[Maps] Track geo_shape agg usage (#71759)
Tracks how many users are using geo_shape aggs.
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@ -22,6 +22,7 @@ describe('buildMapsTelemetry', () => {
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indexPatternsWithGeoFieldCount: 0,
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indexPatternsWithGeoPointFieldCount: 0,
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indexPatternsWithGeoShapeFieldCount: 0,
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geoShapeAggLayersCount: 0,
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attributesPerMap: {
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dataSourcesCount: {
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avg: 0,
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@ -50,48 +51,49 @@ describe('buildMapsTelemetry', () => {
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indexPatternsWithGeoFieldCount: 3,
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indexPatternsWithGeoPointFieldCount: 2,
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indexPatternsWithGeoShapeFieldCount: 1,
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geoShapeAggLayersCount: 2,
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attributesPerMap: {
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dataSourcesCount: {
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avg: 2.6666666666666665,
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avg: 2,
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max: 3,
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min: 2,
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min: 1,
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},
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emsVectorLayersCount: {
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canada_provinces: {
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avg: 0.3333333333333333,
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avg: 0.2,
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max: 1,
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min: 1,
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},
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france_departments: {
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avg: 0.3333333333333333,
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avg: 0.2,
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max: 1,
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min: 1,
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},
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italy_provinces: {
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avg: 0.3333333333333333,
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avg: 0.2,
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max: 1,
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min: 1,
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},
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},
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layerTypesCount: {
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TILE: {
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avg: 1,
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avg: 0.6,
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max: 1,
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min: 1,
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},
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VECTOR: {
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avg: 1.6666666666666667,
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avg: 1.2,
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max: 2,
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min: 1,
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},
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},
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layersCount: {
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avg: 2.6666666666666665,
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avg: 2,
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max: 3,
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min: 2,
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min: 1,
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},
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},
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mapsTotalCount: 3,
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mapsTotalCount: 5,
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settings: {
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showMapVisualizationTypes: false,
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},
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@ -6,13 +6,25 @@
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import _ from 'lodash';
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import {
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SavedObjectsClientContract,
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SavedObjectAttributes,
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SavedObjectAttribute,
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SavedObjectAttributes,
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SavedObjectsClientContract,
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} from 'kibana/server';
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import { IFieldType, IIndexPattern } from 'src/plugins/data/public';
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import { SOURCE_TYPES, ES_GEO_FIELD_TYPE, MAP_SAVED_OBJECT_TYPE } from '../../common/constants';
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import { LayerDescriptor } from '../../common/descriptor_types';
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import {
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ES_GEO_FIELD_TYPE,
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LAYER_TYPE,
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MAP_SAVED_OBJECT_TYPE,
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SCALING_TYPES,
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SOURCE_TYPES,
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} from '../../common/constants';
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import {
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AbstractSourceDescriptor,
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ESGeoGridSourceDescriptor,
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ESSearchSourceDescriptor,
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LayerDescriptor,
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SourceDescriptor,
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} from '../../common/descriptor_types';
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import { MapSavedObject } from '../../common/map_saved_object_type';
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// @ts-ignore
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import { getInternalRepository } from '../kibana_server_services';
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@ -82,6 +94,111 @@ function getIndexPatternsWithGeoFieldCount(indexPatterns: IIndexPattern[]) {
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};
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}
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function getEMSLayerCount(layerLists: LayerDescriptor[][]): ILayerTypeCount[] {
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return layerLists.map((layerList: LayerDescriptor[]) => {
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const emsLayers = layerList.filter((layer: LayerDescriptor) => {
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return (
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layer.sourceDescriptor !== null &&
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layer.sourceDescriptor.type === SOURCE_TYPES.EMS_FILE &&
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(layer.sourceDescriptor as AbstractSourceDescriptor).id
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);
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});
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const emsCountsById = _(emsLayers).countBy((layer: LayerDescriptor) => {
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return (layer.sourceDescriptor as AbstractSourceDescriptor).id;
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});
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const layerTypeCount = emsCountsById.value();
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return layerTypeCount as ILayerTypeCount;
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}) as ILayerTypeCount[];
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}
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function isFieldGeoShape(
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indexPatterns: IIndexPattern[],
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indexPatternId: string,
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geoField: string | undefined
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): boolean {
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if (!geoField) {
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return false;
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}
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const matchIndexPattern = indexPatterns.find((indexPattern: IIndexPattern) => {
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return indexPattern.id === indexPatternId;
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});
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if (!matchIndexPattern) {
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return false;
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}
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const fieldList: IFieldType[] =
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matchIndexPattern.attributes && matchIndexPattern.attributes.fields
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? JSON.parse(matchIndexPattern.attributes.fields)
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: [];
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const matchField = fieldList.find((field: IFieldType) => {
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return field.name === geoField;
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});
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return !!matchField && matchField.type === ES_GEO_FIELD_TYPE.GEO_SHAPE;
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}
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function isGeoShapeAggLayer(indexPatterns: IIndexPattern[], layer: LayerDescriptor): boolean {
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if (layer.sourceDescriptor === null) {
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return false;
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}
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if (
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layer.type !== LAYER_TYPE.VECTOR &&
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layer.type !== LAYER_TYPE.BLENDED_VECTOR &&
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layer.type !== LAYER_TYPE.HEATMAP
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) {
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return false;
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}
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const sourceDescriptor: SourceDescriptor = layer.sourceDescriptor;
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if (sourceDescriptor.type === SOURCE_TYPES.ES_GEO_GRID) {
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return isFieldGeoShape(
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indexPatterns,
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(sourceDescriptor as ESGeoGridSourceDescriptor).indexPatternId,
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(sourceDescriptor as ESGeoGridSourceDescriptor).geoField
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);
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} else if (
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sourceDescriptor.type === SOURCE_TYPES.ES_SEARCH &&
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(sourceDescriptor as ESSearchSourceDescriptor).scalingType === SCALING_TYPES.CLUSTERS
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) {
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return isFieldGeoShape(
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indexPatterns,
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(sourceDescriptor as ESSearchSourceDescriptor).indexPatternId,
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(sourceDescriptor as ESSearchSourceDescriptor).geoField
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);
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} else {
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return false;
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}
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}
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function getGeoShapeAggCount(
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layerLists: LayerDescriptor[][],
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indexPatterns: IIndexPattern[]
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): number {
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const countsPerMap: number[] = layerLists.map((layerList: LayerDescriptor[]) => {
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const geoShapeAggLayers = layerList.filter((layerDescriptor) => {
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return isGeoShapeAggLayer(indexPatterns, layerDescriptor);
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});
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return geoShapeAggLayers.length;
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});
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return _.sum(countsPerMap);
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}
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export function getLayerLists(mapSavedObjects: MapSavedObject[]): LayerDescriptor[][] {
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return mapSavedObjects.map((savedMapObject) => {
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const layerList =
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savedMapObject.attributes && savedMapObject.attributes.layerListJSON
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? JSON.parse(savedMapObject.attributes.layerListJSON)
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: [];
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return layerList as LayerDescriptor[];
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});
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}
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export function buildMapsTelemetry({
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mapSavedObjects,
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indexPatternSavedObjects,
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@ -91,17 +208,13 @@ export function buildMapsTelemetry({
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indexPatternSavedObjects: IIndexPattern[];
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settings: SavedObjectAttribute;
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}): SavedObjectAttributes {
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const layerLists = mapSavedObjects.map((savedMapObject) =>
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savedMapObject.attributes && savedMapObject.attributes.layerListJSON
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? JSON.parse(savedMapObject.attributes.layerListJSON)
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: []
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);
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const layerLists: LayerDescriptor[][] = getLayerLists(mapSavedObjects);
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const mapsCount = layerLists.length;
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const dataSourcesCount = layerLists.map((lList) => {
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const dataSourcesCount = layerLists.map((layerList: LayerDescriptor[]) => {
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// todo: not every source-descriptor has an id
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// @ts-ignore
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const sourceIdList = lList.map((layer: LayerDescriptor) => layer.sourceDescriptor.id);
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const sourceIdList = layerList.map((layer: LayerDescriptor) => layer.sourceDescriptor.id);
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return _.uniq(sourceIdList).length;
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});
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@ -109,15 +222,7 @@ export function buildMapsTelemetry({
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const layerTypesCount = layerLists.map((lList) => _.countBy(lList, 'type'));
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// Count of EMS Vector layers used
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const emsLayersCount = layerLists.map((lList) =>
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_(lList)
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.countBy((layer: LayerDescriptor) => {
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const isEmsFile = _.get(layer, 'sourceDescriptor.type') === SOURCE_TYPES.EMS_FILE;
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return isEmsFile && _.get(layer, 'sourceDescriptor.id');
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})
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.pickBy((val, key) => key !== 'false')
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.value()
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) as ILayerTypeCount[];
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const emsLayersCount = getEMSLayerCount(layerLists);
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const dataSourcesCountSum = _.sum(dataSourcesCount);
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const layersCountSum = _.sum(layersCount);
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@ -127,11 +232,16 @@ export function buildMapsTelemetry({
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indexPatternsWithGeoPointFieldCount,
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indexPatternsWithGeoShapeFieldCount,
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} = getIndexPatternsWithGeoFieldCount(indexPatternSavedObjects);
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// Tracks whether user users Gold+ only functionality
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const geoShapeAggLayersCount = getGeoShapeAggCount(layerLists, indexPatternSavedObjects);
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return {
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settings,
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indexPatternsWithGeoFieldCount,
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indexPatternsWithGeoPointFieldCount,
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indexPatternsWithGeoShapeFieldCount,
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geoShapeAggLayersCount,
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// Total count of maps
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mapsTotalCount: mapsCount,
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// Time of capture
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@ -43,5 +43,38 @@
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],
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"updated_at": "2019-01-31T23:19:55.855Z",
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"version": 1
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},
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{
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"type": "gis-map",
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"id": "643da1e6-c628-11ea-87d0-0242ac130003",
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"attributes": {
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"title": "Single cluster layer with geo_shape field",
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"description": "",
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"mapStateJSON": "{\"zoom\":2.12,\"center\":{\"lon\":-88.67592,\"lat\":34.23257},\"timeFilters\":{\"from\":\"now-15m\",\"to\":\"now\",\"mode\":\"quick\"},\"refreshConfig\":{\"isPaused\":false,\"interval\":0},\"query\":{\"query\":\"\",\"language\":\"lucene\"}}",
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"layerListJSON": "[{\"sourceDescriptor\":{\"type\":\"ES_GEO_GRID\",\"id\":\"51afb7d0-c628-11ea-87d0-0242ac130003\",\"geoField\":\"geometry\",\"metrics\":[{\"type\":\"count\"}],\"requestType\":\"point\",\"resolution\":\"COARSE\",\"indexPatternId\":\"4a7f6010-0aed-11ea-9dd2-95afd7ad44d4\"},\"style\":{\"type\":\"VECTOR\",\"properties\":{\"icon\":{\"type\":\"STATIC\",\"options\":{\"value\":\"marker\"}},\"fillColor\":{\"type\":\"DYNAMIC\",\"options\":{\"color\":\"Blues\",\"colorCategory\":\"palette_0\",\"field\":{\"name\":\"doc_count\",\"origin\":\"source\"},\"fieldMetaOptions\":{\"isEnabled\":true,\"sigma\":3},\"type\":\"ORDINAL\"}},\"lineColor\":{\"type\":\"STATIC\",\"options\":{\"color\":\"#FFF\"}},\"lineWidth\":{\"type\":\"STATIC\",\"options\":{\"size\":0}},\"iconSize\":{\"type\":\"DYNAMIC\",\"options\":{\"minSize\":7,\"maxSize\":32,\"field\":{\"name\":\"doc_count\",\"origin\":\"source\"},\"fieldMetaOptions\":{\"isEnabled\":true,\"sigma\":3}}},\"iconOrientation\":{\"type\":\"STATIC\",\"options\":{\"orientation\":0}},\"labelText\":{\"type\":\"DYNAMIC\",\"options\":{\"field\":{\"name\":\"doc_count\",\"origin\":\"source\"}}},\"labelColor\":{\"type\":\"STATIC\",\"options\":{\"color\":\"#000000\"}},\"labelSize\":{\"type\":\"STATIC\",\"options\":{\"size\":14}},\"labelBorderColor\":{\"type\":\"STATIC\",\"options\":{\"color\":\"#FFFFFF\"}},\"symbolizeAs\":{\"options\":{\"value\":\"circle\"}},\"labelBorderSize\":{\"options\":{\"size\":\"SMALL\"}}},\"isTimeAware\":true},\"id\":\"8d384d5d-6353-468f-b8f8-8eaa487358c4\",\"label\":null,\"minZoom\":0,\"maxZoom\":24,\"alpha\":1,\"visible\":true,\"type\":\"VECTOR\",\"joins\":[]}]",
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"uiStateJSON": "{}"
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},
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"references": [
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],
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"updated_at": "2019-01-31T23:19:55.855Z",
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"version": 1
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},
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{
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"type": "gis-map",
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"id": "5efd136a-c628-11ea-87d0-0242ac130003",
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"attributes": {
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"title": "Single heatmap layer with geo_shape field",
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"description": "",
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"mapStateJSON": "{\"zoom\":2.12,\"center\":{\"lon\":-88.67592,\"lat\":34.23257},\"timeFilters\":{\"from\":\"now-15m\",\"to\":\"now\",\"mode\":\"quick\"},\"refreshConfig\":{\"isPaused\":false,\"interval\":0},\"query\":{\"query\":\"\",\"language\":\"lucene\"}}",
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"layerListJSON": "[{\"sourceDescriptor\":{\"type\":\"ES_GEO_GRID\",\"id\":\"51afb7d0-c628-11ea-87d0-0242ac130003\",\"geoField\":\"geometry\",\"metrics\":[{\"type\":\"count\"}],\"requestType\":\"heatmap\",\"resolution\":\"COARSE\",\"indexPatternId\":\"4a7f6010-0aed-11ea-9dd2-95afd7ad44d4\"},\"id\":\"52eade74-1c78-4e18-8670-2061f38b613b\",\"label\":null,\"minZoom\":0,\"maxZoom\":24,\"alpha\":0.75,\"visible\":true,\"style\":{\"type\":\"HEATMAP\",\"colorRampName\":\"theclassic\"},\"type\":\"HEATMAP\",\"joins\":[]}]",
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"uiStateJSON": "{}"
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},
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"references": [
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],
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"updated_at": "2019-01-31T23:19:55.855Z",
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"version": 1
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}
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]
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