Components
What are Components?
Evidence has a built in component library to create charts and other visual elements.
Components use angle brackets (<.../>
) to wrap the component name, like HTML syntax. Data from a query, and configuration options are passed in as properties, or "props":
<BarChart data="{orders_by_month}" x="order_month" y="sales_usd0k" series="category" title="Sales by Category" />
Showing Values in Text
The simplest component is the <Value/>
component. It displays a single value from a query. It can be used to put automatically updated values in text.
```sql orders SELECT '2021-01-01' AS date, 100 AS num_orders ``` The number of orders yesterday was <Value data = {orders} column = num_orders />.
Above, we've passed in the query data orders
in curly braces { }
, and specified the column we want to display num_orders
in the column
prop.
For more information on the Value
component, see the Value docs.
Charts
Our chart library has a flexible, declarative API that lets you add default chart types, or create your own.
While our library offers a lot of customizable features, we include sensible defaults that look good out of the box.
Props and defaults
At a minimum, all charts require a data prop, but for other props Evidence has default assumptions to reduce the amount of configuration required.
Data
- All charts require a data prop, which should contain a query result wrapped in
{...}
(e.g.,data={query_name}
)
x and y
- All x-y coordinate (AKA Cartesian) charts require
x
andy
columns to create the axes and scales for the chart y
can accept multiple columns, but can only plot on a single axis at this time.- We have built-in assumptions to make writing the chart code easier:
- If you don't supply
x
, the first column in the dataset is assumed to bex
- If you don't supply
y
, any numerical columns that you have not already assigned to the chart are assumed to bey
- If you don't supply
Multiple Series
- To plot multiple series (or groups) on your chart, you can do one of the following (or both):
- Include a
series
column, which contains category or group names (e.g,series=country
) - Include multiple
y
columns - each column will be treated as an individual series (e.g.,y={["y1", "y2"]}
)
- Include a
Annotations
Charts can include annotations using the ReferenceLine
and ReferenceArea
components. These components are used within a chart component like so:
<LineChart data={sales_data} x=date y=sales> <ReferenceLine data={target_data} y=target label=name/> </LineChart>
Custom Components
You can also build your own reusable data viz or UI components in Evidence. See the Custom Component Guide for more details.