feat: improve search experience

.changeset/shaggy-plums-bow.md

@@ -0,0 +1,5 @@
+---
+"@openstapps/app": patch
+---
+
+Bug fixes and Android target sdk version is now 34

backend/backend/config/b-tu/elasticsearchrc.js

@@ -8,8 +8,7 @@ const config = {
     database: {
       name: 'elasticsearch',
       query: {
-        minMatch: '60%',
-        queryType: 'query_string',
+        fields: ["name"]
       },
     },
   },

backend/backend/config/default/backend/boostings.js

@@ -39,7 +39,7 @@ const boostings = {
       type: SCThingType.AcademicEvent,
     },
     {
-      factor: 1.6,
+      factor: 2,
       type: SCThingType.Building,
     },
     {
@@ -85,7 +85,7 @@ const boostings = {
   ],
   place: [
     {
-      factor: 2,
+      factor: 3,
       type: SCThingType.Building,
     },
     {

backend/backend/config/default/elasticsearchrc.js

@@ -17,12 +17,21 @@ const config = {
       name: 'elasticsearch',
       version: '8.4.2',
       query: {
-        minMatch: '75%',
-        queryType: 'dis_max',
-        matchBoosting: 1.3,
-        fuzziness: 'AUTO',
-        cutoffFrequency: 0,
-        tieBreaker: 0,
+        type: 'best_fields',
+        fields: [
+          'identifiers^20',
+          'name^10',
+          'translations.*.name^10',
+          'alternateNames^10',
+          'translations.*.alternateNames^10',
+          'description^2',
+          'translations.*.description^2',
+          'categories^5',
+        ],
+      },
+      searchAsYouTypeQuery: {
+        type: 'phrase_prefix',
+        fields: ['name.completion', 'name.completion._2gram', 'name.completion._3gram'],
       },
     },
   },

backend/backend/src/storage/elasticsearch/elasticsearch.ts

@@ -20,6 +20,8 @@ import {
   IndicesGetAliasResponse,
   SearchHit,
   SearchResponse,
+  SearchTermSuggest,
+  SearchTermSuggestOption,
 } from '@elastic/elasticsearch/lib/api/types.js';
 import {SCConfigFile, SCSearchQuery, SCSearchResponse, SCThings, SCUuid} from '@openstapps/core';
 import {Logger} from '@openstapps/logger';
@@ -47,6 +49,9 @@ import {
 import {noUndefined} from './util/no-undefined.js';
 import {retryCatch, RetryOptions} from './util/retry.js';
 import {Feature, Point, Polygon} from 'geojson';
+import {parseSuggestions} from './util/parse-suggestions.js';
+import {buildScoringFunctions} from './query/boost/scoring-functions.js';
+import {buildFilter} from './query/filter.js';
 
 /**
  * A database interface for elasticsearch
@@ -355,6 +360,39 @@ export class Elasticsearch implements Database {
     throw new Error('You tried to PUT an non-existing object. PUT is only supported on existing objects.');
   }
 
+  public async searchAsYouType(parameters: SCSearchQuery): Promise<SCSearchResponse> {
+    const result = await this.client.search({
+      _source: 'name',
+      query: {
+        function_score: {
+          functions: buildScoringFunctions(this.config.internal.boostings, parameters.context),
+          query: {
+            bool: {
+              must: {
+                multi_match: {
+                  query: parameters.query,
+                  type: 'bool_prefix',
+                  fields: ['name.completion', 'name.completion._2gram', 'name.completion._3gram'],
+                },
+              },
+              should: [],
+              filter: parameters.filter === undefined ? undefined : buildFilter(parameters.filter),
+            },
+          },
+          score_mode: 'max',
+          boost_mode: 'multiply',
+        },
+      },
+      index: ACTIVE_INDICES_ALIAS,
+      allow_no_indices: true,
+      size: 5,
+    });
+
+    const suggestions = result.hits.hits.map(it => (it._source as any).name);
+    console.log(suggestions);
+    console.log(result.took);
+  }
+
   /**
    * Search all indexed data
    * @param parameters search query
@@ -364,18 +402,23 @@ export class Elasticsearch implements Database {
       throw new TypeError('Database is undefined. You have to configure the query build');
     }
 
-    const esConfig: ElasticsearchConfig = {
-      name: this.config.internal.database.name as 'elasticsearch',
-      version: this.config.internal.database.version as string,
-      query: this.config.internal.database.query as
-        | ElasticsearchQueryDisMaxConfig
-        | ElasticsearchQueryQueryStringConfig
-        | undefined,
-    };
+    const esConfig = this.config.internal.database as object as ElasticsearchConfig;
 
     const response: SearchResponse<SCThings> = await this.client.search({
       aggs: aggregations,
       query: buildQuery(parameters, this.config, esConfig),
+      suggest:
+        parameters.query === undefined
+          ? undefined
+          : {
+              text: parameters.query,
+              terms: {
+                term: {
+                  field: 'name',
+                  suggest_mode: 'missing',
+                },
+              },
+            },
       from: parameters.from,
       index: ACTIVE_INDICES_ALIAS,
       allow_no_indices: true,
@@ -395,6 +438,7 @@ export class Elasticsearch implements Database {
         response.aggregations === undefined
           ? []
           : parseAggregations(response.aggregations as Record<AggregateName, AggregationsMultiTermsBucket>),
+      suggestions: response.suggest === undefined ? undefined : parseSuggestions(response.suggest),
       pagination: {
         count: response.hits.hits.length,
         offset: typeof parameters.from === 'number' ? parameters.from : 0,

backend/backend/src/storage/elasticsearch/query/query.ts

@@ -30,84 +30,21 @@ export const buildQuery = function buildQuery(
   defaultConfig: SCConfigFile,
   elasticsearchConfig: ElasticsearchConfig,
 ): QueryDslQueryContainer {
-  // if config provides a minMatch parameter, we use query_string instead of a match query
-  let query;
-  if (elasticsearchConfig.query === undefined) {
-    query = {
-      query_string: {
-        analyzer: 'search_german',
-        default_field: 'name',
-        minimum_should_match: '90%',
-        query: typeof parameters.query === 'string' ? parameters.query : '*',
-      },
-    };
-  } else if (elasticsearchConfig.query.queryType === 'query_string') {
-    query = {
-      query_string: {
-        analyzer: 'search_german',
-        default_field: 'name',
-        minimum_should_match: elasticsearchConfig.query.minMatch,
-        query: typeof parameters.query === 'string' ? parameters.query : '*',
-      },
-    };
-  } else if (elasticsearchConfig.query.queryType === 'dis_max') {
-    if (typeof parameters.query === 'string' && parameters.query !== '*') {
-      query = {
-        dis_max: {
-          boost: 1.2,
-          queries: [
-            {
-              match: {
-                name: {
-                  boost: elasticsearchConfig.query.matchBoosting,
-                  fuzziness: elasticsearchConfig.query.fuzziness,
-                  query: parameters.query,
-                },
-              },
-            },
-            {
-              query_string: {
-                default_field: 'name',
-                minimum_should_match: elasticsearchConfig.query.minMatch,
-                query: parameters.query,
-              },
-            },
-          ],
-          tie_breaker: elasticsearchConfig.query.tieBreaker,
-        },
-      };
-    }
-  } else {
-    throw new Error(
-      'Unsupported query type. Check your config file and reconfigure your elasticsearch query',
-    );
-  }
-
-  const functionScoreQuery: QueryDslQueryContainer = {
+  return {
     function_score: {
       functions: buildScoringFunctions(defaultConfig.internal.boostings, parameters.context),
       query: {
         bool: {
-          minimum_should_match: 0, // if we have no should, nothing can match
-          must: [],
+          must:
+            parameters.query === undefined || parameters.query === '' || parameters.query === '*'
+              ? {match_all: {}}
+              : {multi_match: {...elasticsearchConfig.query, query: parameters.query}},
           should: [],
+          filter: parameters.filter === undefined ? undefined : buildFilter(parameters.filter),
         },
       },
-      score_mode: 'multiply',
+      score_mode: 'max',
+      boost_mode: 'multiply',
     },
   };
-
-  const mustMatch = functionScoreQuery.function_score?.query?.bool?.must;
-
-  if (Array.isArray(mustMatch)) {
-    if (query !== undefined) {
-      mustMatch.push(query);
-    }
-
-    if (parameters.filter !== undefined) {
-      mustMatch.push(buildFilter(parameters.filter));
-    }
-  }
-
-  return functionScoreQuery;
 };

backend/backend/src/storage/elasticsearch/types/elasticsearch-config.ts

@@ -13,68 +13,7 @@
  * this program. If not, see <https://www.gnu.org/licenses/>.
  */
 
-/**
- * A configuration for using the Dis Max Query
- *
- * See https://www.elastic.co/guide/en/elasticsearch/reference/5.5/query-dsl-dis-max-query.html for further
- * explanation of what the parameters mean
- */
-export interface ElasticsearchQueryDisMaxConfig {
-  /**
-   * Relative (to a total number of documents) or absolute number to exclude meaningless matches that frequently appear
-   */
-  cutoffFrequency: number;
-
-  /**
-   * The maximum allowed Levenshtein Edit Distance (or number of edits)
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/common-options.html#fuzziness
-   */
-  fuzziness: number | string;
-
-  /**
-   * Increase the importance (relevance score) of a field
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/mapping-boost.html
-   */
-  matchBoosting: number;
-
-  /**
-   * Minimal number (or percentage) of words that should match in a query
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/query-dsl-minimum-should-match.html
-   */
-  minMatch: string;
-
-  /**
-   * Type of the query - in this case 'dis_max' which is a union of its subqueries
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/query-dsl-dis-max-query.html
-   */
-  queryType: 'dis_max';
-
-  /**
-   * Changes behavior of default calculation of the score when multiple results match
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/query-dsl-multi-match-query.html#tie-breaker
-   */
-  tieBreaker: number;
-}
-
-/**
- * A configuration for using Query String Query
- *
- * See https://www.elastic.co/guide/en/elasticsearch/reference/5.5/query-dsl-query-string-query.html for further
- * explanation of what the parameters mean
- */
-export interface ElasticsearchQueryQueryStringConfig {
-  /**
-   * Minimal number (or percentage) of words that should match in a query
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/query-dsl-minimum-should-match.html
-   */
-  minMatch: string;
-
-  /**
-   * Type of the query - in this case 'query_string' which uses a query parser in order to parse content
-   * @see https://www.elastic.co/guide/en/elasticsearch/reference/5.6/query-dsl-query-string-query.html
-   */
-  queryType: 'query_string';
-}
+import {QueryDslMultiMatchQuery} from '@elastic/elasticsearch/lib/api/types.js';
 
 /**
  * An config file for the elasticsearch database interface
@@ -105,7 +44,12 @@ export interface ElasticsearchConfig {
   /**
    * Configuration for using queries
    */
-  query?: ElasticsearchQueryDisMaxConfig | ElasticsearchQueryQueryStringConfig;
+  query: Omit<QueryDslMultiMatchQuery, 'query'>;
+
+  /**
+   *
+   */
+  searchAsYouTypeQuery: Omit<QueryDslMultiMatchQuery, 'query'>;
 
   /**
    * Version of the used elasticsearch

backend/backend/src/storage/elasticsearch/util/parse-suggestions.ts

@@ -0,0 +1,28 @@
+import {
+  SearchSuggest,
+  SearchTermSuggest,
+  SearchTermSuggestOption,
+  SuggestionName,
+} from '@elastic/elasticsearch/lib/api/types.js';
+import {SCSearchSuggestions} from '@openstapps/core';
+
+/**
+ * Parse ES Suggestions to SC Search Suggestions
+ */
+export function parseSuggestions(suggest: Record<SuggestionName, SearchSuggest[]>): SCSearchSuggestions {
+  const termsSuggestions =
+    suggest.terms === undefined
+      ? []
+      : (suggest.terms as SearchTermSuggest[])
+          ?.map(
+            ({text, options}) =>
+              [
+                text,
+                (options as SearchTermSuggestOption[] | undefined)?.map(({text}) => text) ?? [],
+              ] as const,
+          )
+          .filter(([, suggestions]) => suggestions.length > 0) ?? [];
+  return {
+    terms: termsSuggestions.length === 0 ? undefined : Object.fromEntries(termsSuggestions),
+  };
+}

frontend/app/package.json

@@ -97,7 +97,7 @@
     "form-data": "4.0.0",
     "geojson": "0.5.0",
     "ionic-appauth": "0.9.0",
-    "jsonpath-plus": "6.0.1",
+    "jsonpath-plus": "10.0.6",
     "maplibre-gl": "4.0.2",
     "material-symbols": "0.17.1",
     "moment": "2.30.1",

frontend/app/src/app/modules/auth/auth-helper.service.ts

@@ -81,7 +81,6 @@ export class AuthHelperService {
       user[key as keyof SCUserConfiguration] = JSONPath({
         path: this.userConfigurationMap[key as keyof SCUserConfiguration] as string,
         json: userInfo,
-        preventEval: true,
       })[0];
     }
     if (user.givenName && user.givenName.length > 0 && user.familyName && user.familyName.length > 0) {

frontend/app/src/app/modules/data/list/search-page.component.ts

@@ -24,6 +24,7 @@ import {
   SCSearchQuery,
   SCSearchSort,
   SCThings,
+  SCSearchSuggestions,
 } from '@openstapps/core';
 import {NGXLogger} from 'ngx-logger';
 import {combineLatest, Subject} from 'rxjs';
@@ -110,6 +111,8 @@ export class SearchPageComponent implements OnInit {
    */
   items: Promise<SCThings[]>;
 
+  suggestions: SCSearchSuggestions | undefined;
+
   /**
    * Page size of queries
    */
@@ -219,6 +222,7 @@ export class SearchPageComponent implements OnInit {
 
     try {
       const result = await this.dataProvider.search(searchOptions);
+      this.suggestions = result.suggestions;
       this.singleTypeResponse = result.facets.find(facet => facet.field === 'type')?.buckets.length === 1;
       if (append) {
         // append results
@@ -283,6 +287,12 @@ export class SearchPageComponent implements OnInit {
     this.contextMenuService.updateContextFilter(facets);
   }
 
+  applySuggestion(target: string, suggestion: string) {
+    this.queryText = this.queryText.replaceAll(target, suggestion);
+    this.suggestions = undefined;
+    this.searchStringChanged(this.queryText);
+  }
+
   ngOnInit(defaultListeners = true) {
     this.initialize();
     this.contextMenuService.setContextSort({

frontend/app/src/app/modules/data/list/search-page.html

@@ -69,7 +69,23 @@
 </ion-header>
 
 <ion-content class="content">
+  <div class="suggestions">
+    @if (suggestions?.terms; as terms) {
+      <span>{{ 'search.SUGGESTIONS' | translate }}: </span>
+      @for (suggestion of terms | keyvalue; track suggestion) {
+        @for (term of suggestion.value; track term) {
+          @if ($index == 0) {
+            <b (click)="applySuggestion(suggestion.key, term)" class="suggestion">{{ term }}</b>
+          } @else {
+            <span (click)="applySuggestion(suggestion.key, term)" class="suggestion">{{ term }}</span>
+          }
+        }
+      }
+    }
+  </div>
+
   <div
+    class="hint"
     [class.no-results]="!showDefaultData && !items && !loading"
     [style.display]="!showDefaultData && !items && !loading ? 'block' : 'none'"
   >

frontend/app/src/app/modules/data/list/search-page.scss

@@ -46,7 +46,7 @@ ion-content {
   --background: var(--ion-background-color);
 }
 
-.content > div {
+.content > .hint {
   height: 100%;
 
   ion-label.centered-message-container {
@@ -60,3 +60,19 @@ ion-content {
 ion-header {
   background: var(--ion-color-primary);
 }
+
+.suggestions {
+  padding: var(--spacing-md);
+  padding-block-end: 0;
+}
+
+.suggestion {
+  cursor: pointer;
+}
+
+.suggestion + .suggestion::before {
+  cursor: text;
+  content: ',';
+  padding-inline-end: 0.25ch;
+  font-weight: normal;
+}

frontend/app/src/app/modules/profile/id-cards.provider.ts

@@ -41,7 +41,7 @@ export class IdCardsProvider {
                 mergeMap(user => this.fetchFallbackIdCards(user)),
                 startWith([]),
               )
-          : of([]).pipe(tap(() => this.encryptedStorageProvider.delete('id-cards'))),
+          : of([]).pipe(tap({next: () => this.encryptedStorageProvider.delete('id-cards')})),
       ),
     );
   }
@@ -54,7 +54,7 @@ export class IdCardsProvider {
         },
         responseType: 'json',
       })
-      .pipe(tap(idCards => this.encryptedStorageProvider.set('id-cards', idCards)));
+      .pipe(tap({next: idCards => this.encryptedStorageProvider.set('id-cards', idCards)}));
   }
 
   private fetchFallbackIdCards(user: SCUserConfiguration): Observable<SCIdCard[]> {

frontend/app/src/assets/i18n/de.json

@@ -422,7 +422,8 @@
       "placeholder": "Veranstaltungen, Personen, Orte und mehr"
     },
     "instruction": "Finde alle Informationen rund ums Studium und den Campus",
-    "nothing_found": "Keine Ergebnisse"
+    "nothing_found": "Keine Ergebnisse",
+    "SUGGESTIONS": "Meintest du"
   },
   "hebisSearch": {
     "title": "Bibliothekssuche",

frontend/app/src/assets/i18n/en.json

@@ -422,7 +422,8 @@
       "placeholder": "Events, places, persons and more"
     },
     "instruction": "Find all information related to your studies and campus",
-    "nothing_found": "No results"
+    "nothing_found": "No results",
+    "SUGGESTIONS": "Did you mean"
   },
   "hebisSearch": {
     "title": "Library Search",

frontend/app/src/environments/environment.ts

@@ -18,7 +18,7 @@
 // The list of which env maps to which file can be found in `.angular-cli.json`.
 
 export const environment = {
-  backend_url: 'https://mobile.server.uni-frankfurt.de',
+  backend_url: 'http://localhost:3000',
   app_host: 'mobile.app.uni-frankfurt.de',
   custom_url_scheme: 'de.anyschool.app',
   backend_version: '999.0.0',

packages/api-cli/README.md

@@ -23,7 +23,7 @@ node ./lib/cli.js e2e http://localhost:3000
 Example to clone the full database
 
 ```shell
-node app.js copy "*" https://mobile.app.uni-frankfurt.de http://localhost:3000 100
+node app.js copy "*" -a "999.0.0" https://mobile.server.uni-frankfurt.de http://localhost:3000 100
 ```
 
 ### Program arguments

packages/core/package.json

@@ -97,6 +97,8 @@
             "date",
             "validatable",
             "filterable",
+            "suggestable",
+            "completable",
             "inheritTags",
             "minLength",
             "pattern",

packages/core/src/protocol/search/result.ts

@@ -24,6 +24,11 @@ export interface SCSearchResult {
    */
   data: SCThings[];
 
+  /**
+   * Suggestions for query corrections
+   */
+  suggestions?: SCSearchSuggestions;
+
   /**
    * Facets (aggregations over all matching data)
    */
@@ -40,6 +45,18 @@ export interface SCSearchResult {
   stats: SCSearchResultSearchEngineStats;
 }
 
+/**
+ * Seach suggestions
+ *
+ * Not to be confused with search-as-you-type suggestions
+ */
+export interface SCSearchSuggestions {
+  /**
+   * Suggestions for query terms that might have been misspelled
+   */
+  terms?: Record<string, string[]>;
+}
+
 /**
  * Stores information about Pagination
  */

packages/core/src/things/abstract/thing.ts

@@ -63,7 +63,7 @@ export interface SCThingWithoutReferences {
   /**
    * Alternate names of the thing
    * @filterable
-   * @keyword
+   * @text
    */
   alternateNames?: string[];
 
@@ -92,6 +92,8 @@ export interface SCThingWithoutReferences {
    * @filterable
    * @minLength 1
    * @sortable ducet
+   * @completable
+   * @suggestable
    * @text
    */
   name: string;
@@ -240,6 +242,8 @@ export interface SCThingTranslatableProperties {
    * Translation of the name of the thing
    * @sortable ducet
    * @text
+   * @suggestable
+   * @completable
    */
   name?: string;
   /**

packages/es-mapping-generator/src/config/fieldmap.ts

@@ -43,6 +43,27 @@ export const fieldmap: ElasticsearchFieldmap = {
     },
     ignore: ['price'],
   },
+  suggestable: {
+    default: {
+      trigram: {
+        type: 'text',
+        analyzer: 'trigram',
+      },
+      reverse: {
+        type: 'text',
+        analyzer: 'reverse',
+      },
+    },
+    ignore: [],
+  },
+  completable: {
+    default: {
+      completion: {
+        type: 'search_as_you_type',
+      },
+    },
+    ignore: [],
+  },
 };
 
 export const filterableTagName = 'filterable';

packages/es-mapping-generator/src/config/settings.ts

@@ -19,4 +19,27 @@ export const settings: IndicesPutTemplateRequest['settings'] = {
   'max_result_window': 30_000,
   'number_of_replicas': 0,
   'number_of_shards': 1,
+  'index': {
+    analysis: {
+      analyzer: {
+        trigram: {
+          type: 'custom',
+          tokenizer: 'standard',
+          filter: ['lowercase', 'shingle'],
+        },
+        reverse: {
+          type: 'custom',
+          tokenizer: 'standard',
+          filter: ['lowercase', 'reverse'],
+        },
+      },
+      filter: {
+        shingle: {
+          type: 'shingle',
+          min_shingle_size: 2,
+          max_shingle_size: 3,
+        },
+      },
+    },
+  },
 };

pnpm-lock.yaml

@@ -837,8 +837,8 @@ importers:
         specifier: 0.9.0
         version: 0.9.0(rxjs@7.8.1)
       jsonpath-plus:
-        specifier: 6.0.1
-        version: 6.0.1
+        specifier: 10.0.6
+        version: 10.0.6
       maplibre-gl:
         specifier: 4.0.2
         version: 4.0.2
@@ -5522,7 +5522,7 @@ packages:
       object-assign: 4.1.1
       open: 8.4.0
       proxy-middleware: 0.15.0
-      send: 0.18.0
+      send: 1.1.0
       serve-index: 1.9.1
     transitivePeerDependencies:
       - supports-color
@@ -6971,6 +6971,24 @@ packages:
       '@jridgewell/resolve-uri': 3.1.1
       '@jridgewell/sourcemap-codec': 1.4.15
 
+  /@jsep-plugin/assignment@1.2.1(jsep@1.3.9):
+    resolution: {integrity: sha512-gaHqbubTi29aZpVbBlECRpmdia+L5/lh2BwtIJTmtxdbecEyyX/ejAOg7eQDGNvGOUmPY7Z2Yxdy9ioyH/VJeA==}
+    engines: {node: '>= 10.16.0'}
+    peerDependencies:
+      jsep: ^0.4.0||^1.0.0
+    dependencies:
+      jsep: 1.3.9
+    dev: false
+
+  /@jsep-plugin/regex@1.0.3(jsep@1.3.9):
+    resolution: {integrity: sha512-XfZgry4DwEZvSFtS/6Y+R48D7qJYJK6R9/yJFyUFHCIUMEEHuJ4X95TDgJp5QkmzfLYvapMPzskV5HpIDrREug==}
+    engines: {node: '>= 10.16.0'}
+    peerDependencies:
+      jsep: ^0.4.0||^1.0.0
+    dependencies:
+      jsep: 1.3.9
+    dev: false
+
   /@leichtgewicht/ip-codec@2.0.5:
     resolution: {integrity: sha512-Vo+PSpZG2/fmgmiNzYK9qWRh8h/CHrwD0mo1h1DzL4yzHNSfWYujGTYsWGreD000gcgmZ7K4Ys6Tx9TxtsKdDw==}
     dev: true
@@ -11966,6 +11984,11 @@ packages:
     resolution: {integrity: sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w==}
     engines: {node: '>= 0.8'}
 
+  /encodeurl@2.0.0:
+    resolution: {integrity: sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==}
+    engines: {node: '>= 0.8'}
+    dev: true
+
   /encoding@0.1.13:
     resolution: {integrity: sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==}
     requiresBuild: true
@@ -14920,6 +14943,11 @@ packages:
     resolution: {integrity: sha512-YtOli5Cmzy3q4dP26GraSOeAhqecewG04hoO8DY56CH4KJ9Fvv5qKWUCCo3HZob7esJQHCv6/+bnTy72xZZaVQ==}
     engines: {node: '>=12.0.0'}
 
+  /jsep@1.3.9:
+    resolution: {integrity: sha512-i1rBX5N7VPl0eYb6+mHNp52sEuaS2Wi8CDYx1X5sn9naevL78+265XJqy1qENEk7mRKwS06NHpUqiBwR7qeodw==}
+    engines: {node: '>= 10.16.0'}
+    dev: false
+
   /jsesc@0.5.0:
     resolution: {integrity: sha512-uZz5UnB7u4T9LvwmFqXii7pZSouaRPorGs5who1Ip7VO0wxanFvBL7GkM6dTHlgX+jhBApRetaWpnDabOeTcnA==}
     hasBin: true
@@ -15011,9 +15039,14 @@ packages:
     engines: {'0': node >= 0.2.0}
     dev: true
 
-  /jsonpath-plus@6.0.1:
-    resolution: {integrity: sha512-EvGovdvau6FyLexFH2OeXfIITlgIbgZoAZe3usiySeaIDm5QS+A10DKNpaPBBqqRSZr2HN6HVNXxtwUAr2apEw==}
-    engines: {node: '>=10.0.0'}
+  /jsonpath-plus@10.0.6:
+    resolution: {integrity: sha512-Q0KCash90S0WQnPnE/W0uVXQSww4NkO34COfs+gbq0fk+Kv03FYpZ+uU2I7soLLaS4d/ywsm9PxplZsTMmfBmg==}
+    engines: {node: '>=18.0.0'}
+    hasBin: true
+    dependencies:
+      '@jsep-plugin/assignment': 1.2.1(jsep@1.3.9)
+      '@jsep-plugin/regex': 1.0.3(jsep@1.3.9)
+      jsep: 1.3.9
     dev: false
 
   /jsonpointer@5.0.1:
@@ -18928,6 +18961,26 @@ packages:
     transitivePeerDependencies:
       - supports-color
 
+  /send@1.1.0:
+    resolution: {integrity: sha512-v67WcEouB5GxbTWL/4NeToqcZiAWEq90N888fczVArY8A79J0L4FD7vj5hm3eUMua5EpoQ59wa/oovY6TLvRUA==}
+    engines: {node: '>= 18'}
+    dependencies:
+      debug: 4.3.6(supports-color@8.1.1)
+      destroy: 1.2.0
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 0.5.2
+      http-errors: 2.0.0
+      mime-types: 2.1.35
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+    dev: true
+
   /serialize-javascript@6.0.0:
     resolution: {integrity: sha512-Qr3TosvguFt8ePWqsvRfrKyQXIiW+nGbYpy8XK24NQHE83caxWt+mIymTT19DGFbNWNLfEwsrkSmN64lVWB9ag==}
     dependencies: