Add Suppression Anomaly Rules in Advanced Settings (#859)

This PR introduces suppression anomaly rules under the Advanced Settings section, enabling users to suppress anomalies based on the difference between expected and actual values, either as an absolute value or a relative percentage.

Testing:
* Added unit tests to verify the suppression rules functionality.
* Conducted manual end-to-end (e2e) tests to validate the implementation.

Signed-off-by: Kaituo Li <kaituo@amazon.com>

.github/workflows/remote-integ-tests-workflow.yml

@@ -151,10 +151,7 @@ jobs:
 
       - name: Run spec files from output
         run: |
-          for i in $FILELIST; do
-            yarn cypress:run-without-security --browser electron --spec "${i}"
-            sleep 60
-          done
+          env CYPRESS_NO_COMMAND_LOG=1 yarn cypress:run-without-security --browser chromium --spec 'cypress/integration/plugins/anomaly-detection-dashboards-plugin/*'
         working-directory: opensearch-dashboards-functional-test
 
       - name: Capture failure screenshots

public/models/interfaces.ts

@@ -15,7 +15,10 @@ import { DETECTOR_STATE } from '../../server/utils/constants';
 import { Duration } from 'moment';
 import moment from 'moment';
 import { MDSQueryParams } from '../../server/models/types';
-import { ImputationOption } from './types';
+import {
+  ImputationOption,
+  Rule
+} from './types';
 
 export type FieldInfo = {
   label: string;
@@ -212,6 +215,7 @@ export type Detector = {
   taskProgress?: number;
   taskError?: string;
   imputationOption?: ImputationOption;
+  rules?: Rule[];
 };
 
 export type DetectorListItem = {

public/models/types.ts

@@ -33,3 +33,87 @@ export enum ImputationMethod {
   PREVIOUS = 'PREVIOUS',
 }
 
+// Constants for field names
+export const RULES_FIELD = "rules";
+export const ACTION_FIELD = "action";
+export const CONDITIONS_FIELD = "conditions";
+export const FEATURE_NAME_FIELD = "feature_name";
+export const THRESHOLD_TYPE_FIELD = "threshold_type";
+export const OPERATOR_FIELD = "operator";
+export const VALUE_FIELD = "value";
+
+// Enums
+export enum Action {
+  IGNORE_ANOMALY = "IGNORE_ANOMALY", // ignore anomaly if found
+}
+
+export enum ThresholdType {
+  /**
+   * Specifies a threshold for ignoring anomalies where the actual value
+   * exceeds the expected value by a certain margin.
+   *
+   * Assume a represents the actual value and b signifies the expected value.
+   * IGNORE_SIMILAR_FROM_ABOVE implies the anomaly should be disregarded if a-b
+   * is less than or equal to ignoreSimilarFromAbove.
+   */
+  ACTUAL_OVER_EXPECTED_MARGIN = "ACTUAL_OVER_EXPECTED_MARGIN",
+
+  /**
+   * Specifies a threshold for ignoring anomalies where the actual value
+   * is below the expected value by a certain margin.
+   *
+   * Assume a represents the actual value and b signifies the expected value.
+   * Likewise, IGNORE_SIMILAR_FROM_BELOW
+   * implies the anomaly should be disregarded if b-a is less than or equal to
+   * ignoreSimilarFromBelow.
+   */
+  EXPECTED_OVER_ACTUAL_MARGIN = "EXPECTED_OVER_ACTUAL_MARGIN",
+
+  /**
+   * Specifies a threshold for ignoring anomalies based on the ratio of
+   * the difference to the actual value when the actual value exceeds
+   * the expected value.
+   *
+   * Assume a represents the actual value and b signifies the expected value.
+   * The variable IGNORE_NEAR_EXPECTED_FROM_ABOVE_BY_RATIO presumably implies the
+   * anomaly should be disregarded if the ratio of the deviation from the actual
+   * to the expected (a-b)/|a| is less than or equal to IGNORE_NEAR_EXPECTED_FROM_ABOVE_BY_RATIO.
+   */
+  ACTUAL_OVER_EXPECTED_RATIO = "ACTUAL_OVER_EXPECTED_RATIO",
+
+  /**
+   * Specifies a threshold for ignoring anomalies based on the ratio of
+   * the difference to the actual value when the actual value is below
+   * the expected value.
+   *
+   * Assume a represents the actual value and b signifies the expected value.
+   * Likewise, IGNORE_NEAR_EXPECTED_FROM_BELOW_BY_RATIO appears to indicate that the anomaly
+   * should be ignored if the ratio of the deviation from the expected to the actual
+   * (b-a)/|a| is less than or equal to ignoreNearExpectedFromBelowByRatio.
+   */
+  EXPECTED_OVER_ACTUAL_RATIO = "EXPECTED_OVER_ACTUAL_RATIO",
+}
+
+// Method to get the description of ThresholdType
+export function getThresholdTypeDescription(thresholdType: ThresholdType): string {
+  return thresholdType; // In TypeScript, the enum itself holds the description.
+}
+
+// Enums for Operators
+export enum Operator {
+  LTE = "LTE",
+}
+
+// Interfaces for Rule and Condition
+export interface Rule {
+  action: Action;
+  conditions: Condition[];
+}
+
+export interface Condition {
+  featureName: string;
+  thresholdType: ThresholdType;
+  operator: Operator;
+  value: number;
+}
+