diff --git a/css/mpl_widget.css b/css/mpl_widget.css index 3ffa25e6..cc58ab88 100644 --- a/css/mpl_widget.css +++ b/css/mpl_widget.css @@ -7,7 +7,13 @@ /* Toolbar */ .jupyter-matplotlib-toolbar { + position: absolute; overflow: visible; + z-index: 100; +} + +.jupyter-matplotlib-toolbar-fadein-fadeout { + transition: visibility 0.5s linear, opacity 0.5s linear; } .jupyter-matplotlib-button { @@ -18,9 +24,12 @@ /* Figure */ .jupyter-matplotlib-figure { - width: auto; + width: fit-content; height: auto; overflow: hidden; + display: flex; + flex-direction: column; + align-items: center; } .jupyter-matplotlib-canvas-container { @@ -32,6 +41,13 @@ flex: 1 1 auto; } -.jupyter-matplotlib-canvas-div:focus { - outline: 1px solid var(--jp-widgets-input-focus-border-color); +.jupyter-matplotlib-header { + width: 100%; + text-align: center; +} + +.jupyter-matplotlib-footer { + width: 100%; + text-align: center; + min-height: var(--jp-widgets-inline-height); } diff --git a/examples/ipympl.ipynb b/examples/ipympl.ipynb index 88862b9f..7fb5fcea 100644 --- a/examples/ipympl.ipynb +++ b/examples/ipympl.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -28,25 +28,9 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "da9392a7deca46528785575f536a0390", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# Testing matplotlib interactions with a simple plot\n", "fig = plt.figure()\n", @@ -59,8 +43,28 @@ "metadata": {}, "outputs": [], "source": [ - "fig.canvas.toolbar_visible = False\n", - "fig.canvas.header_visible = False # Hide the Figure name at the top of the figure" + "# Always hide the toolbar\n", + "fig.canvas.toolbar_visible = False" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Put it back to its default\n", + "fig.canvas.toolbar_visible = 'fade-in-fade-out'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Change the toolbar position\n", + "fig.canvas.toolbar_position = 'top'" ] }, { @@ -69,6 +73,17 @@ "metadata": {}, "outputs": [], "source": [ + "# Hide the Figure name at the top of the figure\n", + "fig.canvas.header_visible = False" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Hide the footer\n", "fig.canvas.footer_visible = False" ] }, @@ -78,6 +93,7 @@ "metadata": {}, "outputs": [], "source": [ + "# Disable the resizing feature\n", "fig.canvas.resizable = False" ] }, @@ -100,24 +116,9 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "ecf77311c8e147e091aab964414ed5bf", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "fig.canvas.toolbar_visible = True\n", "display(fig.canvas)" @@ -148,25 +149,9 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "7f3a8fecdab642ee92ad7b7411791d54", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "from mpl_toolkits.mplot3d import axes3d\n", "\n", @@ -191,25 +176,9 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8b2c7c7761cf4d7bae1995460c2d9c09", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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", - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "# A more complex example from the matplotlib gallery\n", "np.random.seed(0)\n", @@ -497,11 +466,510 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.0" }, "widgets": { "application/vnd.jupyter.widget-state+json": { - "state": {}, + "state": { + "0f81ff97e38a42bc817642be40a5b088": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + }, + "1d8e39aba26f489797103338f306e335": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + }, + "1efdc4bda5354ce6bcbc85ca819d73b8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + }, + "24e2ab8df2aa4054a422b6eb7d7859e9": { + "model_module": "jupyter-matplotlib", + "model_module_version": "^0.10.2", + "model_name": "ToolbarModel", + "state": { + "layout": "IPY_MODEL_c4d45a8399c743b7add76e74f0adb826", + "toolitems": [ + [ + "Home", + "Reset original view", + "home", + "home" + ], + [ + "Back", + "Back to previous view", + "arrow-left", + "back" + ], + [ + "Forward", + "Forward to next view", + "arrow-right", + "forward" + ], + [ + "Pan", + "Left button pans, Right button zooms\nx/y fixes axis, CTRL fixes aspect", + "arrows", + "pan" + ], + [ + "Zoom", + "Zoom to rectangle\nx/y fixes axis", + "square-o", + "zoom" + ], + [ + "Download", + "Download plot", + "floppy-o", + "save_figure" + ] + ] + } + }, + "279f0e40c16545c5bcb022a49094102e": { + "model_module": "jupyter-matplotlib", + "model_module_version": "^0.10.2", + "model_name": "MPLCanvasModel", + "state": { + "_cursor": "default", + "_data_url": 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", 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", + "_figure_label": "Figure 1", + "_size": [ + 932, + 409 + ], + "layout": "IPY_MODEL_8f46a27a21324c5baac56bd42b7bda15", + "toolbar": "IPY_MODEL_7feed35324274f078384bd8b165dc7da", + "toolbar_position": "left" + } + }, + "c4d45a8399c743b7add76e74f0adb826": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + }, + "cc665d7c08fd495fa15fd9c6b72149db": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + }, + "d6ca011c6b4848fca4f54792db6e1810": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": {} + } + }, "version_major": 2, "version_minor": 0 } diff --git a/ipympl/backend_nbagg.py b/ipympl/backend_nbagg.py index 344c560b..15813bba 100644 --- a/ipympl/backend_nbagg.py +++ b/ipympl/backend_nbagg.py @@ -2,6 +2,7 @@ import sys import types +from warnings import warn # In the case of a pyodide context (JupyterLite) # we mock Tornado, as it cannot be imported and would @@ -54,6 +55,7 @@ Tuple, Unicode, default, + observe, ) from ._version import js_semver @@ -99,15 +101,19 @@ class Toolbar(DOMWidget, NavigationToolbar2WebAgg): _view_name = Unicode('ToolbarView').tag(sync=True) toolitems = List().tag(sync=True) - orientation = Enum(['horizontal', 'vertical'], default_value='vertical').tag( - sync=True - ) button_style = CaselessStrEnum( values=['primary', 'success', 'info', 'warning', 'danger', ''], default_value='', help="""Use a predefined styling for the button.""", ).tag(sync=True) + + ####### + # Those traits are deprecated + orientation = Enum(['horizontal', 'vertical'], default_value='vertical').tag( + sync=True + ) collapsed = Bool(True).tag(sync=True) + ####### _current_action = Enum(values=['pan', 'zoom', ''], default_value='').tag(sync=True) @@ -153,6 +159,23 @@ def _default_toolitems(self): if icon_name in icons ] + def __getattr__(self, name): + if name in ['orientation', 'collapsed']: + warn( + "The Toolbar properties 'orientation' and 'collapsed' are deprecated." + "Accessing them will raise an error in a coming ipympl release", + DeprecationWarning, + ) + + return super().__getattr__(name) + + @observe('orientation', 'collapsed') + def _on_orientation_collapsed_changed(self, change): + warn( + "The Toolbar properties 'orientation' and 'collapsed' are deprecated.", + DeprecationWarning, + ) + class Canvas(DOMWidget, FigureCanvasWebAggCore): @@ -165,7 +188,10 @@ class Canvas(DOMWidget, FigureCanvasWebAggCore): _view_name = Unicode('MPLCanvasView').tag(sync=True) toolbar = Instance(Toolbar, allow_none=True).tag(sync=True, **widget_serialization) - toolbar_visible = Bool(True).tag(sync=True) + toolbar_visible = Enum( + ['visible', 'hidden', 'fade-in-fade-out', True, False], + default_value='fade-in-fade-out', + ).tag(sync=True) toolbar_position = Enum( ['top', 'bottom', 'left', 'right'], default_value='left' ).tag(sync=True) diff --git a/package.json b/package.json index dedbf08a..a055defe 100644 --- a/package.json +++ b/package.json @@ -9,7 +9,7 @@ "files": [ "lib/**/*.js", "dist/*.js", - "src/**/*.css" + "css/*.css" ], "repository": { "type": "git", diff --git a/src/mpl_widget.ts b/src/mpl_widget.ts index 51cf184f..5b92366e 100644 --- a/src/mpl_widget.ts +++ b/src/mpl_widget.ts @@ -12,6 +12,8 @@ import * as utils from './utils'; import { MODULE_VERSION } from './version'; +import { ToolbarView } from './toolbar_widget'; + export class MPLCanvasModel extends DOMWidgetModel { offscreen_canvas: HTMLCanvasElement; offscreen_context: CanvasRenderingContext2D; @@ -33,7 +35,7 @@ export class MPLCanvasModel extends DOMWidgetModel { header_visible: true, footer_visible: true, toolbar: null, - toolbar_visible: true, + toolbar_visible: 'fade-in-fade-out', toolbar_position: 'horizontal', resizable: true, capture_scroll: false, @@ -362,7 +364,7 @@ export class MPLCanvasView extends DOMWidgetView { canvas_div: HTMLDivElement; canvas: HTMLCanvasElement; header: HTMLDivElement; - toolbar_view: DOMWidgetView; + toolbar_view: ToolbarView; resize_handle_size: number; resizing: boolean; context: CanvasRenderingContext2D; @@ -374,21 +376,20 @@ export class MPLCanvasView extends DOMWidgetView { private _resize_event: (event: MouseEvent) => void; private _stop_resize_event: () => void; - render() { + async render() { this.resizing = false; this.resize_handle_size = 20; + this.el.classList.add('jupyter-matplotlib'); + this.figure = document.createElement('div'); - this.figure.classList.add( - 'jupyter-matplotlib-figure', - 'jupyter-widgets', - 'widget-container', - 'widget-box', - 'widget-vbox' - ); + this.figure.classList.add('jupyter-matplotlib-figure'); + + this.el.appendChild(this.figure); this._init_header(); this._init_canvas(); + await this._init_toolbar(); this._init_footer(); this._resize_event = this.resize_event.bind(this); @@ -396,19 +397,14 @@ export class MPLCanvasView extends DOMWidgetView { window.addEventListener('mousemove', this._resize_event); window.addEventListener('mouseup', this._stop_resize_event); - return this.create_child_view(this.model.get('toolbar')).then( - (toolbar_view) => { - this.toolbar_view = toolbar_view; - - this._update_toolbar_position(); - - this._update_header_visible(); - this._update_footer_visible(); - this._update_toolbar_visible(); + this.figure.addEventListener('mouseenter', () => { + this.toolbar_view.fade_in(); + }); + this.figure.addEventListener('mouseleave', () => { + this.toolbar_view.fade_out(); + }); - this.model_events(); - } - ); + this.model_events(); } model_events() { @@ -449,64 +445,23 @@ export class MPLCanvasView extends DOMWidgetView { } _update_toolbar_visible() { - this.toolbar_view.el.style.display = this.model.get('toolbar_visible') - ? '' - : 'none'; + this.toolbar_view.set_visibility(this.model.get('toolbar_visible')); } _update_toolbar_position() { - const toolbar_position = this.model.get('toolbar_position'); - if (toolbar_position === 'top' || toolbar_position === 'bottom') { - this.el.classList.add( - 'jupyter-widgets', - 'widget-container', - 'widget-box', - 'widget-vbox', - 'jupyter-matplotlib' - ); - this.model.get('toolbar').set('orientation', 'horizontal'); - - this.clear(); - - if (toolbar_position === 'top') { - this.el.appendChild(this.toolbar_view.el); - this.el.appendChild(this.figure); - } else { - this.el.appendChild(this.figure); - this.el.appendChild(this.toolbar_view.el); - } - } else { - this.el.classList.add( - 'jupyter-widgets', - 'widget-container', - 'widget-box', - 'widget-hbox', - 'jupyter-matplotlib' - ); - this.model.get('toolbar').set('orientation', 'vertical'); - - this.clear(); - - if (toolbar_position === 'left') { - this.el.appendChild(this.toolbar_view.el); - this.el.appendChild(this.figure); - } else { - this.el.appendChild(this.figure); - this.el.appendChild(this.toolbar_view.el); - } - } - } - - clear() { - while (this.el.firstChild) { - this.el.removeChild(this.el.firstChild); - } + this.model + .get('toolbar') + .set('position', this.model.get('toolbar_position')); } _init_header() { this.header = document.createElement('div'); - this.header.style.textAlign = 'center'; - this.header.classList.add('jupyter-widgets', 'widget-label'); + this.header.classList.add( + 'jupyter-widgets', + 'widget-label', + 'jupyter-matplotlib-header' + ); + this._update_header_visible(); this._update_figure_label(); this.figure.appendChild(this.header); } @@ -603,6 +558,17 @@ export class MPLCanvasView extends DOMWidgetView { this.resize_and_update_canvas(this.model.size); } + async _init_toolbar() { + this.toolbar_view = (await this.create_child_view( + this.model.get('toolbar') + )) as ToolbarView; + + this.figure.appendChild(this.toolbar_view.el); + + this._update_toolbar_position(); + this._update_toolbar_visible(); + } + /* * Update the canvas view */ @@ -698,8 +664,12 @@ export class MPLCanvasView extends DOMWidgetView { _init_footer() { this.footer = document.createElement('div'); - this.footer.style.textAlign = 'center'; - this.footer.classList.add('jupyter-widgets', 'widget-label'); + this.footer.classList.add( + 'jupyter-widgets', + 'widget-label', + 'jupyter-matplotlib-footer' + ); + this._update_footer_visible(); this._update_message(); this.figure.appendChild(this.footer); } diff --git a/src/toolbar_widget.ts b/src/toolbar_widget.ts index 7dba3407..87fefa9b 100644 --- a/src/toolbar_widget.ts +++ b/src/toolbar_widget.ts @@ -2,6 +2,8 @@ import { DOMWidgetModel, DOMWidgetView } from '@jupyter-widgets/base'; import { MODULE_VERSION } from './version'; +import '../css/mpl_widget.css'; + export class ToolbarModel extends DOMWidgetModel { defaults() { return { @@ -13,18 +15,17 @@ export class ToolbarModel extends DOMWidgetModel { _model_module_version: '^' + MODULE_VERSION, _view_module_version: '^' + MODULE_VERSION, toolitems: [], - orientation: 'vertical', + position: 'left', button_style: '', - collapsed: true, _current_action: '', }; } } export class ToolbarView extends DOMWidgetView { - toggle_button: HTMLButtonElement; toolbar: HTMLDivElement; buttons: { [index: string]: HTMLButtonElement }; + visibility: 'visible' | 'hidden' | 'fade-in-fade-out' = 'fade-in-fade-out'; initialize(parameters: any) { super.initialize(parameters); @@ -40,6 +41,9 @@ export class ToolbarView extends DOMWidgetView { 'widget-box' ); + // Fade-in/fade-out mode by default, the figure will decide + this.set_visibility('fade-in-fade-out'); + this.create_toolbar(); this.model_events(); } @@ -47,30 +51,10 @@ export class ToolbarView extends DOMWidgetView { create_toolbar(): void { const toolbar_items = this.model.get('toolitems'); - this.toggle_button = document.createElement('button'); - - this.toggle_button.classList.add( - 'jupyter-matplotlib-button', - 'jupyter-widgets', - 'jupyter-button' - ); - this.toggle_button.setAttribute('href', '#'); - this.toggle_button.setAttribute('title', 'Toggle Interaction'); - this.toggle_button.style.outline = 'none'; - this.toggle_button.addEventListener('click', () => { - this.model.set('collapsed', !this.model.get('collapsed')); - this.model.save_changes(); - }); - - const icon = document.createElement('i'); - icon.classList.add('center', 'fa', 'fa-fw', 'fa-bars'); - this.toggle_button.appendChild(icon); - - this.el.appendChild(this.toggle_button); this.toolbar = document.createElement('div'); this.toolbar.classList.add('widget-container', 'widget-box'); this.el.appendChild(this.toolbar); - this.buttons = { toggle_button: this.toggle_button }; + this.buttons = {}; for (const toolbar_ind in toolbar_items) { const name = toolbar_items[toolbar_ind][0]; @@ -104,8 +88,7 @@ export class ToolbarView extends DOMWidgetView { this.toolbar.appendChild(button); } - this.set_orientation(this.el); - this.set_orientation(this.toolbar); + this.set_position(); this.set_buttons_style(); this.update_disabled(); @@ -117,20 +100,45 @@ export class ToolbarView extends DOMWidgetView { update_disabled(): void { // Disable buttons - this.toggle_button.disabled = this.disabled; if (this.disabled) { this.toolbar.style.display = 'none'; } } - set_orientation(el: HTMLElement): void { - const orientation = this.model.get('orientation'); - if (orientation === 'vertical') { - el.classList.remove('widget-hbox'); - el.classList.add('widget-vbox'); + set_position(): void { + const position = this.model.get('position'); + if (position === 'left' || position === 'right') { + this.el.classList.remove('widget-hbox'); + this.el.classList.add('widget-vbox'); + this.toolbar.classList.remove('widget-hbox'); + this.toolbar.classList.add('widget-vbox'); + + this.el.style.top = '3%'; + this.el.style.bottom = 'auto'; + + if (position === 'left') { + this.el.style.left = '3%'; + this.el.style.right = 'auto'; + } else { + this.el.style.left = 'auto'; + this.el.style.right = '3%'; + } } else { - el.classList.add('widget-hbox'); - el.classList.remove('widget-vbox'); + this.el.classList.add('widget-hbox'); + this.el.classList.remove('widget-vbox'); + this.toolbar.classList.add('widget-hbox'); + this.toolbar.classList.remove('widget-vbox'); + + this.el.style.right = '3%'; + this.el.style.left = 'auto'; + + if (position === 'top') { + this.el.style.top = '3%'; + this.el.style.bottom = 'auto'; + } else { + this.el.style.top = 'auto'; + this.el.style.bottom = '3%'; + } } } @@ -153,6 +161,59 @@ export class ToolbarView extends DOMWidgetView { }; } + set_visibility( + value: 'visible' | 'hidden' | 'fade-in-fade-out' | boolean + ): void { + // For backward compatibility with the old API + if (typeof value === 'boolean') { + value = value ? 'visible' : 'hidden'; + } + + this.visibility = value; + + if (value === 'fade-in-fade-out') { + this.el.classList.add('jupyter-matplotlib-toolbar-fadein-fadeout'); + + // Hide it by default + this.el.style.visibility = 'hidden'; + this.el.style.opacity = '0'; + return; + } + + this.el.classList.remove('jupyter-matplotlib-toolbar-fadein-fadeout'); + + // Always visible + if (value === 'visible') { + this.el.style.visibility = 'visible'; + this.el.style.opacity = '1'; + return; + } + + // Always hidden + this.el.style.visibility = 'hidden'; + this.el.style.opacity = '0'; + } + + fade_in(): void { + // This is a no-op if we are not in fade-in/fade-out mode + if (this.visibility !== 'fade-in-fade-out') { + return; + } + + this.el.style.visibility = 'visible'; + this.el.style.opacity = '1'; + } + + fade_out(): void { + // This is a no-op if we are not in fade-in/fade-out mode + if (this.visibility !== 'fade-in-fade-out') { + return; + } + + this.el.style.visibility = 'hidden'; + this.el.style.opacity = '0'; + } + set_buttons_style(): void { const class_map: { [index: string]: any } = { primary: ['mod-primary'], @@ -181,22 +242,12 @@ export class ToolbarView extends DOMWidgetView { } } - update_collapsed(): void { - this.toolbar.style.display = this.model.get('collapsed') ? '' : 'none'; - } - model_events(): void { - this.model.on('change:orientation', this.update_orientation.bind(this)); + this.model.on('change:position', this.set_position.bind(this)); this.model.on_some_change( ['button_style', '_current_action'], this.set_buttons_style, this ); - this.model.on('change:collapsed', this.update_collapsed.bind(this)); - } - - update_orientation(): void { - this.set_orientation(this.el); - this.set_orientation(this.toolbar); } } diff --git a/ui-tests/reference-output/screenshots/ipympl_ipynb_cell_0.png b/ui-tests/reference-output/screenshots/ipympl_ipynb_cell_0.png index 51594c15..c335c20e 100644 Binary files a/ui-tests/reference-output/screenshots/ipympl_ipynb_cell_0.png and b/ui-tests/reference-output/screenshots/ipympl_ipynb_cell_0.png differ diff --git a/ui-tests/reference-output/screenshots/ipympl_ipynb_cell_1.png b/ui-tests/reference-output/screenshots/ipympl_ipynb_cell_1.png index 0b86d856..1516cd4f 100644 Binary files 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a/ui-tests/tests/notebooks/ipympl_update.ipynb +++ b/ui-tests/tests/notebooks/ipympl_update.ipynb @@ -25,6 +25,136 @@ "source": [ "plt.plot(np.cos(np.linspace(0, 20, 100)));" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0fa1c916", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar_visible = True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "71e4cfb2", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar_position = 'top'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "50b6b56b", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar_position = 'bottom'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cb665cf", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar_position = 'right'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cd50c8c", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar_position = 'left'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "13428bb2", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar.button_style = 'warning'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6777ad81", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar.button_style = 'info'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "717a1355", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar.button_style = 'danger'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7f75d4cf", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar.button_style = 'success'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54b8dcac", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.toolbar.button_style = ''" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0d86fce3", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.header_visible = False" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e665d801", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.footer_visible = False" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3c06d387", + "metadata": {}, + "outputs": [], + "source": [ + "fig.canvas.resizable = False" + ] } ], "metadata": { @@ -43,7 +173,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.0" } }, "nbformat": 4,