SOM - Warn user to restart optimization after parameter change

Author: PrimozGodec

Orange/widgets/unsupervised/owsom.py

@@ -1,4 +1,5 @@
 from collections import defaultdict, namedtuple
+from contextlib import contextmanager
 from typing import Optional
 from xml.sax.saxutils import escape
 
@@ -171,6 +172,17 @@ def paint(self, painter, _option, _index):
         painter.restore()
 
 
+@contextmanager
+def disconnected_spin(spin):
+    # workaround for block spins which signals cannot be disconnected with
+    # disconnect since they connect protected method from the spin's class
+    spin.blockSignals(True)
+    try:
+        yield
+    finally:
+        spin.blockSignals(False)
+
+
 N_ITERATIONS = 200
 
 
@@ -209,6 +221,12 @@ class Outputs:
         ("shape", "auto_dim", "spin_x", "spin_y", "initialization", "start")
     )
 
+    class Information(OWWidget.Information):
+        modified = Msg(
+            'The parameter settings have been changed. Press "Start" to '
+            "rerun with the new settings."
+        )
+
     class Warning(OWWidget.Warning):
         ignoring_disc_variables = Msg("SOM ignores categorical variables.")
         missing_colors = \
@@ -243,34 +261,48 @@ def __init__(self):
         shape = gui.comboBox(
             box, self, "", items=("Hexagonal grid", "Square grid"))
         shape.setCurrentIndex(1 - self.hexagonal)
+        shape.currentIndexChanged.connect(self.on_parameter_change)
 
         box2 = gui.indentedBox(box, 10)
         auto_dim = gui.checkBox(
             box2, self, "auto_dimension", "Set dimensions automatically",
             callback=self.on_auto_dimension_changed)
         self.manual_box = box3 = gui.hBox(box2)
         spinargs = dict(
-            value="", widget=box3, master=self, minv=5, maxv=100, step=5,
-            alignment=Qt.AlignRight)
-        spin_x = gui.spin(**spinargs)
-        spin_x.setValue(self.size_x)
+            value="",
+            widget=box3,
+            master=self,
+            minv=5,
+            maxv=100,
+            step=5,
+            alignment=Qt.AlignRight,
+            callback=self.on_parameter_change,
+        )
+        self.spin_x = gui.spin(**spinargs)
+        with disconnected_spin(self.spin_x):
+            self.spin_x.setValue(self.size_x)
         gui.widgetLabel(box3, "×")
-        spin_y = gui.spin(**spinargs)
-        spin_y.setValue(self.size_y)
+        self.spin_y = gui.spin(**spinargs)
+        with disconnected_spin(self.spin_y):
+            self.spin_y.setValue(self.size_y)
         gui.rubber(box3)
         self.manual_box.setEnabled(not self.auto_dimension)
 
         initialization = gui.comboBox(
-            box, self, "initialization",
-            items=("Initialize with PCA", "Random initialization",
-                   "Replicable random"))
+            box,
+            self,
+            "initialization",
+            items=("Initialize with PCA", "Random initialization", "Replicable random"),
+            callback=self.on_parameter_change,
+        )
 
         start = gui.button(
             box, self, "Restart", callback=self.restart_som_pressed,
             sizePolicy=(QSizePolicy.MinimumExpanding, QSizePolicy.Fixed))
 
         self.opt_controls = self.OptControls(
-            shape, auto_dim, spin_x, spin_y, initialization, start)
+            shape, auto_dim, self.spin_x, self.spin_y, initialization, start
+        )
 
         box = gui.vBox(self.controlArea, "Color")
         gui.comboBox(
@@ -366,7 +398,8 @@ def set_warnings():
         self.set_color_bins()
         self.create_legend()
         if invalidated:
-            self.recompute_dimensions()
+            with disconnected_spin(self.spin_x), disconnected_spin(self.spin_y):
+                self.recompute_dimensions()
             self.start_som()
         else:
             self._redraw()
@@ -399,6 +432,7 @@ def on_auto_dimension_changed(self):
             dimy = int(5 * np.round(spin_y.value() / 5))
             spin_x.setValue(dimx)
             spin_y.setValue(dimy)
+        self.on_parameter_change()
 
     def on_attr_color_change(self):
         self.controls.pie_charts.setEnabled(self.attr_color is not None)
@@ -413,6 +447,9 @@ def on_attr_size_change(self):
     def on_pie_chart_change(self):
         self._redraw()
 
+    def on_parameter_change(self):
+        self.Information.modified()
+
     def clear_selection(self):
         self.selection = None
         self.redraw_selection()
@@ -498,6 +535,7 @@ def redraw_selection(self, marks=None):
                 cell.setZValue(marked or sel_group)
 
     def restart_som_pressed(self):
+        self.Information.modified.clear()
         if self._optimizer_thread is not None:
             self.stop_optimization = True
             self._optimizer.stop_optimization = True

Orange/widgets/unsupervised/tests/test_owsom.py

@@ -5,6 +5,8 @@
 
 import numpy as np
 import scipy.sparse as sp
+from AnyQt.QtWidgets import QComboBox, QPushButton, QCheckBox
+from AnyQt.QtCore import Qt
 
 from Orange.data import Table, Domain
 from Orange.widgets.tests.base import WidgetTest
@@ -646,6 +648,42 @@ def test_invalidated(self):
         self.send_signal(self.widget.Inputs.data, heart_with_less_features)
         self.widget._recompute_som.assert_called_once()
 
+    def test_modified_info(self):
+        w = self.widget
+        self.assertFalse(w.Information.modified.is_shown())
+        self.send_signal(w.Inputs.data, self.iris)
+        self.assertFalse(w.Information.modified.is_shown())
+        restart_button = w.controlArea.findChild(QPushButton)
+
+        # modify grid
+        simulate.combobox_activate_index(w.controlArea.findChild(QComboBox), 1)
+        self.assertTrue(w.Information.modified.is_shown())
+        restart_button.click()
+        self.assertFalse(w.Information.modified.is_shown())
+
+        # modify set dimensions automatically
+        w.controlArea.findChild(QCheckBox).setCheckState(Qt.Unchecked)
+        self.assertTrue(w.Information.modified.is_shown())
+        restart_button.click()
+        self.assertFalse(w.Information.modified.is_shown())
+
+        # modify dimension spins
+        w.spin_x.setValue(7)
+        self.assertTrue(w.Information.modified.is_shown())
+        restart_button.click()
+        self.assertFalse(w.Information.modified.is_shown())
+
+        w.spin_y.setValue(7)
+        self.assertTrue(w.Information.modified.is_shown())
+        restart_button.click()
+        self.assertFalse(w.Information.modified.is_shown())
+
+        # modify initialization
+        simulate.combobox_activate_index(w.controlArea.findChildren(QComboBox)[1], 1)
+        self.assertTrue(w.Information.modified.is_shown())
+        restart_button.click()
+        self.assertFalse(w.Information.modified.is_shown())
+
 
 if __name__ == "__main__":
     unittest.main()