[ML] Adds the class_assignment_objective to classification (#60358) (#60370)

* [ML] add maximize_minimum_recall to classification analysis

* [ML] fix mutation of the original job during the cloning

x-pack/plugins/ml/common/types/common.ts

@@ -19,3 +19,15 @@ export function dictionaryToArray<TValue>(dict: Dictionary<TValue>): TValue[] {
 export type DeepPartial<T> = {
   [P in keyof T]?: DeepPartial<T[P]>;
 };
+
+export type DeepReadonly<T> = T extends Array<infer R>
+  ? ReadonlyArray<DeepReadonly<T>>
+  : T extends Function
+  ? T
+  : T extends object
+  ? DeepReadonlyObject<T>
+  : T;
+
+type DeepReadonlyObject<T> = {
+  readonly [P in keyof T]: DeepReadonly<T[P]>;
+};

x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/action_clone.tsx

@@ -6,8 +6,9 @@
 
 import { EuiButtonEmpty } from '@elastic/eui';
 import React, { FC } from 'react';
-import { isEqual } from 'lodash';
+import { isEqual, cloneDeep } from 'lodash';
 import { i18n } from '@kbn/i18n';
+import { DeepReadonly } from '../../../../../../../common/types/common';
 import { DataFrameAnalyticsConfig, isOutlierAnalysis } from '../../../../common';
 import { isClassificationAnalysis, isRegressionAnalysis } from '../../../../common/analytics';
 import { CreateAnalyticsFormProps } from '../../hooks/use_create_analytics_form';
@@ -97,6 +98,10 @@ const getAnalyticsJobMeta = (config: CloneDataFrameAnalyticsConfig): AnalyticsJo
             num_top_feature_importance_values: {
               optional: true,
             },
+            class_assignment_objective: {
+              optional: true,
+              defaultValue: 'maximize_minimum_recall',
+            },
           },
         }
       : {}),
@@ -257,20 +262,25 @@ export type CloneDataFrameAnalyticsConfig = Omit<
   'id' | 'version' | 'create_time'
 >;
 
-export function extractCloningConfig(
-  originalConfig: DataFrameAnalyticsConfig
-): CloneDataFrameAnalyticsConfig {
-  const {
-    // Omit non-relevant props from the configuration
-    id,
-    version,
-    create_time,
-    ...cloneConfig
-  } = originalConfig;
-
-  // Reset the destination index
-  cloneConfig.dest.index = '';
-  return cloneConfig;
+/**
+ * Gets complete original configuration as an input
+ * and returns the config for cloning omitting
+ * non-relevant parameters and resetting the destination index.
+ */
+export function extractCloningConfig({
+  id,
+  version,
+  create_time,
+  ...configToClone
+}: DeepReadonly<DataFrameAnalyticsConfig>): CloneDataFrameAnalyticsConfig {
+  return (cloneDeep({
+    ...configToClone,
+    dest: {
+      ...configToClone.dest,
+      // Reset the destination index
+      index: '',
+    },
+  }) as unknown) as CloneDataFrameAnalyticsConfig;
 }
 
 export function getCloneAction(createAnalyticsForm: CreateAnalyticsFormProps) {
@@ -280,7 +290,7 @@ export function getCloneAction(createAnalyticsForm: CreateAnalyticsFormProps) {
 
   const { actions } = createAnalyticsForm;
 
-  const onClick = async (item: DataFrameAnalyticsListRow) => {
+  const onClick = async (item: DeepReadonly<DataFrameAnalyticsListRow>) => {
     await actions.setJobClone(item.config);
   };
 
@@ -294,7 +304,7 @@ export function getCloneAction(createAnalyticsForm: CreateAnalyticsFormProps) {
 }
 
 interface CloneActionProps {
-  item: DataFrameAnalyticsListRow;
+  item: DeepReadonly<DataFrameAnalyticsListRow>;
   createAnalyticsForm: CreateAnalyticsFormProps;
 }
 

x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/components/analytics_list/actions.tsx

@@ -7,6 +7,7 @@
 import React from 'react';
 import { i18n } from '@kbn/i18n';
 import { EuiButtonEmpty, EuiToolTip } from '@elastic/eui';
+import { DeepReadonly } from '../../../../../../../common/types/common';
 
 import {
   checkPermission,
@@ -107,7 +108,7 @@ export const getActions = (createAnalyticsForm: CreateAnalyticsFormProps) => {
       },
     },
     {
-      render: (item: DataFrameAnalyticsListRow) => {
+      render: (item: DeepReadonly<DataFrameAnalyticsListRow>) => {
         return <CloneAction item={item} createAnalyticsForm={createAnalyticsForm} />;
       },
     },

x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/actions.ts

@@ -4,6 +4,7 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
+import { DeepReadonly } from '../../../../../../../common/types/common';
 import { DataFrameAnalyticsConfig } from '../../../../common';
 import { FormMessage, State, SourceIndexMap } from './state';
 
@@ -64,7 +65,7 @@ export type Action =
   | { type: ACTION.SET_JOB_CONFIG; payload: State['jobConfig'] }
   | { type: ACTION.SET_JOB_IDS; jobIds: State['jobIds'] }
   | { type: ACTION.SET_ESTIMATED_MODEL_MEMORY_LIMIT; value: State['estimatedModelMemoryLimit'] }
-  | { type: ACTION.SET_JOB_CLONE; cloneJob: DataFrameAnalyticsConfig };
+  | { type: ACTION.SET_JOB_CLONE; cloneJob: DeepReadonly<DataFrameAnalyticsConfig> };
 
 // Actions wrapping the dispatcher exposed by the custom hook
 export interface ActionDispatchers {
@@ -79,5 +80,5 @@ export interface ActionDispatchers {
   startAnalyticsJob: () => void;
   switchToAdvancedEditor: () => void;
   setEstimatedModelMemoryLimit: (value: State['estimatedModelMemoryLimit']) => void;
-  setJobClone: (cloneJob: DataFrameAnalyticsConfig) => Promise<void>;
+  setJobClone: (cloneJob: DeepReadonly<DataFrameAnalyticsConfig>) => Promise<void>;
 }

x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/state.ts

@@ -5,7 +5,7 @@
  */
 
 import { EuiComboBoxOptionOption } from '@elastic/eui';
-import { DeepPartial } from '../../../../../../../common/types/common';
+import { DeepPartial, DeepReadonly } from '../../../../../../../common/types/common';
 import { checkPermission } from '../../../../../privilege/check_privilege';
 import { mlNodesAvailable } from '../../../../../ml_nodes_check';
 
@@ -91,7 +91,7 @@ export interface State {
   jobIds: DataFrameAnalyticsId[];
   requestMessages: FormMessage[];
   estimatedModelMemoryLimit: string;
-  cloneJob?: DataFrameAnalyticsConfig;
+  cloneJob?: DeepReadonly<DataFrameAnalyticsConfig>;
 }
 
 export const getInitialState = (): State => ({
@@ -195,7 +195,7 @@ export const getJobConfigFromFormState = (
  * For cloning we keep job id and destination index empty.
  */
 export function getCloneFormStateFromJobConfig(
-  analyticsJobConfig: CloneDataFrameAnalyticsConfig
+  analyticsJobConfig: Readonly<CloneDataFrameAnalyticsConfig>
 ): Partial<State['form']> {
   const jobType = Object.keys(analyticsJobConfig.analysis)[0] as ANALYSIS_CONFIG_TYPE;
 

x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/use_create_analytics_form.ts

@@ -10,6 +10,7 @@ import { i18n } from '@kbn/i18n';
 
 import { SimpleSavedObject } from 'kibana/public';
 import { isErrorResponse } from '../../../../../../../common/types/errors';
+import { DeepReadonly } from '../../../../../../../common/types/common';
 import { ml } from '../../../../../services/ml_api_service';
 import { useMlContext } from '../../../../../contexts/ml';
 
@@ -313,7 +314,7 @@ export const useCreateAnalyticsForm = (): CreateAnalyticsFormProps => {
     dispatch({ type: ACTION.SET_ESTIMATED_MODEL_MEMORY_LIMIT, value });
   };
 
-  const setJobClone = async (cloneJob: DataFrameAnalyticsConfig) => {
+  const setJobClone = async (cloneJob: DeepReadonly<DataFrameAnalyticsConfig>) => {
     resetForm();
     await prepareFormValidation();