[ML] MultiMetric/Population Job creation: Allow model plot enablement via checkbox

x-pack/plugins/ml/public/jobs/new_job/simple/components/enable_model_plot_checkbox/enable_model_plot_checkbox_directive.js

@@ -0,0 +1,153 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+import React from 'react';
+import ReactDOM from 'react-dom';
+
+import { EnableModelPlotCheckbox } from './enable_model_plot_checkbox_view.js';
+import { ml } from '../../../../../services/ml_api_service';
+
+import { uiModules } from 'ui/modules';
+const module = uiModules.get('apps/ml');
+
+module.directive('mlEnableModelPlotCheckbox', function () {
+  return {
+    restrict: 'AE',
+    replace: false,
+    scope: {
+      formConfig: '=',
+      ui: '=ui',
+      getJobFromConfig: '='
+    },
+    link: function ($scope, $element) {
+      const STATUS = {
+        FAILED: -1,
+        NOT_RUNNING: 0,
+        RUNNING: 1,
+        FINISHED: 2,
+        WARNING: 3,
+      };
+
+      function errorHandler(error) {
+        console.log('Cardinality could not be validated', error);
+        $scope.ui.cardinalityValidator.status = STATUS.FAILED;
+        $scope.ui.cardinalityValidator.message = 'Cardinality could not be validated';
+      }
+
+      // Only model plot cardinality relevant
+      // format:[{id:"cardinality_model_plot_high",modelPlotCardinality:11405}, {id:"cardinality_partition_field",fieldName:"clientip"}]
+      function checkCardinalitySuccess(data) {
+        const response = {
+          success: true,
+        };
+        // There were no fields to run cardinality on.
+        if (Array.isArray(data) && data.length === 0) {
+          return response;
+        }
+
+        for (let i = 0; i < data.length; i++) {
+          if (data[i].id === 'success_cardinality') {
+            break;
+          }
+
+          if (data[i].id === 'cardinality_model_plot_high') {
+            response.success = false;
+            response.highCardinality = data[i].modelPlotCardinality;
+            break;
+          }
+        }
+
+        return response;
+      }
+
+      function validateCardinality() {
+        $scope.ui.cardinalityValidator.status = STATUS.RUNNING;
+        $scope.ui.cardinalityValidator.message = '';
+
+        // create temporary job since cardinality validation expects that format
+        const tempJob = $scope.getJobFromConfig($scope.formConfig);
+
+        ml.validateCardinality(tempJob)
+          .then((response) => {
+            const validationResult = checkCardinalitySuccess(response);
+
+            if (validationResult.success === true) {
+              $scope.formConfig.enableModelPlot = true;
+              $scope.ui.cardinalityValidator.status = STATUS.FINISHED;
+            } else {
+              $scope.ui.cardinalityValidator.message = `Creating model plots is resource intensive and not recommended
+                where cardinality of the selected fields is greater than 100. Estimated cardinality
+                for this job is ${validationResult.highCardinality}.
+                If you enable model plot with this configuration we recommend you use a dedicated results index.`;
+
+              $scope.ui.cardinalityValidator.status = STATUS.WARNING;
+              // Go ahead and check the dedicated index box for them
+              $scope.formConfig.useDedicatedIndex = true;
+              // show the advanced section so the warning message is visible since validation failed
+              $scope.ui.showAdvanced = true;
+            }
+          })
+          .catch(errorHandler);
+      }
+
+      // Re-validate cardinality for updated fields/splitField
+      // when enable model plot is checked and form valid
+      function revalidateCardinalityOnFieldChange() {
+        if ($scope.formConfig.enableModelPlot === true && $scope.ui.formValid === true) {
+          validateCardinality();
+        }
+      }
+
+      $scope.handleCheckboxChange = (isChecked) => {
+        if (isChecked) {
+          $scope.formConfig.enableModelPlot = true;
+          validateCardinality();
+        } else {
+          $scope.formConfig.enableModelPlot = false;
+          $scope.ui.cardinalityValidator.status = STATUS.FINISHED;
+          $scope.ui.cardinalityValidator.message = '';
+        }
+      };
+
+      // Update checkbox on these changes
+      $scope.$watch('ui.formValid', updateCheckbox, true);
+      $scope.$watch('ui.cardinalityValidator.status', updateCheckbox, true);
+      // MultiMetric: Fire off cardinality validatation when fields and/or split by field is updated
+      $scope.$watch('formConfig.fields', revalidateCardinalityOnFieldChange, true);
+      $scope.$watch('formConfig.splitField', revalidateCardinalityOnFieldChange, true);
+      // Population: Fire off cardinality validatation when overField is updated
+      $scope.$watch('formConfig.overField', revalidateCardinalityOnFieldChange, true);
+
+      function updateCheckbox() {
+        // disable if (check is running && checkbox checked) or (form is invalid && checkbox unchecked)
+        const checkboxDisabled = (
+          ($scope.ui.cardinalityValidator.status === STATUS.RUNNING &&
+          $scope.formConfig.enableModelPlot === true) ||
+          ($scope.ui.formValid !== true &&
+          $scope.formConfig.enableModelPlot === false)
+        );
+        const validatorRunning = ($scope.ui.cardinalityValidator.status === STATUS.RUNNING);
+        const warningStatus = ($scope.ui.cardinalityValidator.status === STATUS.WARNING);
+        const checkboxText = (validatorRunning) ? 'Validating cardinality...' : 'Enable model plot';
+
+        const props = {
+          checkboxDisabled,
+          checkboxText,
+          onCheckboxChange: $scope.handleCheckboxChange,
+          warningContent: $scope.ui.cardinalityValidator.message,
+          warningStatus,
+        };
+
+        ReactDOM.render(
+          React.createElement(EnableModelPlotCheckbox, props),
+          $element[0]
+        );
+      }
+
+      updateCheckbox();
+    }
+  };
+});

x-pack/plugins/ml/public/jobs/new_job/simple/components/enable_model_plot_checkbox/enable_model_plot_checkbox_view.js

@@ -0,0 +1,98 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+
+
+import PropTypes from 'prop-types';
+import React, { Fragment, Component } from 'react';
+
+import {
+  EuiCallOut,
+  EuiCheckbox,
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiIconTip,
+} from '@elastic/eui';
+
+
+export class EnableModelPlotCheckbox extends Component {
+  constructor(props) {
+    super(props);
+
+    this.state = {
+      checked: false,
+    };
+  }
+
+  tooltipContent = `Select to enable model plot. Stores model information along with results.
+                  Can add considerable overhead to the performance of the system.`;
+
+  warningTitle = 'Proceed with caution!';
+
+  onChange = (e) => {
+    this.setState({
+      checked: e.target.checked,
+    });
+
+    this.props.onCheckboxChange(e.target.checked);
+  };
+
+  renderWarningCallout = () => (
+    <Fragment>
+      <EuiFlexGroup direction="column">
+        <EuiFlexItem grow={false}>
+          <EuiCallOut
+            title={this.warningTitle}
+            color="warning"
+            iconType="help"
+          >
+            <p>
+              {this.props.warningContent}
+            </p>
+          </EuiCallOut>
+        </EuiFlexItem>
+      </EuiFlexGroup>
+    </Fragment>
+  );
+
+  render() {
+    return (
+      <Fragment>
+        <EuiFlexGroup alignItems="center" gutterSize="s" responsive={false}>
+          <EuiFlexItem grow={false}>
+            <EuiCheckbox
+              id="new_job_enable_model_plot"
+              label={this.props.checkboxText}
+              onChange={this.onChange}
+              disabled={this.props.checkboxDisabled}
+              checked={this.state.checked}
+            />
+          </EuiFlexItem>
+
+          <EuiFlexItem grow={false}>
+            <EuiIconTip
+              content={this.tooltipContent}
+              size={'s'}
+            />
+          </EuiFlexItem>
+        </EuiFlexGroup>
+        { this.props.warningStatus && this.renderWarningCallout() }
+      </Fragment>
+    );
+  }
+}
+
+EnableModelPlotCheckbox.propTypes = {
+  checkboxDisabled: PropTypes.bool,
+  checkboxText: PropTypes.string.isRequired,
+  onCheckboxChange: PropTypes.func.isRequired,
+  warningStatus: PropTypes.bool.isRequired,
+  warningContent: PropTypes.string.isRequired,
+};
+
+EnableModelPlotCheckbox.defaultProps = {
+  checkboxDisabled: false,
+};

x-pack/plugins/ml/public/jobs/new_job/simple/components/enable_model_plot_checkbox/index.js

@@ -0,0 +1,8 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+
+import './enable_model_plot_checkbox_directive.js';

x-pack/plugins/ml/public/jobs/new_job/simple/components/general_job_details/general_job_details.html

@@ -47,6 +47,13 @@
       <i ml-info-icon="new_job_advanced_settings" ></i>
     </div>
     <div class='advanced-group' ng-show="ui.showAdvanced">
+      <div class="form-group">
+        <ml-enable-model-plot-checkbox
+          form-config='formConfig'
+          ui='ui'
+          get-job-from-config='getJobFromConfig'>
+        </ml-enable-model-plot-checkbox>
+      </div>
       <div class="form-group">
       <label class='kuiCheckBoxLabel kuiVerticalRhythm'>
         <input type="checkbox"

x-pack/plugins/ml/public/jobs/new_job/simple/multi_metric/create_job/create_job_controller.js

@@ -130,6 +130,7 @@ module
       formValid: false,
       bucketSpanValid: true,
       bucketSpanEstimator: { status: 0, message: '' },
+      cardinalityValidator: { status: 0, message: '' },
       aggTypeOptions: filterAggTypes(aggTypes.byType[METRIC_AGG_TYPE]),
       fields: [],
       splitFields: [],
@@ -202,6 +203,7 @@ module
       description: '',
       jobGroups: [],
       useDedicatedIndex: false,
+      enableModelPlot: false,
       isSparseData: false,
       modelMemoryLimit: DEFAULT_MODEL_MEMORY_LIMIT
     };
@@ -513,6 +515,9 @@ module
       }
     };
 
+    // expose this function so it can be used in the enable model plot checkbox directive
+    $scope.getJobFromConfig = mlMultiMetricJobService.getJobFromConfig;
+
     addJobValidationMethods($scope, mlMultiMetricJobService);
 
     function loadCharts() {

x-pack/plugins/ml/public/jobs/new_job/simple/multi_metric/create_job/create_job_service.js

@@ -173,6 +173,14 @@ export function MultiMetricJobServiceProvider() {
       const job = mlJobService.getBlankJob();
       job.data_description.time_field = formConfig.timeField;
 
+      if (formConfig.enableModelPlot === true) {
+        job.model_plot_config = {
+          enabled: true
+        };
+      } else if (formConfig.enableModelPlot === false) {
+        delete job.model_plot_config;
+      }
+
       _.each(formConfig.fields, (field, key) => {
         let func = field.agg.type.mlName;
         if (formConfig.isSparseData) {

x-pack/plugins/ml/public/jobs/new_job/simple/multi_metric/create_job/index.js

@@ -19,6 +19,7 @@ import 'plugins/ml/jobs/new_job/simple/components/fields_selection';
 import 'plugins/ml/jobs/new_job/simple/components/influencers_selection';
 import 'plugins/ml/jobs/new_job/simple/components/bucket_span_selection';
 import 'plugins/ml/jobs/new_job/simple/components/general_job_details';
+import 'plugins/ml/jobs/new_job/simple/components/enable_model_plot_checkbox';
 import 'plugins/ml/jobs/new_job/simple/components/agg_types_filter';
 import 'plugins/ml/components/job_group_select';
 import 'plugins/ml/components/full_time_range_selector';

x-pack/plugins/ml/public/jobs/new_job/simple/population/create_job/create_job_controller.js

@@ -130,6 +130,7 @@ module
       formValid: false,
       bucketSpanValid: true,
       bucketSpanEstimator: { status: 0, message: '' },
+      cardinalityValidator: { status: 0, message: '' },
       aggTypeOptions: filterAggTypes(aggTypes.byType[METRIC_AGG_TYPE]),
       fields: [],
       overFields: [],
@@ -207,6 +208,7 @@ module
       description: '',
       jobGroups: [],
       useDedicatedIndex: false,
+      enableModelPlot: false,
       modelMemoryLimit: DEFAULT_MODEL_MEMORY_LIMIT
     };
 
@@ -540,6 +542,9 @@ module
       }
     };
 
+    // expose this function so it can be used in the enable model plot checkbox directive
+    $scope.getJobFromConfig = mlPopulationJobService.getJobFromConfig;
+
     addJobValidationMethods($scope, mlPopulationJobService);
 
     function loadCharts() {

x-pack/plugins/ml/public/jobs/new_job/simple/population/create_job/create_job_service.js

@@ -196,6 +196,14 @@ export function PopulationJobServiceProvider(Private) {
       const job = mlJobService.getBlankJob();
       job.data_description.time_field = formConfig.timeField;
 
+      if (formConfig.enableModelPlot === true) {
+        job.model_plot_config = {
+          enabled: true
+        };
+      } else if (formConfig.enableModelPlot === false) {
+        delete job.model_plot_config;
+      }
+
       formConfig.fields.forEach(field => {
         let func = field.agg.type.mlName;
         if (formConfig.isSparseData) {

x-pack/plugins/ml/public/jobs/new_job/simple/population/create_job/index.js

@@ -19,6 +19,7 @@ import 'plugins/ml/jobs/new_job/simple/components/fields_selection_population';
 import 'plugins/ml/jobs/new_job/simple/components/influencers_selection';
 import 'plugins/ml/jobs/new_job/simple/components/bucket_span_selection';
 import 'plugins/ml/jobs/new_job/simple/components/general_job_details';
+import 'plugins/ml/jobs/new_job/simple/components/enable_model_plot_checkbox';
 import 'plugins/ml/jobs/new_job/simple/components/agg_types_filter';
 import 'plugins/ml/components/job_group_select';
 import 'plugins/ml/components/full_time_range_selector';

x-pack/plugins/ml/public/services/ml_api_service/index.js

@@ -100,6 +100,14 @@ export const ml = {
     });
   },
 
+  validateCardinality(obj) {
+    return http({
+      url: `${basePath}/validate/cardinality`,
+      method: 'POST',
+      data: obj
+    });
+  },
+
   getDatafeeds(obj) {
     const datafeedId = (obj && obj.datafeedId) ? `/${obj.datafeedId}` : '';
     return http({

x-pack/plugins/ml/server/models/job_validation/index.js

@@ -7,3 +7,4 @@
 
 
 export { validateJob } from './job_validation';
+export { validateCardinality } from './validate_cardinality';