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This enables you to insert a further `grid` into a component's space on the page, +allowing for more granular control by breaking the overall page grid into subgrids. + +Here are a few cases where you might want to use a `Container` instead of `Page.layout`: + +- If you want to split up your grid into subgrids to organize components together +- If you want to add a title to your subgrids +- If you want different row and column spacing between subgrids +- If you want to apply controls to selected subgrids (will be supported soon) + + +## Basic Containers To add a [`Container`][vizro.models.Container] to your page, do the following: -1. Insert the [`Container`][vizro.models.Container] into the `components` argument of the [`Page`][vizro.models.Page] -2. Provide a `title` to your [`Container`][vizro.models.Container] +1. Insert the `Container` into the `components` argument of the [`Page`][vizro.models.Page] +2. Provide a `title` to your `Container` 3. Configure your `components`, see our overview page on the various options [here](components.md) -4. (optional) Configure your `layout` , see our guide on [Layouts](layouts.md) +4. (optional) Configure your `layout` , see our guide on [`Layout`](layouts.md) !!! example "Container" === "app.py" @@ -21,18 +44,28 @@ To add a [`Container`][vizro.models.Container] to your page, do the following: page = vm.Page( title="Containers", - components=[ + components=[ # (1)! vm.Container( title="Container I", - layout=vm.Layout(grid=[[0, 1]]), + layout=vm.Layout(grid=[[0, 1]]), # (2)! components=[ vm.Graph( figure=px.scatter( - iris, x="sepal_length", y="petal_width", color="species", title="Container I - Scatter" + iris, + x="sepal_length", + y="petal_width", + color="species", + title="Container I - Scatter" ) ), vm.Graph( - figure=px.bar(iris, x="sepal_length", y="sepal_width", color="species", title="Container I - Bar") + figure=px.bar( + iris, + x="sepal_length", + y="sepal_width", + color="species", + title="Container I - Bar" + ) ), ], ), @@ -59,6 +92,10 @@ To add a [`Container`][vizro.models.Container] to your page, do the following: Vizro().build(dashboard).run() ``` + + 1. Note that the `Page.layout` argument is not specified here and will therefore defaults to `[[0], [1]]`, meaning the containers will be **vertically stacked** down the page in one column. + 2. **Horizontally stack** the components side-by-side inside this `Container` in one row. + === "app.yaml" ```yaml # Still requires a .py to register data connector in Data Manager and parse yaml configuration @@ -105,3 +142,27 @@ To add a [`Container`][vizro.models.Container] to your page, do the following: [![Container]][Container] [Container]: ../../assets/user_guides/components/containers.png + + +!!! note + + Note that an almost identical layout can also be achieved using solely the [`Page.layout`](layouts.md) + e.g. by configuring the `Page.layout` as `vm.Layout(grid = [[0, 1], [2, 2]])`. + +## Nested Containers +Containers can be nested, providing a hierarchical structure for organizing components. +This nesting capability allows users to create more complex layouts and manage related components at any level of granularity. + +To create nested containers, simply add a `Container` to the `components` argument of another `Container`. + +```python title="Example" +vm.Container( + title="Parent Container", + components=[ + vm.Container( + title="Child Container", + components=[vm.Button()] + ) + ] +) +``` diff --git a/vizro-core/docs/pages/user_guides/layouts.md b/vizro-core/docs/pages/user_guides/layouts.md index fbde8818f..c607731a8 100644 --- a/vizro-core/docs/pages/user_guides/layouts.md +++ b/vizro-core/docs/pages/user_guides/layouts.md @@ -7,7 +7,8 @@ The [`Page`][vizro.models.Page] model accepts the `layout` argument, where you c ## Using the default layout The `layout` argument of the [`Page`][vizro.models.Page] model is optional. If no layout is specified, all charts/components -will automatically be stacked underneath each other. If that is your desired layout, you can create your charts/components without providing a [`Layout`][vizro.models.Layout]. +will automatically be [**vertically stacked**](layouts.md#stacking-components) down the page in one column. +If that is your desired layout, you can create your charts/components without providing a [`Layout`][vizro.models.Layout]. !!! example "Default Layout" === "app.py" @@ -46,11 +47,11 @@ will automatically be stacked underneath each other. If that is your desired lay -## Customizing the grid arrangement +## Configuring the grid To customize the grid arrangement, you can configure the `grid` parameter of the [`Layout`][vizro.models.Layout] model. The example below shows how the grid works and how to specify a valid one: -```python title="Example" +```python title="Basic Example" grid = [[0, 1], [0, 2]] ``` @@ -63,11 +64,26 @@ grid = [[0, 1], - The integers in the `grid` need to be consecutive integers starting with 0 (e.g. `0`, `1`, `2`) - Each chart/component will take the entire space of its grid area (empty spaces are currently not enabled) - The area spanned by a chart/component in the grid must be rectangular +- The grid can be arbitrarily large, allowing arbitrarily granular control of the grid: + +```python title="Advanced Example" +grid=[[0, 1, 3, 4], + [2, 2, 3, 4]] +``` +### Stacking components +- When no `Layout` is specified, components will automatically be **stacked vertically** down the page in one column. +For instance, if you have three components, the default `Layout.grid` will be `grid = [[0], [1], [2]]`. +This means three equally sized rows, each containing a component spanning the entire width. +- To **stack components horizontally**, set the grid as `grid = [[0, 1, 2]]`. +This defines a single row that occupies the entire width and height, divided into three equal columns. -To customize the grid arrangement, provide the relevant grid specification: +

+ ![Stacking components](../../assets/user_guides/layout/stacking.png){ width="680" } +
-!!! example "Grid Arrangement" +### Grid - Basic Example +!!! example "Grid Arrangement - Basic Example" === "app.py" ```py import vizro.models as vm @@ -110,6 +126,137 @@ To customize the grid arrangement, provide the relevant grid specification: [Grid]: ../../assets/user_guides/layout/one_left_two_right.png +### Grid - Advanced Example +Generally, the `Layout` provides full control over the arrangement of top-level components within a page, +allowing arbitrarily granular control of the grid by creating larger grids. + +If you want to divide the grid into subgrids with finer control over these, you can use [`Containers`](container.md). +See our section on [when to use `Containers` vs. `Page.layout`](container.md#when-to-use-containers) for more information. + +!!! example "Grid Arrangement - Advanced Example" + === "app.py" + ```py + import vizro.models as vm + import vizro.plotly.express as px + from vizro import Vizro + + gapminder = px.data.gapminder() + + page = vm.Page( + title="Custom Layout - Advanced Example", + layout=vm.Layout(grid=[[0, 1, 3, 4], + [2, 2, 3, 4]]), + components=[ + vm.Graph( + figure=px.line( + gapminder, + title="Graph 1", + x="year", + y="lifeExp", + color="continent", + ), + ), + vm.Graph( + figure=px.scatter( + gapminder, + title="Graph 2", + x="gdpPercap", + y="lifeExp", + size="pop", + color="continent", + ), + ), + vm.Graph( + figure=px.box( + gapminder, + title="Graph 3", + x="continent", + y="lifeExp", + color="continent", + ), + ), + vm.Graph( + figure=px.line( + gapminder, + title="Graph 4", + x="year", + y="lifeExp", + color="continent", + ), + ), + vm.Graph( + figure=px.scatter( + gapminder, + title="Graph 5", + x="gdpPercap", + y="lifeExp", + size="pop", + color="continent", + ), + ), + ], + ) + + dashboard = vm.Dashboard(pages=[page]) + Vizro().build(dashboard).run() + ``` + === "app.yaml" + ```yaml + # Still requires a .py to register data connector in Data Manager and parse yaml configuration + # See yaml_version example + pages: + - components: + - figure: + _target_: line + data_frame: gapminder + x: year + y: lifeExp + color: continent + title: Graph 1 + type: graph + - figure: + _target_: scatter + data_frame: gapminder + x: gdpPercap + y: lifeExp + size: pop + color: continent + title: Graph 2 + type: graph + - figure: + _target_: box + data_frame: gapminder + x: continent + y: lifeExp + color: continent + title: Graph 3 + type: graph + - figure: + _target_: line + data_frame: gapminder + x: year + y: lifeExp + color: continent + title: Graph 4 + type: graph + - figure: + _target_: scatter + data_frame: gapminder + x: gdpPercap + y: lifeExp + size: pop + color: continent + title: Graph 5 + type: graph + layout: + grid: [[0, 1, 3, 4], [2, 2, 3, 4]] + title: Custom Layout - Advanced Example + ``` + === "Result" + [![GridAdv]][GridAdv] + + [GridAdv]: ../../assets/user_guides/layout/grid_advanced.png + ## Adding empty spaces to the grid One approach to organize the dashboard's layout involves integrating empty spaces. This can be achieved by specifying `-1` within your grid layout. @@ -162,26 +309,6 @@ grid = [[0, 1, -1], [GridEmpty]: ../../assets/user_guides/layout/layout_empty_spaces.png - -## Using custom layout examples -Below is a table of examples you can take as a reference to create some selected layouts: - -| Configuration | Description | Image | -|------------------------------------------------------------|:-----------------------|:-------------------------------------------------------------------------------------| -| `layout=Layout(grid=[[0]])` or
`layout=None` | one_left | | -| `layout=Layout(grid=[[0],[1]])` or
`layout=None` | two_left | | -| `layout=Layout(grid=[[0,1]])` | two_top | | -| `layout=Layout(grid=[[0],[1],[2]])` or
`layout=None` | three_left | | -| `layout=Layout(grid=[[0,1],[0,2]])` | one_left_two_right | | -| `layout=Layout(grid=[[0,0],[1,2]])` | one_top_two_bottom | | -| `layout=Layout(grid=[[0,1],[2,2]])` | two_top_one_bottom | | -| `layout=Layout(grid=[[0,1],[0,2],[0,3]])` | one_left_three_right | | -| `layout=Layout(grid=[[0,1],[2,3]])` | two_left_two_right | | -| `layout=Layout(grid=[[0,3],[1,3],[2,3]])` | three_left_one_right | | -| `layout=Layout(grid=[[0,0,0],[1,2,3]])` | one_top_three_bottom | | -| `layout=Layout(grid=[[0,1,2],[3,3,3]])` | three_top_one_bottom | | - - ## Controlling the scroll behavior By default, the grid will try to fit all charts/components on the screen. This can lead to distortions of the chart/component looking squeezed in. You can control the scroll behavior of the grid by specifying the following: @@ -257,3 +384,22 @@ squeezed in. You can control the scroll behavior of the grid by specifying the f ## Further customizations For further customizations, such as changing the gap between row and column, please refer to the documentation of the [`Layout`][vizro.models.Layout] model. + + +## Using custom layout examples +Below is a table of examples you can take as a reference to create some selected layouts: + +| Configuration | Description | Image | +|------------------------------------------------------------|:-----------------------|:-------------------------------------------------------------------------------------| +| `layout=Layout(grid=[[0]])` or
`layout=None` | one_left | | +| `layout=Layout(grid=[[0],[1]])` or
`layout=None` | two_left | | +| `layout=Layout(grid=[[0,1]])` | two_top | | +| `layout=Layout(grid=[[0],[1],[2]])` or
`layout=None` | three_left | | +| `layout=Layout(grid=[[0,1],[0,2]])` | one_left_two_right | | +| `layout=Layout(grid=[[0,0],[1,2]])` | one_top_two_bottom | | +| `layout=Layout(grid=[[0,1],[2,2]])` | two_top_one_bottom | | +| `layout=Layout(grid=[[0,1],[0,2],[0,3]])` | one_left_three_right | | +| `layout=Layout(grid=[[0,1],[2,3]])` | two_left_two_right | | +| `layout=Layout(grid=[[0,3],[1,3],[2,3]])` | three_left_one_right | | +| `layout=Layout(grid=[[0,0,0],[1,2,3]])` | one_top_three_bottom | | +| `layout=Layout(grid=[[0,1,2],[3,3,3]])` | three_top_one_bottom | | diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index daca6072b..cffb9e6d6 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -3,328 +3,82 @@ import vizro.models as vm import vizro.plotly.express as px from vizro import Vizro -from vizro.actions import export_data, filter_interaction -from vizro.tables import dash_data_table gapminder = px.data.gapminder() -single_tabs = vm.Page( - title="Single Tabs", +child_container_one = vm.Container( + title="Container I", + layout=vm.Layout(grid=[[0, 1], [2, 2]]), components=[ - vm.Tabs( - tabs=[ - vm.Container( - title="Tab I", - components=[ - vm.Graph( - id="graph_3", - figure=px.scatter( - gapminder, - title="Graph_4", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - vm.Graph( - id="bar_relation_2007", - figure=px.box( - gapminder, - x="continent", - y="lifeExp", - color="continent", - custom_data=["continent"], - ), - actions=[vm.Action(function=filter_interaction(targets=["scatter_relation_2007"]))], - ), - ], - ), - vm.Container( - title="Tab II", - components=[ - vm.Graph( - id="graph_4", - figure=px.box( - gapminder, - title="Graph_5", - x="continent", - y="lifeExp", - color="continent", - ), - ), - vm.Graph( - id="scatter_relation_2007", - figure=px.scatter( - gapminder, - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - ], - ), - ], + vm.Graph( + figure=px.line( + gapminder, + title="Graph 1 - Container I", + x="year", + y="lifeExp", + color="continent", + ), ), - ], - controls=[ - vm.Filter(column="continent"), - ], -) - - -single_tabs_action = vm.Page( - title="Single Tabs - with action", - components=[ - vm.Tabs( - tabs=[ - vm.Container( - title="Tab I Table", - components=[ - vm.Table( - figure=dash_data_table( - id="dash_datatable-1", - data_frame=gapminder, - ), - ), - vm.Button( - text="Export data", - actions=[ - vm.Action(function=export_data()), - ], - ), - ], - ) - ] + vm.Graph( + figure=px.scatter( + gapminder, + title="Graph 2 - Container I", + x="gdpPercap", + y="lifeExp", + size="pop", + color="continent", + ), ), - ], - controls=[ - vm.Filter(column="continent"), - ], -) - -tabs_and_component = vm.Page( - title="Tabs and Component", - components=[ vm.Graph( figure=px.box( gapminder, - title="Graph_5", + title="Graph 3 - Container I", x="continent", y="lifeExp", color="continent", ), ), - vm.Tabs( - tabs=[ - vm.Container( - title="Tab I Table", - components=[ - vm.Table( - figure=dash_data_table( - id="dash_datatable-1", - data_frame=gapminder, - ), - ), - ], - ) - ] - ), - ], - controls=[ - vm.Filter(column="continent"), ], ) - -multiple_tabs = vm.Page( - title="Multiple Tabs", +child_container_two = vm.Container( + title="Container II", + layout=vm.Layout(grid=[[0, 1]]), components=[ - vm.Tabs( - tabs=[ - vm.Container( - title="Tab 1 container 1", - components=[ - vm.Graph( - figure=px.scatter( - gapminder, - title="Graph_44", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - ], - ), - vm.Container( - title="Tab 1 container 2", - components=[ - vm.Graph( - figure=px.scatter( - gapminder, - title="Graph_441", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - ], - ), - ], + vm.Graph( + figure=px.line( + gapminder, + title="Graph 4 - Container II", + x="year", + y="lifeExp", + color="continent", + ), ), - vm.Tabs( - tabs=[ - vm.Container( - title="Tab 2 container", - components=[ - vm.Graph( - figure=px.scatter( - gapminder, - title="Graph_45", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - ], - ), - vm.Container( - title="Tab 2 container 2", - components=[ - vm.Graph( - figure=px.scatter( - gapminder, - title="Graph_451", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - ], - ), - ], + vm.Graph( + figure=px.scatter( + gapminder, + title="Graph 5 - Container II", + x="gdpPercap", + y="lifeExp", + size="pop", + color="continent", + ), ), ], ) - -tabs_with_nested_containers = vm.Page( - title="Tabs with nested containers", +page = vm.Page( + title="Nested Containers", components=[ - vm.Tabs( - tabs=[ - vm.Container( - title="Tab 1", - components=[ - vm.Container( - title="Nested Container Title", - components=[ - vm.Graph( - figure=px.scatter( - gapminder, - title="Graph_441", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ), - ), - ], - ), - ], - ), - ], - ), vm.Container( - title="Container Title", - components=[ - vm.Graph( - figure=px.scatter( - gapminder, - title="Graph_45", - x="gdpPercap", - y="lifeExp", - size="pop", - color="continent", - ) - ) - ], + title="Parent Container", + layout=vm.Layout(grid=[[0, 1]], col_gap="80px"), + components=[child_container_one, child_container_two], ), ], ) -tabs_without_charts = vm.Page( - title="Tabs without Graphs", - components=[ - vm.Tabs( - tabs=[ - vm.Container( - title="Tab I", - components=[ - vm.Table( - figure=dash_data_table( - id="dash_datatable-single", - data_frame=gapminder, - ), - ), - vm.Graph( - figure=px.box( - gapminder, - x="continent", - y="lifeExp", - color="continent", - custom_data=["continent"], - ), - ), - ], - ), - vm.Container( - title="Tab II", - components=[ - vm.Card( - text=""" - ![](assets/images/icons/collections.svg#icon-top) - - ### Continent Summary - - Summarizing the main findings for each continent. - """, - ), - vm.Graph( - figure=px.box( - gapminder, - title="Graph_5", - x="continent", - y="lifeExp", - color="continent", - ), - ), - ], - ), - ], - ), - ], - controls=[ - vm.Filter(column="continent"), - ], -) - -dashboard = vm.Dashboard( - title="Dashboard Title", - pages=[ - single_tabs, - single_tabs_action, - tabs_and_component, - multiple_tabs, - tabs_with_nested_containers, - tabs_without_charts, - ], -) +dashboard = vm.Dashboard(pages=[page]) if __name__ == "__main__": Vizro().build(dashboard).run() diff --git a/vizro-core/examples/_dev/yaml_version/dashboard.yaml b/vizro-core/examples/_dev/yaml_version/dashboard.yaml index d78936cfa..c085a85ec 100644 --- a/vizro-core/examples/_dev/yaml_version/dashboard.yaml +++ b/vizro-core/examples/_dev/yaml_version/dashboard.yaml @@ -1,20 +1,47 @@ pages: - components: + - figure: + _target_: line + data_frame: gapminder + x: year + y: lifeExp + color: continent + title: Graph 1 + type: graph - figure: _target_: scatter - data_frame: iris - x: sepal_length - y: petal_width - color: species + data_frame: gapminder + x: gdpPercap + y: lifeExp + size: pop + color: continent + title: Graph 2 + type: graph + - figure: + _target_: box + data_frame: gapminder + x: continent + y: lifeExp + color: continent + title: Graph 3 type: graph - figure: - _target_: histogram - data_frame: iris - x: sepal_width - color: species + _target_: line + data_frame: gapminder + x: year + y: lifeExp + color: continent + title: Graph 4 + type: graph + - figure: + _target_: scatter + data_frame: gapminder + x: gdpPercap + y: lifeExp + size: pop + color: continent + title: Graph 5 type: graph - controls: - - column: species - type: filter - title: Page Title -title: Dashboard Title + layout: + grid: [[0, 1, 3, 4], [2, 2, 3, 4]] + title: Custom Layout - Advanced Example