pymordemos package

Submodules

analyze_pickle module


pymordemos.analyze_pickle._bins(start, stop, steps=100)[source]

numpy has a quirk in unreleased master where logspace might sometimes not return a 1d array


pymordemos.analyze_pickle.convergence(reduced_data: str = <typer.models.ArgumentInfo object>, detailed_data: str = <typer.models.ArgumentInfo object>, samples: int = <typer.models.ArgumentInfo object>, error_norm: str = <typer.models.OptionInfo object>, ndim: int = <typer.models.OptionInfo object>)[source]

pymordemos.analyze_pickle.histogram(reduced_data: str = <typer.models.ArgumentInfo object>, samples: int = <typer.models.ArgumentInfo object>, detailed_data: str = <typer.models.OptionInfo object>, error_norm: str = <typer.models.OptionInfo object>)[source]

burgers module

Burgers demo.


pymordemos.burgers.main(exp: float = <typer.models.ArgumentInfo object>, grid: int = <typer.models.OptionInfo object>, grid_type: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, initial_data: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, lxf_lambda: float = <typer.models.OptionInfo object>, periodic: bool = <typer.models.OptionInfo object>, nt: int = <typer.models.OptionInfo object>, num_flux: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, vx: float = <typer.models.OptionInfo object>, vy: float = <typer.models.OptionInfo object>)[source]

Solves a two-dimensional Burgers-type equation.

See pymor.analyticalproblems.burgers for more details.

burgers_ei module


pymordemos.burgers_ei.main(exp_min: float = <typer.models.ArgumentInfo object>, exp_max: float = <typer.models.ArgumentInfo object>, ei_snapshots: int = <typer.models.ArgumentInfo object>, ei_size: int = <typer.models.ArgumentInfo object>, snapshots: int = <typer.models.ArgumentInfo object>, rb_size: int = <typer.models.ArgumentInfo object>, cache_region: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, ei_alg: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, grid: int = <typer.models.OptionInfo object>, grid_type: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, initial_data: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, ipython_engines: int = <typer.models.OptionInfo object>, ipython_profile: str = <typer.models.OptionInfo object>, lxf_lambda: float = <typer.models.OptionInfo object>, periodic: bool = <typer.models.OptionInfo object>, nt: int = <typer.models.OptionInfo object>, num_flux: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, plot_err: bool = <typer.models.OptionInfo object>, plot_ei_err: bool = <typer.models.OptionInfo object>, plot_error_landscape: bool = <typer.models.OptionInfo object>, plot_error_landscape_M: int = <typer.models.OptionInfo object>, plot_error_landscape_N: int = <typer.models.OptionInfo object>, plot_solutions: bool = <typer.models.OptionInfo object>, test: int = <typer.models.OptionInfo object>, vx: float = <typer.models.OptionInfo object>, vy: float = <typer.models.OptionInfo object>)[source]

Model order reduction of a two-dimensional Burgers-type equation (see pymor.analyticalproblems.burgers) using the reduced basis method with empirical operator interpolation.

delay module


pymordemos.delay.main(tau: float = <typer.models.ArgumentInfo object>, r: int = <typer.models.ArgumentInfo object>)[source]

Delay demo.

Cascade of delay and integrator

elliptic module


pymordemos.elliptic.main(problem_number: int = <typer.models.ArgumentInfo object>, dirichlet_number: int = <typer.models.ArgumentInfo object>, neumann_number: int = <typer.models.ArgumentInfo object>, neumann_count: int = <typer.models.ArgumentInfo object>, fv: bool = <typer.models.OptionInfo object>, rect: bool = <typer.models.OptionInfo object>)[source]

Solves the Poisson equation in 2D using pyMOR’s builtin discreization toolkit.

elliptic2 module


pymordemos.elliptic2.main(problem_number: int = <typer.models.ArgumentInfo object>, n: int = <typer.models.ArgumentInfo object>, norm: str = <typer.models.ArgumentInfo object>, fv: bool = <typer.models.OptionInfo object>)[source]

Solves the Poisson equation in 2D using pyMOR’s builtin discreization toolkit.

elliptic_oned module


pymordemos.elliptic_oned.main(problem_number: int = <typer.models.ArgumentInfo object>, n: int = <typer.models.ArgumentInfo object>, fv: bool = <typer.models.OptionInfo object>)[source]

Solves the Poisson equation in 1D using pyMOR’s builtin discreization toolkit.

elliptic_unstructured module


pymordemos.elliptic_unstructured.main(angle: float = <typer.models.ArgumentInfo object>, num_points: int = <typer.models.ArgumentInfo object>, clscale: float = <typer.models.ArgumentInfo object>)[source]

Solves the Poisson equation in 2D on a circular sector domain of radius 1 using an unstructured mesh.

Note that Gmsh (http://geuz.org/gmsh/) is required for meshing.

fenics_nonlinear module


pymordemos.fenics_nonlinear.discretize(dim, n, order)[source]

pymordemos.fenics_nonlinear.main(dim: int = <typer.models.ArgumentInfo object>, n: int = <typer.models.ArgumentInfo object>, order: int = <typer.models.ArgumentInfo object>)[source]

Reduces a FEniCS-based nonlinear diffusion problem using POD/DEIM.

hapod module


pymordemos.hapod.main(tol: float = <typer.models.ArgumentInfo object>, dist: int = <typer.models.ArgumentInfo object>, inc: int = <typer.models.ArgumentInfo object>, grid: int = <typer.models.OptionInfo object>, nt: int = <typer.models.OptionInfo object>, omega: float = <typer.models.OptionInfo object>, procs: int = <typer.models.OptionInfo object>, snap: int = <typer.models.OptionInfo object>, threads: int = <typer.models.OptionInfo object>)[source]

Compression of snapshot data with the HAPOD algorithm from [HLR18].

heat module


pymordemos.heat.main(diameter: float = <typer.models.ArgumentInfo object>, r: int = <typer.models.ArgumentInfo object>)[source]

2D heat equation demo.

Discretization of the PDE:

\begin{align*} \partial_t z(x, y, t) &= \Delta z(x, y, t), & 0 < x, y < 1,\ t > 0 \\ -\nabla z(0, y, t) \cdot n &= z(0, y, t) - u(t), & 0 < y < 1, t > 0 \\ -\nabla z(1, y, t) \cdot n &= z(1, y, t), & 0 < y < 1, t > 0 \\ -\nabla z(0, x, t) \cdot n &= z(0, x, t), & 0 < x < 1, t > 0 \\ -\nabla z(1, x, t) \cdot n &= z(1, x, t), & 0 < x < 1, t > 0 \\ z(x, y, 0) &= 0 & 0 < x, y < 1 \\ y(t) &= \int_0^1 z(1, y, t) dy, & t > 0 \\ \end{align*}

where \(u(t)\) is the input and \(y(t)\) is the output.


pymordemos.heat.run_mor_method(lti, w, reductor, reductor_short_name, r, **reduce_kwargs)[source]

Run a model order reduction method.

Parameters

lti

The full-order LTIModel.

w

Array of frequencies.

reductor

The reductor object.

reductor_short_name

A short name for the reductor.

r

The order of the reduced-order model.

reduce_kwargs

Optional keyword arguments for the reduce method.

linear_optimization module


pymordemos.linear_optimization.create_fom(grid_intervals, vector_valued_output=False)[source]

pymordemos.linear_optimization.main(grid_intervals: int = <typer.models.ArgumentInfo object>, training_samples: int = <typer.models.ArgumentInfo object>)[source]

Example script for solving linear PDE-constrained parameter optimization problems


pymordemos.linear_optimization.record_results(function, parse, data, mu)[source]

pymordemos.linear_optimization.report(result, parse, data, reference_mu)[source]

neural_networks module


pymordemos.neural_networks.create_fom(fv, grid_intervals)[source]

pymordemos.neural_networks.main(grid_intervals: int = <typer.models.ArgumentInfo object>, training_samples: int = <typer.models.ArgumentInfo object>, validation_samples: int = <typer.models.ArgumentInfo object>, fv: bool = <typer.models.OptionInfo object>, vis: bool = <typer.models.OptionInfo object>)[source]

Model oder reduction with neural networks (approach by Hesthaven and Ubbiali).

neural_networks_fenics module


pymordemos.neural_networks_fenics.discretize_fenics()[source]

pymordemos.neural_networks_fenics.main(training_samples: int = <typer.models.ArgumentInfo object>, validation_samples: int = <typer.models.ArgumentInfo object>)[source]

Reduction of a FEniCS model using neural networks (approach by Hesthaven and Ubbiali).

neural_networks_instationary module


pymordemos.neural_networks_instationary.create_fom(grid_intervals, time_steps)[source]

pymordemos.neural_networks_instationary.main(grid_intervals: int = <typer.models.ArgumentInfo object>, time_steps: int = <typer.models.ArgumentInfo object>, training_samples: int = <typer.models.ArgumentInfo object>, validation_samples: int = <typer.models.ArgumentInfo object>)[source]

Model oder reduction with neural networks for an instationary problem (approach by Hesthaven and Ubbiali).

parabolic module


pymordemos.parabolic.dar(speed: float = <typer.models.ArgumentInfo object>, fv: bool = <typer.models.OptionInfo object>, grid: int = <typer.models.OptionInfo object>, nt: int = <typer.models.OptionInfo object>, rect: bool = <typer.models.OptionInfo object>)[source]

pymordemos.parabolic.heat(top: float = <typer.models.ArgumentInfo object>, fv: bool = <typer.models.OptionInfo object>, grid: int = <typer.models.OptionInfo object>, nt: int = <typer.models.OptionInfo object>, rect: bool = <typer.models.OptionInfo object>)[source]

pymordemos.parabolic.solve(problem, mu, fv, rect, grid, nt)[source]

parabolic_mor module


pymordemos.parabolic_mor.discretize_fenics()[source]

pymordemos.parabolic_mor.discretize_pymor()[source]

pymordemos.parabolic_mor.main(backend: pymor.tools.typer.Choices = <typer.models.ArgumentInfo object>, alg: pymor.tools.typer.Choices = <typer.models.ArgumentInfo object>, snapshots: int = <typer.models.ArgumentInfo object>, rbsize: int = <typer.models.ArgumentInfo object>, test: int = <typer.models.ArgumentInfo object>)[source]

Reduced basis approximation of the heat equation.


pymordemos.parabolic_mor.reduce_adaptive_greedy(fom, reductor, parameter_space, validation_mus, basis_size)[source]

pymordemos.parabolic_mor.reduce_greedy(fom, reductor, parameter_space, snapshots, basis_size)[source]

pymordemos.parabolic_mor.reduce_pod(fom, reductor, parameter_space, snapshots, basis_size)[source]

parametric_delay module


pymordemos.parametric_delay.main(r: int = <typer.models.ArgumentInfo object>)[source]

Parametric delay demo.

parametric_heat module


pymordemos.parametric_heat.main(diameter: float = <typer.models.ArgumentInfo object>, r: int = <typer.models.ArgumentInfo object>)[source]

Parametric 1D heat equation example.


pymordemos.parametric_heat.run_mor_method_param(fom, r, w, mus, reductor_cls, reductor_short_name, **reductor_kwargs)[source]

Plot reductor errors for different parameter values.

Parameters

fom

The full-order LTIModel.

r

The order of the reduced-order model.

w

Array of frequencies.

mus

An array of parameter values.

reductor_cls

The reductor class.

reductor_short_name

A short name for the reductor.

reductor_kwargs

Optional keyword arguments for the reductor class.

parametric_string module


pymordemos.parametric_string.main(n: int = <typer.models.ArgumentInfo object>, r: int = <typer.models.ArgumentInfo object>)[source]

Parametric string example.

parametric_synthetic module


pymordemos.parametric_synthetic.main(n: int = <typer.models.ArgumentInfo object>, r: int = <typer.models.ArgumentInfo object>)[source]

Synthetic parametric demo.

See the MOR Wiki page.

string_equation module


pymordemos.string_equation.main(n: int = <typer.models.ArgumentInfo object>, r: int = <typer.models.ArgumentInfo object>)[source]

String equation example.

thermalblock module


pymordemos.thermalblock.discretize_fenics(xblocks, yblocks, grid_num_intervals, element_order)[source]

pymordemos.thermalblock.discretize_pymor(xblocks, yblocks, grid_num_intervals, use_list_vector_array)[source]

pymordemos.thermalblock.main(xblocks: int = <typer.models.ArgumentInfo object>, yblocks: int = <typer.models.ArgumentInfo object>, snapshots: int = <typer.models.ArgumentInfo object>, rbsize: int = <typer.models.ArgumentInfo object>, adaptive_greedy_gamma: float = <typer.models.OptionInfo object>, adaptive_greedy_rho: float = <typer.models.OptionInfo object>, adaptive_greedy_theta: float = <typer.models.OptionInfo object>, alg: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, cache_region: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, extension_alg: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, fenics: bool = <typer.models.OptionInfo object>, greedy_with_error_estimator: bool = <typer.models.OptionInfo object>, grid: int = <typer.models.OptionInfo object>, ipython_engines: int = <typer.models.OptionInfo object>, ipython_profile: str = <typer.models.OptionInfo object>, list_vector_array: bool = <typer.models.OptionInfo object>, order: int = <typer.models.OptionInfo object>, pickle: str = <typer.models.OptionInfo object>, product: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, plot_err: bool = <typer.models.OptionInfo object>, plot_error_sequence: bool = <typer.models.OptionInfo object>, plot_solutions: bool = <typer.models.OptionInfo object>, reductor: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, test: int = <typer.models.OptionInfo object>)[source]

Thermalblock demo.


pymordemos.thermalblock.reduce_adaptive_greedy(fom, reductor, parameter_space, validation_mus, extension_alg_name, max_extensions, use_error_estimator, rho, gamma, theta, pool)[source]

pymordemos.thermalblock.reduce_greedy(fom, reductor, parameter_space, snapshots_per_block, extension_alg_name, max_extensions, use_error_estimator, pool)[source]

pymordemos.thermalblock.reduce_naive(fom, reductor, parameter_space, basis_size)[source]

pymordemos.thermalblock.reduce_pod(fom, reductor, parameter_space, snapshots_per_block, basis_size)[source]

thermalblock_adaptive module


pymordemos.thermalblock_adaptive.main(rbsize: int = <typer.models.ArgumentInfo object>, cache_region: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, error_estimator: bool = <typer.models.OptionInfo object>, gamma: float = <typer.models.OptionInfo object>, grid: int = <typer.models.OptionInfo object>, ipython_engines: int = <typer.models.OptionInfo object>, ipython_profile: str = <typer.models.OptionInfo object>, list_vector_array: bool = <typer.models.OptionInfo object>, pickle: str = <typer.models.OptionInfo object>, plot_err: bool = <typer.models.OptionInfo object>, plot_solutions: bool = <typer.models.OptionInfo object>, plot_error_sequence: bool = <typer.models.OptionInfo object>, product: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, reductor: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, rho: float = <typer.models.OptionInfo object>, test: int = <typer.models.OptionInfo object>, theta: float = <typer.models.OptionInfo object>, validation_mus: int = <typer.models.OptionInfo object>, visualize_refinement: bool = <typer.models.OptionInfo object>)[source]

Modified thermalblock demo using adaptive greedy basis generation algorithm.

thermalblock_gui module


class pymordemos.thermalblock_gui.AllPanel(parent, reduced_sim, detailed_sim)[source]

Bases: QWidget

Methods

QWidget

acceptDrops, accessibleDescription, accessibleName, actionEvent, actions, activateWindow, addAction, addActions, adjustSize, autoFillBackground, backgroundRole, backingStore, baseSize, changeEvent, childAt, childrenRect, childrenRegion, clearFocus, clearMask, close, closeEvent, contentsMargins, contentsRect, contextMenuEvent, contextMenuPolicy, create, createWindowContainer, createWinId, cursor, destroy, devType, dragEnterEvent, dragLeaveEvent, dragMoveEvent, dropEvent, effectiveWinId, ensurePolished, enterEvent, event, find, focusInEvent, focusNextChild, focusNextPrevChild, focusOutEvent, focusPolicy, focusPreviousChild, focusProxy, focusWidget, font, fontInfo, fontMetrics, foregroundRole, frameGeometry, frameSize, geometry, getContentsMargins, grab, grabGesture, grabKeyboard, grabMouse, grabShortcut, graphicsEffect, graphicsProxyWidget, hasFocus, hasHeightForWidth, hasMouseTracking, hasTabletTracking, height, heightForWidth, hide, hideEvent, initPainter, inputMethodEvent, inputMethodHints, inputMethodQuery, insertAction, insertActions, internalWinId, isActiveWindow, isAncestorOf, isEnabled, isEnabledTo, isEnabledToTLW, isFullScreen, isHidden, isLeftToRight, isMaximized, isMinimized, isModal, isRightToLeft, isTopLevel, isVisible, isVisibleTo, isWindow, isWindowModified, keyboardGrabber, keyPressEvent, keyReleaseEvent, layout, layoutDirection, leaveEvent, locale, lower, mapFrom, mapFromGlobal, mapFromParent, mapTo, mapToGlobal, mapToParent, mask, maximumHeight, maximumSize, maximumWidth, metric, minimumHeight, minimumSize, minimumSizeHint, minimumWidth, mouseDoubleClickEvent, mouseGrabber, mouseMoveEvent, mousePressEvent, mouseReleaseEvent, move, moveEvent, nativeEvent, nativeParentWidget, nextInFocusChain, normalGeometry, overrideWindowFlags, overrideWindowState, paintEngine, paintEvent, palette, parentWidget, pos, previousInFocusChain, raise_, rect, redirected, releaseKeyboard, releaseMouse, releaseShortcut, removeAction, render, repaint, resize, resizeEvent, restoreGeometry, saveGeometry, screen, scroll, setAcceptDrops, setAccessibleDescription, setAccessibleName, setAttribute, setAutoFillBackground, setBackgroundRole, setBaseSize, setContentsMargins, setContextMenuPolicy, setCursor, setDisabled, setEnabled, setFixedHeight, setFixedSize, setFixedWidth, setFocus, setFocusPolicy, setFocusProxy, setFont, setForegroundRole, setGeometry, setGraphicsEffect, setHidden, setInputMethodHints, setLayout, setLayoutDirection, setLocale, setMask, setMaximumHeight, setMaximumSize, setMaximumWidth, setMinimumHeight, setMinimumSize, setMinimumWidth, setMouseTracking, setPalette, setParent, setShortcutAutoRepeat, setShortcutEnabled, setSizeIncrement, setSizePolicy, setStatusTip, setStyle, setStyleSheet, setTabletTracking, setTabOrder, setToolTip, setToolTipDuration, setUpdatesEnabled, setVisible, setWhatsThis, setWindowFilePath, setWindowFlag, setWindowFlags, setWindowIcon, setWindowIconText, setWindowModality, setWindowModified, setWindowOpacity, setWindowRole, setWindowState, setWindowTitle, sharedPainter, show, showEvent, showFullScreen, showMaximized, showMinimized, showNormal, size, sizeHint, sizeIncrement, sizePolicy, stackUnder, statusTip, style, styleSheet, tabletEvent, testAttribute, toolTip, toolTipDuration, topLevelWidget, underMouse, ungrabGesture, unsetCursor, unsetLayoutDirection, unsetLocale, update, updateGeometry, updateMicroFocus, updatesEnabled, visibleRegion, whatsThis, wheelEvent, width, window, windowFilePath, windowFlags, windowHandle, windowIcon, windowIconText, windowModality, windowOpacity, windowRole, windowState, windowTitle, windowType, winId, x, y, __new__

QObject

blockSignals, childEvent, children, connect, connectNotify, customEvent, deleteLater, disconnect, disconnectNotify, dumpObjectInfo, dumpObjectTree, dynamicPropertyNames, emit, eventFilter, findChild, findChildren, inherits, installEventFilter, isSignalConnected, isWidgetType, isWindowType, killTimer, metaObject, moveToThread, objectName, parent, property, receivers, registerUserData, removeEventFilter, sender, senderSignalIndex, setObjectName, setProperty, signalsBlocked, startTimer, thread, timerEvent, tr

QPaintDevice

colorCount, depth, devicePixelRatio, devicePixelRatioF, devicePixelRatioFScale, heightMM, logicalDpiX, logicalDpiY, paintingActive, physicalDpiX, physicalDpiY, widthMM

Attributes

AllPanel

staticMetaObject

QWidget

customContextMenuRequested, DrawChildren, DrawWindowBackground, IgnoreMask, RenderFlag, RenderFlags, windowIconChanged, windowIconTextChanged, windowTitleChanged

QObject

destroyed, objectNameChanged

QPaintDevice

PaintDeviceMetric, painters, PdmDepth, PdmDevicePixelRatio, PdmDevicePixelRatioScaled, PdmDpiX, PdmDpiY, PdmHeight, PdmHeightMM, PdmNumColors, PdmPhysicalDpiX, PdmPhysicalDpiY, PdmWidth, PdmWidthMM


class pymordemos.thermalblock_gui.DetailedSim(*args)[source]

Bases: pymordemos.thermalblock_gui.SimBase

Methods

DetailedSim

solve


class pymordemos.thermalblock_gui.ParamRuler(parent, sim)[source]

Bases: QWidget

Methods

ParamRuler

enable

QWidget

acceptDrops, accessibleDescription, accessibleName, actionEvent, actions, activateWindow, addAction, addActions, adjustSize, autoFillBackground, backgroundRole, backingStore, baseSize, changeEvent, childAt, childrenRect, childrenRegion, clearFocus, clearMask, close, closeEvent, contentsMargins, contentsRect, contextMenuEvent, contextMenuPolicy, create, createWindowContainer, createWinId, cursor, destroy, devType, dragEnterEvent, dragLeaveEvent, dragMoveEvent, dropEvent, effectiveWinId, ensurePolished, enterEvent, event, find, focusInEvent, focusNextChild, focusNextPrevChild, focusOutEvent, focusPolicy, focusPreviousChild, focusProxy, focusWidget, font, fontInfo, fontMetrics, foregroundRole, frameGeometry, frameSize, geometry, getContentsMargins, grab, grabGesture, grabKeyboard, grabMouse, grabShortcut, graphicsEffect, graphicsProxyWidget, hasFocus, hasHeightForWidth, hasMouseTracking, hasTabletTracking, height, heightForWidth, hide, hideEvent, initPainter, inputMethodEvent, inputMethodHints, inputMethodQuery, insertAction, insertActions, internalWinId, isActiveWindow, isAncestorOf, isEnabled, isEnabledTo, isEnabledToTLW, isFullScreen, isHidden, isLeftToRight, isMaximized, isMinimized, isModal, isRightToLeft, isTopLevel, isVisible, isVisibleTo, isWindow, isWindowModified, keyboardGrabber, keyPressEvent, keyReleaseEvent, layout, layoutDirection, leaveEvent, locale, lower, mapFrom, mapFromGlobal, mapFromParent, mapTo, mapToGlobal, mapToParent, mask, maximumHeight, maximumSize, maximumWidth, metric, minimumHeight, minimumSize, minimumSizeHint, minimumWidth, mouseDoubleClickEvent, mouseGrabber, mouseMoveEvent, mousePressEvent, mouseReleaseEvent, move, moveEvent, nativeEvent, nativeParentWidget, nextInFocusChain, normalGeometry, overrideWindowFlags, overrideWindowState, paintEngine, paintEvent, palette, parentWidget, pos, previousInFocusChain, raise_, rect, redirected, releaseKeyboard, releaseMouse, releaseShortcut, removeAction, render, repaint, resize, resizeEvent, restoreGeometry, saveGeometry, screen, scroll, setAcceptDrops, setAccessibleDescription, setAccessibleName, setAttribute, setAutoFillBackground, setBackgroundRole, setBaseSize, setContentsMargins, setContextMenuPolicy, setCursor, setDisabled, setEnabled, setFixedHeight, setFixedSize, setFixedWidth, setFocus, setFocusPolicy, setFocusProxy, setFont, setForegroundRole, setGeometry, setGraphicsEffect, setHidden, setInputMethodHints, setLayout, setLayoutDirection, setLocale, setMask, setMaximumHeight, setMaximumSize, setMaximumWidth, setMinimumHeight, setMinimumSize, setMinimumWidth, setMouseTracking, setPalette, setParent, setShortcutAutoRepeat, setShortcutEnabled, setSizeIncrement, setSizePolicy, setStatusTip, setStyle, setStyleSheet, setTabletTracking, setTabOrder, setToolTip, setToolTipDuration, setUpdatesEnabled, setVisible, setWhatsThis, setWindowFilePath, setWindowFlag, setWindowFlags, setWindowIcon, setWindowIconText, setWindowModality, setWindowModified, setWindowOpacity, setWindowRole, setWindowState, setWindowTitle, sharedPainter, show, showEvent, showFullScreen, showMaximized, showMinimized, showNormal, size, sizeHint, sizeIncrement, sizePolicy, stackUnder, statusTip, style, styleSheet, tabletEvent, testAttribute, toolTip, toolTipDuration, topLevelWidget, underMouse, ungrabGesture, unsetCursor, unsetLayoutDirection, unsetLocale, update, updateGeometry, updateMicroFocus, updatesEnabled, visibleRegion, whatsThis, wheelEvent, width, window, windowFilePath, windowFlags, windowHandle, windowIcon, windowIconText, windowModality, windowOpacity, windowRole, windowState, windowTitle, windowType, winId, x, y, __new__

QObject

blockSignals, childEvent, children, connect, connectNotify, customEvent, deleteLater, disconnect, disconnectNotify, dumpObjectInfo, dumpObjectTree, dynamicPropertyNames, emit, eventFilter, findChild, findChildren, inherits, installEventFilter, isSignalConnected, isWidgetType, isWindowType, killTimer, metaObject, moveToThread, objectName, parent, property, receivers, registerUserData, removeEventFilter, sender, senderSignalIndex, setObjectName, setProperty, signalsBlocked, startTimer, thread, timerEvent, tr

QPaintDevice

colorCount, depth, devicePixelRatio, devicePixelRatioF, devicePixelRatioFScale, heightMM, logicalDpiX, logicalDpiY, paintingActive, physicalDpiX, physicalDpiY, widthMM

Attributes

ParamRuler

staticMetaObject

QWidget

customContextMenuRequested, DrawChildren, DrawWindowBackground, IgnoreMask, RenderFlag, RenderFlags, windowIconChanged, windowIconTextChanged, windowTitleChanged

QObject

destroyed, objectNameChanged

QPaintDevice

PaintDeviceMetric, painters, PdmDepth, PdmDevicePixelRatio, PdmDevicePixelRatioScaled, PdmDpiX, PdmDpiY, PdmHeight, PdmHeightMM, PdmNumColors, PdmPhysicalDpiX, PdmPhysicalDpiY, PdmWidth, PdmWidthMM


class pymordemos.thermalblock_gui.RBGui(*args)[source]

Bases: QMainWindow

Methods

QMainWindow

addDockWidget, addToolBar, addToolBarBreak, centralWidget, contextMenuEvent, corner, createPopupMenu, dockOptions, dockWidgetArea, documentMode, event, iconSize, insertToolBar, insertToolBarBreak, isAnimated, isDockNestingEnabled, isSeparator, menuBar, menuWidget, removeDockWidget, removeToolBar, removeToolBarBreak, resizeDocks, restoreDockWidget, restoreState, saveState, setAnimated, setCentralWidget, setCorner, setDockNestingEnabled, setDockOptions, setDocumentMode, setIconSize, setMenuBar, setMenuWidget, setStatusBar, setTabPosition, setTabShape, setToolButtonStyle, setUnifiedTitleAndToolBarOnMac, splitDockWidget, statusBar, tabifiedDockWidgets, tabifyDockWidget, tabPosition, tabShape, takeCentralWidget, toolBarArea, toolBarBreak, toolButtonStyle, unifiedTitleAndToolBarOnMac, __new__

QWidget

acceptDrops, accessibleDescription, accessibleName, actionEvent, actions, activateWindow, addAction, addActions, adjustSize, autoFillBackground, backgroundRole, backingStore, baseSize, changeEvent, childAt, childrenRect, childrenRegion, clearFocus, clearMask, close, closeEvent, contentsMargins, contentsRect, contextMenuPolicy, create, createWindowContainer, createWinId, cursor, destroy, devType, dragEnterEvent, dragLeaveEvent, dragMoveEvent, dropEvent, effectiveWinId, ensurePolished, enterEvent, find, focusInEvent, focusNextChild, focusNextPrevChild, focusOutEvent, focusPolicy, focusPreviousChild, focusProxy, focusWidget, font, fontInfo, fontMetrics, foregroundRole, frameGeometry, frameSize, geometry, getContentsMargins, grab, grabGesture, grabKeyboard, grabMouse, grabShortcut, graphicsEffect, graphicsProxyWidget, hasFocus, hasHeightForWidth, hasMouseTracking, hasTabletTracking, height, heightForWidth, hide, hideEvent, initPainter, inputMethodEvent, inputMethodHints, inputMethodQuery, insertAction, insertActions, internalWinId, isActiveWindow, isAncestorOf, isEnabled, isEnabledTo, isEnabledToTLW, isFullScreen, isHidden, isLeftToRight, isMaximized, isMinimized, isModal, isRightToLeft, isTopLevel, isVisible, isVisibleTo, isWindow, isWindowModified, keyboardGrabber, keyPressEvent, keyReleaseEvent, layout, layoutDirection, leaveEvent, locale, lower, mapFrom, mapFromGlobal, mapFromParent, mapTo, mapToGlobal, mapToParent, mask, maximumHeight, maximumSize, maximumWidth, metric, minimumHeight, minimumSize, minimumSizeHint, minimumWidth, mouseDoubleClickEvent, mouseGrabber, mouseMoveEvent, mousePressEvent, mouseReleaseEvent, move, moveEvent, nativeEvent, nativeParentWidget, nextInFocusChain, normalGeometry, overrideWindowFlags, overrideWindowState, paintEngine, paintEvent, palette, parentWidget, pos, previousInFocusChain, raise_, rect, redirected, releaseKeyboard, releaseMouse, releaseShortcut, removeAction, render, repaint, resize, resizeEvent, restoreGeometry, saveGeometry, screen, scroll, setAcceptDrops, setAccessibleDescription, setAccessibleName, setAttribute, setAutoFillBackground, setBackgroundRole, setBaseSize, setContentsMargins, setContextMenuPolicy, setCursor, setDisabled, setEnabled, setFixedHeight, setFixedSize, setFixedWidth, setFocus, setFocusPolicy, setFocusProxy, setFont, setForegroundRole, setGeometry, setGraphicsEffect, setHidden, setInputMethodHints, setLayout, setLayoutDirection, setLocale, setMask, setMaximumHeight, setMaximumSize, setMaximumWidth, setMinimumHeight, setMinimumSize, setMinimumWidth, setMouseTracking, setPalette, setParent, setShortcutAutoRepeat, setShortcutEnabled, setSizeIncrement, setSizePolicy, setStatusTip, setStyle, setStyleSheet, setTabletTracking, setTabOrder, setToolTip, setToolTipDuration, setUpdatesEnabled, setVisible, setWhatsThis, setWindowFilePath, setWindowFlag, setWindowFlags, setWindowIcon, setWindowIconText, setWindowModality, setWindowModified, setWindowOpacity, setWindowRole, setWindowState, setWindowTitle, sharedPainter, show, showEvent, showFullScreen, showMaximized, showMinimized, showNormal, size, sizeHint, sizeIncrement, sizePolicy, stackUnder, statusTip, style, styleSheet, tabletEvent, testAttribute, toolTip, toolTipDuration, topLevelWidget, underMouse, ungrabGesture, unsetCursor, unsetLayoutDirection, unsetLocale, update, updateGeometry, updateMicroFocus, updatesEnabled, visibleRegion, whatsThis, wheelEvent, width, window, windowFilePath, windowFlags, windowHandle, windowIcon, windowIconText, windowModality, windowOpacity, windowRole, windowState, windowTitle, windowType, winId, x, y

QObject

blockSignals, childEvent, children, connect, connectNotify, customEvent, deleteLater, disconnect, disconnectNotify, dumpObjectInfo, dumpObjectTree, dynamicPropertyNames, emit, eventFilter, findChild, findChildren, inherits, installEventFilter, isSignalConnected, isWidgetType, isWindowType, killTimer, metaObject, moveToThread, objectName, parent, property, receivers, registerUserData, removeEventFilter, sender, senderSignalIndex, setObjectName, setProperty, signalsBlocked, startTimer, thread, timerEvent, tr

QPaintDevice

colorCount, depth, devicePixelRatio, devicePixelRatioF, devicePixelRatioFScale, heightMM, logicalDpiX, logicalDpiY, paintingActive, physicalDpiX, physicalDpiY, widthMM

Attributes

RBGui

staticMetaObject

QMainWindow

AllowNestedDocks, AllowTabbedDocks, AnimatedDocks, DockOption, DockOptions, ForceTabbedDocks, GroupedDragging, iconSizeChanged, tabifiedDockWidgetActivated, toolButtonStyleChanged, VerticalTabs

QWidget

customContextMenuRequested, DrawChildren, DrawWindowBackground, IgnoreMask, RenderFlag, RenderFlags, windowIconChanged, windowIconTextChanged, windowTitleChanged

QObject

destroyed, objectNameChanged

QPaintDevice

PaintDeviceMetric, painters, PdmDepth, PdmDevicePixelRatio, PdmDevicePixelRatioScaled, PdmDpiX, PdmDpiY, PdmHeight, PdmHeightMM, PdmNumColors, PdmPhysicalDpiX, PdmPhysicalDpiY, PdmWidth, PdmWidthMM


class pymordemos.thermalblock_gui.ReducedSim(*args)[source]

Bases: pymordemos.thermalblock_gui.SimBase

Methods

ReducedSim

solve


class pymordemos.thermalblock_gui.SimBase(xblocks, yblocks, snapshots, rbsize, grid, product)[source]

Bases: object


class pymordemos.thermalblock_gui.SimPanel(parent, sim)[source]

Bases: QWidget

Methods

SimPanel

solve_update

QWidget

acceptDrops, accessibleDescription, accessibleName, actionEvent, actions, activateWindow, addAction, addActions, adjustSize, autoFillBackground, backgroundRole, backingStore, baseSize, changeEvent, childAt, childrenRect, childrenRegion, clearFocus, clearMask, close, closeEvent, contentsMargins, contentsRect, contextMenuEvent, contextMenuPolicy, create, createWindowContainer, createWinId, cursor, destroy, devType, dragEnterEvent, dragLeaveEvent, dragMoveEvent, dropEvent, effectiveWinId, ensurePolished, enterEvent, event, find, focusInEvent, focusNextChild, focusNextPrevChild, focusOutEvent, focusPolicy, focusPreviousChild, focusProxy, focusWidget, font, fontInfo, fontMetrics, foregroundRole, frameGeometry, frameSize, geometry, getContentsMargins, grab, grabGesture, grabKeyboard, grabMouse, grabShortcut, graphicsEffect, graphicsProxyWidget, hasFocus, hasHeightForWidth, hasMouseTracking, hasTabletTracking, height, heightForWidth, hide, hideEvent, initPainter, inputMethodEvent, inputMethodHints, inputMethodQuery, insertAction, insertActions, internalWinId, isActiveWindow, isAncestorOf, isEnabled, isEnabledTo, isEnabledToTLW, isFullScreen, isHidden, isLeftToRight, isMaximized, isMinimized, isModal, isRightToLeft, isTopLevel, isVisible, isVisibleTo, isWindow, isWindowModified, keyboardGrabber, keyPressEvent, keyReleaseEvent, layout, layoutDirection, leaveEvent, locale, lower, mapFrom, mapFromGlobal, mapFromParent, mapTo, mapToGlobal, mapToParent, mask, maximumHeight, maximumSize, maximumWidth, metric, minimumHeight, minimumSize, minimumSizeHint, minimumWidth, mouseDoubleClickEvent, mouseGrabber, mouseMoveEvent, mousePressEvent, mouseReleaseEvent, move, moveEvent, nativeEvent, nativeParentWidget, nextInFocusChain, normalGeometry, overrideWindowFlags, overrideWindowState, paintEngine, paintEvent, palette, parentWidget, pos, previousInFocusChain, raise_, rect, redirected, releaseKeyboard, releaseMouse, releaseShortcut, removeAction, render, repaint, resize, resizeEvent, restoreGeometry, saveGeometry, screen, scroll, setAcceptDrops, setAccessibleDescription, setAccessibleName, setAttribute, setAutoFillBackground, setBackgroundRole, setBaseSize, setContentsMargins, setContextMenuPolicy, setCursor, setDisabled, setEnabled, setFixedHeight, setFixedSize, setFixedWidth, setFocus, setFocusPolicy, setFocusProxy, setFont, setForegroundRole, setGeometry, setGraphicsEffect, setHidden, setInputMethodHints, setLayout, setLayoutDirection, setLocale, setMask, setMaximumHeight, setMaximumSize, setMaximumWidth, setMinimumHeight, setMinimumSize, setMinimumWidth, setMouseTracking, setPalette, setParent, setShortcutAutoRepeat, setShortcutEnabled, setSizeIncrement, setSizePolicy, setStatusTip, setStyle, setStyleSheet, setTabletTracking, setTabOrder, setToolTip, setToolTipDuration, setUpdatesEnabled, setVisible, setWhatsThis, setWindowFilePath, setWindowFlag, setWindowFlags, setWindowIcon, setWindowIconText, setWindowModality, setWindowModified, setWindowOpacity, setWindowRole, setWindowState, setWindowTitle, sharedPainter, show, showEvent, showFullScreen, showMaximized, showMinimized, showNormal, size, sizeHint, sizeIncrement, sizePolicy, stackUnder, statusTip, style, styleSheet, tabletEvent, testAttribute, toolTip, toolTipDuration, topLevelWidget, underMouse, ungrabGesture, unsetCursor, unsetLayoutDirection, unsetLocale, update, updateGeometry, updateMicroFocus, updatesEnabled, visibleRegion, whatsThis, wheelEvent, width, window, windowFilePath, windowFlags, windowHandle, windowIcon, windowIconText, windowModality, windowOpacity, windowRole, windowState, windowTitle, windowType, winId, x, y, __new__

QObject

blockSignals, childEvent, children, connect, connectNotify, customEvent, deleteLater, disconnect, disconnectNotify, dumpObjectInfo, dumpObjectTree, dynamicPropertyNames, emit, eventFilter, findChild, findChildren, inherits, installEventFilter, isSignalConnected, isWidgetType, isWindowType, killTimer, metaObject, moveToThread, objectName, parent, property, receivers, registerUserData, removeEventFilter, sender, senderSignalIndex, setObjectName, setProperty, signalsBlocked, startTimer, thread, timerEvent, tr

QPaintDevice

colorCount, depth, devicePixelRatio, devicePixelRatioF, devicePixelRatioFScale, heightMM, logicalDpiX, logicalDpiY, paintingActive, physicalDpiX, physicalDpiY, widthMM

Attributes

SimPanel

staticMetaObject

QWidget

customContextMenuRequested, DrawChildren, DrawWindowBackground, IgnoreMask, RenderFlag, RenderFlags, windowIconChanged, windowIconTextChanged, windowTitleChanged

QObject

destroyed, objectNameChanged

QPaintDevice

PaintDeviceMetric, painters, PdmDepth, PdmDevicePixelRatio, PdmDevicePixelRatioScaled, PdmDpiX, PdmDpiY, PdmHeight, PdmHeightMM, PdmNumColors, PdmPhysicalDpiX, PdmPhysicalDpiY, PdmWidth, PdmWidthMM


pymordemos.thermalblock_gui.main(xblocks: int = <typer.models.ArgumentInfo object>, yblocks: int = <typer.models.ArgumentInfo object>, snapshots: int = <typer.models.ArgumentInfo object>, rbsize: int = <typer.models.ArgumentInfo object>, grid: int = <typer.models.OptionInfo object>, product: pymor.tools.typer.Choices = <typer.models.OptionInfo object>, testing: bool = <typer.models.OptionInfo object>)[source]

Thermalblock demo with GUI.

thermalblock_simple module

Simplified version of the thermalblock demo.

Usage:

thermalblock_simple.py MODEL ALG SNAPSHOTS RBSIZE TEST

Arguments:


pymordemos.thermalblock_simple.discretize_fenics()[source]

pymordemos.thermalblock_simple.discretize_ngsolve()[source]

pymordemos.thermalblock_simple.discretize_pymor()[source]

pymordemos.thermalblock_simple.discretize_pymor_text()[source]

pymordemos.thermalblock_simple.main(model: pymor.tools.typer.Choices = <typer.models.ArgumentInfo object>, alg: pymor.tools.typer.Choices = <typer.models.ArgumentInfo object>, snapshots: int = <typer.models.ArgumentInfo object>, rbsize: int = <typer.models.ArgumentInfo object>, test: int = <typer.models.ArgumentInfo object>)[source]

pymordemos.thermalblock_simple.reduce_adaptive_greedy(fom, reductor, parameter_space, validation_mus, basis_size)[source]

pymordemos.thermalblock_simple.reduce_greedy(fom, reductor, parameter_space, snapshots, basis_size)[source]

pymordemos.thermalblock_simple.reduce_naive(fom, reductor, parameter_space, basis_size)[source]

pymordemos.thermalblock_simple.reduce_pod(fom, reductor, parameter_space, snapshots, basis_size)[source]