This package is a work in process. Please DO NOT USE it yet

adx-query-charts

    

Draw charts from Azure Data Explorer queries

Installation

npm install adx-query-charts

Dependencies

Make sure to install the following packages before using the adx-query-charts library:

1. lodash: npm i lodash
2. css-element-queries: npm i css-element-queries
3. highcharts: npm i highcharts - Please notice that highcharts requires a commercial license purchase.

Usage

import * as Charts from 'adx-query-charts';

const highchartsVisualizer = new Charts.HighchartsVisualizer();
const chartHelper = chartHelper = new Charts.KustoChartHelper('chart-elem-id', highchartsVisualizer);
const chartOptions: Charts.IChartOptions = {
    chartType: Charts.ChartType.UnstackedColumn,
    columnsSelection: {
        xAxis: { name: 'timestamp', type: Charts.DraftColumnType.DateTime },
        yAxes: [{ name: 'requestCount', type: Charts.DraftColumnType.Int }]
    }
};

// Draw the chart - the chart will be drawn inside an element with 'chart-elem-id' id
chartHelper.draw(queryResultData, chartOptions);

API

KustoChartHelper

Method:	Description:	Input:	Return value:
draw	Draw the chart	IQueryResultData - The original query result data IChartOptions - The information required to draw the chart	Promise<IChartInfo>
changeTheme	Change the theme of an existing chart	ChartTheme - The theme to apply	Promise<void>
getSupportedColumnTypes	Get the supported column types for the axes and the split-by for a specific chart type	ChartType - The type of the chart	ISupportedColumnTypes
getSupportedColumnsInResult	Get the supported columns from the query result data for the axes and the split-by for a specific chart type	IQueryResultData - The original query result data ChartType - The type of the chart	ISupportedColumns
getDefaultSelection	Get the default columns selection from the query result data. Select the default columns for the axes and the split-by for drawing a default chart of a specific chart type.	IQueryResultData - The original query result data ChartType - The type of the chart ISupportedColumns - (Optional) The list of the supported column types for the axes and the split-by	IColumnsSelection

IChartOptions

Option name:	Type:	Details:	Default value:
chartType	ChartType	Mandatory. The type of the chart to draw
columnsSelection	IColumnsSelection	The columns selection for the Axes and the split-by of the chart	If not provided, default columns will be selected. See: getDefaultSelection method
maxUniqueXValues	number	The maximum number of the unique X-axis values. The chart will show the biggest values, and the rest will be aggregated to a separate data point.	100
exceedMaxDataPointLabel	string	The label of the data point that contains the aggregated value of all the X-axis values that exceed the 'maxUniqueXValues'	'OTHER'
aggregationType	AggregationType	Multiple rows with the same values for the X-axis and the split-by will be aggregated using a function of this type. For example, assume we get the following query result data: ['2016-08-02T10:00:00Z', 'Chrome 51.0', 15], ['2016-08-02T10:00:00Z', 'Internet Explorer 9.0', 4] When drawing a chart with columnsSelection = { xAxis: timestamp, yAxes: count_ }, and aggregationType = AggregationType.Sum we need to aggregate the values of the same timestamp value and return one row with ["2016-08-02T10:00:00Z", 19]	AggregationType.Sum
title	string	The title of the chart
utcOffset	number	The desired offset from UTC in hours for date values. Used to handle timezone. The offset will be added to the original date from the query results data. For example: For 'Africa/Harare' timezone provide utcOffset = 2 and the displayed date will be be: '11/25/2019, 2:00 AM' instead of '11/25/2019, 12:00 AM' See time zone [info](https://msdn.microsoft.com/en-us/library/ms912391(v=winembedded.11)	0
chartTheme	ChartTheme	The theme of the chart	ChartTheme.Light
dateFormatter	Function (dateValue: Date, defaultFormat: DateFormat): string	Callback that is used to format the date values both in the axis and the tooltip Callback inputs:     dateValue - The original date value. If utcOffset was provided, this value will include the utcOffset     DateFormat - The default format of the label Callback return value:     The string represents the display value of the dateValue	If not provided - the default formatting will apply
numberFormatter	Function (numberValue: number): string	Callback that is used to format number values both in the axis and the tooltip Callback inputs:     numberValue - The original number Callback return value:     The string represents the display value of the numberValue	If not provided - the default formatting will apply
xAxisTitleFormatter	Function (xAxisColumn: IColumn) : string	Callback that is used to get the xAxis title Callback inputs:     IColumn - The x-axis column Callback return value:     The desired x-axis title	If not provided - the xAxis title will be the xAxis column name
onFinishDataTransformation	Function(dataTransformationInfo: IDataTransformationInfo) : Promise<boolean>	Callback that is called when all the data transformations required to draw the chart are finished Callback inputs:     IDataTransformationInfo - The information regarding the applied transformations on the original query results Callback return value:     The promise that is used to continue/stop drawing the chart     When provided, the drawing of the chart will be suspended until this promise will be resolved     When resolved with true - the chart will continue the drawing     When resolved with false - the chart drawing will be canceled
onFinishDrawing	Function(chartInfo: IChartInfo) : void	Callback that is called when the chart drawing is finished Callback inputs:     IChartInfo - The information regarding the chart

IDataTransformationInfo

Option name:	Type:	Details:
numberOfDataPoints	number	The amount of the data points that will be drawn for the chart
isPartialData	boolean	True if the chart presents partial data from the original query results The chart data will be partial when the maximum number of the unique X-axis values exceed the 'maxUniqueXValues' in IChartOptions
isAggregationApplied	boolean	True if aggregation was applied on the original query results in order to draw the chart See 'aggregationType' in IChartOptions for more details

IChartInfo

Option name:	Type:	Details:
dataTransformationInfo	IDataTransformationInfo	The information regarding the applied transformations on the original query results
status	DrawChartStatus	The status of the draw action
error	[ChartError] (#ChartError)	[Optional] The error information in case that the draw action failed

ChartType

enum ChartType {
    Line,
    Scatter,
    UnstackedArea,
    StackedArea,
    PercentageArea,
    UnstackedColumn,
    StackedColumn,
    PercentageColumn,
    Pie,
    Donut,
}

IColumnsSelection

interface IColumn {
    name: string;
    type: DraftColumnType;
}

interface IColumnsSelection {
    xAxis: IColumn;
    yAxes: IColumn[];
    splitBy?: IColumn[];
}

AggregationType

enum AggregationType {
    Sum,
    Average,
    Min,
    Max
}

ChartTheme

enum ChartTheme {
    Dark,
    Light
}

ErrorCode

enum ErrorCode {
    InvalidQueryResultData,
    InvalidColumnsSelection,
    UnsupportedTypeInColumnsSelection,
    InvalidChartContainerElementId,
    InvalidDate,
    FailedToCreateVisualization
}

CustomError

class ChartError extends Error {
    public errorCode: ErrorCode;
}

See ErrorCode

DateFormat

export enum DateFormat {
    FullDate       // The full date and time. For example: 12/7/2019, 2:30:00.600
    Time           // The full time, without the milliseconds. For example: 2:30:00
    FullTime       // The full time, including the milliseconds. For example: 2:30:00.600
    HourAndMinute  // The hours and minutes. For example: 2:30
    MonthAndDay    // The month and day. For example: July 12th
    MonthAndYear   // The month and day. For example: July 2019
    Year           // The year. For example: 2019
}

DrawChartStatus

export enum DrawChartStatus {
    Success = 'Success',   // Successfully drawn the chart
    Failed = 'Failed',     // There was an error while trying to draw the chart
    Canceled = 'Canceled'  // The chart drawing was canceled
}

See 'onFinishDataTransformation' return value in IChartOptions for more information regarding drawing cancellation

IColumn

type IRowValue = string | number;
type ISeriesRowValue = IRowValue | string[] | number[];
type IRow = IRowValue[];
type ISeriesRow = ISeriesRowValue[];

interface IColumn {
    name: string;
    type: DraftColumnType;
}

IQueryResultData

interface IQueryResultData {
    rows: IRow[] | ISeriesRow[];
    columns: IColumn[];
}

See IColumn

ISupportedColumns

interface ISupportedColumns {
    xAxis: IColumn[];
    yAxis: IColumn[];
    splitBy: IColumn[];
}

See IColumn

DraftColumnType

See: https://kusto.azurewebsites.net/docs/query/scalar-data-types/index.html

enum DraftColumnType {
    Bool,
    DateTime,
    Decimal,
    Dynamic,
    Guid,
    Int,
    Long,
    Real,
    String,
    TimeSpan
}

ISupportedColumnTypes

interface ISupportedColumnTypes {
    xAxis: DraftColumnType[];
    yAxis: DraftColumnType[];
    splitBy: DraftColumnType[];
}

See DraftColumnType

Test

Unit tests are written using Jest.

Run tests: npm run test

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.