Source code for frame_controls.postprocess_widgets.pandas_widget

from PyQt5 import QtCore
from ui_files.pandas_table import Ui_PandasTV
import pandas as pd



from PyQt5 import QtCore, QtGui, QtWidgets
from PyQt5.QtWidgets import *


[docs]class PandasTV: def __init__(self, parent): self.w_Pandas = QWidget() self.pandasUI = Ui_PandasTV() self.pandasUI.setupUi(self.w_Pandas)
# # Create main window object # self.win = parent # self.main_control = parent # self.main_ui = parent.ppUI
[docs]class PandasModel(QtCore.QAbstractTableModel): def __init__(self, df = pd.DataFrame(), parent=None): QtCore.QAbstractTableModel.__init__(self, parent=parent) self._df = df
[docs] def headerData(self, section, orientation, role=QtCore.Qt.DisplayRole): if role != QtCore.Qt.DisplayRole: return QtCore.QVariant() if orientation == QtCore.Qt.Horizontal: try: return self._df.columns.tolist()[section] except (IndexError, ): return QtCore.QVariant() elif orientation == QtCore.Qt.Vertical: try: # return self.df.index.tolist() return self._df.index.tolist()[section] except (IndexError, ): return QtCore.QVariant()
[docs] def data(self, index, role=QtCore.Qt.DisplayRole): if role != QtCore.Qt.DisplayRole: return QtCore.QVariant() if not index.isValid(): return QtCore.QVariant() return QtCore.QVariant(str(self._df.iloc[index.row(), index.column()]))
[docs] def setData(self, index, value, role): row = self._df.index[index.row()] col = self._df.columns[index.column()] if hasattr(value, 'toPyObject'): # PyQt4 gets a QVariant value = value.toPyObject() else: # PySide gets an unicode dtype = self._df[col].dtype if dtype != object: value = None if value == '' else dtype.type(value) self._df.set_value(row, col, value) return True
[docs] def rowCount(self, parent=QtCore.QModelIndex()): return len(self._df.index)
[docs] def columnCount(self, parent=QtCore.QModelIndex()): return len(self._df.columns)
[docs] def sort(self, column, order): colname = self._df.columns.tolist()[column] self.layoutAboutToBeChanged.emit() self._df.sort_values(colname, ascending= order == QtCore.Qt.AscendingOrder, inplace=True) self._df.reset_index(inplace=True, drop=True) self.layoutChanged.emit()
# if __name__ == "__main__": # import sys # app = QtWidgets.QApplication(sys.argv) # w = PandasWidget() # w.w_Pandas.show() # sys.exit(app.exec_())