guiqwt.widgets.fit

The fit module provides an interactive curve fitting widget/dialog allowing:

  • to fit data manually (by moving sliders)

  • or automatically (with standard optimization algorithms provided by scipy).

Example

../_images/fit.png

Reference

guiqwt.widgets.fit.guifit(x, y, fitfunc, fitparams, fitargs=None, fitkwargs=None, wintitle=None, title=None, xlabel=None, ylabel=None, param_cols=1, auto_fit=True, winsize=None, winpos=None)[source]

GUI-based curve fitting tool

class guiqwt.widgets.fit.FitDialog(wintitle=None, icon='guiqwt.svg', edit=True, toolbar=False, options=None, parent=None, panels=None, param_cols=1, legend_anchor='TR', auto_fit=False)[source]
class DialogCode
class PaintDeviceMetric
class RenderFlag
class RenderFlags
class RenderFlags(Union[QWidget.RenderFlags, QWidget.RenderFlag]) → None
class RenderFlags(QWidget.RenderFlags) → None
accept(self)
acceptDrops(self) → bool
accessibleDescription(self) → str
accessibleName(self) → str
actionEvent(self, QActionEvent)
actions(self) → List[QAction]
activateWindow(self)
activate_default_tool()

Activate default tool

addAction(self, QAction)
addActions(self, Iterable[QAction])
add_panel(panel)

Register a panel to the plot manager

Plot manager’s registration sequence is the following:

  1. add plots

  2. add panels

  3. add tools

add_plot(plot, plot_id=<class 'guiqwt.plot.DefaultPlotID'>)
Register a plot to the plot manager:

  • plot: guiqwt.curve.CurvePlot or guiqwt.image.ImagePlot object

  • plot_id (default id is the plot object’s id: id(plot)): unique ID identifying the plot (any Python object), this ID will be asked by the manager to access this plot later.

Plot manager’s registration sequence is the following:

  1. add plots

  2. add panels

  3. add tools

add_separator_tool(toolbar_id=None)

Register a separator tool to the plot manager: the separator tool is just a tool which insert a separator in the plot context menu

add_tool(ToolKlass, *args, **kwargs)
Register a tool to the manager

  • ToolKlass: tool’s class (guiqwt builtin tools are defined in module guiqwt.tools)

  • args: arguments sent to the tool’s class

  • kwargs: keyword arguments sent to the tool’s class

Plot manager’s registration sequence is the following:

  1. add plots

  2. add panels

  3. add tools

add_toolbar(toolbar, toolbar_id='default')
Add toolbar to the plot manager

toolbar: a QToolBar object toolbar_id: toolbar’s id (default id is string “default”)

adjustSize(self)
autoFillBackground(self) → bool
backgroundRole(self) → QPalette.ColorRole
baseSize(self) → QSize
blockSignals(self, bool) → bool
changeEvent(self, QEvent)
childAt(self, QPoint) → QWidget
FitDialog.childAt(self, int, int) -> QWidget
childEvent(self, QChildEvent)
children(self) → List[QObject]
childrenRect(self) → QRect
childrenRegion(self) → QRegion
clearFocus(self)
clearMask(self)
close(self) → bool
closeEvent(self, QCloseEvent)
colorCount(self) → int
configure_panels()

Call all the registred panels ‘configure_panel’ methods to finalize the object construction (this allows to use tools registered to the same plot manager as the panel itself with breaking the registration sequence: “add plots, then panels, then tools”)

connectNotify(self, QMetaMethod)
contentsMargins(self) → QMargins
contentsRect(self) → QRect
contextMenuEvent(self, QContextMenuEvent)
contextMenuPolicy(self) → Qt.ContextMenuPolicy
create(self, window: PyQt5.sip.voidptr = 0, initializeWindow: bool = True, destroyOldWindow: bool = True)
createWindowContainer(QWindow, parent: QWidget = None, flags: Union[Qt.WindowFlags, Qt.WindowType] = 0) → QWidget
create_action(title, triggered=None, toggled=None, shortcut=None, icon=None, tip=None, checkable=None, context=1, enabled=None)

Create a new QAction

create_plot(options)

Create the plotting widget (which is an instance of class guiqwt.plot.BaseCurveWidget), add it to the dialog box main layout (guiqwt.plot.CurveDialog.plot_layout) and then add the item list panel

May be overriden to customize the plot layout (guiqwt.plot.CurveDialog.plot_layout)

cursor(self) → QCursor
customEvent(self, QEvent)
deleteLater(self)
depth(self) → int
destroy(self, destroyWindow: bool = True, destroySubWindows: bool = True)
devType(self) → int
devicePixelRatio(self) → int
devicePixelRatioF(self) → float
devicePixelRatioFScale() → float
disconnect(QMetaObject.Connection) → bool
disconnect(self) → None
disconnectNotify(self, QMetaMethod)
done(self, int)
dragEnterEvent(self, QDragEnterEvent)
dragLeaveEvent(self, QDragLeaveEvent)
dragMoveEvent(self, QDragMoveEvent)
dropEvent(self, QDropEvent)
dumpObjectInfo(self)
dumpObjectTree(self)
dynamicPropertyNames(self) → List[QByteArray]
effectiveWinId(self) → PyQt5.sip.voidptr
ensurePolished(self)
enterEvent(self, QEvent)
event(self, QEvent) → bool
eventFilter(self, QObject, QEvent) → bool
exec(self) → int
exec_(self) → int
find(PyQt5.sip.voidptr) → QWidget
findChild(self, type, name: str = '', options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → QObject
findChild(self, Tuple, name: str = '', options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → QObject
findChildren(self, type, name: str = '', options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → List[QObject]
findChildren(self, Tuple, name: str = '', options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → List[QObject]
findChildren(self, type, QRegExp, options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → List[QObject]
findChildren(self, Tuple, QRegExp, options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → List[QObject]
findChildren(self, type, QRegularExpression, options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → List[QObject]
findChildren(self, Tuple, QRegularExpression, options: Union[Qt.FindChildOptions, Qt.FindChildOption] = Qt.FindChildrenRecursively) → List[QObject]
focusInEvent(self, QFocusEvent)
focusNextChild(self) → bool
focusNextPrevChild(self, bool) → bool
focusOutEvent(self, QFocusEvent)
focusPolicy(self) → Qt.FocusPolicy
focusPreviousChild(self) → bool
focusProxy(self) → QWidget
focusWidget(self) → QWidget
font(self) → QFont
fontInfo(self) → QFontInfo
fontMetrics(self) → QFontMetrics
foregroundRole(self) → QPalette.ColorRole
frameGeometry(self) → QRect
frameSize(self) → QSize
geometry(self) → QRect
getContentsMargins(self) → Tuple[int, int, int, int]
get_active_plot()

Return the active plot

The active plot is the plot whose canvas has the focus otherwise it’s the “default” plot

get_active_tool()

Return active tool

get_context_menu(plot=None)

Return widget context menu – built using active tools

get_contrast_panel()

Convenience function to get the contrast adjustment panel

Return None if the contrast adjustment panel has not been added to this manager

get_default_plot()

Return default plot

The default plot is the plot on which tools and panels will act.

get_default_tool()

Get default tool

get_default_toolbar()

Return default toolbar

get_fitfunc_arguments()

Return fitargs and fitkwargs

get_itemlist_panel()

Convenience function to get the item list panel

Return None if the item list panel has not been added to this manager

get_main()

Return the main (parent) widget

Note that for py:class:guiqwt.plot.CurveWidget or guiqwt.plot.ImageWidget objects, this method will return the widget itself because the plot manager is integrated to it.

get_panel(panel_id)

Return panel from its ID Panel IDs are listed in module guiqwt.panels

get_plot(plot_id=<class 'guiqwt.plot.DefaultPlotID'>)

Return plot associated to plot_id (if method is called without specifying the plot_id parameter, return the default plot)

get_plots()

Return all registered plots

get_tool(ToolKlass)

Return tool instance from its class

get_toolbar(toolbar_id='default')
Return toolbar from its ID

toolbar_id: toolbar’s id (default id is string “default”)

get_values()

Convenience method to get fit parameter values

get_xcs_panel()

Convenience function to get the X-axis cross section panel

Return None if the X-axis cross section panel has not been added to this manager

get_ycs_panel()

Convenience function to get the Y-axis cross section panel

Return None if the Y-axis cross section panel has not been added to this manager

grab(self, rectangle: QRect = QRect(QPoint(0, 0), QSize(- 1, - 1))) → QPixmap
grabGesture(self, Qt.GestureType, flags: Union[Qt.GestureFlags, Qt.GestureFlag] = Qt.GestureFlags())
grabKeyboard(self)
grabMouse(self)
grabMouse(self, Union[QCursor, Qt.CursorShape]) → None
grabShortcut(self, Union[QKeySequence, QKeySequence.StandardKey, str, int], context: Qt.ShortcutContext = Qt.WindowShortcut) → int
graphicsEffect(self) → QGraphicsEffect
graphicsProxyWidget(self) → QGraphicsProxyWidget
hasFocus(self) → bool
hasHeightForWidth(self) → bool
hasMouseTracking(self) → bool
hasTabletTracking(self) → bool
height(self) → int
heightForWidth(self, int) → int
heightMM(self) → int
hide(self)
hideEvent(self, QHideEvent)
inherits(self, str) → bool
initPainter(self, QPainter)
inputMethodEvent(self, QInputMethodEvent)
inputMethodHints(self) → Qt.InputMethodHints
inputMethodQuery(self, Qt.InputMethodQuery) → Any
FitDialog.insertAction(self, QAction, QAction)
insertActions(self, QAction, Iterable[QAction])
installEventFilter(self, QObject)
isActiveWindow(self) → bool
isAncestorOf(self, QWidget) → bool
isEnabled(self) → bool
isEnabledTo(self, QWidget) → bool
isFullScreen(self) → bool
isHidden(self) → bool
isLeftToRight(self) → bool
isMaximized(self) → bool
isMinimized(self) → bool
isModal(self) → bool
isRightToLeft(self) → bool
isSignalConnected(self, QMetaMethod) → bool
isSizeGripEnabled(self) → bool
isVisible(self) → bool
isVisibleTo(self, QWidget) → bool
isWidgetType(self) → bool
isWindow(self) → bool
isWindowModified(self) → bool
isWindowType(self) → bool
keyPressEvent(self, QKeyEvent)
keyReleaseEvent(self, QKeyEvent)
keyboardGrabber() → QWidget
killTimer(self, int)
layout(self) → QLayout
layoutDirection(self) → Qt.LayoutDirection
leaveEvent(self, QEvent)
locale(self) → QLocale
logicalDpiX(self) → int
logicalDpiY(self) → int
lower(self)
mapFrom(self, QWidget, QPoint) → QPoint
mapFromGlobal(self, QPoint) → QPoint
mapFromParent(self, QPoint) → QPoint
mapTo(self, QWidget, QPoint) → QPoint
mapToGlobal(self, QPoint) → QPoint
mapToParent(self, QPoint) → QPoint
mask(self) → QRegion
maximumHeight(self) → int
maximumSize(self) → QSize
maximumWidth(self) → int
metaObject(self) → QMetaObject
metric(self, QPaintDevice.PaintDeviceMetric) → int
minimumHeight(self) → int
minimumSize(self) → QSize
minimumSizeHint(self) → QSize
minimumWidth(self) → int
mouseDoubleClickEvent(self, QMouseEvent)
mouseGrabber() → QWidget
mouseMoveEvent(self, QMouseEvent)
mousePressEvent(self, QMouseEvent)
mouseReleaseEvent(self, QMouseEvent)
move(self, QPoint)
FitDialog.move(self, int, int) -> None
moveEvent(self, QMoveEvent)
moveToThread(self, QThread)
nativeEvent(self, Union[QByteArray, bytes, bytearray], PyQt5.sip.voidptr) → Tuple[bool, int]
nativeParentWidget(self) → QWidget
nextInFocusChain(self) → QWidget
normalGeometry(self) → QRect
objectName(self) → str
open(self)
overrideWindowFlags(self, Union[Qt.WindowFlags, Qt.WindowType])
overrideWindowState(self, Union[Qt.WindowStates, Qt.WindowState])
paintEngine(self) → QPaintEngine
paintEvent(self, QPaintEvent)
paintingActive(self) → bool
palette(self) → QPalette
parent(self) → QObject
parentWidget(self) → QWidget
physicalDpiX(self) → int
physicalDpiY(self) → int
pos(self) → QPoint
previousInFocusChain(self) → QWidget
property(self, str) → Any
pyqtConfigure(...)

Each keyword argument is either the name of a Qt property or a Qt signal. For properties the property is set to the given value which should be of an appropriate type. For signals the signal is connected to the given value which should be a callable.

raise_(self)
receivers(self, PYQT_SIGNAL) → int
rect(self) → QRect
refresh(slider_value=None)

Refresh Fit Tool dialog box

register_all_curve_tools()

Register standard, curve-related and other tools

See also

guiqwt.plot.PlotManager.add_tool()

guiqwt.plot.PlotManager.register_standard_tools()

guiqwt.plot.PlotManager.register_other_tools()

guiqwt.plot.PlotManager.register_curve_tools()

guiqwt.plot.PlotManager.register_image_tools()

guiqwt.plot.PlotManager.register_all_image_tools()

register_all_image_tools()

Register standard, image-related and other tools

See also

guiqwt.plot.PlotManager.add_tool()

guiqwt.plot.PlotManager.register_standard_tools()

guiqwt.plot.PlotManager.register_other_tools()

guiqwt.plot.PlotManager.register_curve_tools()

guiqwt.plot.PlotManager.register_image_tools()

guiqwt.plot.PlotManager.register_all_curve_tools()

register_curve_tools()

Register only curve-related tools

See also

guiqwt.plot.PlotManager.add_tool()

guiqwt.plot.PlotManager.register_standard_tools()

guiqwt.plot.PlotManager.register_other_tools()

guiqwt.plot.PlotManager.register_image_tools()

register_image_tools()

Register only image-related tools

See also

guiqwt.plot.PlotManager.add_tool()

guiqwt.plot.PlotManager.register_standard_tools()

guiqwt.plot.PlotManager.register_other_tools()

guiqwt.plot.PlotManager.register_curve_tools()

register_other_tools()

Register other common tools

See also

guiqwt.plot.PlotManager.add_tool()

guiqwt.plot.PlotManager.register_standard_tools()

guiqwt.plot.PlotManager.register_curve_tools()

guiqwt.plot.PlotManager.register_image_tools()

register_standard_tools()

Registering basic tools for standard plot dialog –> top of the context-menu

register_tools()

Register the plotting dialog box tools: the base implementation provides standard, curve-related and other tools - i.e. calling this method is exactly the same as calling guiqwt.plot.CurveDialog.register_all_curve_tools()

This method may be overriden to provide a fully customized set of tools

reject(self)
releaseKeyboard(self)
releaseMouse(self)
releaseShortcut(self, int)
removeAction(self, QAction)
removeEventFilter(self, QObject)
render(self, QPaintDevice, targetOffset: QPoint = QPoint(), sourceRegion: QRegion = QRegion(), flags: Union[QWidget.RenderFlags, QWidget.RenderFlag] = QWidget.RenderFlags(QWidget.RenderFlag.DrawWindowBackground | QWidget.RenderFlag.DrawChildren))
render(self, QPainter, targetOffset: QPoint = QPoint(), sourceRegion: QRegion = QRegion(), flags: Union[QWidget.RenderFlags, QWidget.RenderFlag] = QWidget.RenderFlags(QWidget.RenderFlag.DrawWindowBackground | QWidget.RenderFlag.DrawChildren)) → None
repaint(self)
FitDialog.repaint(self, int, int, int, int) -> None
repaint(self, QRect) → None
repaint(self, QRegion) → None
resize(self, QSize)
FitDialog.resize(self, int, int) -> None
resizeEvent(self, QResizeEvent)
restoreGeometry(self, Union[QByteArray, bytes, bytearray]) → bool
result(self) → int
saveGeometry(self) → QByteArray
screen(self) → QScreen
FitDialog.scroll(self, int, int)
FitDialog.scroll(self, int, int, QRect) -> None
sender(self) → QObject
senderSignalIndex(self) → int
setAcceptDrops(self, bool)
setAccessibleDescription(self, str)
setAccessibleName(self, str)
setAttribute(self, Qt.WidgetAttribute, on: bool = True)
setAutoFillBackground(self, bool)
setBackgroundRole(self, QPalette.ColorRole)
FitDialog.setBaseSize(self, int, int)
setBaseSize(self, QSize) → None
FitDialog.setContentsMargins(self, int, int, int, int)
setContentsMargins(self, QMargins) → None
setContextMenuPolicy(self, Qt.ContextMenuPolicy)
setCursor(self, Union[QCursor, Qt.CursorShape])
setDisabled(self, bool)
setEnabled(self, bool)
setFixedHeight(self, int)
setFixedSize(self, QSize)
FitDialog.setFixedSize(self, int, int) -> None
setFixedWidth(self, int)
setFocus(self)
setFocus(self, Qt.FocusReason) → None
setFocusPolicy(self, Qt.FocusPolicy)
setFocusProxy(self, QWidget)
setFont(self, QFont)
setForegroundRole(self, QPalette.ColorRole)
setGeometry(self, QRect)
FitDialog.setGeometry(self, int, int, int, int) -> None
setGraphicsEffect(self, QGraphicsEffect)
setHidden(self, bool)
setInputMethodHints(self, Union[Qt.InputMethodHints, Qt.InputMethodHint])
setLayout(self, QLayout)
setLayoutDirection(self, Qt.LayoutDirection)
setLocale(self, QLocale)
setMask(self, QBitmap)
setMask(self, QRegion) → None
setMaximumHeight(self, int)
FitDialog.setMaximumSize(self, int, int)
setMaximumSize(self, QSize) → None
setMaximumWidth(self, int)
setMinimumHeight(self, int)
FitDialog.setMinimumSize(self, int, int)
setMinimumSize(self, QSize) → None
setMinimumWidth(self, int)
setModal(self, bool)
setMouseTracking(self, bool)
setObjectName(self, str)
setPalette(self, QPalette)
setParent(self, QWidget)
setParent(self, QWidget, Union[Qt.WindowFlags, Qt.WindowType]) → None
setProperty(self, str, Any) → bool
setResult(self, int)
setShortcutAutoRepeat(self, int, enabled: bool = True)
setShortcutEnabled(self, int, enabled: bool = True)
setSizeGripEnabled(self, bool)
FitDialog.setSizeIncrement(self, int, int)
setSizeIncrement(self, QSize) → None
setSizePolicy(self, QSizePolicy)
setSizePolicy(self, QSizePolicy.Policy, QSizePolicy.Policy) → None
setStatusTip(self, str)
setStyle(self, QStyle)
setStyleSheet(self, str)
FitDialog.setTabOrder(QWidget, QWidget)
setTabletTracking(self, bool)
setToolTip(self, str)
setToolTipDuration(self, int)
setUpdatesEnabled(self, bool)
setVisible(self, bool)
setWhatsThis(self, str)
setWindowFilePath(self, str)
setWindowFlag(self, Qt.WindowType, on: bool = True)
setWindowFlags(self, Union[Qt.WindowFlags, Qt.WindowType])
setWindowIcon(self, QIcon)
setWindowIconText(self, str)
setWindowModality(self, Qt.WindowModality)
setWindowModified(self, bool)
setWindowOpacity(self, float)
setWindowRole(self, str)
setWindowState(self, Union[Qt.WindowStates, Qt.WindowState])
setWindowTitle(self, str)
set_active_tool(tool=None)

Set active tool (if tool argument is None, the active tool will be the default tool)

set_contrast_range(zmin, zmax)

Convenience function to set the contrast adjustment panel range

This is strictly equivalent to the following:

# Here, *widget* is for example a CurveWidget instance
# (the same apply for CurvePlot, ImageWidget, ImagePlot or any
#  class deriving from PlotManager)
widget.get_contrast_panel().set_range(zmin, zmax)
set_default_plot(plot)

Set default plot

The default plot is the plot on which tools and panels will act.

set_default_tool(tool)

Set default tool

set_default_toolbar(toolbar)

Set default toolbar

sharedPainter(self) → QPainter
show(self)
showEvent(self, QShowEvent)
showFullScreen(self)
showMaximized(self)
showMinimized(self)
showNormal(self)
signalsBlocked(self) → bool
size(self) → QSize
sizeHint(self) → QSize
sizeIncrement(self) → QSize
sizePolicy(self) → QSizePolicy
stackUnder(self, QWidget)
startTimer(self, int, timerType: Qt.TimerType = Qt.CoarseTimer) → int
statusTip(self) → str
style(self) → QStyle
styleSheet(self) → str
tabletEvent(self, QTabletEvent)
testAttribute(self, Qt.WidgetAttribute) → bool
thread(self) → QThread
timerEvent(self, QTimerEvent)
toolTip(self) → str
toolTipDuration(self) → int
tr(self, str, disambiguation: str = None, n: int = - 1) → str
underMouse(self) → bool
ungrabGesture(self, Qt.GestureType)
unsetCursor(self)
unsetLayoutDirection(self)
unsetLocale(self)
update(self)
update(self, QRect) → None
update(self, QRegion) → None
FitDialog.update(self, int, int, int, int) -> None
updateGeometry(self)
updateMicroFocus(self)
update_cross_sections()

Convenience function to update the cross section panels at once

This is strictly equivalent to the following:

# Here, *widget* is for example a CurveWidget instance
# (the same apply for CurvePlot, ImageWidget, ImagePlot or any
#  class deriving from PlotManager)
widget.get_xcs_panel().update_plot()
widget.get_ycs_panel().update_plot()
update_tools_status(plot=None)

Update tools for current plot

updatesEnabled(self) → bool
visibleRegion(self) → QRegion
whatsThis(self) → str
wheelEvent(self, QWheelEvent)
width(self) → int
widthMM(self) → int
winId(self) → PyQt5.sip.voidptr
window(self) → QWidget
windowFilePath(self) → str
windowFlags(self) → Qt.WindowFlags
windowHandle(self) → QWindow
windowIcon(self) → QIcon
windowIconText(self) → str
windowModality(self) → Qt.WindowModality
windowOpacity(self) → float
windowRole(self) → str
windowState(self) → Qt.WindowStates
windowTitle(self) → str
windowType(self) → Qt.WindowType
x(self) → int
y(self) → int
class guiqwt.widgets.fit.FitParam(name, value, min, max, logscale=False, steps=5000, format='%.3f', size_offset=0, unit='')[source]
copy()[source]

Return a copy of this fitparam

class guiqwt.widgets.fit.AutoFitParam(title=None, comment=None, icon='')[source]
accept(vis)

helper function that passes the visitor to the accept methods of all the items in this dataset

check()

Check the dataset item values

edit(parent=None, apply=None, size=None)
Open a dialog box to edit data set

  • parent: parent widget (default is None, meaning no parent)

  • apply: apply callback (default is None)

  • size: dialog size (QSize object or integer tuple (width, height))

get_comment()

Return data set comment

get_icon()

Return data set icon

get_title()

Return data set title

set_defaults()

Set default values

text_edit()

Edit data set with text input only

to_string(debug=False, indent=None, align=False)

Return readable string representation of the data set If debug is True, add more details on data items

view(parent=None, size=None)
Open a dialog box to view data set

  • parent: parent widget (default is None, meaning no parent)

  • size: dialog size (QSize object or integer tuple (width, height))