Scatter Chart

The following guide explains the ReactiveChart usage with scatter chart.

Usage

Basic Usage

    <ReactiveChart
        // pre-built chart type
        chartType="scatter"
        // unique id for component
        componentId="ratingsCount"
        // Chart title
        title="Ratings"
        // Database field to extract data for x axis
		xAxisField="ratings_count"
        // Database field to extract data for y axis
        yAxisField="average_rating"
    />

Usage With All Props

    <ReactiveChart
        componentId="Language"
        compoundClause="filter"
        chartType="scatter"
        xAxisField="ratings_count"
        yAxisField="average_rating"
        title="Languages"
        size={100}
        index="good-books-ds"
        sortBy="count"
        react={{
            and: ['SearchFilter'],
        }}
        useAsFilter={true}
        showFilter={true}
        filterLabel="Language"
        URLParams
        loader="Loading ..."
        range={{
            start: 1900,
            end: 2000
        }}
	    xAxisName="language"
	    yAxisName="count"
	    xAxisField="language"
	    yAxisField="language_count"
        renderError={error => <div>Something went wrong! {error}</div>}
        // event callbacks
        onClick={(item) => {}}
        onDblClick={(item) => {}}
        onMouseDown={(item) => {}}
        onMouseUp={(item) => {}}
        onMouseMove={(item) => {}}
        onMouseOut={(item) => {}}
        onGlobalOut={(item) => {}}
        onContextMenu={(item) => {}}
        onError={(error) => {}}
    />

Props

componentId

unique identifier of the component, can be referenced in other components' react prop.

compoundClause

Configure whether the DSL query is generated with the compound clause of must or filter. If nothing is passed the default is to use must. Setting the compound clause to filter allows search engine to cache and allows for higher throughput in cases where scoring isn’t relevant (e.g. term, geo or range type of queries that act as filters on the data)

This property only has an effect when the search engine is either elasticsearch or opensearch.

Note: compoundClause is supported with v8.16.0 (server) as well as with serverless search.

chartType

Pre-built chart types supported by ReactiveChart. Valid options are: pie, line, bar, histogram, scatter and custom (default).

xAxisField

Field name to extract the x axis data for scatter chart. Please note that the field value must be numeric.

yAxisField

Field name to extract the y axis data for scatter chart. Please note that the field value must be numeric.

title

title of the component to be shown in the UI.

loader

to display an optional loader while fetching the options.

size

number of items to be displayed.

Note:

1. Appbase users should use the aggregationSize prop instead. The size prop would only set the size for hits not the aggregations.
2. We recommend Appbase users to not use the size prop unless they are using hits because it can impact the query performance.

aggregationSize

To set the number of buckets to be returned by aggregations.

sortBy

sort the items by one of count, asc, desc. Defaults to count, which sorts the by the frequency of count value, most first.

showMissing

defaults to false. When set to true it also retrives the aggregations for missing fields under the label specified by missingLabel.

missingLabel

defaults to N/A. Specify a custom label to show when showMissing is set to true.

showFilter

show as filter when a value is selected in a global selected filters view. Defaults to true.

filterLabel

An optional label to display for the component in the global selected filters view. This is only applicable if showFilter is enabled. Default value used here is componentId.

URLParams

enable creating a URL query string parameter based on the selected value of the chart. This is useful for sharing URLs with the component state. Defaults to false.

renderError

can be used to render an error message in case of any error.

    renderError={(error) => (
            <div>
                Something went wrong!<br/>Error details<br/>{error}
            </div>
        )
    }

value

controls the current value of the component. It selects the item from the chart UI (on mount and on update). Use this prop in conjunction with onChange function.

onChange

is a callback function which accepts component's current value as a parameter. It is called when you are using the value props and the component's value changes. This prop is used to implement the controlled component behavior.

onError

gets triggered in case of an error and provides the error object, which can be used for debugging or giving feedback to the user if needed.

index

The index prop can be used to explicitly specify an index to query against for this component. It is suitable for use-cases where you want to fetch results from more than one index in a single ReactiveSearch API request. The default value for the index is set to the app prop defined in the ReactiveBase component.

xAxisName

Label for x axis line

yAxisName

Label for y axis line

useAsFilter

If set to false then data selection on chart UI would not filter the results. Defaults to true.

Demo

Extending

ReactiveChart component can be extended to

1. Customize the chart UI using setOption,
2. update the underlying DB query with customQuery, defaultQuery,
3. specify how options should be filtered or updated using react prop.

    <ReactiveChart
        // To customize the query to fetch chart data
        defaultQuery={(value, props) => ({
            "aggs": {
                "language_code": {
                    "terms": {
                        "field": "language_code"
                    }
                }
            }
        })}
         // To customize the query to filter results based on value selection
        customQuery={(value, props) => ({
            "query": {
                "term": {
                    "original_title": value
                }
            }
        })}
        // Customize the chart UI, set custom echart option
        setOption={({ aggregationData }) => ({
            tooltip: {
                trigger: 'item',
            },
            legend: {
                orient: 'vertical',
                left: 'left',
            },
            series: [
                {
                    name: 'Access From',
                    type: 'pie',
                    radius: '50%',
                    data: aggregationData.map(item => ({
                        value: item.doc_count,
                        name: item.key,
                    })),
                    emphasis: {
                        itemStyle: {
                            shadowBlur: 10,
                            shadowOffsetX: 0,
                            shadowColor: 'rgba(0, 0, 0, 0.5)',
                        },
                    },
                },
            ],
        })}
        // specify how and which options are filtered using `react` prop.
        react={
            "and": ["pricingFilter", "dateFilter"],
            "or": ["searchFilter"]
        }
    />

customQuery

is a callback function which accepts component's current value as a parameter and returns the data query to be applied to the component, as defined in Elasticsearch Query DSL. Note: customQuery is called on value changes in the ReactiveChart component as long as the component is a part of react dependency of at least one other component.

defaultQuery

takes value and props as parameters and returns the data query to be applied to the source component, as defined in Elasticsearch Query DSL, which doesn't get leaked to other components. Read more about it here.

setOption

ReactiveChart uses the Echarts library to render the UI. ReactiveChart component connects the search backend to retrieve the chart data. The setOption prop allows you to define the custom chart option support by Echarts to render any kind of chart UI. It accepts the an object containing the following properties:

• aggregationData An array of aggregation buckets
• data An array of search hits
• rawData Search backend data in raw form
• value Current selected value in chart UI

For example,

    setOption={({ data, aggregationData, rawData, value }) => ({
        title: {
            text: "Languages"
        },
        tooltip: {
            trigger: 'item',
        },
        legend: {
            orient: 'vertical',
            left: 'left',
        },
        series: [
            {
                name: 'Access From',
                type: 'pie',
                radius: '50%',
                data: aggregationData.map(item => ({
                    value: item.doc_count,
                    name: item.key,
                })),
                emphasis: {
                    itemStyle: {
                        shadowBlur: 10,
                        shadowOffsetX: 0,
                        shadowColor: 'rgba(0, 0, 0, 0.5)',
                    },
                },
            },
        ],
    })}

react

specify dependent components to reactively update ReactiveChart's options.

• key String one of and, or, not defines the combining clause.
  • and clause implies that the results will be filtered by matches from all of the associated component states.
  • or clause implies that the results will be filtered by matches from at least one of the associated component states.
  • not clause implies that the results will be filtered by an inverse match of the associated component states.
• value String or Array or Object
  • String is used for specifying a single component by its componentId.
  • Array is used for specifying multiple components by their componentId.
  • Object is used for nesting other key clauses.