[ML] Explain log rate spikes: Plugin setup

.github/CODEOWNERS

@@ -187,10 +187,11 @@
 /x-pack/test/screenshot_creation/apps/ml_docs @elastic/ml-ui
 /x-pack/test/screenshot_creation/services/ml_screenshots.ts @elastic/ml-ui
 
-# ML team owns and maintains the transform plugin despite it living in the Data management section.
-/x-pack/plugins/transform/  @elastic/ml-ui
+# Additional plugins maintained by the ML team.
+/x-pack/plugins/aiops/ @elastic/ml-ui
 /x-pack/plugins/data_visualizer/ @elastic/ml-ui
 /x-pack/plugins/file_upload/ @elastic/ml-ui
+/x-pack/plugins/transform/  @elastic/ml-ui
 /x-pack/test/accessibility/apps/transform.ts  @elastic/ml-ui
 /x-pack/test/api_integration/apis/transform/ @elastic/ml-ui
 /x-pack/test/api_integration_basic/apis/transform/ @elastic/ml-ui

docs/developer/plugin-list.asciidoc

@@ -376,6 +376,10 @@ The plugin exposes the static DefaultEditorController class to consume.
 |The Kibana actions plugin provides a framework to create executable actions. You can:
 
 
+|{kib-repo}blob/{branch}/x-pack/plugins/aiops/README.md[aiops]
+|The plugin provides APIs and components for AIOps features, including the “Explain log rate spikes” UI, maintained by the ML team.
+
+
 |{kib-repo}blob/{branch}/x-pack/plugins/alerting/README.md[alerting]
 |The Kibana Alerting plugin provides a common place to set up rules. You can:
 

packages/kbn-optimizer/limits.yml

@@ -1,6 +1,7 @@
 pageLoadAssetSize:
   advancedSettings: 27596
   actions: 20000
+  aiops: 10000
   alerting: 106936
   apm: 64385
   canvas: 1066647

tsconfig.base.json

@@ -277,6 +277,8 @@
       "@kbn/ui-actions-enhanced-examples-plugin/*": ["x-pack/examples/ui_actions_enhanced_examples/*"],
       "@kbn/actions-plugin": ["x-pack/plugins/actions"],
       "@kbn/actions-plugin/*": ["x-pack/plugins/actions/*"],
+      "@kbn/aiops-plugin": ["x-pack/plugins/aiops"],
+      "@kbn/aiops-plugin/*": ["x-pack/plugins/aiops/*"],
       "@kbn/alerting-plugin": ["x-pack/plugins/alerting"],
       "@kbn/alerting-plugin/*": ["x-pack/plugins/alerting/*"],
       "@kbn/apm-plugin": ["x-pack/plugins/apm"],

x-pack/.i18nrc.json

@@ -37,6 +37,7 @@
     "xpack.logstash": ["plugins/logstash"],
     "xpack.main": "legacy/plugins/xpack_main",
     "xpack.maps": ["plugins/maps"],
+    "xpack.aiops": ["plugins/aiops"],
     "xpack.ml": ["plugins/ml"],
     "xpack.monitoring": ["plugins/monitoring"],
     "xpack.osquery": ["plugins/osquery"],

x-pack/plugins/aiops/README.md

@@ -0,0 +1,9 @@
+# aiops
+
+The plugin provides APIs and components for AIOps features, including the “Explain log rate spikes” UI, maintained by the ML team.
+
+---
+
+## Development
+
+See the [kibana contributing guide](https://github.com/elastic/kibana/blob/main/CONTRIBUTING.md) for instructions setting up your development environment.

x-pack/plugins/aiops/common/api/example_stream.ts

@@ -0,0 +1,68 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import { schema, TypeOf } from '@kbn/config-schema';
+
+export const aiopsExampleStreamSchema = schema.object({
+  /** Boolean flag to enable/disabling simulation of response errors. */
+  simulateErrors: schema.maybe(schema.boolean()),
+  /** Maximum timeout between streaming messages. */
+  timeout: schema.maybe(schema.number()),
+});
+
+export type AiopsExampleStreamSchema = TypeOf<typeof aiopsExampleStreamSchema>;
+
+export const API_ACTION_NAME = {
+  UPDATE_PROGRESS: 'update_progress',
+  ADD_TO_ENTITY: 'add_to_entity',
+  DELETE_ENTITY: 'delete_entity',
+} as const;
+export type ApiActionName = typeof API_ACTION_NAME[keyof typeof API_ACTION_NAME];
+
+interface ApiActionUpdateProgress {
+  type: typeof API_ACTION_NAME.UPDATE_PROGRESS;
+  payload: number;
+}
+
+export function updateProgressAction(payload: number): ApiActionUpdateProgress {
+  return {
+    type: API_ACTION_NAME.UPDATE_PROGRESS,
+    payload,
+  };
+}
+
+interface ApiActionAddToEntity {
+  type: typeof API_ACTION_NAME.ADD_TO_ENTITY;
+  payload: {
+    entity: string;
+    value: number;
+  };
+}
+
+export function addToEntityAction(entity: string, value: number): ApiActionAddToEntity {
+  return {
+    type: API_ACTION_NAME.ADD_TO_ENTITY,
+    payload: {
+      entity,
+      value,
+    },
+  };
+}
+
+interface ApiActionDeleteEntity {
+  type: typeof API_ACTION_NAME.DELETE_ENTITY;
+  payload: string;
+}
+
+export function deleteEntityAction(payload: string): ApiActionDeleteEntity {
+  return {
+    type: API_ACTION_NAME.DELETE_ENTITY,
+    payload,
+  };
+}
+
+export type ApiAction = ApiActionUpdateProgress | ApiActionAddToEntity | ApiActionDeleteEntity;

x-pack/plugins/aiops/common/api/index.ts

@@ -0,0 +1,19 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import type { AiopsExampleStreamSchema } from './example_stream';
+
+export const API_ENDPOINT = {
+  EXAMPLE_STREAM: '/internal/aiops/example_stream',
+  ANOTHER: '/internal/aiops/another',
+} as const;
+export type ApiEndpoint = typeof API_ENDPOINT[keyof typeof API_ENDPOINT];
+
+export interface ApiEndpointOptions {
+  [API_ENDPOINT.EXAMPLE_STREAM]: AiopsExampleStreamSchema;
+  [API_ENDPOINT.ANOTHER]: { anotherOption: string };
+}

x-pack/plugins/aiops/common/index.ts

@@ -0,0 +1,22 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+/**
+ * PLUGIN_ID is used as a unique identifier for the aiops plugin
+ */
+export const PLUGIN_ID = 'aiops';
+
+/**
+ * PLUGIN_NAME is used as the display name for the aiops plugin
+ */
+export const PLUGIN_NAME = 'AIOps';
+
+/**
+ * This is an internal hard coded feature flag so we can easily turn on/off the
+ * "Explain log rate spikes UI" during development until the first release.
+ */
+export const AIOPS_ENABLED = true;

x-pack/plugins/aiops/jest.config.js

@@ -0,0 +1,15 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+module.exports = {
+  preset: '@kbn/test',
+  rootDir: '../../..',
+  roots: ['<rootDir>/x-pack/plugins/aiops'],
+  coverageDirectory: '<rootDir>/target/kibana-coverage/jest/x-pack/plugins/aiops',
+  coverageReporters: ['text', 'html'],
+  collectCoverageFrom: ['<rootDir>/x-pack/plugins/aiops/{common,public,server}/**/*.{js,ts,tsx}'],
+};

x-pack/plugins/aiops/kibana.json

@@ -0,0 +1,16 @@
+{
+  "id": "aiops",
+  "version": "1.0.0",
+  "kibanaVersion": "kibana",
+  "owner": {
+    "name": "Machine Learning UI",
+    "githubTeam": "ml-ui"
+  },
+  "description": "AIOps plugin maintained by ML team.",
+  "server": true,
+  "ui": true,
+  "requiredPlugins": [],
+  "optionalPlugins": [],
+  "requiredBundles": ["kibanaReact"],
+  "extraPublicDirs": ["common"]
+}

x-pack/plugins/aiops/public/api/index.ts

@@ -0,0 +1,15 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import { lazyLoadModules } from '../lazy_load_bundle';
+
+import type { ExplainLogRateSpikesSpec } from '../components/explain_log_rate_spikes';
+
+export async function getExplainLogRateSpikesComponent(): Promise<() => ExplainLogRateSpikesSpec> {
+  const modules = await lazyLoadModules();
+  return () => modules.ExplainLogRateSpikes;
+}

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

@@ -0,0 +1,167 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import React, { useEffect, useState } from 'react';
+
+import { Chart, Settings, Axis, BarSeries, Position, ScaleType } from '@elastic/charts';
+
+import { i18n } from '@kbn/i18n';
+import { FormattedMessage } from '@kbn/i18n-react';
+import { useKibana } from '@kbn/kibana-react-plugin/public';
+
+import {
+  EuiBadge,
+  EuiButton,
+  EuiCheckbox,
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiPage,
+  EuiPageBody,
+  EuiPageContent,
+  EuiPageContentBody,
+  EuiPageContentHeader,
+  EuiProgress,
+  EuiSpacer,
+  EuiTitle,
+  EuiText,
+} from '@elastic/eui';
+
+import { getStatusMessage } from './get_status_message';
+import { initialState, resetStream, streamReducer } from './stream_reducer';
+import { useStreamFetchReducer } from './use_stream_fetch_reducer';
+
+export const AiopsApp = () => {
+  const { notifications } = useKibana();
+
+  const [simulateErrors, setSimulateErrors] = useState(false);
+
+  const { dispatch, start, cancel, data, isCancelled, isRunning } = useStreamFetchReducer(
+    '/internal/aiops/example_stream',
+    streamReducer,
+    initialState,
+    { simulateErrors }
+  );
+
+  const { errors, progress, entities } = data;
+
+  const onClickHandler = async () => {
+    if (isRunning) {
+      cancel();
+    } else {
+      dispatch(resetStream());
+      start();
+    }
+  };
+
+  useEffect(() => {
+    if (errors.length > 0) {
+      notifications.toasts.danger({ body: errors[errors.length - 1] });
+    }
+  }, [errors, notifications.toasts]);
+
+  const buttonLabel = isRunning
+    ? i18n.translate('xpack.aiops.stopbuttonText', {
+        defaultMessage: 'Stop development',
+      })
+    : i18n.translate('xpack.aiops.startbuttonText', {
+        defaultMessage: 'Start development',
+      });
+
+  return (
+    <EuiPage restrictWidth="1000px">
+      <EuiPageBody>
+        <EuiPageContent>
+          <EuiPageContentHeader>
+            <EuiTitle>
+              <h2>
+                <FormattedMessage
+                  id="xpack.aiops.congratulationsTitle"
+                  defaultMessage="Single endpoint streaming demo"
+                />
+              </h2>
+            </EuiTitle>
+          </EuiPageContentHeader>
+          <EuiPageContentBody>
+            <EuiText>
+              <EuiFlexGroup alignItems="center">
+                <EuiFlexItem grow={false}>
+                  <EuiButton
+                    type="primary"
+                    size="s"
+                    onClick={onClickHandler}
+                    aria-label={buttonLabel}
+                  >
+                    {buttonLabel}
+                  </EuiButton>
+                </EuiFlexItem>
+                <EuiFlexItem grow={false}>
+                  <EuiText>
+                    <EuiBadge>{progress}%</EuiBadge>
+                  </EuiText>
+                </EuiFlexItem>
+                <EuiFlexItem>
+                  <EuiProgress value={progress} max={100} size="xs" />
+                </EuiFlexItem>
+              </EuiFlexGroup>
+              <EuiSpacer />
+              <div style={{ height: '300px' }}>
+                <Chart>
+                  <Settings rotation={90} />
+                  <Axis
+                    id="entities"
+                    position={Position.Bottom}
+                    title={i18n.translate('xpack.aiops.barChart.commitsTitle', {
+                      defaultMessage: 'Commits',
+                    })}
+                    showOverlappingTicks
+                  />
+                  <Axis
+                    id="left2"
+                    title={i18n.translate('xpack.aiops.barChart.developersTitle', {
+                      defaultMessage: 'Developers',
+                    })}
+                    position={Position.Left}
+                  />
+
+                  <BarSeries
+                    id="commits"
+                    xScaleType={ScaleType.Linear}
+                    yScaleType={ScaleType.Linear}
+                    xAccessor="x"
+                    yAccessors={['y']}
+                    data={Object.entries(entities)
+                      .map(([x, y]) => {
+                        return {
+                          x,
+                          y,
+                        };
+                      })
+                      .sort((a, b) => b.y - a.y)}
+                  />
+                </Chart>
+              </div>
+              <p>{getStatusMessage(isRunning, isCancelled, data.progress)}</p>
+              <EuiCheckbox
+                id="aiopSimulateErrorsCheckbox"
+                label={i18n.translate(
+                  'xpack.aiops.explainLogRateSpikes.simulateErrorsCheckboxLabel',
+                  {
+                    defaultMessage:
+                      'Simulate errors (gets applied to new streams only, not currently running ones).',
+                  }
+                )}
+                checked={simulateErrors}
+                onChange={(e) => setSimulateErrors(!simulateErrors)}
+                compressed
+              />
+            </EuiText>
+          </EuiPageContentBody>
+        </EuiPageContent>
+      </EuiPageBody>
+    </EuiPage>
+  );
+};