如何将 CSV 文件加载到 QTreeView 中？

Question

注意：我是一个完全的初学者。

我正在使用 pandas 数据框导入我从以下 table 转换而来的 csv 文件。我需要将 csv 文件加载到 QTreeView 中，但一直无法这样做。

输出格式应为：

我将不得不在某个时候检索“比例类型”，所以我想以某种方式将它标记到该项目，但我不确定这是否可能。我尝试将我的数据转换为 pandas 数据框并加载；直接用 csv 加载数据；并把它转换成一本没有运气的字典。

我可以 hard-code 输入该数据，但我更愿意使用 csv，因为我以后可以轻松更改它。

目前正在使用：

        model.setHeaderData(0,Qt.Horizontal,"Category")
        model.setHeaderData(1,Qt.Horizontal,"Sub Category")
        model.setHeaderData(2,Qt.Horizontal,"Test")
        self.ui.tv.setModel(model)
        self.SetContent(model)

    def SetContent(self, model):
        self.ui.tv.setModel(model)
        i=0

        for k,featuretype in features.items():
            parent1 = QStandardItem('{}'.format(k[1]))
            for item in featuretype:
                child = QStandardItem(item[0])
                if len(item[1])>0:
                    
                    for listitem in item[1]:
                        gchild=QStandardItem(listitem)
                        child.appendRow(gchild)
                parent1.appendRow(child)
            model.setItem(i,0,parent1)
            self.ui.tv.setFirstColumnSpanned(i,self.ui.tv.rootIndex(),True)
            i+=1

这仅适用于硬键控值，例如：

features = {('POLYGON', 'SLPR'): [('ONE WAY', ['NO', 'YES','maybe'], 'List', 3), ('CLASS', ['INTERSTATE', 'PRIMARY', 'RESIDENTIAL', 'SECONDARY', 'SERVICE', 'STATE HWY', 'TERTIARY', 'TRACK', 'US HWY'], 'List', 11)]

但它不适用于我从 csv 或数据框创建的字典 objects，并且出现“字符串索引超出范围错误”。

我也找到了这段代码，这太棒了。但它只给了我重复项和 parents。

            reader = csv.reader(f)
            for row in reader:
                item = QTreeWidgetItem(self.ui.tv, row)
                print(row)

Answer 1

下面是一个演示脚本，它应该可以完成您要求的大部分工作。它不能完全产生与第二个屏幕截图相同的布局，但结构是相同的。 csv 文件转换为嵌套 dicts/lists，可以保存到 json 文件。也可以直接加载 json 文件。我假设您的 csv 文件如下所示：

"Test Category","Sub Category","Test Type","Scale Type"
"Premorbid Func.","SIMPLE","Actual","Scale"
"Premorbid Func.","SIMPLE","Predicted","Scale"
"Premorbid Func.","COMPL Montanist","TEST","Scale"
"Premorbid Func.","COMPL Montanist","Actual","Scale"
"Premorbid Func.","COMPL Montanist","Predicted","Scale"
"Intellect","WAIS-IV","WAIS-IV","T Score"
"Intellect","WAIS-IV","VCI","T Score"
"Intellect","WAIS-IV","Similarities","T Score"
"Intellect","WAIS-IV","Vocabulary","T Score"
"Attention","TOVA","RT","Scale"
"Attention","TOVA","RTV","Scale"
"Attention","DV","T","T Score"

树视图如下所示：

演示脚本:

import sys, os, csv, json
from collections import defaultdict
from PyQt5 import QtCore, QtGui, QtWidgets

class Window(QtWidgets.QWidget):
    def __init__(self):
        super().__init__()
        self.buttonLoad = QtWidgets.QPushButton('Load Data')
        self.buttonLoad.clicked.connect(self.handleProcessData)
        self.buttonSave = QtWidgets.QPushButton('Save Data')
        self.buttonSave.clicked.connect(self.handleSaveData)
        self.buttonSave.setEnabled(False)
        self.tree = QtWidgets.QTreeView()
        layout = QtWidgets.QGridLayout(self)
        layout.addWidget(self.tree, 0, 0, 1, 2)
        layout.addWidget(self.buttonLoad, 1, 0)
        layout.addWidget(self.buttonSave, 1, 1)
        self.data = None

    def loadData(self):
        path, ok = QtWidgets.QFileDialog.getOpenFileName(
            self, 'Open CSV/JSON', '.', filter='Data Files (*.csv *.json)')
        if ok:
            with open(path) as stream:
                if os.path.splitext(path)[1] == '.json':
                    self.data = json.load(stream)
                else:
                    reader = csv.reader(stream)
                    # ignore the header
                    next(reader)
                    # convert to nested dicts/lists
                    self.data = defaultdict(lambda: defaultdict(list))
                    for record in reader:
                        self.data[record[0]][record[1]].append(record[2:])

    def handleProcessData(self):
        self.loadData()
        if self.data is not None:
            model = QtGui.QStandardItemModel(self.tree)
            model.setHorizontalHeaderLabels(('Category', 'Type', 'Scale'))
            self.tree.setModel(model)
            self.tree.setColumnWidth(0, 200)
            root = self.tree.rootIndex()
            for row, (text, values) in enumerate(self.data.items()):
                category = QtGui.QStandardItem(text)
                model.appendRow(category)
                self.tree.setFirstColumnSpanned(row, root, True)
                for row, (text, values) in enumerate(values.items()):
                    subcategory = QtGui.QStandardItem(text)
                    for value in values:
                        subcategory.appendRow([
                            QtGui.QStandardItem(),
                            QtGui.QStandardItem(value[0]),
                            QtGui.QStandardItem(value[1]),
                            ])
                    category.appendRow(subcategory)
                    self.tree.setFirstColumnSpanned(
                        row, category.index(), True)
            self.tree.expandAll()
            self.buttonSave.setEnabled(True)

    def handleSaveData(self):
        path, ok = QtWidgets.QFileDialog.getSaveFileName(
            self, 'Save JSON', '.', filter='JSON Files (*.json)')
        if ok:
            with open(path, 'w') as stream:
                json.dump(self.data, stream, indent=2)


if __name__ == '__main__':

    app = QtWidgets.QApplication(sys.argv)
    window = Window()
    window.setWindowTitle('Test')
    window.setGeometry(600, 100, 540, 480)
    window.show()
    sys.exit(app.exec_())

如何将 CSV 文件加载到 QTreeView 中？

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