[ML] Explain Log Rate Spikes: Histogram fixes. (#139933)

Fixes histogram styling, some alignments with discover chart.

- Switch BarSeries to HistogramBarSeries.
- Fix too generic IDs.
- Align y axis ticks settings with Discover chart.
- Fixes horizontal margins.
- Fixes x domain to avoid empty buckets at start and end of histogram.

x-pack/plugins/aiops/public/components/document_count_content/document_count_chart/document_count_chart.tsx

@@ -10,10 +10,10 @@ import moment from 'moment';
 
 import {
   Axis,
-  BarSeries,
   BrushEndListener,
   Chart,
   ElementClickListener,
+  HistogramBarSeries,
   Position,
   ScaleType,
   Settings,
@@ -132,11 +132,6 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
   // TODO Let user choose between ZOOM and BRUSH mode.
   const [viewMode] = useState<VIEW_MODE>(VIEW_MODE.BRUSH);
 
-  const xDomain = {
-    min: timeRangeEarliest,
-    max: timeRangeLatest,
-  };
-
   const adjustedChartPoints = useMemo(() => {
     // Display empty chart when no data in range
     if (chartPoints.length < 1) return [{ time: timeRangeEarliest, value: 0 }];
@@ -174,12 +169,16 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
   }, [chartPointsSplit, timeRangeEarliest, timeRangeLatest, interval]);
 
   const snapTimestamps = useMemo(() => {
-    return adjustedChartPoints
-      .map((d) => d.time)
-      .filter(function (arg: unknown): arg is number {
-        return typeof arg === 'number';
-      });
-  }, [adjustedChartPoints]);
+    const timestamps: number[] = [];
+    let n = timeRangeEarliest;
+
+    while (n <= timeRangeLatest + interval) {
+      timestamps.push(n);
+      n += interval;
+    }
+
+    return timestamps;
+  }, [timeRangeEarliest, timeRangeLatest, interval]);
 
   const timefilterUpdateHandler = useCallback(
     (ranges: { from: number; to: number }) => {
@@ -219,8 +218,8 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
       ) {
         const wp = getWindowParameters(
           startRange + interval / 2,
-          xDomain.min,
-          xDomain.max + interval
+          timeRangeEarliest,
+          timeRangeLatest + interval
         );
         const wpSnap = getSnappedWindowParameters(wp, snapTimestamps);
         setOriginalWindowParameters(wpSnap);
@@ -326,7 +325,6 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
           }}
         >
           <Settings
-            xDomain={xDomain}
             onBrushEnd={viewMode !== VIEW_MODE.BRUSH ? (onBrushEnd as BrushEndListener) : undefined}
             onElementClick={onElementClick}
             onProjectionAreaChange={({ projection }) => {
@@ -336,17 +334,21 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
             theme={chartTheme}
             baseTheme={chartBaseTheme}
             debugState={window._echDebugStateFlag ?? false}
+            showLegend={false}
+            showLegendExtra={false}
           />
+          <Axis id="aiops-histogram-left-axis" position={Position.Left} ticks={2} integersOnly />
           <Axis
-            id="bottom"
+            id="aiops-histogram-bottom-axis"
             position={Position.Bottom}
             showOverlappingTicks={true}
             tickFormat={(value) => xAxisFormatter.convert(value)}
+            // temporary fix to reduce horizontal chart margin until fixed in Elastic Charts itself
+            labelFormat={useLegacyTimeAxis ? undefined : () => ''}
             timeAxisLayerCount={useLegacyTimeAxis ? 0 : 2}
             style={useLegacyTimeAxis ? {} : MULTILAYER_TIME_AXIS_STYLE}
           />
-          <Axis id="left" position={Position.Left} />
-          <BarSeries
+          <HistogramBarSeries
             id={SPEC_ID}
             name={chartPointsSplit ? overallSeriesNameWithSplit : overallSeriesName}
             xScaleType={ScaleType.Time}
@@ -354,11 +356,11 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
             xAccessor="time"
             yAccessors={['value']}
             data={adjustedChartPoints}
-            stackAccessors={[0]}
             timeZone={timeZone}
+            yNice
           />
           {chartPointsSplit && (
-            <BarSeries
+            <HistogramBarSeries
               id={`${SPEC_ID}_split`}
               name={splitSeriesName}
               xScaleType={ScaleType.Time}
@@ -366,9 +368,9 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
               xAccessor="time"
               yAccessors={['value']}
               data={adjustedChartPointsSplit}
-              stackAccessors={[0]}
               timeZone={timeZone}
               color={['orange']}
+              yNice
             />
           )}
           {windowParameters && (
@@ -376,12 +378,12 @@ export const DocumentCountChart: FC<DocumentCountChartProps> = ({
               <DualBrushAnnotation
                 id="aiopsBaseline"
                 min={windowParameters.baselineMin}
-                max={windowParameters.baselineMax - interval}
+                max={windowParameters.baselineMax}
               />
               <DualBrushAnnotation
                 id="aiopsDeviation"
                 min={windowParameters.deviationMin}
-                max={windowParameters.deviationMax - interval}
+                max={windowParameters.deviationMax}
               />
             </>
           )}

x-pack/plugins/aiops/public/components/document_count_content/document_count_content/document_count_content.tsx

@@ -4,7 +4,9 @@
  * 2.0; you may not use this file except in compliance with the Elastic License
  * 2.0.
  */
+
 import React, { useEffect, useState, FC } from 'react';
+import { min, max } from 'd3-array';
 
 import { EuiButtonEmpty, EuiFlexGroup, EuiFlexItem } from '@elastic/eui';
 
@@ -48,24 +50,32 @@ export const DocumentCountContent: FC<DocumentCountContentProps> = ({
     setIsBrushCleared(windowParameters === undefined);
   }, [windowParameters]);
 
-  if (documentCountStats === undefined) {
+  const bucketTimestamps = Object.keys(documentCountStats?.buckets ?? {}).map((time) => +time);
+  const timeRangeEarliest = min(bucketTimestamps);
+  const timeRangeLatest = max(bucketTimestamps);
+
+  if (
+    documentCountStats === undefined ||
+    documentCountStats.buckets === undefined ||
+    timeRangeEarliest === undefined ||
+    timeRangeLatest === undefined
+  ) {
     return totalCount !== undefined ? <TotalCountHeader totalCount={totalCount} /> : null;
   }
 
-  const { timeRangeEarliest, timeRangeLatest } = documentCountStats;
-  if (timeRangeEarliest === undefined || timeRangeLatest === undefined)
-    return <TotalCountHeader totalCount={totalCount} />;
-
-  let chartPoints: DocumentCountChartPoint[] = [];
-  if (documentCountStats.buckets !== undefined) {
-    const buckets: Record<string, number> = documentCountStats?.buckets;
-    chartPoints = Object.entries(buckets).map(([time, value]) => ({ time: +time, value }));
-  }
+  const chartPoints: DocumentCountChartPoint[] = Object.entries(documentCountStats.buckets).map(
+    ([time, value]) => ({
+      time: +time,
+      value,
+    })
+  );
 
   let chartPointsSplit: DocumentCountChartPoint[] | undefined;
   if (documentCountStatsSplit?.buckets !== undefined) {
-    const buckets: Record<string, number> = documentCountStatsSplit?.buckets;
-    chartPointsSplit = Object.entries(buckets).map(([time, value]) => ({ time: +time, value }));
+    chartPointsSplit = Object.entries(documentCountStatsSplit?.buckets).map(([time, value]) => ({
+      time: +time,
+      value,
+    }));
   }
 
   function brushSelectionUpdate(d: WindowParameters, force: boolean) {

x-pack/test/functional/apps/aiops/explain_log_rate_spikes.ts

@@ -85,14 +85,14 @@ export default function ({ getPageObject, getService }: FtrProviderContext) {
       await aiops.explainLogRateSpikes.adjustBrushHandler(
         'aiopsBrushDeviation',
         'handle--e',
-        targetPx
+        targetPx + intervalPx
       );
 
       // Adjust the left brush handle
       await aiops.explainLogRateSpikes.adjustBrushHandler(
         'aiopsBrushDeviation',
         'handle--w',
-        targetPx - intervalPx
+        targetPx
       );
 
       // Get the new brush selection width for later comparison.

x-pack/test/functional/apps/aiops/test_data.ts

@@ -19,7 +19,7 @@ export const farequoteDataViewTestData: TestData = {
         fieldName: 'airline',
         fieldValue: 'AAL',
         logRate: 'Chart type:bar chart',
-        pValue: '4.63e-14',
+        pValue: '1.26e-13',
         impact: 'High',
       },
     ],