Heatmap plot (#44)

feat: add heatmap live plot
domarm-comat · Nov 18, 2024 · 9667104 · 9667104
1 parent 7988273
commit 9667104
Show file tree

Hide file tree

Showing 82 changed files with 468 additions and 4 deletions.
diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
diff --git a/README.md b/README.md
@@ -85,6 +85,7 @@ Pglive supports four plot types: `LiveLinePlot`, `LiveScatterPlot`, `LiveHBarPlo
 ![All plot types](https://i.postimg.cc/637CsKRC/pglive-allplots.gif)
 ![CandleStick plot](https://i.postimg.cc/0QcmMMb0/plot-candlestick.gif)
 ![live-categorized-bar.gif](https://i.postimg.cc/xqrwXXjY/live-categorized-bar.gif)
+![heatmap.gif](https://i.postimg.cc/B6JR6qGF/heatmap.gif)
 
 # Plot speed optimizations  #
 

diff --git a/pglive/__init__.py b/pglive/__init__.py
diff --git a/pglive/examples_pyqt5/__init__.py b/pglive/examples_pyqt5/__init__.py
diff --git a/pglive/examples_pyqt5/all_plot_types.py b/pglive/examples_pyqt5/all_plot_types.py
diff --git a/pglive/examples_pyqt5/axis.py b/pglive/examples_pyqt5/axis.py
diff --git a/pglive/examples_pyqt5/candlestick_plot.py b/pglive/examples_pyqt5/candlestick_plot.py
diff --git a/pglive/examples_pyqt5/categorized_bar_plot.py b/pglive/examples_pyqt5/categorized_bar_plot.py
diff --git a/pglive/examples_pyqt5/crop_offset_to_data.py b/pglive/examples_pyqt5/crop_offset_to_data.py
diff --git a/pglive/examples_pyqt5/crosshair.py b/pglive/examples_pyqt5/crosshair.py
diff --git a/pglive/examples_pyqt5/designer_example/__init__.py b/pglive/examples_pyqt5/designer_example/__init__.py
diff --git a/pglive/examples_pyqt5/designer_example/main_example.py b/pglive/examples_pyqt5/designer_example/main_example.py
diff --git a/pglive/examples_pyqt5/designer_example/win_template.py b/pglive/examples_pyqt5/designer_example/win_template.py
diff --git a/pglive/examples_pyqt5/designer_example/win_template.ui b/pglive/examples_pyqt5/designer_example/win_template.ui
diff --git a/pglive/examples_pyqt5/heatmap_plot.py b/pglive/examples_pyqt5/heatmap_plot.py
@@ -0,0 +1,98 @@
+import signal
+import time
+from threading import Thread
+import pglive.examples_pyqt5 as examples
+import numpy.random
+import pyqtgraph as pg
+from PyQt5.QtWidgets import QWidget, QGridLayout
+
+
+from pglive.kwargs import Axis
+from pglive.sources.data_connector import DataConnector
+from pglive.sources.live_HeatMap import LiveHeatMap
+from pglive.sources.live_axis import LiveAxis
+from pglive.sources.live_plot_widget import LivePlotWidget
+
+"""
+HeatMap is displayed in this example.
+"""
+# Get color map
+cmap = pg.colormap.get("CET-D1")
+# Create Heat map plot item
+# grid_pen is used to draw a grid, remove if you don't want any grid
+# counts_pen is used to draw point counts, remove if you don't want any grid
+plot = LiveHeatMap(colormap=cmap, grid_pen=pg.mkPen("red"), counts_pen=pg.mkPen("white"))
+
+resolution = 10  # 10 x 10 pixels
+left_labels = [f"Y{i}" for i in range(resolution)]
+bottom_labels = [f"X{i}" for i in range(resolution)]
+
+# Set Axis.SHOW_ALL_CATEGORIES: True if you want to always show all category ticks
+left_axis = LiveAxis("left", tick_angle=0,
+                     **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels, Axis.SHOW_ALL_CATEGORIES: True})
+right_axis = LiveAxis("right", tick_angle=0,
+                      **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels,
+                         Axis.SHOW_ALL_CATEGORIES: False})
+top_axis = LiveAxis("top", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels,
+                                            Axis.SHOW_ALL_CATEGORIES: True})
+bottom_axis = LiveAxis("bottom", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels,
+                                                  Axis.SHOW_ALL_CATEGORIES: False})
+
+view_1 = LivePlotWidget(title="Heat map plot with counts and grid @ 1Hz",
+                        axisItems={'top': top_axis, 'bottom': bottom_axis, 'left': left_axis, 'right': right_axis})
+view_1.addItem(plot)
+
+# Get color map
+cmap_2 = pg.colormap.get("plasma")
+# Create Heat map plot item
+plot_2 = LiveHeatMap(colormap=cmap_2)
+
+resolution_2 = 20  # 20 x 20 pixels
+left_labels_2 = [f"Y{i}" for i in range(resolution_2)]
+bottom_labels_2 = [f"X{i}" for i in range(resolution_2)]
+
+# Set Axis.SHOW_ALL_CATEGORIES: True if you want to always show all category ticks
+left_axis_2 = LiveAxis("left", tick_angle=0,
+                       **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels_2,
+                          Axis.SHOW_ALL_CATEGORIES: True})
+right_axis_2 = LiveAxis("right", tick_angle=0,
+                        **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels_2,
+                           Axis.SHOW_ALL_CATEGORIES: False})
+top_axis_2 = LiveAxis("top", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels_2,
+                                              Axis.SHOW_ALL_CATEGORIES: True})
+bottom_axis_2 = LiveAxis("bottom", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels_2,
+                                                    Axis.SHOW_ALL_CATEGORIES: False})
+
+view_2 = LivePlotWidget(title="Heat map plot @ 10Hz",
+                        axisItems={'top': top_axis_2, 'bottom': bottom_axis_2, 'left': left_axis_2,
+                                   'right': right_axis_2})
+view_2.addItem(plot_2)
+
+# Setup layout to display all plots and histograms
+plots_view = QWidget()
+plots_view.setContentsMargins(0, 0, 0, 0)
+plots_view.setLayout(QGridLayout())
+plots_view.layout().setSpacing(0)
+plots_view.layout().addWidget(view_1, 0, 0)
+plots_view.layout().addWidget(plot.histogram, 0, 1)
+plots_view.layout().addWidget(view_2, 1, 0)
+plots_view.layout().addWidget(plot_2.histogram, 1, 1)
+plots_view.show()
+data_connector = DataConnector(plot)
+data_connector_2 = DataConnector(plot_2)
+
+
+def heatmap_generator(data_connector, resolution, bottom_labels, left_labels, timeout=1):
+    while examples.running:
+        heatmap = []
+        for i in range(resolution):
+            heatmap.append(numpy.random.randint(0, 1000, resolution))
+        data_connector.cb_set_data(bottom_labels, left_labels, heatmap=heatmap)
+        time.sleep(timeout)
+
+
+Thread(target=heatmap_generator, args=(data_connector, resolution, bottom_labels, left_labels)).start()
+Thread(target=heatmap_generator, args=(data_connector_2, resolution_2, bottom_labels_2, left_labels_2, 0.1)).start()
+signal.signal(signal.SIGINT, lambda sig, frame: examples.stop())
+examples.app.exec()
+examples.stop()
diff --git a/pglive/examples_pyqt5/horizontal_bar_plot.py b/pglive/examples_pyqt5/horizontal_bar_plot.py
diff --git a/pglive/examples_pyqt5/leading_line.py b/pglive/examples_pyqt5/leading_line.py
diff --git a/pglive/examples_pyqt5/line_plot.py b/pglive/examples_pyqt5/line_plot.py
diff --git a/pglive/examples_pyqt5/live_plot_range.py b/pglive/examples_pyqt5/live_plot_range.py
diff --git a/pglive/examples_pyqt5/one_plot_multiple_plot_rates.py b/pglive/examples_pyqt5/one_plot_multiple_plot_rates.py
diff --git a/pglive/examples_pyqt5/pause_resume.py b/pglive/examples_pyqt5/pause_resume.py
diff --git a/pglive/examples_pyqt5/plot_rate.py b/pglive/examples_pyqt5/plot_rate.py
diff --git a/pglive/examples_pyqt5/scatter_plot.py b/pglive/examples_pyqt5/scatter_plot.py
diff --git a/pglive/examples_pyqt5/update_rate.py b/pglive/examples_pyqt5/update_rate.py
diff --git a/pglive/examples_pyqt5/vertical_bar_plot.py b/pglive/examples_pyqt5/vertical_bar_plot.py
diff --git a/pglive/examples_pyqt5/vertical_bar_plot_color.py b/pglive/examples_pyqt5/vertical_bar_plot_color.py
diff --git a/pglive/examples_pyqt6/__init__.py b/pglive/examples_pyqt6/__init__.py
diff --git a/pglive/examples_pyqt6/all_plot_types.py b/pglive/examples_pyqt6/all_plot_types.py
diff --git a/pglive/examples_pyqt6/axis.py b/pglive/examples_pyqt6/axis.py
diff --git a/pglive/examples_pyqt6/candlestick_plot.py b/pglive/examples_pyqt6/candlestick_plot.py
diff --git a/pglive/examples_pyqt6/categorized_bar_plot.py b/pglive/examples_pyqt6/categorized_bar_plot.py
diff --git a/pglive/examples_pyqt6/crop_offset_to_data.py b/pglive/examples_pyqt6/crop_offset_to_data.py
diff --git a/pglive/examples_pyqt6/crosshair.py b/pglive/examples_pyqt6/crosshair.py
diff --git a/pglive/examples_pyqt6/designer_example/__init__.py b/pglive/examples_pyqt6/designer_example/__init__.py
diff --git a/pglive/examples_pyqt6/designer_example/main_example.py b/pglive/examples_pyqt6/designer_example/main_example.py
diff --git a/pglive/examples_pyqt6/designer_example/win_template.py b/pglive/examples_pyqt6/designer_example/win_template.py
diff --git a/pglive/examples_pyqt6/designer_example/win_template.ui b/pglive/examples_pyqt6/designer_example/win_template.ui
diff --git a/pglive/examples_pyqt6/heatmap_plot.py b/pglive/examples_pyqt6/heatmap_plot.py
@@ -0,0 +1,98 @@
+import signal
+import time
+from threading import Thread
+
+import numpy.random
+import pyqtgraph as pg
+from PyQt6.QtWidgets import QWidget, QGridLayout
+
+import pglive.examples_pyqt6 as examples
+from pglive.kwargs import Axis
+from pglive.sources.data_connector import DataConnector
+from pglive.sources.live_HeatMap import LiveHeatMap
+from pglive.sources.live_axis import LiveAxis
+from pglive.sources.live_plot_widget import LivePlotWidget
+
+"""
+HeatMap is displayed in this example.
+"""
+# Get color map
+cmap = pg.colormap.get("CET-D1")
+# Create Heat map plot item
+# grid_pen is used to draw a grid, remove if you don't want any grid
+# counts_pen is used to draw point counts, remove if you don't want any grid
+plot = LiveHeatMap(colormap=cmap, grid_pen=pg.mkPen("red"), counts_pen=pg.mkPen("white"))
+
+resolution = 10  # 10 x 10 pixels
+left_labels = [f"Y{i}" for i in range(resolution)]
+bottom_labels = [f"X{i}" for i in range(resolution)]
+
+# Set Axis.SHOW_ALL_CATEGORIES: True if you want to always show all category ticks
+left_axis = LiveAxis("left", tick_angle=0,
+                     **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels, Axis.SHOW_ALL_CATEGORIES: True})
+right_axis = LiveAxis("right", tick_angle=0,
+                      **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels,
+                         Axis.SHOW_ALL_CATEGORIES: False})
+top_axis = LiveAxis("top", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels,
+                                            Axis.SHOW_ALL_CATEGORIES: True})
+bottom_axis = LiveAxis("bottom", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels,
+                                                  Axis.SHOW_ALL_CATEGORIES: False})
+
+view_1 = LivePlotWidget(title="Heat map plot with counts and grid @ 1Hz",
+                        axisItems={'top': top_axis, 'bottom': bottom_axis, 'left': left_axis, 'right': right_axis})
+view_1.addItem(plot)
+
+# Get color map
+cmap_2 = pg.colormap.get("plasma")
+# Create Heat map plot item
+plot_2 = LiveHeatMap(colormap=cmap_2)
+
+resolution_2 = 20  # 20 x 20 pixels
+left_labels_2 = [f"Y{i}" for i in range(resolution_2)]
+bottom_labels_2 = [f"X{i}" for i in range(resolution_2)]
+
+# Set Axis.SHOW_ALL_CATEGORIES: True if you want to always show all category ticks
+left_axis_2 = LiveAxis("left", tick_angle=0,
+                       **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels_2,
+                          Axis.SHOW_ALL_CATEGORIES: True})
+right_axis_2 = LiveAxis("right", tick_angle=0,
+                        **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels_2,
+                           Axis.SHOW_ALL_CATEGORIES: False})
+top_axis_2 = LiveAxis("top", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels_2,
+                                              Axis.SHOW_ALL_CATEGORIES: True})
+bottom_axis_2 = LiveAxis("bottom", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels_2,
+                                                    Axis.SHOW_ALL_CATEGORIES: False})
+
+view_2 = LivePlotWidget(title="Heat map plot @ 10Hz",
+                        axisItems={'top': top_axis_2, 'bottom': bottom_axis_2, 'left': left_axis_2,
+                                   'right': right_axis_2})
+view_2.addItem(plot_2)
+
+# Setup layout to display all plots and histograms
+plots_view = QWidget()
+plots_view.setContentsMargins(0, 0, 0, 0)
+plots_view.setLayout(QGridLayout())
+plots_view.layout().setSpacing(0)
+plots_view.layout().addWidget(view_1, 0, 0)
+plots_view.layout().addWidget(plot.histogram, 0, 1)
+plots_view.layout().addWidget(view_2, 1, 0)
+plots_view.layout().addWidget(plot_2.histogram, 1, 1)
+plots_view.show()
+data_connector = DataConnector(plot)
+data_connector_2 = DataConnector(plot_2)
+
+
+def heatmap_generator(data_connector, resolution, bottom_labels, left_labels, timeout=1):
+    while examples.running:
+        heatmap = []
+        for i in range(resolution):
+            heatmap.append(numpy.random.randint(0, 1000, resolution))
+        data_connector.cb_set_data(bottom_labels, left_labels, heatmap=heatmap)
+        time.sleep(timeout)
+
+
+Thread(target=heatmap_generator, args=(data_connector, resolution, bottom_labels, left_labels)).start()
+Thread(target=heatmap_generator, args=(data_connector_2, resolution_2, bottom_labels_2, left_labels_2, 0.1)).start()
+signal.signal(signal.SIGINT, lambda sig, frame: examples.stop())
+examples.app.exec()
+examples.stop()
diff --git a/pglive/examples_pyqt6/horizontal_bar_plot.py b/pglive/examples_pyqt6/horizontal_bar_plot.py
diff --git a/pglive/examples_pyqt6/leading_line.py b/pglive/examples_pyqt6/leading_line.py
diff --git a/pglive/examples_pyqt6/line_plot.py b/pglive/examples_pyqt6/line_plot.py
diff --git a/pglive/examples_pyqt6/live_plot_range.py b/pglive/examples_pyqt6/live_plot_range.py
diff --git a/pglive/examples_pyqt6/one_plot_multiple_plot_rates.py b/pglive/examples_pyqt6/one_plot_multiple_plot_rates.py
diff --git a/pglive/examples_pyqt6/pause_resume.py b/pglive/examples_pyqt6/pause_resume.py
diff --git a/pglive/examples_pyqt6/plot_rate.py b/pglive/examples_pyqt6/plot_rate.py
diff --git a/pglive/examples_pyqt6/scatter_plot.py b/pglive/examples_pyqt6/scatter_plot.py
diff --git a/pglive/examples_pyqt6/update_rate.py b/pglive/examples_pyqt6/update_rate.py
diff --git a/pglive/examples_pyqt6/vertical_bar_plot.py b/pglive/examples_pyqt6/vertical_bar_plot.py
diff --git a/pglive/examples_pyqt6/vertical_bar_plot_color.py b/pglive/examples_pyqt6/vertical_bar_plot_color.py
diff --git a/pglive/examples_pyside6/__init__.py b/pglive/examples_pyside6/__init__.py
diff --git a/pglive/examples_pyside6/all_plot_types.py b/pglive/examples_pyside6/all_plot_types.py
diff --git a/pglive/examples_pyside6/axis.py b/pglive/examples_pyside6/axis.py
@@ -3,10 +3,8 @@
 from math import sin
 from threading import Thread
 from time import sleep
-
-import pyqtgraph as pg  # type: ignore
-
 import pglive.examples_pyside6 as examples
+import pyqtgraph as pg  # type: ignore
 from pglive.kwargs import Axis
 from pglive.sources.data_connector import DataConnector
 from pglive.sources.live_axis import LiveAxis

diff --git a/pglive/examples_pyside6/candlestick_plot.py b/pglive/examples_pyside6/candlestick_plot.py
diff --git a/pglive/examples_pyside6/categorized_bar_plot.py b/pglive/examples_pyside6/categorized_bar_plot.py
diff --git a/pglive/examples_pyside6/crop_offset_to_data.py b/pglive/examples_pyside6/crop_offset_to_data.py
diff --git a/pglive/examples_pyside6/crosshair.py b/pglive/examples_pyside6/crosshair.py
diff --git a/pglive/examples_pyside6/heatmap_plot.py b/pglive/examples_pyside6/heatmap_plot.py
@@ -0,0 +1,98 @@
+import signal
+import time
+from threading import Thread
+import pglive.examples_pyside6 as examples
+import numpy.random
+import pyqtgraph as pg
+from PySide6.QtWidgets import QWidget, QGridLayout
+
+
+from pglive.kwargs import Axis
+from pglive.sources.data_connector import DataConnector
+from pglive.sources.live_HeatMap import LiveHeatMap
+from pglive.sources.live_axis import LiveAxis
+from pglive.sources.live_plot_widget import LivePlotWidget
+
+"""
+HeatMap is displayed in this example.
+"""
+# Get color map
+cmap = pg.colormap.get("CET-D1")
+# Create Heat map plot item
+# grid_pen is used to draw a grid, remove if you don't want any grid
+# counts_pen is used to draw point counts, remove if you don't want any grid
+plot = LiveHeatMap(colormap=cmap, grid_pen=pg.mkPen("red"), counts_pen=pg.mkPen("white"))
+
+resolution = 10  # 10 x 10 pixels
+left_labels = [f"Y{i}" for i in range(resolution)]
+bottom_labels = [f"X{i}" for i in range(resolution)]
+
+# Set Axis.SHOW_ALL_CATEGORIES: True if you want to always show all category ticks
+left_axis = LiveAxis("left", tick_angle=0,
+                     **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels, Axis.SHOW_ALL_CATEGORIES: True})
+right_axis = LiveAxis("right", tick_angle=0,
+                      **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels,
+                         Axis.SHOW_ALL_CATEGORIES: False})
+top_axis = LiveAxis("top", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels,
+                                            Axis.SHOW_ALL_CATEGORIES: True})
+bottom_axis = LiveAxis("bottom", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels,
+                                                  Axis.SHOW_ALL_CATEGORIES: False})
+
+view_1 = LivePlotWidget(title="Heat map plot with counts and grid @ 1Hz",
+                        axisItems={'top': top_axis, 'bottom': bottom_axis, 'left': left_axis, 'right': right_axis})
+view_1.addItem(plot)
+
+# Get color map
+cmap_2 = pg.colormap.get("plasma")
+# Create Heat map plot item
+plot_2 = LiveHeatMap(colormap=cmap_2)
+
+resolution_2 = 20  # 20 x 20 pixels
+left_labels_2 = [f"Y{i}" for i in range(resolution_2)]
+bottom_labels_2 = [f"X{i}" for i in range(resolution_2)]
+
+# Set Axis.SHOW_ALL_CATEGORIES: True if you want to always show all category ticks
+left_axis_2 = LiveAxis("left", tick_angle=0,
+                       **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels_2,
+                          Axis.SHOW_ALL_CATEGORIES: True})
+right_axis_2 = LiveAxis("right", tick_angle=0,
+                        **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: left_labels_2,
+                           Axis.SHOW_ALL_CATEGORIES: False})
+top_axis_2 = LiveAxis("top", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels_2,
+                                              Axis.SHOW_ALL_CATEGORIES: True})
+bottom_axis_2 = LiveAxis("bottom", tick_angle=0, **{Axis.TICK_FORMAT: Axis.CATEGORY, Axis.CATEGORIES: bottom_labels_2,
+                                                    Axis.SHOW_ALL_CATEGORIES: False})
+
+view_2 = LivePlotWidget(title="Heat map plot @ 10Hz",
+                        axisItems={'top': top_axis_2, 'bottom': bottom_axis_2, 'left': left_axis_2,
+                                   'right': right_axis_2})
+view_2.addItem(plot_2)
+
+# Setup layout to display all plots and histograms
+plots_view = QWidget()
+plots_view.setContentsMargins(0, 0, 0, 0)
+plots_view.setLayout(QGridLayout())
+plots_view.layout().setSpacing(0)
+plots_view.layout().addWidget(view_1, 0, 0)
+plots_view.layout().addWidget(plot.histogram, 0, 1)
+plots_view.layout().addWidget(view_2, 1, 0)
+plots_view.layout().addWidget(plot_2.histogram, 1, 1)
+plots_view.show()
+data_connector = DataConnector(plot)
+data_connector_2 = DataConnector(plot_2)
+
+
+def heatmap_generator(data_connector, resolution, bottom_labels, left_labels, timeout=1):
+    while examples.running:
+        heatmap = []
+        for i in range(resolution):
+            heatmap.append(numpy.random.randint(0, 1000, resolution))
+        data_connector.cb_set_data(bottom_labels, left_labels, heatmap=heatmap)
+        time.sleep(timeout)
+
+
+Thread(target=heatmap_generator, args=(data_connector, resolution, bottom_labels, left_labels)).start()
+Thread(target=heatmap_generator, args=(data_connector_2, resolution_2, bottom_labels_2, left_labels_2, 0.1)).start()
+signal.signal(signal.SIGINT, lambda sig, frame: examples.stop())
+examples.app.exec()
+examples.stop()
diff --git a/pglive/examples_pyside6/horizontal_bar_plot.py b/pglive/examples_pyside6/horizontal_bar_plot.py
diff --git a/pglive/examples_pyside6/leading_line.py b/pglive/examples_pyside6/leading_line.py
diff --git a/pglive/examples_pyside6/line_plot.py b/pglive/examples_pyside6/line_plot.py
diff --git a/pglive/examples_pyside6/live_plot_range.py b/pglive/examples_pyside6/live_plot_range.py
diff --git a/pglive/examples_pyside6/one_plot_multiple_plot_rates.py b/pglive/examples_pyside6/one_plot_multiple_plot_rates.py
diff --git a/pglive/examples_pyside6/pause_resume.py b/pglive/examples_pyside6/pause_resume.py
diff --git a/pglive/examples_pyside6/plot_rate.py b/pglive/examples_pyside6/plot_rate.py
diff --git a/pglive/examples_pyside6/scatter_plot.py b/pglive/examples_pyside6/scatter_plot.py
diff --git a/pglive/examples_pyside6/update_rate.py b/pglive/examples_pyside6/update_rate.py
diff --git a/pglive/examples_pyside6/vertical_bar_plot.py b/pglive/examples_pyside6/vertical_bar_plot.py
diff --git a/pglive/examples_pyside6/vertical_bar_plot_color.py b/pglive/examples_pyside6/vertical_bar_plot_color.py
diff --git a/pglive/kwargs.py b/pglive/kwargs.py
diff --git a/pglive/sources/__init__.py b/pglive/sources/__init__.py
diff --git a/pglive/sources/data_connector.py b/pglive/sources/data_connector.py