[APM] Transition to Elastic charts for all relevant APM charts

x-pack/plugins/apm/e2e/cypress/integration/apm.feature

@@ -3,5 +3,4 @@ Feature: APM
   Scenario: Transaction duration charts
     Given a user browses the APM UI application
     When the user inspects the opbeans-node service
-    Then should redirect to correct path with correct params
-      And should have correct y-axis ticks
+    Then should redirect to correct path with correct params

x-pack/plugins/apm/e2e/cypress/support/step_definitions/apm.ts

@@ -29,16 +29,3 @@ Then(`should redirect to correct path with correct params`, () => {
   cy.url().should('contain', `/app/apm/services/opbeans-node/transactions`);
   cy.url().should('contain', `transactionType=request`);
 });
-
-Then(`should have correct y-axis ticks`, () => {
-  const yAxisTick =
-    '[data-cy=transaction-duration-charts] .rv-xy-plot__axis--vertical .rv-xy-plot__axis__tick__text';
-
-  // wait for all loading to finish
-  cy.get('kbnLoadingIndicator').should('not.be.visible');
-
-  // literal assertions because snapshot() doesn't retry
-  cy.get(yAxisTick).eq(2).should('have.text', '55 ms');
-  cy.get(yAxisTick).eq(1).should('have.text', '28 ms');
-  cy.get(yAxisTick).eq(0).should('have.text', '0 ms');
-});

x-pack/plugins/apm/public/components/app/ErrorGroupDetails/Distribution/index.tsx

@@ -4,31 +4,24 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
+import {
+  Axis,
+  Chart,
+  HistogramBarSeries,
+  niceTimeFormatter,
+  Position,
+  ScaleType,
+  Settings,
+  SettingsSpec,
+  TooltipValue,
+} from '@elastic/charts';
 import { EuiTitle } from '@elastic/eui';
-import theme from '@elastic/eui/dist/eui_theme_light.json';
-import numeral from '@elastic/numeral';
-import { i18n } from '@kbn/i18n';
 import d3 from 'd3';
-import { scaleUtc } from 'd3-scale';
-import { mean } from 'lodash';
 import React from 'react';
 import { asRelativeDateTimeRange } from '../../../../../common/utils/formatters';
-import { getTimezoneOffsetInMs } from '../../../shared/charts/CustomPlot/getTimezoneOffsetInMs';
-// @ts-expect-error
-import Histogram from '../../../shared/charts/Histogram';
-import { EmptyMessage } from '../../../shared/EmptyMessage';
-
-interface IBucket {
-  key: number;
-  count: number | undefined;
-}
-
-// TODO: cleanup duplication of this in distribution/get_distribution.ts (ErrorDistributionAPIResponse) and transactions/distribution/index.ts (TransactionDistributionAPIResponse)
-interface IDistribution {
-  noHits: boolean;
-  buckets: IBucket[];
-  bucketSize: number;
-}
+// eslint-disable-next-line @kbn/eslint/no-restricted-paths
+import type { ErrorDistributionAPIResponse } from '../../../../../server/lib/errors/distribution/get_distribution';
+import { useTheme } from '../../../../hooks/useTheme';
 
 interface FormattedBucket {
   x0: number;
@@ -37,13 +30,9 @@ interface FormattedBucket {
 }
 
 export function getFormattedBuckets(
-  buckets: IBucket[],
+  buckets: ErrorDistributionAPIResponse['buckets'],
   bucketSize: number
-): FormattedBucket[] | null {
-  if (!buckets) {
-    return null;
-  }
-
+): FormattedBucket[] {
   return buckets.map(({ count, key }) => {
     return {
       x0: key,
@@ -54,76 +43,66 @@ export function getFormattedBuckets(
 }
 
 interface Props {
-  distribution: IDistribution;
+  distribution: ErrorDistributionAPIResponse;
   title: React.ReactNode;
 }
 
-const tooltipHeader = (bucket: FormattedBucket) =>
-  asRelativeDateTimeRange(bucket.x0, bucket.x);
-
 export function ErrorDistribution({ distribution, title }: Props) {
+  const theme = useTheme();
   const buckets = getFormattedBuckets(
     distribution.buckets,
     distribution.bucketSize
   );
 
-  if (!buckets) {
-    return (
-      <EmptyMessage
-        heading={i18n.translate('xpack.apm.errorGroupDetails.noErrorsLabel', {
-          defaultMessage: 'No errors were found',
-        })}
-      />
-    );
-  }
-
-  const averageValue = mean(buckets.map((bucket) => bucket.y)) || 0;
   const xMin = d3.min(buckets, (d) => d.x0);
-  const xMax = d3.max(buckets, (d) => d.x);
-  const tickFormat = scaleUtc().domain([xMin, xMax]).tickFormat();
+  const xMax = d3.max(buckets, (d) => d.x0);
+
+  const xFormatter = niceTimeFormatter([xMin, xMax]);
+
+  const tooltipProps: SettingsSpec['tooltip'] = {
+    headerFormatter: (tooltip: TooltipValue) => {
+      const serie = buckets.find((bucket) => bucket.x0 === tooltip.value);
+      if (serie) {
+        return asRelativeDateTimeRange(serie.x0, serie.x);
+      }
+      return `${tooltip.value}`;
+    },
+  };
 
   return (
     <div>
       <EuiTitle size="xs">
         <span>{title}</span>
       </EuiTitle>
-      <Histogram
-        height={180}
-        noHits={distribution.noHits}
-        tooltipHeader={tooltipHeader}
-        verticalLineHover={(bucket: FormattedBucket) => bucket.x}
-        xType="time-utc"
-        formatX={(value: Date) => {
-          const time = value.getTime();
-          return tickFormat(new Date(time - getTimezoneOffsetInMs(time)));
-        }}
-        buckets={buckets}
-        bucketSize={distribution.bucketSize}
-        formatYShort={(value: number) =>
-          i18n.translate('xpack.apm.errorGroupDetails.occurrencesShortLabel', {
-            defaultMessage: '{occCount} occ.',
-            values: { occCount: value },
-          })
-        }
-        formatYLong={(value: number) =>
-          i18n.translate('xpack.apm.errorGroupDetails.occurrencesLongLabel', {
-            defaultMessage:
-              '{occCount} {occCount, plural, one {occurrence} other {occurrences}}',
-            values: { occCount: value },
-          })
-        }
-        legends={[
-          {
-            color: theme.euiColorVis1,
-            // 0a abbreviates large whole numbers with metric prefixes like: 1000 = 1k, 32000 = 32k, 1000000 = 1m
-            legendValue: numeral(averageValue).format('0a'),
-            title: i18n.translate('xpack.apm.errorGroupDetails.avgLabel', {
-              defaultMessage: 'Avg.',
-            }),
-            legendClickDisabled: true,
-          },
-        ]}
-      />
+      <div style={{ height: 180 }}>
+        <Chart>
+          <Settings
+            xDomain={{ min: xMin, max: xMax }}
+            tooltip={tooltipProps}
+            showLegend
+            showLegendExtra
+            legendPosition={Position.Bottom}
+          />
+          <Axis
+            id="x-axis"
+            position={Position.Bottom}
+            showOverlappingTicks
+            tickFormat={xFormatter}
+          />
+          <Axis id="y-axis" position={Position.Left} ticks={2} showGridLines />
+          <HistogramBarSeries
+            minBarHeight={2}
+            id="errorOccurrences"
+            name="Occurences"
+            xScaleType={ScaleType.Linear}
+            yScaleType={ScaleType.Linear}
+            xAccessor="x0"
+            yAccessors={['y']}
+            data={buckets}
+            color={theme.eui.euiColorVis1}
+          />
+        </Chart>
+      </div>
     </div>
   );
 }