class BusMonitorWidget(QGroupBox):
DEFAULT_PLOT_X_RANGE = 120
BUS_LOAD_PLOT_MAX_SAMPLES = 5000
def __init__(self, parent, node, iface_name):
super(BusMonitorWidget, self).__init__(parent)
self.setTitle('CAN bus activity (%s)' % iface_name.split(os.path.sep)[-1])
self._node = node
self._hook_handle = self._node.can_driver.add_io_hook(self._frame_hook)
self._columns = [
BasicTable.Column('Dir',
lambda e: (e[0].upper()),
searchable=False),
BasicTable.Column('Local Time', TimestampRenderer(), searchable=False),
BasicTable.Column('CAN ID',
lambda e: (('%0*X' % (8 if e[1].extended else 3, e[1].id)).rjust(8),
colorize_can_id(e[1]))),
BasicTable.Column('Data Hex',
lambda e: (' '.join(['%02X' % x for x in e[1].data]).ljust(3 * e[1].MAX_DATA_LENGTH),
colorize_transfer_id(e))),
BasicTable.Column('Data ASCII',
lambda e: (''.join([(chr(x) if 32 <= x <= 126 else '.') for x in e[1].data]),
colorize_transfer_id(e))),
BasicTable.Column('Src',
lambda e: render_node_id_with_color(e[1], 'src')),
BasicTable.Column('Dst',
lambda e: render_node_id_with_color(e[1], 'dst')),
BasicTable.Column('Data Type',
lambda e: render_data_type_with_color(e[1]),
resize_mode=QHeaderView.Stretch),
]
self._log_widget = RealtimeLogWidget(self, columns=self._columns, font=get_monospace_font(),
post_redraw_hook=self._redraw_hook)
self._log_widget.on_selection_changed = self._update_measurement_display
def flip_row_mark(row, col):
if col == 0:
item = self._log_widget.table.item(row, col)
if item.icon().isNull():
item.setIcon(get_icon('circle'))
flash(self, 'Row %d was marked, click again to unmark', row, duration=3)
else:
item.setIcon(QIcon())
self._log_widget.table.cellPressed.connect(flip_row_mark)
self._stat_update_timer = QTimer(self)
self._stat_update_timer.setSingleShot(False)
self._stat_update_timer.timeout.connect(self._update_stat)
self._stat_update_timer.start(500)
self._traffic_stat = TrafficStatCounter()
self._stat_frames_tx = QLabel('N/A', self)
self._stat_frames_rx = QLabel('N/A', self)
self._stat_traffic = QLabel('N/A', self)
self._load_plot = PlotWidget(background=(0, 0, 0))
self._load_plot.setRange(xRange=(0, self.DEFAULT_PLOT_X_RANGE), padding=0)
self._load_plot.setMaximumHeight(150)
self._load_plot.setMinimumHeight(100)
self._load_plot.setMinimumWidth(100)
self._load_plot.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Minimum)
self._load_plot.showGrid(x=True, y=True, alpha=0.4)
self._load_plot.setToolTip('Frames per second')
self._load_plot.getPlotItem().getViewBox().setMouseEnabled(x=True, y=False)
self._load_plot.enableAutoRange()
self._bus_load_plot = self._load_plot.plot(name='Frames per second', pen=mkPen(QColor(Qt.lightGray), width=1))
self._bus_load_samples = [], []
self._started_at_mono = time.monotonic()
layout = QVBoxLayout(self)
layout.addWidget(self._log_widget, 1)
stat_vars_layout = QGridLayout(self)
stat_layout_next_row = 0
def add_stat_row(label, value):
nonlocal stat_layout_next_row
stat_vars_layout.addWidget(QLabel(label, self), stat_layout_next_row, 0)
stat_vars_layout.addWidget(value, stat_layout_next_row, 1)
value.setMinimumWidth(75)
stat_layout_next_row += 1
add_stat_row('Frames transmitted:', self._stat_frames_tx)
add_stat_row('Frames received:', self._stat_frames_rx)
add_stat_row('Frames per second:', self._stat_traffic)
stat_vars_layout.setRowStretch(stat_layout_next_row, 1)
stat_layout = QHBoxLayout(self)
stat_layout.addLayout(stat_vars_layout)
stat_layout.addWidget(self._load_plot, 1)
layout.addLayout(stat_layout, 0)
self.setLayout(layout)
def close(self):
self._hook_handle.remove()
def _update_stat(self):
bus_load, ts_mono = self._traffic_stat.get_frames_per_second()
self._stat_traffic.setText(str(int(bus_load + 0.5)))
if len(self._bus_load_samples[0]) >= self.BUS_LOAD_PLOT_MAX_SAMPLES:
self._bus_load_samples[0].pop(0)
self._bus_load_samples[1].pop(0)
self._bus_load_samples[1].append(bus_load)
self._bus_load_samples[0].append(ts_mono - self._started_at_mono)
self._bus_load_plot.setData(*self._bus_load_samples)
(xmin, xmax), _ = self._load_plot.viewRange()
diff = xmax - xmin
xmax = self._bus_load_samples[0][-1]
xmin = self._bus_load_samples[0][-1] - diff
self._load_plot.setRange(xRange=(xmin, xmax), padding=0)
def _redraw_hook(self):
self._stat_frames_tx.setText(str(self._traffic_stat.tx))
self._stat_frames_rx.setText(str(self._traffic_stat.rx))
def _frame_hook(self, direction, frame):
self._traffic_stat.add_frame(direction, frame)
self._log_widget.add_item_async((direction, frame))
def _update_measurement_display(self, selected_rows_cols):
if not selected_rows_cols:
return
min_row = min([row for row, _ in selected_rows_cols])
max_row = max([row for row, _ in selected_rows_cols])
def get_row_ts(row):
return TimestampRenderer.parse_timestamp(self._log_widget.table.item(row, 1).text())
def get_load_str(num_frames, dt):
if dt >= 1e-6:
return 'average load %.1f FPS' % (num_frames / dt)
return 'average load is unknown'
if min_row == max_row:
num_frames = min_row
first_ts = get_row_ts(0)
current_ts = get_row_ts(min_row)
dt = current_ts - first_ts
flash(self, '%d frames from beginning, %.3f sec since first frame, %s',
num_frames, dt, get_load_str(num_frames, dt))
else:
num_frames = max_row - min_row + 1
first_ts = get_row_ts(min_row)
last_ts = get_row_ts(max_row)
dt = last_ts - first_ts
flash(self, '%d frames, timedelta %.6f sec, %s',
num_frames, dt, get_load_str(num_frames, dt))
def __init__(self,
time_series,
topographies,
filters,
channel_names,
fs,
scores,
pos,
scores_name='Mutual info',
marks=None,
*args):
super(ScoredComponentsTable, self).__init__(*args)
# attributes
self.row_items_max_height = 125
self.time_series = time_series
self.marks = marks
self.channel_names = channel_names
self.fs = fs
# set size and names
self.columns = [
'Selection', scores_name, 'Topography',
'Time series (push to switch mode)'
]
self.setColumnCount(len(self.columns))
self.setRowCount(time_series.shape[1])
self.setHorizontalHeaderLabels(self.columns)
# columns widgets
self.checkboxes = []
self.topographies_items = []
self.plot_items = []
self.scores = []
_previous_plot_link = None
for ind in range(self.rowCount()):
# checkboxes
checkbox = QtWidgets.QCheckBox()
self.checkboxes.append(checkbox)
self.setCellWidget(ind, self.columns.index('Selection'), checkbox)
# topographies and filters
topo_filter = TopoFilterCavas(self, self.channel_names,
topographies[:, ind], filters[:,
ind],
self.row_items_max_height, pos)
self.topographies_items.append(topo_filter)
self.setCellWidget(ind, self.columns.index('Topography'),
topo_filter)
# plots
plot_widget = PlotWidget(enableMenu=False)
if _previous_plot_link is not None:
plot_widget.setXLink(_previous_plot_link)
# plot_widget.setYLink(_previous_plot_link)
_previous_plot_link = plot_widget
plot_widget.plot(y=self.time_series[:, ind])
if self.marks is not None:
plot_widget.plot(y=self.marks *
np.max(self.time_series[:, ind]),
pen=(1, 3))
plot_widget.plot(y=-self.marks *
np.max(self.time_series[:, ind]),
pen=(1, 3))
plot_widget.plot(x=np.arange(self.time_series.shape[0]) / fs)
plot_widget.setMaximumHeight(self.row_items_max_height)
plot_widget.plotItem.getViewBox().state['wheelScaleFactor'] = 0
self.plot_items.append(plot_widget)
self.setCellWidget(ind, 3, plot_widget)
# scores
score_widget = BarLabelWidget(scores[ind], max(scores),
min(scores))
self.scores.append(score_widget)
self.setCellWidget(ind, self.columns.index(scores_name),
score_widget)
# formatting
self.current_row = None
self.horizontalHeader().setStretchLastSection(True)
self.resizeColumnsToContents()
self.resizeRowsToContents()
# clickable 3 column header
self.horizontalHeader().sectionClicked.connect(
self.handle_header_click)
self.is_spectrum_mode = False
# reorder
self.order = np.argsort(scores)
self.reorder()
# checkbox signals
for checkbox in self.checkboxes:
checkbox.stateChanged.connect(self.checkboxes_state_changed)
# selection context menu
header = self.horizontalHeader()
header.setContextMenuPolicy(QtCore.Qt.CustomContextMenu)
header.customContextMenuRequested.connect(self.handle_header_menu)
# ctrl+a short cut
QtWidgets.QShortcut(
QtGui.QKeySequence(QtCore.Qt.CTRL + QtCore.Qt.Key_A),
self).activated.connect(self.ctrl_plus_a_event)
# checkbox cell clicked
self.cellClicked.connect(self.cell_was_clicked)
class CamViewer(Display):
# Emitted when the user changes the value.
roi_x_signal = Signal(str)
roi_y_signal = Signal(str)
roi_w_signal = Signal(str)
roi_h_signal = Signal(str)
def __init__(self, parent=None, args=None):
super(CamViewer, self).__init__(parent=parent, args=args)
# Set up the list of cameras, and all the PVs
test_dict = { "image": "ca://MTEST:Image", "max_width": "ca://MTEST:ImageWidth", "max_height": "ca://MTEST:ImageWidth", "roi_x": None, "roi_y": None, "roi_width": None, "roi_height": None }
# self.cameras = { "VCC": vcc_dict, "C-Iris": c_iris_dict, "Test": test_dict }
self.cameras = {"Testing IOC Image": test_dict }
self._channels = []
self.imageChannel = None
# Populate the camera combo box
self.ui.cameraComboBox.clear()
for camera in self.cameras:
self.ui.cameraComboBox.addItem(camera)
# When the camera combo box changes, disconnect from PVs, re-initialize, then reconnect.
self.ui.cameraComboBox.activated[str].connect(self.cameraChanged)
# Set up the color map combo box.
self.ui.colorMapComboBox.clear()
for key, map_name in cmap_names.items():
self.ui.colorMapComboBox.addItem(map_name, userData=key)
self.ui.imageView.colorMap = self.ui.colorMapComboBox.currentData()
self.ui.colorMapComboBox.activated[str].connect(self.colorMapChanged)
# Set up the color map limit sliders and line edits.
# self._color_map_limit_sliders_need_config = True
self.ui.colorMapMinSlider.valueChanged.connect(self.setColorMapMin)
self.ui.colorMapMaxSlider.valueChanged.connect(self.setColorMapMax)
self.ui.colorMapMinLineEdit.returnPressed.connect(self.colorMapMinLineEditChanged)
self.ui.colorMapMaxLineEdit.returnPressed.connect(self.colorMapMaxLineEditChanged)
# Set up the stuff for single-shot and average modes.
self.ui.singleShotRadioButton.setChecked(True)
self._average_mode_enabled = False
self.ui.singleShotRadioButton.clicked.connect(self.enableSingleShotMode)
self.ui.averageRadioButton.clicked.connect(self.enableAverageMode)
self.ui.numShotsLineEdit.returnPressed.connect(self.numAverageChanged)
# Add a plot for vertical lineouts
self.yLineoutPlot = PlotWidget()
self.yLineoutPlot.setMaximumWidth(80)
self.yLineoutPlot.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Expanding)
self.yLineoutPlot.getPlotItem().invertY()
self.yLineoutPlot.hideAxis('bottom')
# self.yLineoutPlot.setYLink(self.ui.imageView.getView())
self.ui.imageGridLayout.addWidget(self.yLineoutPlot, 0, 0)
self.yLineoutPlot.hide()
# We do some mangling of the .ui file here and move the imageView over a cell, kind of ugly.
self.ui.imageGridLayout.removeWidget(self.ui.imageView)
self.ui.imageGridLayout.addWidget(self.ui.imageView, 0, 1)
# Add a plot for the horizontal lineouts
self.xLineoutPlot = PlotWidget()
self.xLineoutPlot.setMaximumHeight(80)
self.xLineoutPlot.setSizePolicy(QSizePolicy.Expanding, QSizePolicy.Minimum)
self.xLineoutPlot.hideAxis('left')
# self.xLineoutPlot.setXLink(self.ui.imageView.getView())
self.ui.imageGridLayout.addWidget(self.xLineoutPlot, 1, 1)
self.xLineoutPlot.hide()
# Update the lineout plot ranges when the image gets panned or zoomed
self.ui.imageView.getView().sigRangeChanged.connect(self.updateLineoutRange)
# Instantiate markers.
self.marker_dict = {1:{}, 2:{}, 3:{}, 4:{}}
marker_size = QPointF(20., 20.)
self.marker_dict[1]['marker'] = ImageMarker((0, 0), size=marker_size, pen=mkPen((100, 100, 255), width=5))
self.marker_dict[1]['button'] = self.ui.marker1Button
self.marker_dict[1]['xlineedit'] = self.ui.marker1XPosLineEdit
self.marker_dict[1]['ylineedit'] = self.ui.marker1YPosLineEdit
self.marker_dict[2]['marker'] = ImageMarker((0, 0), size=marker_size, pen=mkPen((255, 100, 100), width=5))
self.marker_dict[2]['button'] = self.ui.marker2Button
self.marker_dict[2]['xlineedit'] = self.ui.marker2XPosLineEdit
self.marker_dict[2]['ylineedit'] = self.ui.marker2YPosLineEdit
self.marker_dict[3]['marker'] = ImageMarker((0, 0), size=marker_size, pen=mkPen((60, 255, 60), width=5))
self.marker_dict[3]['button'] = self.ui.marker3Button
self.marker_dict[3]['xlineedit'] = self.ui.marker3XPosLineEdit
self.marker_dict[3]['ylineedit'] = self.ui.marker3YPosLineEdit
self.marker_dict[4]['marker'] = ImageMarker((0, 0), size=marker_size, pen=mkPen((255, 60, 255), width=5))
self.marker_dict[4]['button'] = self.ui.marker4Button
self.marker_dict[4]['xlineedit'] = self.ui.marker4XPosLineEdit
self.marker_dict[4]['ylineedit'] = self.ui.marker4YPosLineEdit
# Disable auto-ranging the image (it feels strange when the zoom changes as you move markers around.)
self.ui.imageView.getView().disableAutoRange()
for d in self.marker_dict:
marker = self.marker_dict[d]['marker']
marker.setZValue(20)
marker.hide()
marker.sigRegionChanged.connect(self.markerMoved)
self.ui.imageView.getView().addItem(marker)
self.marker_dict[d]['button'].toggled.connect(self.enableMarker)
curvepen = QPen(marker.pen)
curvepen.setWidth(1)
self.marker_dict[d]['xcurve'] = self.xLineoutPlot.plot(pen=curvepen)
self.marker_dict[d]['ycurve'] = self.yLineoutPlot.plot(pen=curvepen)
self.marker_dict[d]['xlineedit'].returnPressed.connect(self.markerPositionLineEditChanged)
self.marker_dict[d]['ylineedit'].returnPressed.connect(self.markerPositionLineEditChanged)
# Set up zoom buttons
self.ui.zoomInButton.clicked.connect(self.zoomIn)
self.ui.zoomOutButton.clicked.connect(self.zoomOut)
self.ui.zoomToActualSizeButton.clicked.connect(self.zoomToActualSize)
# Set up ROI buttons
self.ui.setROIButton.clicked.connect(self.setROI)
self.ui.resetROIButton.clicked.connect(self.resetROI)
self.destroyed.connect(functools.partial(widget_destroyed, self.channels))
@Slot()
def zoomIn(self):
self.ui.imageView.getView().scaleBy((0.5, 0.5))
@Slot()
def zoomOut(self):
self.ui.imageView.getView().scaleBy((2.0, 2.0))
@Slot()
def zoomToActualSize(self):
if len(self.image_data) == 0:
return
self.ui.imageView.getView().setRange(xRange=(0, self.image_data.shape[0]), yRange=(0, self.image_data.shape[1]), padding=0.0)
def disable_all_markers(self):
for d in self.marker_dict:
self.marker_dict[d]['button'].setChecked(False)
self.marker_dict[d]['marker'].setPos((0, 0))
@Slot(bool)
def enableMarker(self, checked):
any_markers_visible = False
for d in self.marker_dict:
marker = self.marker_dict[d]['marker']
button = self.marker_dict[d]['button']
any_markers_visible = any_markers_visible or button.isChecked()
marker.setVisible(button.isChecked())
self.markerMoved(d)
self.marker_dict[d]['xcurve'].setVisible(button.isChecked())
self.marker_dict[d]['ycurve'].setVisible(button.isChecked())
self.marker_dict[d]['xlineedit'].setEnabled(button.isChecked())
self.marker_dict[d]['ylineedit'].setEnabled(button.isChecked())
if any_markers_visible:
self.xLineoutPlot.show()
self.yLineoutPlot.show()
else:
self.xLineoutPlot.hide()
self.yLineoutPlot.hide()
@Slot()
def markerPositionLineEditChanged(self):
for d in self.marker_dict:
marker = self.marker_dict[d]['marker']
x_line_edit = self.marker_dict[d]['xlineedit']
y_line_edit = self.marker_dict[d]['ylineedit']
try:
new_x = int(x_line_edit.text())
new_y = int(y_line_edit.text())
if new_x <= marker.maxBounds.width() and new_y <= marker.maxBounds.height():
marker.setPos((new_x, new_y))
except:
pass
coords = marker.getPixelCoords()
x_line_edit.setText(str(coords[0]))
y_line_edit.setText(str(coords[1]))
@Slot(object)
def markerMoved(self, marker):
self.updateLineouts()
for marker_index in self.marker_dict:
marker = self.marker_dict[marker_index]['marker']
x_line_edit = self.marker_dict[marker_index]['xlineedit']
y_line_edit = self.marker_dict[marker_index]['ylineedit']
coords = marker.getPixelCoords()
x_line_edit.setText(str(coords[0]))
y_line_edit.setText(str(coords[1]))
@Slot(object, object)
def updateLineoutRange(self, view, new_ranges):
self.ui.xLineoutPlot.setRange(xRange=new_ranges[0], padding=0.0)
self.ui.yLineoutPlot.setRange(yRange=new_ranges[1], padding=0.0)
def updateLineouts(self):
for marker_index in self.marker_dict:
marker = self.marker_dict[marker_index]['marker']
xcurve = self.marker_dict[marker_index]['xcurve']
ycurve = self.marker_dict[marker_index]['ycurve']
if marker.isVisible():
result, coords = marker.getArrayRegion(self.image_data, self.ui.imageView.getImageItem())
xcurve.setData(y=result[0], x=np.arange(len(result[0])))
ycurve.setData(y=np.arange(len(result[1])), x=result[1])
@Slot()
def enableSingleShotMode(self):
self._average_mode_enabled = False
self._average_buffer = np.ndarray(0)
@Slot()
def enableAverageMode(self):
self._average_mode_enabled = True
@Slot(str)
def cameraChanged(self, new_camera):
new_camera = str(new_camera)
if self.imageChannel == self.cameras[new_camera]["image"]:
return
close_widget_connections(self)
self.disable_all_markers()
self.initializeCamera(new_camera)
def initializeCamera(self, new_camera):
new_camera = str(new_camera)
self._color_map_limit_sliders_need_config = True
self.times = np.zeros(10)
self.old_timestamp = 0
self.image_width = 0 # current width (width of ROI)
self.image_max_width = 0 # full width. Only used to reset ROI to full.
self.image_max_height = 0 # full height. Only used to reset ROI to full.
self.image_data = np.zeros(0)
self._average_counter = 0
self._average_buffer = np.ndarray(0)
self._needs_auto_range = True
self.imageChannel = self.cameras[new_camera]["image"]
self.widthChannel = self.cameras[new_camera]["roi_width"] or self.cameras[new_camera]["max_width"]
self.maxWidthChannel = self.cameras[new_camera]["max_width"]
self.maxHeightChannel = self.cameras[new_camera]["max_height"]
self.roiXChannel = self.cameras[new_camera]["roi_x"]
self.roiYChannel = self.cameras[new_camera]["roi_y"]
self.roiWidthChannel = self.cameras[new_camera]["roi_width"]
self.roiHeightChannel = self.cameras[new_camera]["roi_height"]
self._channels = [PyDMChannel(address=self.imageChannel, connection_slot=self.connectionStateChanged, value_slot=self.receiveImageWaveform, severity_slot=self.alarmSeverityChanged),
PyDMChannel(address=self.widthChannel, value_slot=self.receiveImageWidth),
PyDMChannel(address=self.maxWidthChannel, value_slot=self.receiveMaxWidth),
PyDMChannel(address=self.maxHeightChannel, value_slot=self.receiveMaxHeight)]
if self.roiXChannel and self.roiYChannel and self.roiWidthChannel and self.roiHeightChannel:
self._channels.extend([PyDMChannel(address=self.roiXChannel, value_slot=self.receiveRoiX, value_signal=self.roi_x_signal, write_access_slot=self.roiWriteAccessChanged),
PyDMChannel(address=self.roiYChannel, value_slot=self.receiveRoiY, value_signal=self.roi_y_signal),
PyDMChannel(address=self.roiWidthChannel, value_slot=self.receiveRoiWidth, value_signal=self.roi_w_signal),
PyDMChannel(address=self.roiHeightChannel, value_slot=self.receiveRoiHeight, value_signal=self.roi_h_signal)])
self.ui.roiXLineEdit.setEnabled(True)
self.ui.roiYLineEdit.setEnabled(True)
self.ui.roiWLineEdit.setEnabled(True)
self.ui.roiHLineEdit.setEnabled(True)
else:
self.ui.roiXLineEdit.clear()
self.ui.roiXLineEdit.setEnabled(False)
self.ui.roiYLineEdit.clear()
self.ui.roiYLineEdit.setEnabled(False)
self.ui.roiWLineEdit.clear()
self.ui.roiWLineEdit.setEnabled(False)
self.ui.roiHLineEdit.clear()
self.ui.roiHLineEdit.setEnabled(False)
establish_widget_connections(self)
@Slot()
def setROI(self):
self.roi_x_signal.emit(self.ui.roiXLineEdit.text())
self.roi_y_signal.emit(self.ui.roiYLineEdit.text())
self.roi_w_signal.emit(self.ui.roiWLineEdit.text())
self.roi_h_signal.emit(self.ui.roiHLineEdit.text())
@Slot()
def resetROI(self):
self.roi_x_signal.emit(str(0))
self.roi_y_signal.emit(str(0))
self.roi_w_signal.emit(str(self.image_max_width))
self.roi_h_signal.emit(str(self.image_max_height))
@Slot(str)
def colorMapChanged(self, _):
self.ui.imageView.colorMap = self.ui.colorMapComboBox.currentData()
def configureColorMapLimitSliders(self, max_int):
self.ui.colorMapMinSlider.setMaximum(max_int)
self.ui.colorMapMaxSlider.setMaximum(max_int)
self.ui.colorMapMaxSlider.setValue(max_int)
self.ui.colorMapMinSlider.setValue(0)
self.setColorMapMin(0)
self.setColorMapMax(max_int)
self._color_map_limit_sliders_need_config = False
@Slot()
def colorMapMinLineEditChanged(self):
try:
new_min = int(self.ui.colorMapMinLineEdit.text())
except:
self.ui.colorMapMinLineEdit.setText(str(self.ui.colorMapMinSlider.value()))
return
if new_min < 0:
new_min = 0
if new_min > self.ui.colorMapMinSlider.maximum():
new_min = self.ui.colorMapMinSlider.maximum()
self.ui.colorMapMinSlider.setValue(new_min)
@Slot(int)
def setColorMapMin(self, new_min):
if new_min > self.ui.colorMapMaxSlider.value():
self.ui.colorMapMaxSlider.setValue(new_min)
self.ui.colorMapMaxLineEdit.setText(str(new_min))
self.ui.colorMapMinLineEdit.setText(str(new_min))
self.ui.imageView.setColorMapLimits(new_min, self.ui.colorMapMaxSlider.value())
@Slot()
def colorMapMaxLineEditChanged(self):
try:
new_max = int(self.ui.colorMapMaxLineEdit.text())
except:
self.ui.colorMapMaxLineEdit.setText(str(self.ui.colorMapMaxSlider.value()))
return
if new_max < 0:
new_max = 0
if new_max > self.ui.colorMapMaxSlider.maximum():
new_max = self.ui.colorMapMaxSlider.maximum()
self.ui.colorMapMaxSlider.setValue(new_max)
@Slot(int)
def setColorMapMax(self, new_max):
if new_max < self.ui.colorMapMinSlider.value():
self.ui.colorMapMinSlider.setValue(new_max)
self.ui.colorMapMinLineEdit.setText(str(new_max))
self.ui.colorMapMaxLineEdit.setText(str(new_max))
self.ui.imageView.setColorMapLimits(self.ui.colorMapMinSlider.value(), new_max)
def createAverageBuffer(self, size, type, initial_val=[]):
num_shots = 1
try:
num_shots = int(self.ui.numShotsLineEdit.text())
except:
self.ui.numShotsLineEdit.setText(str(num_shots))
if num_shots < 1:
num_shots = 1
self.ui.numShotsLineEdit.setText(str(num_shots))
if num_shots > 200:
num_shots = 200
self.ui.numShotsLineEdit.setText(str(num_shots))
if len(initial_val) > 0:
return np.full((num_shots, size), initial_val, dtype=type)
else:
return np.zeros(shape=(num_shots, size), dtype=type)
@Slot()
def numAverageChanged(self):
self._average_buffer = np.zeros(0)
@Slot(np.ndarray)
def receiveImageWaveform(self, new_waveform):
if not self.image_width:
return
# Calculate the average rate
new_timestamp = time.time()
if not (self.old_timestamp == 0):
delta = new_timestamp - self.old_timestamp
self.times = np.roll(self.times, 1)
self.times[0] = delta
avg_delta = np.mean(self.times)
self.ui.dataRateLabel.setText("{:.1f} Hz".format((1.0 / avg_delta)))
self.ui.displayRateLabel.setText("{:.1f} Hz".format((1.0 / avg_delta)))
self.old_timestamp = new_timestamp
# If this is the first image, set up the color map slider limits
if self._color_map_limit_sliders_need_config:
max_int = np.iinfo(new_waveform.dtype).max
self.configureColorMapLimitSliders(max_int)
# If we are in average mode, add this image to the circular averaging buffer, otherwise just display it.
if self._average_mode_enabled:
if len(self._average_buffer) == 0:
self._average_buffer = self.createAverageBuffer(len(new_waveform), new_waveform.dtype, new_waveform)
self._average_counter = 0
self._average_counter = (self._average_counter + 1) % len(self._average_buffer)
# self._average_buffer = np.roll(self._average_buffer, 1, axis=0)
self._average_buffer[self._average_counter] = new_waveform
mean = np.mean(self._average_buffer, axis=0).astype(new_waveform.dtype)
self.image_data = mean.reshape((int(self.image_width), -1), order='F')
else:
self.image_data = new_waveform.reshape((int(self.image_width), -1), order='F')
self.setMarkerBounds()
self.updateLineouts()
self.ui.imageView.image_value_changed(self.image_data)
self.calculateStats()
if self._needs_auto_range:
self.ui.imageView.getView().autoRange(padding=0.0)
current_range = self.ui.imageView.getView().viewRange()
self._needs_auto_range = False
def calculateStats(self):
# Full image stats
mean = np.mean(self.image_data)
std = np.std(self.image_data)
width = self.image_data.shape[0]
height = self.image_data.shape[1]
min_val = np.min(self.image_data)
max_val = np.max(self.image_data)
self.ui.imageStatsLabel.setText("Mean: {0:.2f}, Std: {1:.2f}, Min: {2}, Max: {3}, Width: {4}, Height: {5}".format(mean, std, min_val, max_val, width, height))
# Current view stats
current_range = self.ui.imageView.getView().viewRange()
view_x_min = int(max(0, current_range[0][0]))
view_x_max = int(min(self.image_data.shape[0], current_range[0][1]))
view_y_min = int(max(0, current_range[1][0]))
view_y_max = int(min(self.image_data.shape[1], current_range[1][1]))
view_slice = self.image_data[view_x_min:view_x_max, view_y_min:view_y_max]
mean = np.mean(view_slice)
std = np.std(view_slice)
width = view_slice.shape[0]
height = view_slice.shape[1]
min_val = np.min(view_slice)
max_val = np.max(view_slice)
self.ui.viewStatsLabel.setText("Mean: {0:.2f}, Std: {1:.2f}, Min: {2}, Max: {3}, Width: {4}, Height: {5}".format(mean, std, min_val, max_val, width, height))
def setMarkerBounds(self):
for marker_index in self.marker_dict:
marker = self.marker_dict[marker_index]['marker']
marker.maxBounds = QRectF(0, 0, self.image_data.shape[0] + marker.size()[0] - 1, self.image_data.shape[1] + marker.size()[1] - 1)
@Slot(int)
def receiveImageWidth(self, new_width):
self.image_width = new_width
self.ui.imageView.image_width_changed(self.image_width)
@Slot(int)
def receiveMaxWidth(self, new_max_width):
self.image_max_width = new_max_width
@Slot(int)
def receiveMaxHeight(self, new_max_height):
self.image_max_height = new_max_height
@Slot(int)
def receiveRoiX(self, new_roi_x):
self.ui.roiXLineEdit.setText(str(new_roi_x))
@Slot(int)
def receiveRoiY(self, new_roi_y):
self.ui.roiYLineEdit.setText(str(new_roi_y))
@Slot(int)
def receiveRoiWidth(self, new_roi_w):
self.ui.roiWLineEdit.setText(str(new_roi_w))
@Slot(int)
def receiveRoiHeight(self, new_roi_h):
self.ui.roiHLineEdit.setText(str(new_roi_h))
# -2 to +2, -2 is LOLO, -1 is LOW, 0 is OK, etc.
@Slot(int)
def alarmStatusChanged(self, new_alarm_state):
pass
# 0 = NO_ALARM, 1 = MINOR, 2 = MAJOR, 3 = INVALID
@Slot(int)
def alarmSeverityChanged(self, new_alarm_severity):
pass
@Slot(bool)
def roiWriteAccessChanged(self, can_write_roi):
self.ui.setROIButton.setEnabled(can_write_roi)
self.ui.resetROIButton.setEnabled(can_write_roi)
self.ui.roiXLineEdit.setReadOnly(not can_write_roi)
self.ui.roiYLineEdit.setReadOnly(not can_write_roi)
self.ui.roiWLineEdit.setReadOnly(not can_write_roi)
self.ui.roiHLineEdit.setReadOnly(not can_write_roi)
# false = disconnected, true = connected
@Slot(bool)
def connectionStateChanged(self, connected):
if connected:
self.ui.imageView.redraw_timer.start()
else:
self.ui.imageView.redraw_timer.stop()
self.ui.connectedLabel.setText({True: "Yes", False: "No"}[connected])
def ui_filename(self):
return 'camviewer.ui'
def channels(self):
return self._channels
class CamViewer(Display):
#Emitted when the user changes the value.
roi_x_signal = pyqtSignal(str)
roi_y_signal = pyqtSignal(str)
roi_w_signal = pyqtSignal(str)
roi_h_signal = pyqtSignal(str)
def __init__(self, display_manager_window):
super(CamViewer, self).__init__(display_manager_window)
#Set up the list of cameras, and all the PVs
vcc_dict = {
"image": "ca://CAMR:IN20:186:IMAGE",
"max_width": "ca://CAMR:IN20:186:N_OF_COL",
"max_height": "ca://CAMR:IN20:186:N_OF_ROW",
"roi_x": None,
"roi_y": None,
"roi_width": None,
"roi_height": None
}
c_iris_dict = {
"image": "ca://CAMR:LR20:119:Image:ArrayData",
"max_width": "ca://CAMR:LR20:119:MaxSizeX_RBV",
"max_height": "ca://CAMR:LR20:119:MaxSizeY_RBV",
"roi_x": "ca://CAMR:LR20:119:MinX",
"roi_y": "ca://CAMR:LR20:119:MinY",
"roi_width": "ca://CAMR:LR20:119:SizeX",
"roi_height": "ca://CAMR:LR20:119:SizeY"
}
test_dict = {
"image": "ca://MTEST:Image",
"max_width": "ca://MTEST:ImageWidth",
"max_height": "ca://MTEST:ImageWidth",
"roi_x": None,
"roi_y": None,
"roi_width": None,
"roi_height": None
}
self.cameras = {
"VCC": vcc_dict,
"C-Iris": c_iris_dict,
"Test": test_dict
}
self._channels = []
#Populate the camera combo box
self.ui.cameraComboBox.clear()
for camera in self.cameras:
self.ui.cameraComboBox.addItem(camera)
#Clear out any image data, reset width, get PVs ready for connection
self.initializeCamera(self.ui.cameraComboBox.currentText())
#When the camera combo box changes, disconnect from PVs, re-initialize, then reconnect.
self.ui.cameraComboBox.activated[str].connect(self.cameraChanged)
#Set up the color map combo box.
self.ui.colorMapComboBox.clear()
for map_name in self.ui.imageView.color_maps:
self.ui.colorMapComboBox.addItem(map_name)
self.ui.imageView.setColorMapToPreset(
self.ui.colorMapComboBox.currentText())
self.ui.colorMapComboBox.activated[str].connect(self.colorMapChanged)
#Set up the color map limit sliders and line edits.
#self._color_map_limit_sliders_need_config = True
self.ui.colorMapMinSlider.valueChanged.connect(self.setColorMapMin)
self.ui.colorMapMaxSlider.valueChanged.connect(self.setColorMapMax)
self.ui.colorMapMinLineEdit.returnPressed.connect(
self.colorMapMinLineEditChanged)
self.ui.colorMapMaxLineEdit.returnPressed.connect(
self.colorMapMaxLineEditChanged)
#Set up the stuff for single-shot and average modes.
self.ui.singleShotRadioButton.setChecked(True)
self._average_mode_enabled = False
self.ui.singleShotRadioButton.clicked.connect(
self.enableSingleShotMode)
self.ui.averageRadioButton.clicked.connect(self.enableAverageMode)
self.ui.numShotsLineEdit.returnPressed.connect(self.numAverageChanged)
#Add a plot for vertical lineouts
self.yLineoutPlot = PlotWidget()
self.yLineoutPlot.setMaximumWidth(80)
self.yLineoutPlot.setSizePolicy(QSizePolicy.Minimum,
QSizePolicy.Expanding)
self.yLineoutPlot.getPlotItem().invertY()
self.yLineoutPlot.hideAxis('bottom')
#self.yLineoutPlot.setYLink(self.ui.imageView.getView())
self.ui.imageGridLayout.addWidget(self.yLineoutPlot, 0, 0)
self.yLineoutPlot.hide()
#We do some mangling of the .ui file here and move the imageView over a cell, kind of ugly.
self.ui.imageGridLayout.removeWidget(self.ui.imageView)
self.ui.imageGridLayout.addWidget(self.ui.imageView, 0, 1)
#Add a plot for the horizontal lineouts
self.xLineoutPlot = PlotWidget()
self.xLineoutPlot.setMaximumHeight(80)
self.xLineoutPlot.setSizePolicy(QSizePolicy.Expanding,
QSizePolicy.Minimum)
self.xLineoutPlot.hideAxis('left')
#self.xLineoutPlot.setXLink(self.ui.imageView.getView())
self.ui.imageGridLayout.addWidget(self.xLineoutPlot, 1, 1)
self.xLineoutPlot.hide()
#Update the lineout plot ranges when the image gets panned or zoomed
self.ui.imageView.getView().sigRangeChanged.connect(
self.updateLineoutRange)
#Instantiate markers.
self.marker_dict = {1: {}, 2: {}, 3: {}, 4: {}}
marker_size = QPointF(20., 20.)
self.marker_dict[1]['marker'] = ImageMarker((0, 0),
size=marker_size,
pen=mkPen((100, 100, 255),
width=3))
self.marker_dict[1]['button'] = self.ui.marker1Button
self.marker_dict[1]['xlineedit'] = self.ui.marker1XPosLineEdit
self.marker_dict[1]['ylineedit'] = self.ui.marker1YPosLineEdit
self.marker_dict[2]['marker'] = ImageMarker((0, 0),
size=marker_size,
pen=mkPen((255, 100, 100),
width=3))
self.marker_dict[2]['button'] = self.ui.marker2Button
self.marker_dict[2]['xlineedit'] = self.ui.marker2XPosLineEdit
self.marker_dict[2]['ylineedit'] = self.ui.marker2YPosLineEdit
self.marker_dict[3]['marker'] = ImageMarker((0, 0),
size=marker_size,
pen=mkPen((60, 255, 60),
width=3))
self.marker_dict[3]['button'] = self.ui.marker3Button
self.marker_dict[3]['xlineedit'] = self.ui.marker3XPosLineEdit
self.marker_dict[3]['ylineedit'] = self.ui.marker3YPosLineEdit
self.marker_dict[4]['marker'] = ImageMarker((0, 0),
size=marker_size,
pen=mkPen((255, 60, 255),
width=3))
self.marker_dict[4]['button'] = self.ui.marker4Button
self.marker_dict[4]['xlineedit'] = self.ui.marker4XPosLineEdit
self.marker_dict[4]['ylineedit'] = self.ui.marker4YPosLineEdit
#Disable auto-ranging the image (it feels strange when the zoom changes as you move markers around.)
self.ui.imageView.getView().disableAutoRange()
for d in self.marker_dict:
marker = self.marker_dict[d]['marker']
marker.setZValue(20)
marker.hide()
marker.sigRegionChanged.connect(self.markerMoved)
self.ui.imageView.getView().addItem(marker)
self.marker_dict[d]['button'].toggled.connect(self.enableMarker)
curvepen = QPen(marker.pen)
curvepen.setWidth(1)
self.marker_dict[d]['xcurve'] = self.xLineoutPlot.plot(
pen=curvepen)
self.marker_dict[d]['ycurve'] = self.yLineoutPlot.plot(
pen=curvepen)
self.marker_dict[d]['xlineedit'].returnPressed.connect(
self.markerPositionLineEditChanged)
self.marker_dict[d]['ylineedit'].returnPressed.connect(
self.markerPositionLineEditChanged)
#Set up zoom buttons
self.ui.zoomInButton.clicked.connect(self.zoomIn)
self.ui.zoomOutButton.clicked.connect(self.zoomOut)
self.ui.zoomToActualSizeButton.clicked.connect(self.zoomToActualSize)
#Set up ROI buttons
self.ui.setROIButton.clicked.connect(self.setROI)
self.ui.resetROIButton.clicked.connect(self.resetROI)
@pyqtSlot()
def zoomIn(self):
self.ui.imageView.getView().scaleBy((0.5, 0.5))
@pyqtSlot()
def zoomOut(self):
self.ui.imageView.getView().scaleBy((2.0, 2.0))
@pyqtSlot()
def zoomToActualSize(self):
if len(self.image_data) == 0:
return
self.ui.imageView.getView().setRange(xRange=(0,
self.image_data.shape[0]),
yRange=(0,
self.image_data.shape[1]),
padding=0.0)
def disable_all_markers(self):
for d in self.marker_dict:
self.marker_dict[d]['button'].setChecked(False)
self.marker_dict[d]['marker'].setPos((0, 0))
@pyqtSlot(bool)
def enableMarker(self, checked):
any_markers_visible = False
for d in self.marker_dict:
marker = self.marker_dict[d]['marker']
button = self.marker_dict[d]['button']
any_markers_visible = any_markers_visible or button.isChecked()
marker.setVisible(button.isChecked())
self.markerMoved(d)
self.marker_dict[d]['xcurve'].setVisible(button.isChecked())
self.marker_dict[d]['ycurve'].setVisible(button.isChecked())
self.marker_dict[d]['xlineedit'].setEnabled(button.isChecked())
self.marker_dict[d]['ylineedit'].setEnabled(button.isChecked())
if any_markers_visible:
self.xLineoutPlot.show()
self.yLineoutPlot.show()
else:
self.xLineoutPlot.hide()
self.yLineoutPlot.hide()
@pyqtSlot()
def markerPositionLineEditChanged(self):
for d in self.marker_dict:
marker = self.marker_dict[d]['marker']
x_line_edit = self.marker_dict[d]['xlineedit']
y_line_edit = self.marker_dict[d]['ylineedit']
try:
new_x = int(x_line_edit.text())
new_y = int(y_line_edit.text())
if new_x <= marker.maxBounds.width(
) and new_y <= marker.maxBounds.height():
marker.setPos((new_x, new_y))
return
except:
pass
coords = marker.getPixelCoords()
x_line_edit.setText(str(coords[0]))
y_line_edit.setText(str(coords[1]))
@pyqtSlot(object)
def markerMoved(self, marker):
self.updateLineouts()
for marker_index in self.marker_dict:
marker = self.marker_dict[marker_index]['marker']
x_line_edit = self.marker_dict[marker_index]['xlineedit']
y_line_edit = self.marker_dict[marker_index]['ylineedit']
coords = marker.getPixelCoords()
x_line_edit.setText(str(coords[0]))
y_line_edit.setText(str(coords[1]))
@pyqtSlot(object, object)
def updateLineoutRange(self, view, new_ranges):
self.ui.xLineoutPlot.setRange(xRange=new_ranges[0], padding=0.0)
self.ui.yLineoutPlot.setRange(yRange=new_ranges[1], padding=0.0)
def updateLineouts(self):
for marker_index in self.marker_dict:
marker = self.marker_dict[marker_index]['marker']
xcurve = self.marker_dict[marker_index]['xcurve']
ycurve = self.marker_dict[marker_index]['ycurve']
if marker.isVisible():
result, coords = marker.getArrayRegion(
self.image_data, self.ui.imageView.getImageItem())
xcurve.setData(y=result[0], x=np.arange(len(result[0])))
ycurve.setData(y=np.arange(len(result[1])), x=result[1])
@pyqtSlot()
def enableSingleShotMode(self):
self._average_mode_enabled = False
self._average_buffer = np.ndarray(0)
@pyqtSlot()
def enableAverageMode(self):
self._average_mode_enabled = True
@pyqtSlot(str)
def cameraChanged(self, new_camera):
new_camera = str(new_camera)
if self.imageChannel == self.cameras[new_camera]["image"]:
return
self.display_manager_window.close_widget_connections(self)
self.disable_all_markers()
self.initializeCamera(new_camera)
self.display_manager_window.establish_widget_connections(self)
def initializeCamera(self, new_camera):
new_camera = str(new_camera)
self._color_map_limit_sliders_need_config = True
self.times = np.zeros(10)
self.old_timestamp = 0
self.image_width = 0 #current width (width of ROI)
self.image_max_width = 0 #full width. Only used to reset ROI to full.
self.image_max_height = 0 #full height. Only used to reset ROI to full.
self.image_data = np.zeros(0)
self._average_counter = 0
self._average_buffer = np.ndarray(0)
self._needs_auto_range = True
self.imageChannel = self.cameras[new_camera]["image"]
self.widthChannel = self.cameras[new_camera][
"roi_width"] or self.cameras[new_camera]["max_width"]
self.maxWidthChannel = self.cameras[new_camera]["max_width"]
self.maxHeightChannel = self.cameras[new_camera]["max_height"]
self.roiXChannel = self.cameras[new_camera]["roi_x"]
self.roiYChannel = self.cameras[new_camera]["roi_y"]
self.roiWidthChannel = self.cameras[new_camera]["roi_width"]
self.roiHeightChannel = self.cameras[new_camera]["roi_height"]
self._channels = [
PyDMChannel(address=self.imageChannel,
connection_slot=self.connectionStateChanged,
waveform_slot=self.receiveImageWaveform,
severity_slot=self.alarmSeverityChanged),
PyDMChannel(address=self.widthChannel,
value_slot=self.receiveImageWidth),
PyDMChannel(address=self.maxWidthChannel,
value_slot=self.receiveMaxWidth),
PyDMChannel(address=self.maxHeightChannel,
value_slot=self.receiveMaxHeight)
]
if self.roiXChannel and self.roiYChannel and self.roiWidthChannel and self.roiHeightChannel:
self._channels.extend([
PyDMChannel(address=self.roiXChannel,
value_slot=self.receiveRoiX,
value_signal=self.roi_x_signal,
write_access_slot=self.roiWriteAccessChanged),
PyDMChannel(address=self.roiYChannel,
value_slot=self.receiveRoiY,
value_signal=self.roi_y_signal),
PyDMChannel(address=self.roiWidthChannel,
value_slot=self.receiveRoiWidth,
value_signal=self.roi_w_signal),
PyDMChannel(address=self.roiHeightChannel,
value_slot=self.receiveRoiHeight,
value_signal=self.roi_h_signal)
])
self.ui.roiXLineEdit.setEnabled(True)
self.ui.roiYLineEdit.setEnabled(True)
self.ui.roiWLineEdit.setEnabled(True)
self.ui.roiHLineEdit.setEnabled(True)
else:
self.ui.roiXLineEdit.clear()
self.ui.roiXLineEdit.setEnabled(False)
self.ui.roiYLineEdit.clear()
self.ui.roiYLineEdit.setEnabled(False)
self.ui.roiWLineEdit.clear()
self.ui.roiWLineEdit.setEnabled(False)
self.ui.roiHLineEdit.clear()
self.ui.roiHLineEdit.setEnabled(False)
@pyqtSlot()
def setROI(self):
self.roi_x_signal.emit(self.ui.roiXLineEdit.text())
self.roi_y_signal.emit(self.ui.roiYLineEdit.text())
self.roi_w_signal.emit(self.ui.roiWLineEdit.text())
self.roi_h_signal.emit(self.ui.roiHLineEdit.text())
@pyqtSlot()
def resetROI(self):
self.roi_x_signal.emit(str(0))
self.roi_y_signal.emit(str(0))
self.roi_w_signal.emit(str(self.image_max_width))
self.roi_h_signal.emit(str(self.image_max_height))
@pyqtSlot(str)
def colorMapChanged(self, new_map_name):
self.ui.imageView.setColorMapToPreset(new_map_name)
def configureColorMapLimitSliders(self, max_int):
self.ui.colorMapMinSlider.setMaximum(max_int)
self.ui.colorMapMaxSlider.setMaximum(max_int)
self.ui.colorMapMaxSlider.setValue(max_int)
self.ui.colorMapMinSlider.setValue(0)
self.setColorMapMin(0)
self.setColorMapMax(max_int)
self._color_map_limit_sliders_need_config = False
@pyqtSlot()
def colorMapMinLineEditChanged(self):
try:
new_min = int(self.ui.colorMapMinLineEdit.text())
except:
self.ui.colorMapMinLineEdit.setText(
str(self.ui.colorMapMinSlider.value()))
return
if new_min < 0:
new_min = 0
if new_min > self.ui.colorMapMinSlider.maximum():
new_min = self.ui.colorMapMinSlider.maximum()
self.ui.colorMapMinSlider.setValue(new_min)
@pyqtSlot(int)
def setColorMapMin(self, new_min):
if new_min > self.ui.colorMapMaxSlider.value():
self.ui.colorMapMaxSlider.setValue(new_min)
self.ui.colorMapMaxLineEdit.setText(str(new_min))
self.ui.colorMapMinLineEdit.setText(str(new_min))
self.ui.imageView.setColorMapLimits(new_min,
self.ui.colorMapMaxSlider.value())
@pyqtSlot()
def colorMapMaxLineEditChanged(self):
try:
new_max = int(self.ui.colorMapMaxLineEdit.text())
except:
self.ui.colorMapMaxLineEdit.setText(
str(self.ui.colorMapMaxSlider.value()))
return
if new_max < 0:
new_max = 0
if new_max > self.ui.colorMapMaxSlider.maximum():
new_max = self.ui.colorMapMaxSlider.maximum()
self.ui.colorMapMaxSlider.setValue(new_max)
@pyqtSlot(int)
def setColorMapMax(self, new_max):
if new_max < self.ui.colorMapMinSlider.value():
self.ui.colorMapMinSlider.setValue(new_max)
self.ui.colorMapMinLineEdit.setText(str(new_max))
self.ui.colorMapMaxLineEdit.setText(str(new_max))
self.ui.imageView.setColorMapLimits(self.ui.colorMapMinSlider.value(),
new_max)
def createAverageBuffer(self, size, type, initial_val=[]):
num_shots = 1
try:
num_shots = int(self.ui.numShotsLineEdit.text())
except:
self.ui.numShotsLineEdit.setText(str(num_shots))
if num_shots < 1:
num_shots = 1
self.ui.numShotsLineEdit.setText(str(num_shots))
if num_shots > 200:
num_shots = 200
self.ui.numShotsLineEdit.setText(str(num_shots))
if len(initial_val) > 0:
return np.full((num_shots, size), initial_val, dtype=type)
else:
return np.zeros(shape=(num_shots, size), dtype=type)
@pyqtSlot()
def numAverageChanged(self):
self._average_buffer = np.zeros(0)
@pyqtSlot(np.ndarray)
def receiveImageWaveform(self, new_waveform):
if not self.image_width:
return
#Calculate the average rate
new_timestamp = time.time()
if not (self.old_timestamp == 0):
delta = new_timestamp - self.old_timestamp
self.times = np.roll(self.times, 1)
self.times[0] = delta
avg_delta = np.mean(self.times)
self.ui.dataRateLabel.setText("{:.1f} Hz".format(
(1.0 / avg_delta)))
self.ui.displayRateLabel.setText("{:.1f} Hz".format(
(1.0 / avg_delta)))
self.old_timestamp = new_timestamp
#If this is the first image, set up the color map slider limits
if self._color_map_limit_sliders_need_config:
max_int = np.iinfo(new_waveform.dtype).max
self.configureColorMapLimitSliders(max_int)
#If we are in average mode, add this image to the circular averaging buffer, otherwise just display it.
if self._average_mode_enabled:
if len(self._average_buffer) == 0:
self._average_buffer = self.createAverageBuffer(
len(new_waveform), new_waveform.dtype, new_waveform)
self._average_counter = 0
self._average_counter = (self._average_counter + 1) % len(
self._average_buffer)
#self._average_buffer = np.roll(self._average_buffer, 1, axis=0)
self._average_buffer[self._average_counter] = new_waveform
mean = np.mean(self._average_buffer,
axis=0).astype(new_waveform.dtype)
self.image_data = mean.reshape((int(self.image_width), -1),
order='F')
else:
self.image_data = new_waveform.reshape((int(self.image_width), -1),
order='F')
self.setMarkerBounds()
self.updateLineouts()
self.ui.imageView.receiveImageWaveform(self.image_data)
self.calculateStats()
if self._needs_auto_range:
self.ui.imageView.getView().autoRange(padding=0.0)
current_range = self.ui.imageView.getView().viewRange()
self._needs_auto_range = False
def calculateStats(self):
# Full image stats
mean = np.mean(self.image_data)
std = np.std(self.image_data)
width = self.image_data.shape[0]
height = self.image_data.shape[1]
min_val = np.min(self.image_data)
max_val = np.max(self.image_data)
self.ui.imageStatsLabel.setText(
"Mean: {0:.2f}, Std: {1:.2f}, Min: {2}, Max: {3}, Width: {4}, Height: {5}"
.format(mean, std, min_val, max_val, width, height))
# Current view stats
current_range = self.ui.imageView.getView().viewRange()
view_x_min = int(max(0, current_range[0][0]))
view_x_max = int(min(self.image_data.shape[0], current_range[0][1]))
view_y_min = int(max(0, current_range[1][0]))
view_y_max = int(min(self.image_data.shape[1], current_range[1][1]))
view_slice = self.image_data[view_x_min:view_x_max,
view_y_min:view_y_max]
mean = np.mean(view_slice)
std = np.std(view_slice)
width = view_slice.shape[0]
height = view_slice.shape[1]
min_val = np.min(view_slice)
max_val = np.max(view_slice)
self.ui.viewStatsLabel.setText(
"Mean: {0:.2f}, Std: {1:.2f}, Min: {2}, Max: {3}, Width: {4}, Height: {5}"
.format(mean, std, min_val, max_val, width, height))
def setMarkerBounds(self):
for marker_index in self.marker_dict:
marker = self.marker_dict[marker_index]['marker']
marker.maxBounds = QRectF(
0, 0, self.image_data.shape[0] + marker.size()[0] - 1,
self.image_data.shape[1] + marker.size()[1] - 1)
@pyqtSlot(int)
def receiveImageWidth(self, new_width):
self.image_width = new_width
self.ui.imageView.receiveImageWidth(self.image_width)
@pyqtSlot(int)
def receiveMaxWidth(self, new_max_width):
self.image_max_width = new_max_width
@pyqtSlot(int)
def receiveMaxHeight(self, new_max_height):
self.image_max_height = new_max_height
@pyqtSlot(int)
def receiveRoiX(self, new_roi_x):
self.ui.roiXLineEdit.setText(str(new_roi_x))
@pyqtSlot(int)
def receiveRoiY(self, new_roi_y):
self.ui.roiYLineEdit.setText(str(new_roi_y))
@pyqtSlot(int)
def receiveRoiWidth(self, new_roi_w):
self.ui.roiWLineEdit.setText(str(new_roi_w))
@pyqtSlot(int)
def receiveRoiHeight(self, new_roi_h):
self.ui.roiHLineEdit.setText(str(new_roi_h))
# -2 to +2, -2 is LOLO, -1 is LOW, 0 is OK, etc.
@pyqtSlot(int)
def alarmStatusChanged(self, new_alarm_state):
pass
#0 = NO_ALARM, 1 = MINOR, 2 = MAJOR, 3 = INVALID
@pyqtSlot(int)
def alarmSeverityChanged(self, new_alarm_severity):
pass
@pyqtSlot(bool)
def roiWriteAccessChanged(self, can_write_roi):
self.ui.setROIButton.setEnabled(can_write_roi)
self.ui.resetROIButton.setEnabled(can_write_roi)
self.ui.roiXLineEdit.setReadOnly(not can_write_roi)
self.ui.roiYLineEdit.setReadOnly(not can_write_roi)
self.ui.roiWLineEdit.setReadOnly(not can_write_roi)
self.ui.roiHLineEdit.setReadOnly(not can_write_roi)
#false = disconnected, true = connected
@pyqtSlot(bool)
def connectionStateChanged(self, connected):
self.ui.connectedLabel.setText({True: "Yes", False: "No"}[connected])
def ui_filename(self):
return 'camviewer.ui'
def ui_filepath(self):
return path.join(path.dirname(path.realpath(__file__)),
self.ui_filename())
def channels(self):
return self._channels
def __init__(self, time_series, topographies, filters, channel_names, fs, scores, scores_name='Mutual info', marks=None, *args):
super(ScoredComponentsTable, self).__init__(*args)
# attributes
self.row_items_max_height = 125
self.time_series = time_series
self.marks = marks
self.channel_names = channel_names
self.fs = fs
# set size and names
self.columns = ['Selection', scores_name, 'Topography', 'Time series (push to switch mode)']
self.setColumnCount(len(self.columns))
self.setRowCount(time_series.shape[1])
self.setHorizontalHeaderLabels(self.columns)
# columns widgets
self.checkboxes = []
self.topographies_items = []
self.plot_items = []
self.scores = []
_previous_plot_link = None
for ind in range(self.rowCount()):
# checkboxes
checkbox = QtWidgets.QCheckBox()
self.checkboxes.append(checkbox)
self.setCellWidget(ind, self.columns.index('Selection'), checkbox)
# topographies and filters
topo_filter = TopoFilterCavas(self, self.channel_names, topographies[:, ind], filters[:, ind],
self.row_items_max_height)
self.topographies_items.append(topo_filter)
self.setCellWidget(ind, self.columns.index('Topography'), topo_filter)
# plots
plot_widget = PlotWidget(enableMenu=False)
if _previous_plot_link is not None:
plot_widget.setXLink(_previous_plot_link)
# plot_widget.setYLink(_previous_plot_link)
_previous_plot_link = plot_widget
plot_widget.plot(y=self.time_series[:, ind])
if self.marks is not None:
plot_widget.plot(y=self.marks*np.max(self.time_series[:, ind]), pen=(1,3))
plot_widget.plot(y=-self.marks * np.max(self.time_series[:, ind]), pen=(1, 3))
plot_widget.plot(x=np.arange(self.time_series.shape[0]) / fs)
plot_widget.setMaximumHeight(self.row_items_max_height)
plot_widget.plotItem.getViewBox().state['wheelScaleFactor'] = 0
self.plot_items.append(plot_widget)
self.setCellWidget(ind, 3, plot_widget)
# scores
score_widget = BarLabelWidget(scores[ind], max(scores), min(scores))
self.scores.append(score_widget)
self.setCellWidget(ind, self.columns.index(scores_name), score_widget)
# formatting
self.current_row = None
self.horizontalHeader().setStretchLastSection(True)
self.resizeColumnsToContents()
self.resizeRowsToContents()
# clickable 3 column header
self.horizontalHeader().sectionClicked.connect(self.handle_header_click)
self.is_spectrum_mode = False
# reorder
self.order = np.argsort(scores)
self.reorder()
# checkbox signals
for checkbox in self.checkboxes:
checkbox.stateChanged.connect(self.checkboxes_state_changed)
# selection context menu
header = self.horizontalHeader()
header.setContextMenuPolicy(QtCore.Qt.CustomContextMenu)
header.customContextMenuRequested.connect(self.handle_header_menu)
# ctrl+a short cut
QtWidgets.QShortcut(QtGui.QKeySequence(QtCore.Qt.CTRL + QtCore.Qt.Key_A), self).activated.connect(self.ctrl_plus_a_event)
# checkbox cell clicked
self.cellClicked.connect(self.cell_was_clicked)
class BusMonitorWidget(QGroupBox):
DEFAULT_PLOT_X_RANGE = 120
BUS_LOAD_PLOT_MAX_SAMPLES = 5000
def __init__(self, parent, node, iface_name):
super(BusMonitorWidget, self).__init__(parent)
self.setTitle('CAN bus activity (%s)' %
iface_name.split(os.path.sep)[-1])
self._node = node
self._hook_handle = self._node.can_driver.add_io_hook(self._frame_hook)
self._columns = [
BasicTable.Column('Dir',
lambda e: (e[0].upper()),
searchable=False),
BasicTable.Column('Local Time',
TimestampRenderer(),
searchable=False),
BasicTable.Column(
'CAN ID', lambda e:
(('%0*X' % (8 if e[1].extended else 3, e[1].id)).rjust(8),
colorize_can_id(e[1]))),
BasicTable.Column(
'Data Hex', lambda e:
(' '.join(['%02X' % x for x in e[1].data]).ljust(3 * e[
1].MAX_DATA_LENGTH), colorize_transfer_id(e))),
BasicTable.Column(
'Data ASCII', lambda e:
(''.join([(chr(x) if 32 <= x <= 126 else '.')
for x in e[1].data]), colorize_transfer_id(e))),
BasicTable.Column(
'Src', lambda e: render_node_id_with_color(e[1], 'src')),
BasicTable.Column(
'Dst', lambda e: render_node_id_with_color(e[1], 'dst')),
BasicTable.Column('Data Type',
lambda e: render_data_type_with_color(e[1]),
resize_mode=QHeaderView.Stretch),
]
self._log_widget = RealtimeLogWidget(
self,
columns=self._columns,
font=get_monospace_font(),
post_redraw_hook=self._redraw_hook)
self._log_widget.on_selection_changed = self._update_measurement_display
def flip_row_mark(row, col):
if col == 0:
item = self._log_widget.table.item(row, col)
if item.icon().isNull():
item.setIcon(get_icon('circle'))
flash(self,
'Row %d was marked, click again to unmark',
row,
duration=3)
else:
item.setIcon(QIcon())
self._log_widget.table.cellPressed.connect(flip_row_mark)
self._stat_update_timer = QTimer(self)
self._stat_update_timer.setSingleShot(False)
self._stat_update_timer.timeout.connect(self._update_stat)
self._stat_update_timer.start(500)
self._traffic_stat = TrafficStatCounter()
self._stat_frames_tx = QLabel('N/A', self)
self._stat_frames_rx = QLabel('N/A', self)
self._stat_traffic = QLabel('N/A', self)
self._load_plot = PlotWidget(background=(0, 0, 0))
self._load_plot.setRange(xRange=(0, self.DEFAULT_PLOT_X_RANGE),
padding=0)
self._load_plot.setMaximumHeight(150)
self._load_plot.setMinimumHeight(100)
self._load_plot.setMinimumWidth(100)
self._load_plot.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Minimum)
self._load_plot.showGrid(x=True, y=True, alpha=0.4)
self._load_plot.setToolTip('Frames per second')
self._load_plot.getPlotItem().getViewBox().setMouseEnabled(x=True,
y=False)
self._load_plot.enableAutoRange()
self._bus_load_plot = self._load_plot.plot(name='Frames per second',
pen=mkPen(QColor(
Qt.lightGray),
width=1))
self._bus_load_samples = [], []
self._started_at_mono = time.monotonic()
layout = QVBoxLayout(self)
layout.addWidget(self._log_widget, 1)
stat_vars_layout = QGridLayout(self)
stat_layout_next_row = 0
def add_stat_row(label, value):
nonlocal stat_layout_next_row
stat_vars_layout.addWidget(QLabel(label, self),
stat_layout_next_row, 0)
stat_vars_layout.addWidget(value, stat_layout_next_row, 1)
value.setMinimumWidth(75)
stat_layout_next_row += 1
add_stat_row('Frames transmitted:', self._stat_frames_tx)
add_stat_row('Frames received:', self._stat_frames_rx)
add_stat_row('Frames per second:', self._stat_traffic)
stat_vars_layout.setRowStretch(stat_layout_next_row, 1)
stat_layout = QHBoxLayout(self)
stat_layout.addLayout(stat_vars_layout)
stat_layout.addWidget(self._load_plot, 1)
layout.addLayout(stat_layout, 0)
self.setLayout(layout)
def close(self):
self._hook_handle.remove()
def _update_stat(self):
bus_load, ts_mono = self._traffic_stat.get_frames_per_second()
self._stat_traffic.setText(str(int(bus_load + 0.5)))
if len(self._bus_load_samples[0]) >= self.BUS_LOAD_PLOT_MAX_SAMPLES:
self._bus_load_samples[0].pop(0)
self._bus_load_samples[1].pop(0)
self._bus_load_samples[1].append(bus_load)
self._bus_load_samples[0].append(ts_mono - self._started_at_mono)
self._bus_load_plot.setData(*self._bus_load_samples)
(xmin, xmax), _ = self._load_plot.viewRange()
diff = xmax - xmin
xmax = self._bus_load_samples[0][-1]
xmin = self._bus_load_samples[0][-1] - diff
self._load_plot.setRange(xRange=(xmin, xmax), padding=0)
def _redraw_hook(self):
self._stat_frames_tx.setText(str(self._traffic_stat.tx))
self._stat_frames_rx.setText(str(self._traffic_stat.rx))
def _frame_hook(self, direction, frame):
self._traffic_stat.add_frame(direction, frame)
self._log_widget.add_item_async((direction, frame))
def _update_measurement_display(self, selected_rows_cols):
if not selected_rows_cols:
return
min_row = min([row for row, _ in selected_rows_cols])
max_row = max([row for row, _ in selected_rows_cols])
def get_row_ts(row):
return TimestampRenderer.parse_timestamp(
self._log_widget.table.item(row, 1).text())
def get_load_str(num_frames, dt):
if dt >= 1e-6:
return 'average load %.1f FPS' % (num_frames / dt)
return 'average load is unknown'
if min_row == max_row:
num_frames = min_row
first_ts = get_row_ts(0)
current_ts = get_row_ts(min_row)
dt = current_ts - first_ts
flash(self,
'%d frames from beginning, %.3f sec since first frame, %s',
num_frames, dt, get_load_str(num_frames, dt))
else:
num_frames = max_row - min_row + 1
first_ts = get_row_ts(min_row)
last_ts = get_row_ts(max_row)
dt = last_ts - first_ts
flash(self, '%d frames, timedelta %.6f sec, %s', num_frames, dt,
get_load_str(num_frames, dt))