
         self.sampID = sampID
@@ -196,7 +190,6 @@ class MainWindow_detect_Jpeak(QMainWindow):
 
     @overrides
     def closeEvent(self, event):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         PublicFunc.statusbar_show_msg(self, PublicFunc.format_status_msg(Constants.SHUTTING_DOWN))
@@ -217,12 +210,10 @@ class MainWindow_detect_Jpeak(QMainWindow):
 
     @staticmethod
     def __reset__():
-
         ButtonState["Current"].update(ButtonState["Default"].copy())
         ButtonState["Current"]["pushButton_view"] = True
 
     def __plot__(self):
-
         # 清空画框
         self.reset_axes()
 
@@ -249,7 +240,6 @@ class MainWindow_detect_Jpeak(QMainWindow):
         return status, info
 
     def __update_config__(self):
-
         Config["Filter"]["BandPassLow"] = self.ui.doubleSpinBox_bandPassLow.value()
         Config["Filter"]["BandPassHigh"] = self.ui.doubleSpinBox_bandPassHigh.value()
         Config["PeaksValue"] = self.ui.spinBox_peaksValue.value()
@@ -260,7 +250,6 @@ class MainWindow_detect_Jpeak(QMainWindow):
         Config["DetectMethod"] = self.ui.comboBox_model.currentText()
 
     def __slot_btn_input__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 清空画框
@@ -300,7 +289,6 @@ class MainWindow_detect_Jpeak(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_view__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 数据预处理
@@ -348,7 +336,6 @@ class MainWindow_detect_Jpeak(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_save__(self):
-
         reply = QMessageBox.question(self, Constants.QUESTION_TITLE,
                                      Constants.QUESTION_CONTENT + Config["Path"]["Save"],
                                      QMessageBox.Yes | QMessageBox.No,
@@ -382,13 +369,11 @@ class MainWindow_detect_Jpeak(QMainWindow):
             PublicFunc.finish_operation(self, ButtonState)
 
     def reset_axes(self):
-
         self.ax0.clear()
         self.ax0.grid(True)
         self.ax0.xaxis.set_major_formatter(ConfigParams.FORMATTER)
 
     def update_ui_comboBox_model(self, model_list):
-
         self.ui.comboBox_model.clear()
         self.ui.comboBox_model.addItems(model_list)
 
@@ -396,31 +381,25 @@ class MainWindow_detect_Jpeak(QMainWindow):
 class Data:
 
     def __init__(self):
-
-        self.file_path_input = Config["Path"]["Input"]
-        self.file_path_save = Config["Path"]["Save"]
-
         self.raw_data = None
         self.processed_data = None
         self.peak = None
         self.interval = None
 
     def open_file(self):
-
         if not Path(Config["Path"]["Input"]).exists():
             return False, Constants.INPUT_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Data_Path_Not_Exist"]
 
         try:
-            self.raw_data = read_csv(self.file_path_input,
+            self.raw_data = read_csv(Config["Path"]["Input"],
-                                 encoding=ConfigParams.UTF8_ENCODING,
+                                     encoding=ConfigParams.UTF8_ENCODING,
-                                 header=None).to_numpy().reshape(-1)
+                                     header=None).to_numpy().reshape(-1)
         except Exception:
             return False, Constants.INPUT_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Read_Data_Exception"]
 
         return True, Constants.INPUT_FINISHED
 
     def preprocess(self):
-
         if self.raw_data is None:
             return False, Constants.DETECT_JPEAK_PROCESS_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Raw_Data_Not_Exist"]
 
@@ -436,7 +415,6 @@ class Data:
         return True, Constants.DETECT_JPEAK_PROCESS_FINISHED
 
     def predict_Jpeak(self, model):
-
         if not (Path(model.model_folder_path) / Path(model.selected_model)).exists():
             return False, Constants.DETECT_JPEAK_PREDICT_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Model_File_Not_Exist"]
 
@@ -458,12 +436,11 @@ class Data:
         return True, Constants.DETECT_JPEAK_PREDICT_FINISHED
 
     def save(self, chunk):
-
         if self.peak is None:
             return False, Constants.SAVING_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Peak_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.SAVING_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Save_Exception"]
 
@@ -473,14 +450,12 @@ class Data:
 class Model:
 
     def __init__(self):
-
         self.model_folder_path = Config["ModelFolderPath"]
         self.model_list = None
         self.selected_model_path = None
         self.selected_model = None
 
     def seek_model(self):
-
         if not Path(Config["ModelFolderPath"]).exists():
             return False, Constants.DETECT_JPEAK_LOAD_FAILURE + Constants.DETECT_JPEAK_FAILURE_REASON["Model_Path_Not_Exist"]
 

func/Module_detect_Rpeak.py

@@ -41,7 +41,6 @@ ButtonState = {
 class SettingWindow(QMainWindow):
 
     def __init__(self, root_path, sampID):
-
         super(SettingWindow, self).__init__()
         self.ui = Ui_MainWindow_detect_Rpeak_input_setting()
         self.ui.setupUi(self)
@@ -58,7 +57,6 @@ class SettingWindow(QMainWindow):
         self.ui.pushButton_cancel.clicked.connect(self.close)
 
     def __read_config__(self):
-
         if not Path(ConfigParams.DETECT_RPEAK_CONFIG_FILE_PATH).exists():
             with open(ConfigParams.DETECT_RPEAK_CONFIG_FILE_PATH, "w") as f:
                 dump(ConfigParams.DETECT_RPEAK_CONFIG_NEW_CONTENT, f)
@@ -86,7 +84,6 @@ class SettingWindow(QMainWindow):
         self.ui.plainTextEdit_file_path_save.setPlainText(Config["Path"]["Save"])
 
     def __write_config__(self):
-
         # 从界面写入配置
         Config["InputConfig"]["Freq"] = self.ui.spinBox_input_freq.value()
         Config["Path"]["Input"] = self.ui.plainTextEdit_file_path_input.toPlainText()
@@ -101,11 +98,9 @@ class SettingWindow(QMainWindow):
         self.close()
 
     def __rollback_config__(self):
-
         self.__read_config__()
 
     def __update_ui__(self):
-
         self.ui.plainTextEdit_file_path_input.setPlainText(
             str((Path(self.root_path) /
                  ConfigParams.PUBLIC_PATH_PSG_TEXT /
@@ -118,7 +113,6 @@ class SettingWindow(QMainWindow):
 class MainWindow_detect_Rpeak(QMainWindow):
 
     def __init__(self):
-
         super(MainWindow_detect_Rpeak, self).__init__()
         self.ui = Ui_MainWindow_detect_Rpeak()
         self.ui.setupUi(self)
@@ -147,7 +141,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
 
     @overrides
     def show(self, root_path, sampID):
-
         super().show()
         self.root_path = root_path
         self.sampID = sampID
@@ -190,7 +183,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
 
     @overrides
     def closeEvent(self, event):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         PublicFunc.statusbar_show_msg(self, PublicFunc.format_status_msg(Constants.SHUTTING_DOWN))
@@ -211,12 +203,10 @@ class MainWindow_detect_Rpeak(QMainWindow):
 
     @staticmethod
     def __reset__():
-
         ButtonState["Current"].update(ButtonState["Default"].copy())
         ButtonState["Current"]["pushButton_view"] = True
 
     def __plot__(self):
-
         # 清空画框
         self.reset_axes()
 
@@ -247,14 +237,12 @@ class MainWindow_detect_Rpeak(QMainWindow):
         return status, info
 
     def __update_config__(self):
-
         Config["Filter"]["BandPassLow"] = self.ui.doubleSpinBox_bandPassLow.value()
         Config["Filter"]["BandPassHigh"] = self.ui.doubleSpinBox_bandPassHigh.value()
         Config["PeaksValue"] = self.ui.spinBox_peaksValue.value()
         Config["DetectMethod"] = self.ui.comboBox_method.currentText()
 
     def __slot_btn_input__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 清空画框
@@ -300,7 +288,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_view__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 数据预处理
@@ -347,7 +334,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_save__(self):
-
         reply = QMessageBox.question(self, Constants.QUESTION_TITLE,
                                      Constants.QUESTION_CONTENT + Config["Path"]["Save"],
                                      QMessageBox.Yes | QMessageBox.No,
@@ -381,7 +367,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
             PublicFunc.finish_operation(self, ButtonState)
 
     def reset_axes(self):
-
         self.ax0.clear()
         self.ax1.clear()
         self.ax0.grid(True)
@@ -391,7 +376,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
         self.ax1.xaxis.set_major_formatter(ConfigParams.FORMATTER)
 
     def update_ui_comboBox_method(self, method_list):
-
         self.ui.comboBox_method.clear()
         self.ui.comboBox_method.addItems(method_list)
 
@@ -399,9 +383,6 @@ class MainWindow_detect_Rpeak(QMainWindow):
 class Data:
 
     def __init__(self):
-        self.file_path_input = Config["Path"]["Input"]
-        self.file_path_save = Config["Path"]["Save"]
-
         self.raw_data = None
         self.processed_data = None
         self.peak = None
@@ -409,21 +390,19 @@ class Data:
         self.RRIV = None
 
     def open_file(self):
-
         if not Path(Config["Path"]["Input"]).exists():
             return False, Constants.INPUT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Data_Path_Not_Exist"]
 
         try:
-            self.raw_data = read_csv(self.file_path_input,
+            self.raw_data = read_csv(Config["Path"]["Input"],
-                                 encoding=ConfigParams.UTF8_ENCODING,
+                                     encoding=ConfigParams.UTF8_ENCODING,
-                                 header=None).to_numpy().reshape(-1)
+                                     header=None).to_numpy().reshape(-1)
         except Exception:
             return False, Constants.INPUT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Read_Data_Exception"]
 
         return True, Constants.INPUT_FINISHED
 
     def preprocess(self):
-
         if self.raw_data is None:
             return False, Constants.DETECT_RPEAK_PROCESS_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Raw_Data_Not_Exist"]
 
@@ -438,7 +417,6 @@ class Data:
         return True, Constants.DETECT_RPEAK_PROCESS_FINISHED
 
     def predict_Rpeak(self):
-
         if self.processed_data is None:
             return False, Constants.DETECT_RPEAK_PREDICT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Processed_Data_Not_Exist"]
 
@@ -453,12 +431,11 @@ class Data:
         return True, Constants.DETECT_RPEAK_PREDICT_FINISHED
 
     def save(self, chunk):
-
         if self.peak is None:
             return False, Constants.SAVING_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Peak_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.SAVING_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Save_Exception"]
 

func/Module_label_check.py

@@ -49,7 +49,6 @@ ButtonState = {
 class SettingWindow(QMainWindow):
 
     def __init__(self, mode, root_path, sampID):
-
         super(SettingWindow, self).__init__()
         self.ui = Ui_MainWindow_label_check_input_setting()
         self.ui.setupUi(self)
@@ -70,7 +69,6 @@ class SettingWindow(QMainWindow):
         self.ui.pushButton_cancel.clicked.connect(self.close)
 
     def __read_config__(self):
-
         if not Path(ConfigParams.LABEL_CHECK_CONFIG_FILE_PATH).exists():
             with open(ConfigParams.LABEL_CHECK_CONFIG_FILE_PATH, "w") as f:
                 dump(ConfigParams.LABEL_CHECK_CONFIG_NEW_CONTENT, f)
@@ -132,7 +130,6 @@ class SettingWindow(QMainWindow):
             raise ValueError("模式不存在")
 
     def __write_config__(self):
-
         # 从界面写入配置
         Config["InputConfig"]["Freq"] = self.ui.spinBox_input_freq_signal.value()
         Config["Path"]["Input_Signal"] = self.ui.plainTextEdit_file_path_input_signal.toPlainText()
@@ -158,11 +155,9 @@ class SettingWindow(QMainWindow):
         self.close()
 
     def __rollback_config__(self):
-
         self.__read_config__()
 
     def __update_ui__(self):
-
         if self.mode == "BCG":
             self.ui.plainTextEdit_file_path_input_signal.setPlainText(
                 str((Path(self.root_path) /
@@ -186,7 +181,6 @@ class SettingWindow(QMainWindow):
 class MainWindow_label_check(QMainWindow):
 
     def __init__(self):
-
         super(MainWindow_label_check, self).__init__()
         self.ui = Ui_MainWindow_label_check()
         self.ui.setupUi(self)
@@ -236,7 +230,6 @@ class MainWindow_label_check(QMainWindow):
 
     @overrides
     def show(self, mode, root_path, sampID):
-
         super().show()
         self.mode = mode
         self.root_path = root_path
@@ -307,7 +300,6 @@ class MainWindow_label_check(QMainWindow):
 
     @overrides
     def closeEvent(self, event):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         PublicFunc.statusbar_show_msg(self, PublicFunc.format_status_msg(Constants.SHUTTING_DOWN))
@@ -331,11 +323,9 @@ class MainWindow_label_check(QMainWindow):
 
     @staticmethod
     def __reset__():
-
         ButtonState["Current"].update(ButtonState["Default"].copy())
 
     def __plot__(self):
-
         # 清空画框
         if self.point_peak_original is not None:
             self.point_peak_original.remove()
@@ -373,7 +363,6 @@ class MainWindow_label_check(QMainWindow):
         return status, info
 
     def __plot_peaks__(self):
-
         try:
             self.point_peak_original, = self.ax0.plot(self.data.original_peak, self.data.original_peak_y, 'ro',
                                                       label=Constants.LABEL_CHECK_PLOT_LABEL_PEAK_ORIGINAL)
@@ -389,14 +378,12 @@ class MainWindow_label_check(QMainWindow):
         return True, Constants.DRAWING_FINISHED
 
     def __redraw_peaks__(self):
-
         self.point_peak_corrected.remove()
         self.point_peak_corrected, = self.ax1.plot(self.data.corrected_peak, self.data.corrected_peak_y, 'ro',
                                                    label=Constants.LABEL_CHECK_PLOT_LABEL_PEAK_CORRECTED)
         self.canvas.draw()
 
     def __update_tableWidget_and_info__(self):
-
         if self.data.original_peak is None or self.data.corrected_peak is None:
             return False, Constants.LABEL_CHECK_FAILURE_REASON["Peak_Not_Exist"]
 
@@ -419,7 +406,6 @@ class MainWindow_label_check(QMainWindow):
         return status, info
 
     def __update_config__(self):
-
         Config["FindPeaks"]["MinInterval"] = self.ui.doubleSpinBox_findpeaks_min_interval.value()
         Config["FindPeaks"]["MinHeight"] = self.ui.doubleSpinBox_findpeaks_min_height.value()
         Config["CustomAutoplayArgs"]["MoveLength"] = self.ui.spinBox_moveLength.value()
@@ -427,7 +413,6 @@ class MainWindow_label_check(QMainWindow):
         Config["CustomAutoplayArgs"]["MoveSpeed"] = self.ui.spinBox_moveSpeed.value()
 
     def __slot_btn_input__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 清空画框
@@ -526,7 +511,6 @@ class MainWindow_label_check(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_save__(self):
-
         reply = QMessageBox.question(self, Constants.QUESTION_TITLE,
                                      Constants.QUESTION_CONTENT + Config["Path"]["Save"],
                                      QMessageBox.Yes | QMessageBox.No,
@@ -560,7 +544,6 @@ class MainWindow_label_check(QMainWindow):
             PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_move__(self):
-
         if self.data is None:
             return
 
@@ -594,7 +577,6 @@ class MainWindow_label_check(QMainWindow):
             PublicFunc.text_output(self.ui, Constants.LABEL_CHECK_PAUSE, Constants.TIPS_TYPE_INFO)
 
     def __change_autoplay_args__(self):
-
         sender = self.sender()
 
         if sender == self.ui.radioButton_move_preset_1 and self.ui.radioButton_move_preset_1.isChecked():
@@ -637,7 +619,6 @@ class MainWindow_label_check(QMainWindow):
             self.timer_autoplay.stop()
 
     def __slot_tableWidget_on_cell_double_clicked__(self, row, col):
-
         if Config["AutoplayArgs"]["AutoplayMode"] != "pause":
             self.ui.pushButton_pause.click()
 
@@ -657,7 +638,6 @@ class MainWindow_label_check(QMainWindow):
         PublicFunc.text_output(self.ui, f"{Constants.LABEL_CHECK_JUMP_X_INDEX}{str(int(x))}", Constants.TIPS_TYPE_INFO)
 
     def reset_axes(self):
-
         self.ax0.clear()
         self.ax1.clear()
         self.ax0.grid(True)
@@ -667,7 +647,6 @@ class MainWindow_label_check(QMainWindow):
         self.ax1.xaxis.set_major_formatter(ConfigParams.FORMATTER)
 
     def on_xlim_change(self, event_ax):
-
         try:
             if self.annotation_tableWidget is not None:
                 self.annotation_tableWidget.remove()
@@ -676,7 +655,6 @@ class MainWindow_label_check(QMainWindow):
             pass
 
     def autoplay_move_xlim(self):
-
         if Config["AutoplayArgs"]["AutoplayMode"] == "prev" and self.autoplay_xlim_start < 0:
             Config["AutoplayArgs"]["AutoplayMode"] = "pause"
             self.timer_autoplay.stop()
@@ -694,7 +672,6 @@ class MainWindow_label_check(QMainWindow):
             self.canvas.draw()
 
     def on_motion(self, event):
-
         if event.inaxes and self.ui.checkBox_show_reference_line.isChecked():
             # Clear previous reference lines and temporary points
             for line in self.ax0.lines[1:]:
@@ -715,7 +692,6 @@ class MainWindow_label_check(QMainWindow):
             self.canvas.draw()
 
     def toggle_home(self):
-
         if Config["AutoplayArgs"]["AutoplayMode"] != "pause":
             self.ui.pushButton_pause.click()
         self.ax0.autoscale(True)
@@ -728,7 +704,6 @@ class MainWindow_label_check(QMainWindow):
         PublicFunc.text_output(self.ui, Constants.LABEL_CHECK_RECOVER_SCALE, Constants.TIPS_TYPE_INFO)
 
     def toggle_changeLabel(self, state):
-
         if state:
             self.deactivate_figToolbar_buttons()
             self.figToolbar.action_Label_Multiple.setChecked(True)
@@ -750,7 +725,6 @@ class MainWindow_label_check(QMainWindow):
                 self.figToolbar.cid_mouse_hold = None
 
     def deactivate_figToolbar_buttons(self):
-
         for action in self.figToolbar._actions.values():
             if action.isChecked() == True:
                 if action == self.figToolbar._actions['pan']:
@@ -759,7 +733,6 @@ class MainWindow_label_check(QMainWindow):
                     self.figToolbar.zoom()
 
     def on_click(self, event):
-
         if self.figToolbar.action_Label_Multiple.isChecked():
             if event.button == 1 or event.button == 3:  # 左键或右键
                 if event.button == 1:
@@ -776,7 +749,6 @@ class MainWindow_label_check(QMainWindow):
                 self.canvas.draw()
 
     def on_release(self, event):
-
         if self.figToolbar.action_Label_Multiple.isChecked():
             if self.figToolbar.rect_start_x is not None:
                 self.figToolbar.rect_end_x = event.xdata
@@ -839,8 +811,7 @@ class MainWindow_label_check(QMainWindow):
                 self.data.corrected_peak.sort()
                 self.data.corrected_peak_y = [self.data.processed_data[x] for x in self.data.corrected_peak]
                 self.__update_tableWidget_and_info__()
-                DataFrame(self.data.corrected_peak).to_csv(self.data.file_path_save,
+                DataFrame(self.data.corrected_peak).to_csv(Config["Path"]["Save"], index=False, header=False)
-                                                           index=False, header=False)
                 # 移除矩形patch
                 if self.figToolbar.rect_patch_ax0 is not None and self.figToolbar.rect_patch_ax1 is not None:
                     self.figToolbar.rect_patch_ax0.remove()
@@ -850,7 +821,6 @@ class MainWindow_label_check(QMainWindow):
                 self.canvas.draw()
 
     def on_hold(self, event):
-
         if self.figToolbar.rect_start_x is not None and event.xdata is not None:
             self.figToolbar.rect_end_x = event.xdata
 
@@ -896,10 +866,6 @@ class MainWindow_label_check(QMainWindow):
 class Data:
 
     def __init__(self):
-        self.file_path_input_signal = Config["Path"]["Input_Signal"]
-        self.file_path_input_peak = Config["Path"]["Input_Peak"]
-        self.file_path_save = Config["Path"]["Save"]
-
         self.raw_data = None
         self.processed_data = None
         self.original_peak = None
@@ -908,15 +874,14 @@ class Data:
         self.corrected_peak_y = None
 
     def open_file(self):
-
         if (not Path(Config["Path"]["Input_Signal"]).exists()) or (not Path(Config["Path"]["Input_Peak"]).exists()):
             return False, Constants.INPUT_FAILURE + Constants.LABEL_CHECK_FAILURE_REASON["Data_Path_Not_Exist"]
 
         try:
-            self.raw_data = read_csv(self.file_path_input_signal,
+            self.raw_data = read_csv(Config["Path"]["Input_Signal"],
-                                 encoding=ConfigParams.UTF8_ENCODING,
+                                     encoding=ConfigParams.UTF8_ENCODING,
-                                 header=None).to_numpy().reshape(-1)
+                                     header=None).to_numpy().reshape(-1)
-            self.original_peak = read_csv(self.file_path_input_peak,
+            self.original_peak = read_csv(Config["Path"]["Input_Peak"],
                                           encoding=ConfigParams.UTF8_ENCODING,
                                           header=None).to_numpy().reshape(-1)
         except Exception:
@@ -925,18 +890,16 @@ class Data:
         return True, Constants.INPUT_FINISHED
 
     def get_archive(self):
-
         if not Path(Config["Path"]["Save"]).exists():
             self.corrected_peak = self.original_peak
             return True, Constants.LABEL_CHECK_ARCHIVE_NOT_EXIST
         else:
-            self.corrected_peak = read_csv(self.file_path_save,
+            self.corrected_peak = read_csv(Config["Path"]["Save"],
-                                          encoding=ConfigParams.UTF8_ENCODING,
+                                           encoding=ConfigParams.UTF8_ENCODING,
-                                          header=None).to_numpy().reshape(-1)
+                                           header=None).to_numpy().reshape(-1)
             return True, Constants.LABEL_CHECK_ARCHIVE_EXIST
 
     def preprocess(self):
-
         if self.raw_data is None:
             return False, Constants.LABEL_CHECK_PROCESS_FAILURE + Constants.LABEL_CHECK_FAILURE_REASON["Raw_Data_Not_Exist"]
 
@@ -963,12 +926,11 @@ class Data:
         return True, Constants.LABEL_CHECK_PROCESS_FINISHED
 
     def save(self, chunk):
-
         if self.corrected_peak is None:
             return False, Constants.SAVING_FAILURE + Constants.LABEL_CHECK_FAILURE_REASON["Peak_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.SAVING_FAILURE + Constants.LABEL_CHECK_FAILURE_REASON["Save_Exception"]
 
@@ -1007,21 +969,17 @@ class CustomNavigationToolbar(NavigationToolbar2QT):
         self.rect_patch_ax1 = None  # 用于绘制矩形的patch
 
     def home(self, *args):
-
         pass
 
     def zoom(self, *args):
-
         super().zoom(*args)
         self.deactivate_figToorbar_changeLabel_mode()
 
     def pan(self, *args):
-
         super().pan(*args)
         self.deactivate_figToorbar_changeLabel_mode()
 
     def deactivate_figToorbar_changeLabel_mode(self):
-
         if self.action_Label_Multiple.isChecked():
             self.action_Label_Multiple.setChecked(False)
             if self.cid_mouse_press is not None:

func/Module_mainwindow.py

@@ -12,6 +12,7 @@ from func.Module_detect_Jpeak import MainWindow_detect_Jpeak
 from func.Module_detect_Rpeak import MainWindow_detect_Rpeak
 from func.Module_label_check import MainWindow_label_check
 from func.Module_precisely_align import MainWindow_precisely_align
+from func.Module_cut_PSG import MainWindow_cut_PSG
 
 from func.utils.Constants import Constants, ConfigParams
 
@@ -27,7 +28,6 @@ Config = {
 class MainWindow(QMainWindow, Ui_Signal_Label):
 
     def __init__(self):
-
         super(MainWindow, self).__init__()
         self.ui = Ui_Signal_Label()
         self.ui.setupUi(self)
@@ -45,6 +45,7 @@ class MainWindow(QMainWindow, Ui_Signal_Label):
         self.detect_Rpeak = None
         self.label_check = None
         self.precisely_align = None
+        self.cut_PSG = None
 
         # 绑定槽函数
         self.ui.pushButton_open.clicked.connect(self.__slot_btn_open__)
@@ -55,10 +56,10 @@ class MainWindow(QMainWindow, Ui_Signal_Label):
         self.ui.pushButton_label_check_BCG.clicked.connect(self.__slot_btn_label_check__)
         self.ui.pushButton_label_check_ECG.clicked.connect(self.__slot_btn_label_check__)
         self.ui.pushButton_precisely_align.clicked.connect(self.__slot_btn_precisely_align__)
+        self.ui.pushButton_cut_PSG.clicked.connect(self.__slot_btn_cut_PSG__)
 
     @staticmethod
     def __read_config__():
-
         if not Path(ConfigParams.PUBLIC_CONFIG_FILE_PATH).exists():
             with open(ConfigParams.PUBLIC_CONFIG_FILE_PATH, "w") as f:
                 dump(ConfigParams.PUBLIC_CONFIG_NEW_CONTENT, f)
@@ -69,12 +70,10 @@ class MainWindow(QMainWindow, Ui_Signal_Label):
 
     @staticmethod
     def __write_config__():
-
         with open(Path(ConfigParams.PUBLIC_CONFIG_FILE_PATH), "w") as f:
             dump(Config, f)
 
     def __slot_btn_open__(self):
-
         file_dialog = QFileDialog()
         file_dialog.setFileMode(QFileDialog.Directory)
         file_dialog.setOption(QFileDialog.ShowDirsOnly, True)
@@ -89,7 +88,6 @@ class MainWindow(QMainWindow, Ui_Signal_Label):
             PublicFunc.msgbox_output(self, Constants.OPERATION_CANCELED, Constants.MSGBOX_TYPE_INFO)
 
     def __slot_btn_preprocess__(self):
-
         self.preprocess = MainWindow_preprocess()
 
         sender = self.sender()
@@ -104,21 +102,18 @@ class MainWindow(QMainWindow, Ui_Signal_Label):
         self.preprocess.show(mode, root_path, sampID)
 
     def __slot_btn_detect_Jpeak__(self):
-
         self.detect_Jpeak = MainWindow_detect_Jpeak()
         root_path = self.ui.plainTextEdit_root_path.toPlainText()
         sampID = int(self.ui.comboBox_sampID.currentText())
         self.detect_Jpeak.show(root_path, sampID)
 
     def __slot_btn_detect_Rpeak__(self):
-
         self.detect_Rpeak = MainWindow_detect_Rpeak()
         root_path = self.ui.plainTextEdit_root_path.toPlainText()
         sampID = int(self.ui.comboBox_sampID.currentText())
         self.detect_Rpeak.show(root_path, sampID)
 
     def __slot_btn_label_check__(self):
-
         self.label_check = MainWindow_label_check()
 
         sender = self.sender()
@@ -133,14 +128,18 @@ class MainWindow(QMainWindow, Ui_Signal_Label):
         self.label_check.show(mode, root_path, sampID)
 
     def __slot_btn_precisely_align__(self):
-
         self.precisely_align = MainWindow_precisely_align()
         root_path = self.ui.plainTextEdit_root_path.toPlainText()
         sampID = int(self.ui.comboBox_sampID.currentText())
         self.precisely_align.show(root_path, sampID)
 
-    def seek_sampID(self, path):
+    def __slot_btn_cut_PSG__(self):
+        self.cut_PSG = MainWindow_cut_PSG()
+        root_path = self.ui.plainTextEdit_root_path.toPlainText()
+        sampID = int(self.ui.comboBox_sampID.currentText())
+        self.cut_PSG.show(root_path, sampID)
 
+    def seek_sampID(self, path):
         if not Path(path).exists():
             PublicFunc.msgbox_output(self, Constants.MAINWINDOW_ROOT_PATH_NOT_EXIST, Constants.MSGBOX_TYPE_ERROR)
             return

func/Module_precisely_align.py

@@ -82,7 +82,6 @@ ButtonState = {
 class SettingWindow(QMainWindow):
 
     def __init__(self, root_path, sampID):
-
         super(SettingWindow, self).__init__()
         self.ui = Ui_MainWindow_precisely_align_input_setting()
         self.ui.setupUi(self)
@@ -99,7 +98,6 @@ class SettingWindow(QMainWindow):
         self.ui.pushButton_cancel.clicked.connect(self.close)
 
     def __read_config__(self):
-
         if not Path(ConfigParams.PRECISELY_ALIGN_CONFIG_FILE_PATH).exists():
             with open(ConfigParams.PRECISELY_ALIGN_CONFIG_FILE_PATH, "w") as f:
                 dump(ConfigParams.PRECISELY_ALIGN_CONFIG_NEW_CONTENT, f)
@@ -213,7 +211,6 @@ class SettingWindow(QMainWindow):
         self.ui.plainTextEdit_file_path_save_Rpeak.setPlainText(Config["Path"]["Save_Rpeak"])
 
     def __write_config__(self):
-
         # 从界面写入配置
         Config["InputConfig"]["ECGFreq"] = self.ui.spinBox_input_freq_ECG.value()
         Config["Path"]["Input_orgBcg"] = self.ui.plainTextEdit_file_path_input_orgBcg.toPlainText()
@@ -238,11 +235,9 @@ class SettingWindow(QMainWindow):
         self.close()
 
     def __rollback_config__(self):
-
         self.__read_config__()
 
     def __update_ui__(self):
-
         self.ui.plainTextEdit_file_path_input_orgBcg.setPlainText(
             str((Path(self.root_path) /
                  ConfigParams.PUBLIC_PATH_ORGBCG_TEXT /
@@ -302,7 +297,6 @@ class SettingWindow(QMainWindow):
 class MainWindow_precisely_align(QMainWindow):
 
     def __init__(self):
-
         super(MainWindow_precisely_align, self).__init__()
         self.ui = Ui_MainWindow_precisely_align()
         self.ui.setupUi(self)
@@ -356,7 +350,6 @@ class MainWindow_precisely_align(QMainWindow):
 
     @overrides
     def show(self, root_path, sampID):
-
         super().show()
         self.root_path = root_path
         self.sampID = sampID
@@ -408,7 +401,6 @@ class MainWindow_precisely_align(QMainWindow):
 
     @overrides
     def closeEvent(self, event):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         PublicFunc.statusbar_show_msg(self, PublicFunc.format_status_msg(Constants.SHUTTING_DOWN))
@@ -449,11 +441,9 @@ class MainWindow_precisely_align(QMainWindow):
 
     @staticmethod
     def __reset__():
-
         ButtonState["Current"].update(ButtonState["Default"].copy())
 
     def __plot__(self, plot_element=None):
-
         # 清空画框
         if self.figToolbar.ax0_BCG_rectangle_front is not None:
             self.figToolbar.ax0_BCG_rectangle_front.remove()
@@ -526,11 +516,11 @@ class MainWindow_precisely_align(QMainWindow):
                                                   label=Constants.PRECISELY_ALIGN_PLOT_LABEL_SELECTED_POINT)
             self.ax0.plot(plot_element["front"]["corre"], 'o', color=Constants.PLOT_COLOR_BLUE,
                           markersize=3, picker=True, pickradius=5)
-            self.ax1.stem(plot_element["front"]["RRIVs"], markerfmt="b.",
+            self.ax1.stem(plot_element["front"]["RRIVs"], markerfmt="b.", linefmt=Constants.PLOT_COLOR_ORANGE,
                           label=Constants.PRECISELY_ALIGN_PLOT_LABEL_RRIV)
             self.stem_black0 = self.ax1.stem(arange(plot_element["front"]["shift"],
                                                     plot_element["front"]["shift"] + len(plot_element["front"]["JJIVs"])),
-                                             plot_element["front"]["JJIVs"], markerfmt="ko",
+                                             plot_element["front"]["JJIVs"], markerfmt="ko", linefmt=Constants.PLOT_COLOR_GREEN,
                                              label=Constants.PRECISELY_ALIGN_PLOT_LABEL_JJIV)
             self.ax2.set_title(
                 "back\ncorre_IIV: {}, corre_II: {}\nsame_sign_rate:{}, total_time_ratio: {}\nshift: {}, alignment offset: {} seconds\noffset_interval: {}, anchor_J: {}, anchor_R: {}".format(
@@ -547,11 +537,11 @@ class MainWindow_precisely_align(QMainWindow):
                                                   label=Constants.PRECISELY_ALIGN_PLOT_LABEL_SELECTED_POINT)
             self.ax2.plot(plot_element["back"]["corre"], 'o', color=Constants.PLOT_COLOR_BLUE,
                                          markersize=3, picker=True, pickradius=5)
-            self.ax3.stem(plot_element["back"]["RRIVs"], markerfmt="b.",
+            self.ax3.stem(plot_element["back"]["RRIVs"], markerfmt="b.", linefmt=Constants.PLOT_COLOR_ORANGE,
                           label=Constants.PRECISELY_ALIGN_PLOT_LABEL_RRIV)
             self.stem_black1 = self.ax3.stem(arange(plot_element["back"]["shift"],
                                                     plot_element["back"]["shift"] + len(plot_element["back"]["JJIVs"])),
-                                             plot_element["back"]["JJIVs"], markerfmt="ko",
+                                             plot_element["back"]["JJIVs"], markerfmt="ko", linefmt=Constants.PLOT_COLOR_GREEN,
                                              label=Constants.PRECISELY_ALIGN_PLOT_LABEL_JJIV)
 
             self.ax0.legend(loc=Constants.PLOT_UPPER_RIGHT)
@@ -607,7 +597,6 @@ class MainWindow_precisely_align(QMainWindow):
         return status, info
 
     def __update_info__(self):
-
         self.ui.spinBox_BCG_front_JJIV_1.setValue(Config["IV_Coordinate"]["BCG_front_1"])
         self.ui.spinBox_BCG_front_JJIV_2.setValue(Config["IV_Coordinate"]["BCG_front_2"])
         self.ui.spinBox_BCG_back_JJIV_1.setValue(Config["IV_Coordinate"]["BCG_back_1"])
@@ -626,7 +615,6 @@ class MainWindow_precisely_align(QMainWindow):
         self.ui.spinBox_ECG_back_Signal_2.setValue(Config["Coordinate"]["ECG_back_2"])
 
     def __slot_btn_input__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 清空画框
@@ -679,7 +667,6 @@ class MainWindow_precisely_align(QMainWindow):
 
     def __slot_btn_calculate_correlation__(self, test1=None, shift_front=None, shift_back=None):
         # TODO：这里有个未知的问BUG，虽然不影响功能，但会影响代码整洁性，第一个形参赋值为None时，之后使用变量时将会变成False，不知道为什么
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         sender = self.sender()
@@ -740,7 +727,6 @@ class MainWindow_precisely_align(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_correlation_align__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         sender = self.sender()
@@ -783,7 +769,6 @@ class MainWindow_precisely_align(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_view_align__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 数据后处理
@@ -812,7 +797,6 @@ class MainWindow_precisely_align(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_save__(self):
-
         reply = QMessageBox.question(self, Constants.QUESTION_TITLE, Constants.QUESTION_CONTENT,
                                      QMessageBox.Yes | QMessageBox.No,
                                      QMessageBox.Yes)
@@ -944,7 +928,6 @@ class MainWindow_precisely_align(QMainWindow):
             PublicFunc.finish_operation(self, ButtonState)
 
     def __update_coordinate__(self):
-
         try:
             if self.data is not None:
                 if self.data.Jpeak is None or self.data.Rpeak is None:
@@ -1005,7 +988,6 @@ class MainWindow_precisely_align(QMainWindow):
             pass
 
     def reset_axes(self):
-
         for ax in self.fig.axes:
             self.fig.delaxes(ax)
         if self.ax0 is not None:
@@ -1030,7 +1012,6 @@ class MainWindow_precisely_align(QMainWindow):
             self.ax4.xaxis.set_major_formatter(ConfigParams.FORMATTER)
 
     def redraw_calculate_coordination(self, plot_element=None):
-
         if plot_element is not None and plot_element["mode"] == "select":
             if self.selected_point0 is not None:
                 self.selected_point0.remove()
@@ -1065,7 +1046,7 @@ class MainWindow_precisely_align(QMainWindow):
                                                   label=Constants.PRECISELY_ALIGN_PLOT_LABEL_SELECTED_POINT)
             self.stem_black0 = self.ax1.stem(arange(plot_element["front"]["shift"],
                                                     plot_element["front"]["shift"] + len(plot_element["front"]["JJIVs"])),
-                                             plot_element["front"]["JJIVs"], markerfmt="ko",
+                                             plot_element["front"]["JJIVs"], markerfmt="ko", linefmt=Constants.PLOT_COLOR_GREEN,
                                              label=Constants.PRECISELY_ALIGN_PLOT_LABEL_JJIV)
             self.selected_point1, = self.ax2.plot(plot_element["back"]["shift"],
                                                   plot_element["back"]["corre"][plot_element["back"]["shift"]] + 1, 'v',
@@ -1073,7 +1054,7 @@ class MainWindow_precisely_align(QMainWindow):
                                                   label=Constants.PRECISELY_ALIGN_PLOT_LABEL_SELECTED_POINT)
             self.stem_black1 = self.ax3.stem(arange(plot_element["back"]["shift"],
                                                     plot_element["back"]["shift"] + len(plot_element["back"]["JJIVs"])),
-                                             plot_element["back"]["JJIVs"], markerfmt="ko",
+                                             plot_element["back"]["JJIVs"], markerfmt="ko", linefmt=Constants.PLOT_COLOR_GREEN,
                                              label=Constants.PRECISELY_ALIGN_PLOT_LABEL_JJIV)
 
             self.ax0.autoscale(False)
@@ -1090,7 +1071,6 @@ class MainWindow_precisely_align(QMainWindow):
         return False, Constants.DRAWING_FAILURE
 
     def redraw_correlation_align(self, plot_element=None):
-
         if plot_element is not None and plot_element["mode"] == "select":
             if self.selected_point0 is not None:
                 self.selected_point0.remove()
@@ -1129,7 +1109,6 @@ class MainWindow_precisely_align(QMainWindow):
         return False, Constants.DRAWING_FAILURE
 
     def toggle_home(self):
-
         if self.ax0 is not None:
             self.ax0.autoscale(True)
             self.ax0.relim()
@@ -1164,7 +1143,6 @@ class MainWindow_precisely_align(QMainWindow):
         PublicFunc.text_output(self.ui, Constants.LABEL_CHECK_RECOVER_SCALE, Constants.TIPS_TYPE_INFO)
 
     def toggle_getRange(self, state):
-
         if state:
             self.deactivate_figToolbar_buttons()
             self.figToolbar.action_Get_Range.setChecked(True)
@@ -1186,7 +1164,6 @@ class MainWindow_precisely_align(QMainWindow):
                 self.figToolbar.cid_mouse_hold = None
 
     def deactivate_figToolbar_buttons(self):
-
         for action in self.figToolbar._actions.values():
             if action.isChecked() == True:
                 if action == self.figToolbar._actions['pan']:
@@ -1195,7 +1172,6 @@ class MainWindow_precisely_align(QMainWindow):
                     self.figToolbar.zoom()
 
     def on_click(self, event):
-
         if self.figToolbar.action_Get_Range.isChecked():
             if event.button == 1:
                 self.is_left_button_pressed = True
@@ -1222,7 +1198,6 @@ class MainWindow_precisely_align(QMainWindow):
                 self.canvas.draw()
 
     def on_release(self, event):
-
         if self.figToolbar.action_Get_Range.isChecked():
             if self.figToolbar.rect_start_x is not None:
                 self.figToolbar.rect_end_x = event.xdata
@@ -1321,7 +1296,6 @@ class MainWindow_precisely_align(QMainWindow):
                 self.canvas.draw()
 
     def on_hold(self, event):
-
         if event.button == 1:
             if self.figToolbar.rect_start_x is not None and event.xdata is not None:
                 self.figToolbar.rect_end_x = event.xdata
@@ -1376,7 +1350,6 @@ class MainWindow_precisely_align(QMainWindow):
                 self.canvas.draw()
 
     def on_pick(self, event):
-
         this_line = event.artist
         if this_line.axes == self.ax0:
             xdata = this_line.get_xdata()
@@ -1412,20 +1385,6 @@ class MainWindow_precisely_align(QMainWindow):
 class Data:
 
     def __init__(self):
-
-        self.file_path_input_orgBcg = Config["Path"]["Input_orgBcg"]
-        self.file_path_input_BCG = Config["Path"]["Input_BCG"]
-        self.file_path_input_Jpeak = Config["Path"]["Input_Jpeak"]
-        self.file_path_input_ECG = Config["Path"]["Input_ECG"]
-        self.file_path_input_Rpeak = Config["Path"]["Input_Rpeak"]
-        self.file_path_save_BCG_AlignInfo = Config["Path"]["Save_BCG_AlignInfo"]
-        self.file_path_save_ECG_AlignInfo = Config["Path"]["Save_ECG_AlignInfo"]
-        self.file_path_save_orgBcg = Config["Path"]["Save_orgBcg"]
-        self.file_path_save_BCG = Config["Path"]["Save_BCG"]
-        self.file_path_save_ECG = Config["Path"]["Save_ECG"]
-        self.file_path_save_Jpeak = Config["Path"]["Save_Jpeak"]
-        self.file_path_save_Rpeak = Config["Path"]["Save_Rpeak"]
-
         self.raw_orgBcg = None
         self.raw_BCG = None
         self.Jpeak = None
@@ -1461,7 +1420,6 @@ class Data:
         self.argmax_ECG = None
 
     def open_file(self):
-
         if ((not Path(Config["Path"]["Input_BCG"]).exists())
                 or (not Path(Config["Path"]["Input_Jpeak"]).exists())
                 or (not Path(Config["Path"]["Input_ECG"]).exists())
@@ -1469,19 +1427,19 @@ class Data:
             return False, Constants.INPUT_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Data_Path_Not_Exist"]
 
         try:
-            self.raw_orgBcg = read_csv(self.file_path_input_orgBcg,
+            self.raw_orgBcg = read_csv(Config["Path"]["Input_orgBcg"],
+                                       encoding=ConfigParams.UTF8_ENCODING,
+                                       header=None).to_numpy().reshape(-1)
+            self.raw_BCG = read_csv(Config["Path"]["Input_BCG"],
                                     encoding=ConfigParams.UTF8_ENCODING,
                                     header=None).to_numpy().reshape(-1)
-            self.raw_BCG = read_csv(self.file_path_input_BCG,
+            self.Jpeak = read_csv(Config["Path"]["Input_Jpeak"],
-                                    encoding=ConfigParams.UTF8_ENCODING,
-                                    header=None).to_numpy().reshape(-1)
-            self.Jpeak = read_csv(self.file_path_input_Jpeak,
                                   encoding=ConfigParams.UTF8_ENCODING,
                                   header=None).to_numpy().reshape(-1)
-            self.raw_ECG = read_csv(self.file_path_input_ECG,
+            self.raw_ECG = read_csv(Config["Path"]["Input_ECG"],
                                     encoding=ConfigParams.UTF8_ENCODING,
                                     header=None).to_numpy().reshape(-1)
-            self.Rpeak = read_csv(self.file_path_input_Rpeak,
+            self.Rpeak = read_csv(Config["Path"]["Input_Rpeak"],
                                   encoding=ConfigParams.UTF8_ENCODING,
                                   header=None).to_numpy().reshape(-1)
             self.argmax_BCG = np_argmax(self.raw_BCG)
@@ -1492,7 +1450,6 @@ class Data:
         return True, Constants.INPUT_FINISHED
 
     def data_process_for_calculate_correlation(self):
-
         result = {}
 
         if self.Jpeak is None or self.Rpeak is None:
@@ -1511,7 +1468,6 @@ class Data:
         return True, Constants.PRECISELY_ALIGN_PROCESS_FINISHED, result
 
     def calculate_correlation_front(self, mode, shift_front=None):
-
         result = {}
 
         if ((Config["IV_Coordinate"]["BCG_front_1"] == Config["IV_Coordinate"]["BCG_front_2"])
@@ -1579,7 +1535,6 @@ class Data:
         return True, Constants.PRECISELY_ALIGN_CALCULATE_FINISHED_FRONT, result
 
     def calculate_correlation_back(self, mode, shift_back=None):
-
         result = {}
 
         if ((Config["IV_Coordinate"]["BCG_back_1"] == Config["IV_Coordinate"]["BCG_back_2"])
@@ -1647,7 +1602,6 @@ class Data:
         return True, Constants.PRECISELY_ALIGN_CALCULATE_FINISHED_BACK, result
 
     def correlation_align(self, mode):
-
         result = {}
 
         try:
@@ -1734,7 +1688,6 @@ class Data:
         return True, Constants.PRECISELY_ALIGN_ALIGN_CORRELATION_FINISHED, result
 
     def data_postprocess(self):
-
         try:
             if len(self.correlation_align_point_match_ECG) != 2 and len(self.correlation_align_point_match_BCG) != 2:
                 off = 0
@@ -1790,7 +1743,6 @@ class Data:
         return True, f"{Constants.PRECISELY_ALIGN_POSTPROCESS_VIEW_FINISHED}，BCG前后段被切割的坐标值为[{frontcut_index_BCG}, {backcut_index_BCG}]，ECG前后段被切割的坐标值为[{frontcut_index_ECG}, {backcut_index_ECG}]"
 
     def save_alignInfo(self):
-
         try:
             save_data = {
                 "front": {
@@ -1823,69 +1775,63 @@ class Data:
                 }
             }
             save_data = [str(save_data)]
-            DataFrame(save_data).to_csv(self.file_path_save_BCG_AlignInfo, index=False, header=False)
+            DataFrame(save_data).to_csv(Config["Path"]["Save_BCG_AlignInfo"], index=False, header=False)
-            DataFrame(save_data).to_csv(self.file_path_save_ECG_AlignInfo, index=False, header=False)
+            DataFrame(save_data).to_csv(Config["Path"]["Save_ECG_AlignInfo"], index=False, header=False)
-        except Exception as e:
+        except Exception:
-            print(e)
             return False, Constants.PRECISELY_ALIGN_SAVING_ALIGNINFO_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Save_Exception"]
 
         return True, Constants.PRECISELY_ALIGN_SAVING_ALIGNINFO_FINISHED
 
     def save_res_orgBcg(self, chunk):
-
         if self.res_orgBcg is None:
             return False, Constants.PRECISELY_ALIGN_SAVING_RES_ORGBCG_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["res_orgBcg_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save_orgBcg, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save_orgBcg"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.PRECISELY_ALIGN_SAVING_RES_ORGBCG_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Save_Exception"]
 
         return True, Constants.PRECISELY_ALIGN_SAVING_RES_ORGBCG_FINISHED
 
     def save_res_BCG(self, chunk):
-
         if self.res_BCG is None:
             return False, Constants.PRECISELY_ALIGN_SAVING_RES_BCG_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["res_BCG_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save_BCG, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save_BCG"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.PRECISELY_ALIGN_SAVING_RES_BCG_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Save_Exception"]
 
         return True, Constants.PRECISELY_ALIGN_SAVING_RES_BCG_FINISHED
 
     def save_cut_ECG(self, chunk):
-
         if self.cut_ECG is None:
             return False, Constants.PRECISELY_ALIGN_SAVING_CUT_ECG_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["cut_ECG_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save_ECG, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save_ECG"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.PRECISELY_ALIGN_SAVING_CUT_ECG_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Save_Exception"]
 
         return True, Constants.PRECISELY_ALIGN_SAVING_CUT_ECG_FINISHED
 
     def save_Jpeak(self, chunk):
-
         if self.cut_Jpeak is None:
             return False, Constants.PRECISELY_ALIGN_SAVING_CUT_JPEAK_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["cut_Jpeak_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save_Jpeak, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save_Jpeak"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.PRECISELY_ALIGN_SAVING_CUT_JPEAK_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Save_Exception"]
 
         return True, Constants.PRECISELY_ALIGN_SAVING_CUT_JPEAK_FINISHED
 
     def save_Rpeak(self, chunk):
-
         if self.cut_Rpeak is None:
             return False, Constants.PRECISELY_ALIGN_SAVING_CUT_RPEAK_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["cut_Rpeak_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save_Rpeak, mode='a', index=False, header=False)
+            chunk.to_csv(Config["Path"]["Save_Rpeak"], mode='a', index=False, header=False)
         except Exception:
             return False, Constants.PRECISELY_ALIGN_SAVING_CUT_RPEAK_FAILURE + Constants.PRECISELY_ALIGN_FAILURE_REASON["Save_Exception"]
 
@@ -1926,21 +1872,17 @@ class CustomNavigationToolbar(NavigationToolbar2QT):
         self.ax1_ECG_rectangle_back = None
 
     def home(self, *args):
-
         pass
 
     def zoom(self, *args):
-
         super().zoom(*args)
         self.deactivate_figToorbar_getRange_mode()
 
     def pan(self, *args):
-
         super().pan(*args)
         self.deactivate_figToorbar_getRange_mode()
 
     def deactivate_figToorbar_getRange_mode(self):
-
         if self.action_Get_Range.isChecked():
             self.action_Get_Range.setChecked(False)
             if self.cid_mouse_press is not None:

func/Module_preprocess.py

@@ -42,7 +42,6 @@ ButtonState = {
 class SettingWindow(QMainWindow):
 
     def __init__(self, mode, root_path, sampID):
-
         super(SettingWindow, self).__init__()
         self.ui = Ui_MainWindow_preprocess_input_setting()
         self.ui.setupUi(self)
@@ -61,7 +60,6 @@ class SettingWindow(QMainWindow):
         self.ui.pushButton_cancel.clicked.connect(self.close)
 
     def __read_config__(self):
-
         if not Path(ConfigParams.PREPROCESS_CONFIG_FILE_PATH).exists():
             with open(ConfigParams.PREPROCESS_CONFIG_FILE_PATH, "w") as f:
                 dump(ConfigParams.PREPROCESS_CONFIG_NEW_CONTENT, f)
@@ -109,7 +107,6 @@ class SettingWindow(QMainWindow):
         self.ui.plainTextEdit_file_path_save.setPlainText(Config["Path"]["Save"])
 
     def __write_config__(self):
-
         # 从界面写入配置
         Config["InputConfig"]["Freq"] = self.ui.spinBox_input_freq.value()
         Config["OutputConfig"]["Freq"] = self.ui.spinBox_output_freq.value()
@@ -126,11 +123,9 @@ class SettingWindow(QMainWindow):
         self.close()
 
     def __rollback_config__(self):
-
         self.__read_config__()
 
     def __update_ui__(self):
-
         if self.mode == "BCG":
             self.ui.plainTextEdit_file_path_input.setPlainText(
                 str((Path(self.root_path) /
@@ -168,7 +163,6 @@ class SettingWindow(QMainWindow):
 class MainWindow_preprocess(QMainWindow):
 
     def __init__(self):
-
         super(MainWindow_preprocess, self).__init__()
         self.ui = Ui_MainWindow_preprocess()
         self.ui.setupUi(self)
@@ -197,7 +191,6 @@ class MainWindow_preprocess(QMainWindow):
 
     @overrides
     def show(self, mode, root_path, sampID):
-
         super().show()
         self.mode = mode
         self.root_path = root_path
@@ -244,7 +237,6 @@ class MainWindow_preprocess(QMainWindow):
 
     @overrides
     def closeEvent(self, event):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         PublicFunc.statusbar_show_msg(self, PublicFunc.format_status_msg(Constants.SHUTTING_DOWN))
@@ -264,12 +256,10 @@ class MainWindow_preprocess(QMainWindow):
 
     @staticmethod
     def __reset__():
-
         ButtonState["Current"].update(ButtonState["Default"].copy())
         ButtonState["Current"]["pushButton_view"] = True
 
     def __plot__(self):
-
         # 清空画框
         self.reset_axes()
 
@@ -293,7 +283,6 @@ class MainWindow_preprocess(QMainWindow):
         return status, info
 
     def __update_config__(self):
-
         if self.mode == "BCG":
             Config["Filter"]["BCGBandPassOrder"] = self.ui.spinBox_bandPassOrder.value()
             Config["Filter"]["BCGBandPassLow"] = self.ui.doubleSpinBox_bandPassLow.value()
@@ -306,7 +295,6 @@ class MainWindow_preprocess(QMainWindow):
             raise ValueError("模式不存在")
 
     def __slot_btn_input__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 清空画框
@@ -331,7 +319,6 @@ class MainWindow_preprocess(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_view__(self):
-
         PublicFunc.__disableAllButton__(self, ButtonState)
 
         # 数据预处理
@@ -360,7 +347,6 @@ class MainWindow_preprocess(QMainWindow):
         PublicFunc.finish_operation(self, ButtonState)
 
     def __slot_btn_save__(self):
-
         reply = QMessageBox.question(self, Constants.QUESTION_TITLE,
                                      Constants.QUESTION_CONTENT + Config["Path"]["Save"],
                                      QMessageBox.Yes | QMessageBox.No,
@@ -394,7 +380,6 @@ class MainWindow_preprocess(QMainWindow):
             PublicFunc.finish_operation(self, ButtonState)
 
     def reset_axes(self):
-
         self.ax0.clear()
         self.ax0.grid(True)
         self.ax0.xaxis.set_major_formatter(ConfigParams.FORMATTER)
@@ -403,20 +388,15 @@ class MainWindow_preprocess(QMainWindow):
 class Data:
 
     def __init__(self):
-
-        self.file_path_input = Config["Path"]["Input"]
-        self.file_path_save = Config["Path"]["Save"]
-
         self.raw_data = None
         self.processed_data = None
 
     def open_file(self):
-
         if not Path(Config["Path"]["Input"]).exists():
             return False, Constants.INPUT_FAILURE + Constants.PREPROCESS_FAILURE_REASON["Data_Path_Not_Exist"]
 
         try:
-            self.raw_data = read_csv(self.file_path_input,
+            self.raw_data = read_csv(Config["Path"]["Input"],
                                      encoding=ConfigParams.UTF8_ENCODING,
                                      header=None).to_numpy().reshape(-1)
         except Exception:
@@ -425,7 +405,6 @@ class Data:
         return True, Constants.INPUT_FINISHED
 
     def preprocess(self):
-
         if self.raw_data is None:
             return False, Constants.PREPROCESS_PROCESS_FAILURE + Constants.PREPROCESS_FAILURE_REASON["Raw_Data_Not_Exist"]
 
@@ -454,12 +433,11 @@ class Data:
         return True, Constants.PREPROCESS_PROCESS_FINISHED
 
     def save(self, chunk):
-
         if self.processed_data is None:
             return False, Constants.SAVING_FAILURE + Constants.PREPROCESS_FAILURE_REASON["Processed_Data_Not_Exist"]
 
         try:
-            chunk.to_csv(self.file_path_save, mode='a', index=False, header=False, float_format='%.4f')
+            chunk.to_csv(Config["Path"]["Save"], mode='a', index=False, header=False, float_format='%.4f')
         except Exception:
             return False, Constants.SAVING_FAILURE + Constants.PREPROCESS_FAILURE_REASON["Save_Exception"]
 

func/utils/ConfigParams.py

@@ -33,7 +33,7 @@ class ConfigParams:
 
     # 预处理
     PREPROCESS_CONFIG_FILE_PATH: str = "./config/Config_preprocess.yaml"
-    PREPROCESS_CONFIG_NEW_CONTENT = {
+    PREPROCESS_CONFIG_NEW_CONTENT: dict = {
         "InputConfig": {
             "Freq": 1000
         },
@@ -57,7 +57,7 @@ class ConfigParams:
 
     # BCG的J峰算法定位
     DETECT_JPEAK_CONFIG_FILE_PATH: str = "./config/Config_detect_Jpeak.yaml"
-    DETECT_JPEAK_CONFIG_NEW_CONTENT = {
+    DETECT_JPEAK_CONFIG_NEW_CONTENT: dict = {
         "InputConfig": {
             "Freq": 1000
         },
@@ -79,7 +79,7 @@ class ConfigParams:
 
     # ECG的R峰算法定位
     DETECT_RPEAK_CONFIG_FILE_PATH: str = "./config/Config_detect_Rpeak.yaml"
-    DETECT_RPEAK_CONFIG_NEW_CONTENT = {
+    DETECT_RPEAK_CONFIG_NEW_CONTENT: dict = {
         "InputConfig": {
             "Freq": 1000
         },
@@ -96,7 +96,7 @@ class ConfigParams:
 
     # 人工纠正
     LABEL_CHECK_CONFIG_FILE_PATH: str = "./config/Config_label_check.yaml"
-    LABEL_CHECK_CONFIG_NEW_CONTENT = {
+    LABEL_CHECK_CONFIG_NEW_CONTENT: dict = {
         "InputConfig": {
             "Freq": 1000
         },
@@ -130,7 +130,7 @@ class ConfigParams:
 
     # 数据精同步
     PRECISELY_ALIGN_CONFIG_FILE_PATH: str = "./config/Config_precisely_align.yaml"
-    PRECISELY_ALIGN_CONFIG_NEW_CONTENT = {
+    PRECISELY_ALIGN_CONFIG_NEW_CONTENT: dict = {
         "InputConfig": {
             "ECGFreq": 1000
         }
@@ -152,10 +152,46 @@ class ConfigParams:
     PRECISELY_ALIGN_SAVE_PEAK_CHUNK_SIZE: int = 100
 
     # 冗余数据切割和标签映射
+    CUT_PSG_CONFIG_FILE_PATH: str = "./config/Config_cut_PSG.yaml"
+    CUT_PSG_CONFIG_NEW_CONTENT: dict = {
+        "ECGFreq": 1000,
+        "ChannelInput": {
+            "Effort Tho": "Effort Tho_Raw_",
+            "Effort Abd": "Effort Abd_Raw_",
+            "Flow Patient": "Flow Patient_Raw_",
+            "Snore": "Snore_Raw_",
+            "SpO2": "SpO2_Raw_",
+            "5_class": "5_class_Raw_"
+        },
+        "LabelInput": {
+            "SA Label": "SA Label_Raw"
+        },
+        "StartTime": "StartTime_Raw",
+        "ChannelSave": {
+            "Effort Tho": "Effort Tho_Sync_",
+            "Effort Abd": "Effort Abd_Sync_",
+            "Flow Patient": "Flow Patient_Sync_",
+            "Snore": "Snore_Sync_",
+            "SpO2": "SpO2_Sync_",
+            "5_class": "5_class_Sync_"
+        },
+        "LabelSave": {
+            "SA Label": "SA Label_Sync"
+        },
+        "EndWith": {
+            "Effort Tho": ENDSWITH_TXT,
+            "Effort Abd": ENDSWITH_TXT,
+            "Flow Patient": ENDSWITH_TXT,
+            "Snore": ENDSWITH_TXT,
+            "SpO2": ENDSWITH_TXT,
+            "5_class": ENDSWITH_TXT,
+            "SA Label": ENDSWITH_CSV,
+            "StartTime": ENDSWITH_TXT
+        },
+    }
+    CUT_PSG_SAVE_ECG_ALIGNINFO_FILENAME: str = "Align_info"
+    CUT_PSG_SALABEL_EVENT: list = ["Hypopnea", "Central apnea", "Obstructive apnea", "Mixed apnea"]
 
-    CUT_PSG_CHANNEL_LIST: list = ["Effort Abd_Raw_", "Effort Tho_Raw_", "Flow Patient_Raw_", "Snore_Raw_", "SpO2_Raw_"]
-    CUT_PST_LABEL_LIST: list = ["5_class_Raw_", "SA Label_Raw"]
-    CUT_PST_STARTTIME: list = ["StartTime_Raw"]
 
     # 体动标注
 

func/utils/Constants.py

@@ -269,6 +269,32 @@ class Constants:
     PRECISELY_ALIGN_NO_POINT_IN_THE_INTERVAL: str = "所选区间内无有效点"
     PRECISELY_ALIGN_ACTION_GET_RANGE_NAME: str = f"设置范围({ConfigParams.PRECISELY_ALIGN_ACTION_GET_RANGE_SHORTCUT_KEY})"
 
+    # 冗余数据切割和标签映射
+    CUT_PSG_GETTING_FILE_AND_FREQ: str = "正在获取文件及其采样率"
+    CUT_PSG_GET_FILE_AND_FREQ_FINISHED: str = "获取文件及其采样率完成"
+    CUT_PSG_GET_FILE_AND_FREQ_FAILURE: str = "获取文件及其采样率失败"
+
+    CUT_PSG_CUTTING_DATA: str = "正在切割数据"
+    CUT_PSG_CUT_DATA_FINISHED: str = "切割数据完成"
+    CUT_PSG_CUT_DATA_FAILURE: str = "切割数据失败"
+
+    CUT_PSG_ALIGNING_LABEL: str = "正在映射标签"
+    CUT_PSG_ALIGN_LABEL_FINISHED: str = "映射标签完成"
+    CUT_PSG_ALIGN_LABEL_FAILURE: str = "映射标签失败"
+
+    CUT_PSG_FAILURE_REASON: str = {
+        "Filename_Format_not_Correct": "（文件名格式不正确）",
+        "File_not_Exist": "（需要处理的文件不存在）",
+        "Get_File_and_Freq_Excepetion": "（检查文件是否存在并获取其数据采样率异常）",
+        "Read_Data_Exception": "（读取数据异常）",
+        "Cut_Data_Length_not_Correct": "（切割数据时长度不正确）",
+        "Cut_Data_Exception": "（切割数据异常）",
+        "Align_Label_SALabel_Format_not_Correct": "（映射标签时SA Label中的文件格式不正确）",
+        "Align_Label_Exception": "（映射标签异常）",
+        "Save_Data_not_Exist": "（需要保存的数据不存在）",
+        "Save_Exception": "（保存异常）"
+    }
+
     # 体动标注
 
     # TODO：弃用

func/utils/PublicFunc.py

@@ -130,7 +130,6 @@ class PublicFunc:
 
     @staticmethod
     def add_progressbar(mainWindow):
-
         mainWindow.progressbar = QProgressBar()
         mainWindow.progressbar.setRange(0, 100)
         mainWindow.progressbar.setValue(0)
@@ -139,17 +138,14 @@ class PublicFunc:
 
     @staticmethod
     def statusbar_show_msg(mainWindow, msg):
-
         mainWindow.ui.statusbar.showMessage(msg)
 
     @staticmethod
     def statusbar_clear_msg(mainWindow):
-
         mainWindow.ui.statusbar.clearMessage()
 
     @staticmethod
     def finish_operation(mainWindow, buttonState):
-
         PublicFunc.statusbar_show_msg(mainWindow, PublicFunc.format_status_msg(Constants.OPERATION_FINISHED))
         mainWindow.progressbar.setValue(100)
         QApplication.processEvents()
@@ -158,7 +154,6 @@ class PublicFunc:
 
     @staticmethod
     def progressbar_update(mainWindow, current: int, total: int, msg: str, progressbarState: int):
-
         if current > total:
             raise ValueError("当前进度值大于总进度值")
         if progressbarState < 0 or progressbarState > 100:

ui/MainWindow/MainWindow_cut_PSG.py

@@ -18,8 +18,8 @@ from PySide6.QtGui import (QAction, QBrush, QColor, QConicalGradient,
     QTransform)
 from PySide6.QtWidgets import (QApplication, QGridLayout, QGroupBox, QHBoxLayout,
     QLabel, QMainWindow, QPlainTextEdit, QProgressBar,
-    QPushButton, QSizePolicy, QSpacerItem, QStatusBar,
+    QPushButton, QSizePolicy, QSpacerItem, QSpinBox,
-    QTextBrowser, QVBoxLayout, QWidget)
+    QStatusBar, QTextBrowser, QVBoxLayout, QWidget)
 
 class Ui_MainWindow_cut_PSG(object):
     def setupUi(self, MainWindow_cut_PSG):
@@ -82,6 +82,7 @@ class Ui_MainWindow_cut_PSG(object):
 
         self.plainTextEdit_channel = QPlainTextEdit(self.groupBox_2)
         self.plainTextEdit_channel.setObjectName(u"plainTextEdit_channel")
+        self.plainTextEdit_channel.setEnabled(False)
 
         self.horizontalLayout.addWidget(self.plainTextEdit_channel)
 
@@ -100,6 +101,7 @@ class Ui_MainWindow_cut_PSG(object):
 
         self.plainTextEdit_label = QPlainTextEdit(self.groupBox_2)
         self.plainTextEdit_label.setObjectName(u"plainTextEdit_label")
+        self.plainTextEdit_label.setEnabled(False)
 
         self.horizontalLayout_6.addWidget(self.plainTextEdit_label)
 
@@ -108,6 +110,27 @@ class Ui_MainWindow_cut_PSG(object):
 
         self.verticalLayout_5.addLayout(self.horizontalLayout_6)
 
+        self.horizontalLayout_7 = QHBoxLayout()
+        self.horizontalLayout_7.setObjectName(u"horizontalLayout_7")
+        self.label_7 = QLabel(self.groupBox_2)
+        self.label_7.setObjectName(u"label_7")
+        self.label_7.setFont(font)
+
+        self.horizontalLayout_7.addWidget(self.label_7)
+
+        self.spinBox_ECGFreq = QSpinBox(self.groupBox_2)
+        self.spinBox_ECGFreq.setObjectName(u"spinBox_ECGFreq")
+        self.spinBox_ECGFreq.setFont(font)
+        self.spinBox_ECGFreq.setMinimum(1)
+        self.spinBox_ECGFreq.setMaximum(1000000)
+
+        self.horizontalLayout_7.addWidget(self.spinBox_ECGFreq)
+
+        self.horizontalLayout_7.setStretch(0, 1)
+        self.horizontalLayout_7.setStretch(1, 1)
+
+        self.verticalLayout_5.addLayout(self.horizontalLayout_7)
+
         self.verticalSpacer = QSpacerItem(20, 40, QSizePolicy.Policy.Minimum, QSizePolicy.Policy.Expanding)
 
         self.verticalLayout_5.addItem(self.verticalSpacer)
@@ -124,23 +147,24 @@ class Ui_MainWindow_cut_PSG(object):
 
         self.verticalLayout_5.addLayout(self.horizontalLayout_2)
 
-        self.progressBar = QProgressBar(self.groupBox_2)
+        self.progressbar = QProgressBar(self.groupBox_2)
-        self.progressBar.setObjectName(u"progressBar")
+        self.progressbar.setObjectName(u"progressbar")
         sizePolicy1 = QSizePolicy(QSizePolicy.Policy.Expanding, QSizePolicy.Policy.Preferred)
         sizePolicy1.setHorizontalStretch(0)
         sizePolicy1.setVerticalStretch(0)
-        sizePolicy1.setHeightForWidth(self.progressBar.sizePolicy().hasHeightForWidth())
+        sizePolicy1.setHeightForWidth(self.progressbar.sizePolicy().hasHeightForWidth())
-        self.progressBar.setSizePolicy(sizePolicy1)
+        self.progressbar.setSizePolicy(sizePolicy1)
-        self.progressBar.setStyleSheet(u"")
+        self.progressbar.setStyleSheet(u"")
-        self.progressBar.setValue(0)
+        self.progressbar.setValue(0)
 
-        self.verticalLayout_5.addWidget(self.progressBar)
+        self.verticalLayout_5.addWidget(self.progressbar)
 
         self.verticalLayout_5.setStretch(0, 2)
         self.verticalLayout_5.setStretch(1, 2)
-        self.verticalLayout_5.setStretch(2, 2)
+        self.verticalLayout_5.setStretch(2, 1)
-        self.verticalLayout_5.setStretch(3, 1)
+        self.verticalLayout_5.setStretch(3, 2)
         self.verticalLayout_5.setStretch(4, 1)
+        self.verticalLayout_5.setStretch(5, 1)
 
         self.gridLayout_2.addWidget(self.groupBox_2, 0, 0, 1, 2)
 
@@ -182,6 +206,7 @@ class Ui_MainWindow_cut_PSG(object):
         self.groupBox_2.setTitle(QCoreApplication.translate("MainWindow_cut_PSG", u"\u786e\u5b9a\u6570\u636e", None))
         self.label_2.setText(QCoreApplication.translate("MainWindow_cut_PSG", u"\u9700\u8981\u5207\u5272\u7684\u901a\u9053\u540d\uff1a", None))
         self.label_6.setText(QCoreApplication.translate("MainWindow_cut_PSG", u"\u9700\u8981\u6620\u5c04\u7684\u6807\u7b7e\uff1a", None))
+        self.label_7.setText(QCoreApplication.translate("MainWindow_cut_PSG", u"\u6570\u636e\u7cbe\u540c\u6b65\u65f6ECG\u7684\u91c7\u6837\u7387\uff1a", None))
         self.label_show.setText(QCoreApplication.translate("MainWindow_cut_PSG", u"\u70b9\u51fb\u6267\u884c\u4ee5\u5f00\u59cb...", None))
         self.pushButton_execute.setText(QCoreApplication.translate("MainWindow_cut_PSG", u"\u6267\u884c", None))
     # retranslateUi

ui/MainWindow/MainWindow_cut_PSG.ui

@@ -57,7 +57,7 @@
          <property name="title">
           <string>确定数据</string>
          </property>
-         <layout class="QVBoxLayout" name="verticalLayout_5" stretch="2,2,2,1,1">
+         <layout class="QVBoxLayout" name="verticalLayout_5" stretch="2,2,1,2,1,1">
           <item>
            <layout class="QHBoxLayout" name="horizontalLayout" stretch="1,1">
             <item>
@@ -76,7 +76,11 @@
              </widget>
             </item>
             <item>
-             <widget class="QPlainTextEdit" name="plainTextEdit_channel"/>
+             <widget class="QPlainTextEdit" name="plainTextEdit_channel">
+              <property name="enabled">
+               <bool>false</bool>
+              </property>
+             </widget>
             </item>
            </layout>
           </item>
@@ -95,7 +99,42 @@
              </widget>
             </item>
             <item>
-             <widget class="QPlainTextEdit" name="plainTextEdit_label"/>
+             <widget class="QPlainTextEdit" name="plainTextEdit_label">
+              <property name="enabled">
+               <bool>false</bool>
+              </property>
+             </widget>
+            </item>
+           </layout>
+          </item>
+          <item>
+           <layout class="QHBoxLayout" name="horizontalLayout_7" stretch="1,1">
+            <item>
+             <widget class="QLabel" name="label_7">
+              <property name="font">
+               <font>
+                <pointsize>12</pointsize>
+               </font>
+              </property>
+              <property name="text">
+               <string>数据精同步时ECG的采样率：</string>
+              </property>
+             </widget>
+            </item>
+            <item>
+             <widget class="QSpinBox" name="spinBox_ECGFreq">
+              <property name="font">
+               <font>
+                <pointsize>12</pointsize>
+               </font>
+              </property>
+              <property name="minimum">
+               <number>1</number>
+              </property>
+              <property name="maximum">
+               <number>1000000</number>
+              </property>
+             </widget>
             </item>
            </layout>
           </item>
@@ -132,7 +171,7 @@
            </layout>
           </item>
           <item>
-           <widget class="QProgressBar" name="progressBar">
+           <widget class="QProgressBar" name="progressbar">
             <property name="sizePolicy">
              <sizepolicy hsizetype="Expanding" vsizetype="Preferred">
               <horstretch>0</horstretch>

ui/MainWindow/MainWindow_menu.py

@@ -151,13 +151,28 @@ class Ui_Signal_Label(object):
 
         self.verticalLayout.addLayout(self.horizontalLayout_6)
 
+        self.horizontalLayout_4 = QHBoxLayout()
+        self.horizontalLayout_4.setObjectName(u"horizontalLayout_4")
         self.pushButton_precisely_align = QPushButton(self.centralwidget)
         self.pushButton_precisely_align.setObjectName(u"pushButton_precisely_align")
         sizePolicy.setHeightForWidth(self.pushButton_precisely_align.sizePolicy().hasHeightForWidth())
         self.pushButton_precisely_align.setSizePolicy(sizePolicy)
         self.pushButton_precisely_align.setFont(font)
 
-        self.verticalLayout.addWidget(self.pushButton_precisely_align)
+        self.horizontalLayout_4.addWidget(self.pushButton_precisely_align)
+
+        self.pushButton_cut_PSG = QPushButton(self.centralwidget)
+        self.pushButton_cut_PSG.setObjectName(u"pushButton_cut_PSG")
+        sizePolicy.setHeightForWidth(self.pushButton_cut_PSG.sizePolicy().hasHeightForWidth())
+        self.pushButton_cut_PSG.setSizePolicy(sizePolicy)
+        self.pushButton_cut_PSG.setFont(font)
+
+        self.horizontalLayout_4.addWidget(self.pushButton_cut_PSG)
+
+        self.horizontalLayout_4.setStretch(0, 3)
+        self.horizontalLayout_4.setStretch(1, 1)
+
+        self.verticalLayout.addLayout(self.horizontalLayout_4)
 
         self.pushButton_artifact_label = QPushButton(self.centralwidget)
         self.pushButton_artifact_label.setObjectName(u"pushButton_artifact_label")
@@ -226,6 +241,7 @@ class Ui_Signal_Label(object):
         self.pushButton_label_check_BCG.setText(QCoreApplication.translate("Signal_Label", u"BCG\u7684J\u5cf0\u4eba\u5de5\u7ea0\u6b63", None))
         self.pushButton_label_check_ECG.setText(QCoreApplication.translate("Signal_Label", u"ECG\u7684R\u5cf0\u4eba\u5de5\u7ea0\u6b63", None))
         self.pushButton_precisely_align.setText(QCoreApplication.translate("Signal_Label", u"\u6570\u636e\u7cbe\u540c\u6b65", None))
+        self.pushButton_cut_PSG.setText(QCoreApplication.translate("Signal_Label", u"\u5197\u4f59\u6570\u636e\u5207\u5272\u548c\u6807\u7b7e\u6620\u5c04", None))
         self.pushButton_artifact_label.setText(QCoreApplication.translate("Signal_Label", u"\u4f53\u52a8\u6807\u6ce8", None))
         self.pushButton_bcg_quality_label.setText(QCoreApplication.translate("Signal_Label", u"BCG\u7684\u8d28\u91cf\u6807\u6ce8", None))
         self.pushButton_resp_quality_label.setText(QCoreApplication.translate("Signal_Label", u"\u547c\u5438\u53ef\u7528\u6027\u53ca\u95f4\u671f\u6807\u6ce8", None))

ui/MainWindow/MainWindow_menu.ui

@@ -223,22 +223,44 @@
        </layout>
       </item>
       <item>
-       <widget class="QPushButton" name="pushButton_precisely_align">
+       <layout class="QHBoxLayout" name="horizontalLayout_4" stretch="3,1">
-        <property name="sizePolicy">
+        <item>
-         <sizepolicy hsizetype="Minimum" vsizetype="Preferred">
+         <widget class="QPushButton" name="pushButton_precisely_align">
-          <horstretch>0</horstretch>
+          <property name="sizePolicy">
-          <verstretch>0</verstretch>
+           <sizepolicy hsizetype="Minimum" vsizetype="Preferred">
-         </sizepolicy>
+            <horstretch>0</horstretch>
-        </property>
+            <verstretch>0</verstretch>
-        <property name="font">
+           </sizepolicy>
-         <font>
+          </property>
-          <pointsize>14</pointsize>
+          <property name="font">
-         </font>
+           <font>
-        </property>
+            <pointsize>14</pointsize>
-        <property name="text">
+           </font>
-         <string>数据精同步</string>
+          </property>
-        </property>
+          <property name="text">
-       </widget>
+           <string>数据精同步</string>
+          </property>
+         </widget>
+        </item>
+        <item>
+         <widget class="QPushButton" name="pushButton_cut_PSG">
+          <property name="sizePolicy">
+           <sizepolicy hsizetype="Minimum" vsizetype="Preferred">
+            <horstretch>0</horstretch>
+            <verstretch>0</verstretch>
+           </sizepolicy>
+          </property>
+          <property name="font">
+           <font>
+            <pointsize>14</pointsize>
+           </font>
+          </property>
+          <property name="text">
+           <string>冗余数据切割和标签映射</string>
+          </property>
+         </widget>
+        </item>
+       </layout>
       </item>
       <item>
        <widget class="QPushButton" name="pushButton_artifact_label">

数据结构化输入和输出命名规范.md

@@ -16,7 +16,7 @@
     |-SA Label_corrected.csv
     |-SA Label_add.csv`
 .../OrgBCG_Aligned/<sampID>
-    |-Align_info.txt
+    |-Align_info.yaml
     |-BCG_Sync_采样率.txt
     |-orgBcg_Sync_采样率.txt
     |-Jpeak_Sync.txt
@@ -28,7 +28,7 @@
 .../OrgBCG_Origin/<sampID>
     |-...
 .../PSG_Aligned/<sampID>
-    |-Align_info.txt
+    |-Align_info.yaml
     |-ECG_Sync_采样率.txt
     |-Rpeak_Sync.txt
     |-5_class_Sync_1.txt
@@ -168,13 +168,13 @@
 
 输出：
 
-PSG的对齐信息：`./PSG_Aligned/<sampID>/Align_info.txt`
+PSG的对齐信息：`./PSG_Aligned/<sampID>/Align_info.yaml`
 
 同步后的ECG信号：`./PSG_Aligned/<sampID>/ECG_Sync_采样率.txt`
 
 同步后的R峰坐标：`./PSG_Aligned/<sampID>/Rpeak_Sync.txt`
 
-BCG的对齐信息：`./OrgBCG_Aligned/<sampID>/Align_info.txt`
+BCG的对齐信息：`./OrgBCG_Aligned/<sampID>/Align_info.yaml`
 
 同步后的BCG信号：`./OrgBCG_Aligned/<sampID>/BCG_Sync_采样率.txt`
 
@@ -188,9 +188,9 @@ BCG的对齐信息：`./OrgBCG_Aligned/<sampID>/Align_info.txt`
 
 输入：
 
-PSG的对齐信息：`./PSG_Aligned/<sampID>/Align_info.txt`
+PSG的对齐信息：`./PSG_Aligned/<sampID>/Align_info.yaml`
 
-BCG的对齐信息：`./OrgBCG_Aligned/<sampID>/Align_info.txt`
+BCG的对齐信息：`./OrgBCG_Aligned/<sampID>/Align_info.yaml`
 
 原始的其他PSG通道信号：`./PSG_Text/<sampID>/通道名_Raw_采样率.txt`（通道名包括：Effort Abd, Effort Tho, Flow Patient, Snore, SpO2）