nmreval/src/gui_qt/fit/function_creation_dialog.py

from __future__ import annotations

import inspect
import numbers
import pathlib
import re
from typing import Any

import numpy as np

from gui_qt.Qt import QtCore, QtWidgets, QtGui
from gui_qt._py.fitcreationdialog import Ui_Dialog
from gui_qt.lib.namespace import QNamespaceWidget

__all__ = ['QUserFitCreator']

validator = QtGui.QRegExpValidator(QtCore.QRegExp('[_A-Za-z][_A-Za-z0-9]*'))
pattern = re.compile(r'def func\(.*\):', flags=re.MULTILINE)


class QUserFitCreator(QtWidgets.QDialog, Ui_Dialog):
    classCreated = QtCore.pyqtSignal()

    def __init__(self, filepath: str|pathlib.Path, parent=None):
        super().__init__(parent=parent)
        self.setupUi(self)

        self.filepath = pathlib.Path(filepath)

        self.description_widget = DescWidget(self)
        self.args_widget = ArgWidget(self)
        self.kwargs_widget = KwargsWidget(self)
        self.kwargs_widget.Changed.connect(self.update_function)
        self.namespace_widget = QNamespaceWidget(self)
        self.namespace_widget.make_namespace()
        self.namespace_widget.sendKey.connect(self.namespace_made)

        for b, w in [(self.description_box, self.description_widget), (self.args_box, self.args_widget),
                     (self.kwargs_box, self.kwargs_widget), (self.namespace_box, self.namespace_widget)]:
            b.layout().addWidget(w)
            try:
                w.Changed.connect(self.update_function)
            except AttributeError:
                pass
            b.layout().addStretch()

        self._imports = set()

        self.update_function()

    def __call__(self, filepath: str|pathlib.Path):
        self.filepath = pathlib.Path(filepath)

        return self

    def update_function(self):
        prev_text = self.plainTextEdit.toPlainText().split('\n')
        func_body = ''
        in_body = False
        for line in prev_text:
            if in_body:
                func_body += line
                continue

            if pattern.search(line) is not None:
                in_body = True

        try:
            var = self.args_widget.get_parameter()
            var += self.kwargs_widget.get_parameter()

            k = ''
            for imps in self._imports:
                if len(imps) == 2:
                    k += f'from {imps[0]} import {imps[1]}\n'
                elif imps[0] == 'numpy':
                    k += 'import numpy as np\n'

            if len(self._imports):
                k += '\n\n'

            k += self.description_widget.get_strings()
            k += self.args_widget.get_strings()
            k += self.kwargs_widget.get_strings()

            k += '\n    @staticmethod\n'
            if var:
                k += f"    def func(x, {', '.join(var)}):\n"
            else:
                k += f'    def func(x):\n'

            k += func_body

            self.plainTextEdit.setPlainText(k)
        except Exception as e:
            QtWidgets.QMessageBox.warning(self, 'Failure', f'Error found: {e.args[0]}')

    def change_visibility(self):
        sender = self.sender()

        for box in (self.description_box, self.args_box, self.kwargs_box, self.namespace_box):
            box.blockSignals(True)
            box.setExpansion(sender == box)
            box.blockSignals(False)

    def namespace_made(self, invalue: str):
        ns = self.namespace_widget.namespace.namespace
        func_value = ns[invalue][0]
        ret_func = ''
        import_name = ''

        if func_value is None:
            ret_func = invalue

        elif isinstance(func_value, numbers.Number):
            ret_func = func_value

        elif isinstance(func_value, np.ufunc):
            self._imports.add(('numpy',))
            ret_func = 'np.'+func_value.__name__ + '(x)'

        else:
            f_string = ns[invalue][-1]
            args = f_string[f_string.find('('):]

            if inspect.ismethod(func_value):
                ret_func = func_value.__self__.__name__ + '.func'+args
                import_name = func_value.__self__.__name__

            elif hasattr(func_value, '__qualname__'):
                import_name = func_value.__qualname__.split('.')[0]
                ret_func = func_value.__qualname__ + args

            self._imports.add((inspect.getmodule(func_value).__name__, import_name))

        self.plainTextEdit.insertPlainText(ret_func)
        self.update_function()

    def accept(self):
        # maybe add a check for correctness

        with self.filepath.open('a') as f:
            f.write('\n\n')
            f.write(self.plainTextEdit.toPlainText())
        self.classCreated.emit()
        super().accept()


class KwargsWidget(QtWidgets.QWidget):
    Changed = QtCore.pyqtSignal()

    def __init__(self, parent=None):
        super().__init__(parent=parent)
        self._num_kwargs = 0

        self._setup_ui()

    def _setup_ui(self):
        layout = QtWidgets.QGridLayout()
        layout.setContentsMargins(3, 3, 3, 3)
        layout.setHorizontalSpacing(3)

        self.use_nuclei = QtWidgets.QCheckBox('Add gyromagnetic ratio', self)
        self.use_nuclei.stateChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.use_nuclei, 0, 0, 1, 3)

        self.choices = QtWidgets.QTabWidget(self)
        layout.addWidget(self.choices, 1, 0, 1, 3)

        self.add_choice_button = QtWidgets.QPushButton('Add choice', self)
        self.add_choice_button.clicked.connect(self.add_choice)
        layout.addWidget(self.add_choice_button, 2, 0, 1, 1)

        self.rem_choice_button = QtWidgets.QPushButton('Remove choice', self)
        self.rem_choice_button.clicked.connect(self.remove_choice)
        layout.addWidget(self.rem_choice_button, 2, 1, 1, 1)

        self.setLayout(layout)

    def add_choice(self):
        cnt = self._num_kwargs
        c = ChoiceWidget(cnt, self)
        c.Changed.connect(self.update_choice)
        self.choices.addTab(c, c.name_line.text())

        self._num_kwargs += 1

        self.choices.setCurrentIndex(cnt)
        self.Changed.emit()

    def remove_choice(self):
        cnt = self.choices.currentIndex()
        self.choices.removeTab(cnt)
        self.Changed.emit()

    def update_choice(self):
        idx = self.choices.currentIndex()
        self.choices.setTabText(idx, self.sender().name_line.text())
        self.Changed.emit()

    def get_parameter(self):
        if self.use_nuclei.isChecked():
            var = ['nucleus=2.67522128e7']
        else:
            var = []
        var += [self.choices.widget(idx).get_parameter() for idx in range(self.choices.count())]

        return var

    def get_strings(self) -> str:
        kwargs = []
        if self.use_nuclei.isChecked():
            kwargs.append(r"(r'\gamma', 'nucleus', gamma)")

        for i in range(self.choices.count()):
            kwargs.append(self.choices.widget(i).get_strings())
        if kwargs:
            return f"    choices = {', '.join(kwargs)}\n"
        else:
            return ''


class ChoiceWidget(QtWidgets.QWidget):
    Changed = QtCore.pyqtSignal()

    def __init__(self, idx: int, parent=None):
        super().__init__(parent=parent)

        self._setup_ui()

        self.name_line.setText('choice' + str(idx))
        self.add_option()

    def _setup_ui(self):
        layout = QtWidgets.QGridLayout()
        layout.setContentsMargins(3, 3, 3, 3)
        layout.setHorizontalSpacing(3)

        self.name_label = QtWidgets.QLabel('Name', self)
        layout.addWidget(self.name_label, 0, 0, 1, 1)
        self.name_line = QtWidgets.QLineEdit(self)
        self.name_line.textChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.name_line, 0, 1, 1, 1)

        self.disp_label = QtWidgets.QLabel('Disp. name', self)
        layout.addWidget(self.disp_label, 1, 0, 1, 1)
        self.display_line = QtWidgets.QLineEdit(self)
        self.display_line.textChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.display_line, 1, 1, 1, 1)

        self.add_button = QtWidgets.QPushButton('Add option', self)
        self.add_button.clicked.connect(self.add_option)
        layout.addWidget(self.add_button, 2, 0, 1, 2)

        self.remove_button = QtWidgets.QPushButton('Remove option', self)
        self.remove_button.clicked.connect(self.remove_option)
        layout.addWidget(self.remove_button, 3, 0, 1, 2)

        self.table = QtWidgets.QTableWidget(self)
        self.table.setColumnCount(3)
        self.table.setHorizontalHeaderLabels(['Name', 'Value', 'Type'])
        self.table.itemChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.table, 0, 2, 4, 1)

        self.setLayout(layout)

    def add_option(self):
        self.table.blockSignals(True)
        row = self.table.rowCount()
        self.table.setRowCount(row+1)

        self.table.setItem(row, 0, QtWidgets.QTableWidgetItem('opt' + str(row)))
        lineedit = QtWidgets.QLineEdit()
        lineedit.setValidator(validator)
        lineedit.setFrame(False)
        lineedit.setText('opt'+str(row))
        lineedit.textChanged.connect(lambda x: self.Changed.emit())
        self.table.setCellWidget(row, 0, lineedit)
        self.table.setItem(row, 1, QtWidgets.QTableWidgetItem('None'))

        self.table.setItem(row, 2, QtWidgets.QTableWidgetItem(''))
        cb = QtWidgets.QComboBox()
        cb.addItems(['None', 'str', 'float', 'int', 'bool'])
        cb.currentIndexChanged.connect(lambda x: self.Changed.emit())
        self.table.setCellWidget(row, 2, cb)

        self.table.blockSignals(False)

        self.Changed.emit()

    def remove_option(self):
        if self.table.rowCount() > 1:
            self.table.blockSignals(True)
            self.table.removeRow(self.table.currentRow())
            self.table.blockSignals(False)
            self.Changed.emit()

    def get_parameter(self) -> str:
        return f'{self.name_line.text()}={self._make_value(0)!r}'

    def get_strings(self) -> str:
        opts = []
        for i in range(self.table.rowCount()):
            name = self.table.cellWidget(i, 0).text()
            val = self._make_value(i)
            opts.append(f'{name!r}: {val!r}')

        opts = f"{{{', '.join(opts)}}}"

        disp = self.display_line.text()
        name = self.name_line.text()
        if disp == '':
            ret_val = '(' + ', '.join([repr(name), repr(name), opts]) + ')'
        else:
            ret_val = '(' + ', '.join([repr(name), repr(disp), opts]) + ')'

        return ret_val

    def _make_value(self, i) -> Any:
        dtype = self.table.cellWidget(i, 2).currentIndex()
        val = self.table.item(i, 1).text()
        cast = [None, str, float, int, bool]
        if dtype == 0:
            val = None
        else:
            try:
                val = cast[dtype](val)
            except:
                raise ValueError(f'Invalid argument for {self.table.cellWidget(i, 0).text()}')

        return val


class ArgWidget(QtWidgets.QWidget):
    Changed = QtCore.pyqtSignal()

    def __init__(self, parent=None):
        super().__init__(parent=parent)

        self._setup_ui()

    def _setup_ui(self):
        layout = QtWidgets.QGridLayout()
        layout.setContentsMargins(3, 3, 3, 3)
        layout.setHorizontalSpacing(3)

        self.table = QtWidgets.QTableWidget(self)
        self.table.setColumnCount(4)
        self.table.setSelectionBehavior(QtWidgets.QAbstractItemView.SelectRows)
        self.table.setRowCount(0)
        self.table.setHorizontalHeaderLabels(['Variable', 'Disp. name', 'Lower bound', 'Upper bound'])
        self.table.itemChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.table, 0, 0, 1, 3)

        self.add_button = QtWidgets.QPushButton('Add parameter', self)
        self.add_button.clicked.connect(self.add_variable)
        layout.addWidget(self.add_button, 1, 0, 1, 1)

        self.rem_button = QtWidgets.QPushButton('Remove parameter', self)
        self.rem_button.clicked.connect(self.remove_variable)
        layout.addWidget(self.rem_button, 1, 1, 1, 1)

        spacer = QtWidgets.QSpacerItem(0, 0)
        layout.addItem(spacer, 1, 2, 1, 1)

        self.setLayout(layout)

    def add_variable(self):
        self.table.blockSignals(True)
        row = self.table.rowCount()
        self.table.setRowCount(row + 1)

        self.table.setItem(row, 0, QtWidgets.QTableWidgetItem('p' + str(row)))
        # arguments cannot start with a number or have spaces
        lineedit = QtWidgets.QLineEdit()
        lineedit.setValidator(validator)
        lineedit.setFrame(False)
        lineedit.setText('p'+str(row))
        lineedit.textChanged.connect(lambda x: self.Changed.emit())
        self.table.setCellWidget(row, 0, lineedit)

        self.table.setItem(row, 1, QtWidgets.QTableWidgetItem('p_{' + str(row) + '}'))
        self.table.setItem(row, 2, QtWidgets.QTableWidgetItem('--'))
        self.table.setItem(row, 3, QtWidgets.QTableWidgetItem('--'))
        self.table.blockSignals(False)

        self.Changed.emit()

    def remove_variable(self):
        self.table.blockSignals(True)
        self.table.removeRow(self.table.currentRow())
        self.table.blockSignals(False)

        self.Changed.emit()

    def get_parameter(self) -> list[str]:
        var = []
        for row in range(self.table.rowCount()):
            var.append(self.table.cellWidget(row, 0).text())

        return var

    def get_strings(self) -> str:
        args = []
        bnds = []
        for row in range(self.table.rowCount()):
            args.append(self.table.item(row, 1).text())
            lb = self.table.item(row, 2).text()
            lb = None if lb in ['--', 'None'] else float(lb)

            ub = self.table.item(row, 3).text()
            ub = None if ub in ['--', 'None'] else float(ub)

            if ub is not None and lb is not None:
                if not (lb < ub):
                    raise ValueError('Some bounds are invalid')

            bnds.append(f'({lb}, {ub})')

        stringi = f'    params = {args}\n'
        stringi += f"    bounds = [{', '.join(bnds)}]\n"

        return stringi


class DescWidget(QtWidgets.QWidget):
    Changed = QtCore.pyqtSignal()

    def __init__(self, parent=None):
        super().__init__(parent=parent)

        self._setup_ui()

    def _setup_ui(self):
        layout = QtWidgets.QGridLayout()
        layout.setContentsMargins(3, 3, 3, 3)
        layout.setSpacing(3)

        self.klass_label = QtWidgets.QLabel('Class', self)
        layout.addWidget(self.klass_label, 0, 0, 1, 1)
        self.klass_lineedit = QtWidgets.QLineEdit(self)
        self.klass_lineedit.setValidator(validator)
        self.klass_lineedit.setText('UserClass')
        self.klass_lineedit.textChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.klass_lineedit, 0, 1, 1, 1)

        self.name_label = QtWidgets.QLabel('Name', self)
        layout.addWidget(self.name_label, 1, 0, 1, 1)
        self.name_lineedit = QtWidgets.QLineEdit(self)
        self.name_lineedit.setText('Name of function')
        self.name_lineedit.textChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.name_lineedit, 1, 1, 1, 1)

        self.group_label = QtWidgets.QLabel('Group', self)
        layout.addWidget(self.group_label, 2, 0, 1, 1)
        self.group_lineedit = QtWidgets.QLineEdit(self)
        self.group_lineedit.setText('User-defined')
        self.group_lineedit.textChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.group_lineedit, 2, 1, 1, 1)

        self.eq_label = QtWidgets.QLabel('Disp. equation', self)
        layout.addWidget(self.eq_label, 3, 0, 1, 1)
        self.eq_lineedit = QtWidgets.QLineEdit(self)
        self.eq_lineedit.textChanged.connect(lambda x: self.Changed.emit())
        layout.addWidget(self.eq_lineedit, 3, 1, 1, 1)

        self.setLayout(layout)

    def get_strings(self) -> str:
        if self.klass_lineedit.text() == '':
            raise ValueError('Class name is empty')
        stringi = f'class {self.klass_lineedit.text()}:\n' \
                  f'    name = {self.name_lineedit.text()!r}\n' \
                  f'    type = {self.group_lineedit.text()!r}\n' \
                  f'    equation = {self.eq_lineedit.text()!r}\n'

        return stringi


if __name__ == '__main__':
    import sys
    app = QtWidgets.QApplication([])
    win = QUserFitCreator()
    win.show()

    sys.exit(app.exec())