Merge branch '229266-mlunoe-analytics-filter-module-list-values-follow-up' into 'master'

Follow-up on "Feat(Analytics filter module): lists + values"

See merge request gitlab-org/gitlab!40975

app/assets/javascripts/vue_shared/components/filtered_search_bar/filtered_search_utils.js

+import { isEmpty } from 'lodash';
+import { queryToObject } from '~/lib/utils/url_utility';
+
 /**
  * Strips enclosing quotations from a string if it has one.
  *
@@ -29,3 +32,133 @@ export const uniqueTokens = tokens => {
     return uniques;
   }, []);
 };
+
+/**
+ * Creates a token from a type and a filter. Example returned object
+ * { type: 'myType', value: { data: 'myData', operator: '= '} }
+ * @param  {String} type the name of the filter
+ * @param  {Object}
+ * @param  {Object.value} filter value to be returned as token data
+ * @param  {Object.operator} filter operator to be retuned as token operator
+ * @return {Object}
+ * @return {Object.type} token type
+ * @return {Object.value} token value
+ */
+function createToken(type, filter) {
+  return { type, value: { data: filter.value, operator: filter.operator } };
+}
+
+/**
+ * This function takes a filter object and translates it into a token array
+ * @param  {Object} filters
+ * @param  {Object.myFilterName} a single filter value or an array of filters
+ * @return {Array} tokens an array of tokens created from filter values
+ */
+export function prepareTokens(filters = {}) {
+  return Object.keys(filters).reduce((memo, key) => {
+    const value = filters[key];
+    if (!value) {
+      return memo;
+    }
+    if (Array.isArray(value)) {
+      return [...memo, ...value.map(filterValue => createToken(key, filterValue))];
+    }
+
+    return [...memo, createToken(key, value)];
+  }, []);
+}
+
+export function processFilters(filters) {
+  return filters.reduce((acc, token) => {
+    const { type, value } = token;
+    const { operator } = value;
+    const tokenValue = value.data;
+
+    if (!acc[type]) {
+      acc[type] = [];
+    }
+
+    acc[type].push({ value: tokenValue, operator });
+    return acc;
+  }, {});
+}
+
+/**
+ * This function takes a filter object and maps it into a query object. Example filter:
+ * { myFilterName: { value: 'foo', operator: '=' } }
+ * gets translated into:
+ * { myFilterName: 'foo', 'not[myFilterName]': null }
+ * @param  {Object} filters
+ * @param  {Object.myFilterName} a single filter value or an array of filters
+ * @return {Object} query object with both filter name and not-name with values
+ */
+export function filterToQueryObject(filters = {}) {
+  return Object.keys(filters).reduce((memo, key) => {
+    const filter = filters[key];
+
+    let selected;
+    let unselected;
+    if (Array.isArray(filter)) {
+      selected = filter.filter(item => item.operator === '=').map(item => item.value);
+      unselected = filter.filter(item => item.operator === '!=').map(item => item.value);
+    } else {
+      selected = filter?.operator === '=' ? filter.value : null;
+      unselected = filter?.operator === '!=' ? filter.value : null;
+    }
+
+    if (isEmpty(selected)) {
+      selected = null;
+    }
+    if (isEmpty(unselected)) {
+      unselected = null;
+    }
+
+    return { ...memo, [key]: selected, [`not[${key}]`]: unselected };
+  }, {});
+}
+
+/**
+ * Extracts filter name from url name, e.g. `not[my_filter]` => `my_filter`
+ * and returns the operator with it depending on the filter name
+ * @param  {String} filterName from url
+ * @return {Object}
+ * @return {Object.filterName} extracted filtern ame
+ * @return {Object.operator} `=` or `!=`
+ */
+function extractNameAndOperator(filterName) {
+  // eslint-disable-next-line @gitlab/require-i18n-strings
+  if (filterName.startsWith('not[') && filterName.endsWith(']')) {
+    return { filterName: filterName.slice(4, -1), operator: '!=' };
+  }
+
+  return { filterName, operator: '=' };
+}
+
+/**
+ * This function takes a URL query string and maps it into a filter object. Example query string:
+ * '?myFilterName=foo'
+ * gets translated into:
+ * { myFilterName: { value: 'foo', operator: '=' } }
+ * @param  {String} query URL quert string, e.g. from `window.location.search`
+ * @return {Object} filter object with filter names and their values
+ */
+export function urlQueryToFilter(query = '') {
+  const filters = queryToObject(query, { gatherArrays: true });
+  return Object.keys(filters).reduce((memo, key) => {
+    const value = filters[key];
+    if (!value) {
+      return memo;
+    }
+    const { filterName, operator } = extractNameAndOperator(key);
+    let previousValues = [];
+    if (Array.isArray(memo[filterName])) {
+      previousValues = memo[filterName];
+    }
+    if (Array.isArray(value)) {
+      const newAdditions = value.filter(Boolean).map(item => ({ value: item, operator }));
+      return { ...memo, [filterName]: [...previousValues, ...newAdditions] };
+    }
+
+    return { ...memo, [filterName]: { value, operator } };
+  }, {});
+}

changelogs/unreleased/229266-mlunoe-analytics-filter-module-list-values-follow-up.yml

+---
+title: Fixed an issue where not all URL query parameters would apply to the filter
+  bar on initial load in the Value Stream Analytics page
+merge_request: 40975
+author:
+type: fixed

ee/app/assets/javascripts/analytics/code_review_analytics/components/filter_bar.vue

@@ -4,7 +4,7 @@ import { __ } from '~/locale';
 import MilestoneToken from '../../shared/components/tokens/milestone_token.vue';
 import LabelToken from '../../shared/components/tokens/label_token.vue';
 import FilteredSearchBar from '~/vue_shared/components/filtered_search_bar/filtered_search_bar_root.vue';
-import { processFilters } from '../../shared/utils';
+import { processFilters } from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
 
 export default {
   components: {

ee/app/assets/javascripts/analytics/cycle_analytics/components/filter_bar.vue

@@ -10,7 +10,11 @@ import {
   DEFAULT_LABEL_NONE,
   DEFAULT_LABEL_ANY,
 } from '~/vue_shared/components/filtered_search_bar/constants';
-import { prepareTokens, processFilters } from '../../shared/utils';
+import {
+  prepareTokens,
+  processFilters,
+  filterToQueryObject,
+} from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
 
 export default {
   name: 'FilterBar',
@@ -75,6 +79,7 @@ export default {
           title: __('Assignees'),
           type: 'assignees',
           token: AuthorToken,
+          defaultAuthors: [],
           initialAuthors: this.assigneesData,
           unique: false,
           operators: [{ value: '=', description: 'is', default: 'true' }],
@@ -83,17 +88,12 @@ export default {
       ];
     },
     query() {
-      const selectedLabelList = this.selectedLabelList?.length ? this.selectedLabelList : null;
-      const selectedAssigneeList = this.selectedAssigneeList?.length
-        ? this.selectedAssigneeList
-        : null;
-
-      return {
+      return filterToQueryObject({
         milestone_title: this.selectedMilestone,
         author_username: this.selectedAuthor,
-        label_name: selectedLabelList,
-        assignee_username: selectedAssigneeList,
-      };
+        label_name: this.selectedLabelList,
+        assignee_username: this.selectedAssigneeList,
+      });
     },
   },
   methods: {
@@ -105,22 +105,21 @@ export default {
       'fetchAssignees',
     ]),
     initialFilterValue() {
-      const {
-        selectedMilestone: milestone = null,
-        selectedAuthor: author = null,
-        selectedAssigneeList: assignees = [],
-        selectedLabelList: labels = [],
-      } = this;
-      return prepareTokens({ milestone, author, assignees, labels });
+      return prepareTokens({
+        milestone: this.selectedMilestone,
+        author: this.selectedAuthor,
+        assignees: this.selectedAssigneeList,
+        labels: this.selectedLabelList,
+      });
     },
     handleFilter(filters) {
       const { labels, milestone, author, assignees } = processFilters(filters);
 
       this.setFilters({
-        selectedAuthor: author ? author[0].value : null,
-        selectedMilestone: milestone ? milestone[0].value : null,
-        selectedAssigneeList: assignees ? assignees.map(a => a.value) : [],
-        selectedLabelList: labels ? labels.map(l => l.value) : [],
+        selectedAuthor: author ? author[0] : null,
+        selectedMilestone: milestone ? milestone[0] : null,
+        selectedAssigneeList: assignees || [],
+        selectedLabelList: labels || [],
       });
     },
   },

ee/app/assets/javascripts/analytics/cycle_analytics/index.js

@@ -3,6 +3,7 @@ import { GlToast } from '@gitlab/ui';
 import CycleAnalytics from './components/base.vue';
 import createStore from './store';
 import { buildCycleAnalyticsInitialData } from '../shared/utils';
+import { urlQueryToFilter } from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
 import { parseBoolean } from '~/lib/utils/common_utils';
 
 Vue.use(GlToast);
@@ -19,8 +20,19 @@ export default () => {
     analyticsSimilaritySearch: hasAnalyticsSimilaritySearch = false,
   } = gon?.features;
 
+  const {
+    author_username = null,
+    milestone_title = null,
+    assignee_username = [],
+    label_name = [],
+  } = urlQueryToFilter(window.location.search);
+
   store.dispatch('initializeCycleAnalytics', {
     ...initialData,
+    selectedAuthor: author_username,
+    selectedMilestone: milestone_title,
+    selectedAssigneeList: assignee_username,
+    selectedLabelList: label_name,
     featureFlags: {
       hasDurationChart,
       hasPathNavigation,

ee/app/assets/javascripts/analytics/cycle_analytics/store/actions.js

@@ -283,8 +283,8 @@ export const initializeCycleAnalytics = ({ dispatch, commit }, initialData = {})
     labelsPath,
     selectedAuthor,
     selectedMilestone,
-    selectedAssignees,
-    selectedLabels,
+    selectedAssigneeList,
+    selectedLabelList,
   } = initialData;
   commit(types.SET_FEATURE_FLAGS, featureFlags);
 
@@ -294,8 +294,8 @@ export const initializeCycleAnalytics = ({ dispatch, commit }, initialData = {})
       dispatch('filters/initialize', {
         selectedAuthor,
         selectedMilestone,
-        selectedAssignees,
-        selectedLabels,
+        selectedAssigneeList,
+        selectedLabelList,
       }),
       dispatch('durationChart/setLoading', true),
       dispatch('typeOfWork/setLoading', true),

ee/app/assets/javascripts/analytics/shared/utils.js

 import dateFormat from 'dateformat';
-import { dateFormats } from './constants';
 import { convertObjectPropsToCamelCase } from '~/lib/utils/common_utils';
+import { dateFormats } from './constants';
 
 export const toYmd = date => dateFormat(date, dateFormats.isoDate);
 
@@ -79,10 +79,6 @@ export const buildCycleAnalyticsInitialData = ({
   groupFullPath = null,
   groupParentId = null,
   groupAvatarUrl = null,
-  author = null,
-  milestone = null,
-  labels = null,
-  assignees = null,
   labelsPath = '',
   milestonesPath = '',
 } = {}) => ({
@@ -102,10 +98,6 @@ export const buildCycleAnalyticsInitialData = ({
   selectedProjects: projects
     ? buildProjectsFromJSON(projects).map(convertObjectPropsToCamelCase)
     : [],
-  selectedAuthor: author,
-  selectedMilestone: milestone,
-  selectedLabels: labels ? JSON.parse(labels) : [],
-  selectedAssignees: assignees ? JSON.parse(assignees) : [],
   labelsPath,
   milestonesPath,
 });
@@ -114,28 +106,3 @@ export const filterBySearchTerm = (data = [], searchTerm = '', filterByKey = 'na
   if (!searchTerm?.length) return data;
   return data.filter(item => item[filterByKey].toLowerCase().includes(searchTerm.toLowerCase()));
 };
-
-export const prepareTokens = (tokens = {}) => {
-  const { milestone = null, author = null, assignees = [], labels = [] } = tokens;
-  const authorToken = author ? [{ type: 'author', value: { data: author } }] : [];
-  const milestoneToken = milestone ? [{ type: 'milestone', value: { data: milestone } }] : [];
-  const assigneeTokens = assignees?.map(data => ({ type: 'assignees', value: { data } })) || [];
-  const labelTokens = labels?.map(data => ({ type: 'labels', value: { data } })) || [];
-
-  return [...authorToken, ...milestoneToken, ...assigneeTokens, ...labelTokens];
-};
-
-export function processFilters(filters) {
-  return filters.reduce((acc, token) => {
-    const { type, value } = token;
-    const { operator } = value;
-    const tokenValue = value.data;
-
-    if (!acc[type]) {
-      acc[type] = [];
-    }
-
-    acc[type].push({ value: tokenValue, operator });
-    return acc;
-  }, {});
-}

ee/spec/frontend/analytics/code_review_analytics/components/filter_bar_spec.js

 import { createLocalVue, shallowMount } from '@vue/test-utils';
 import Vuex from 'vuex';
-import * as utils from 'ee/analytics/shared/utils';
 import FilterBar from 'ee/analytics/code_review_analytics/components/filter_bar.vue';
 import createFiltersState from 'ee/analytics/shared/store/modules/filters/state';
 import FilteredSearchBar from '~/vue_shared/components/filtered_search_bar/filtered_search_bar_root.vue';
+import * as utils from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
 import { mockMilestones, mockLabels } from '../mock_data';
 
 const localVue = createLocalVue();

ee/spec/frontend/analytics/cycle_analytics/components/filter_bar_spec.js

@@ -2,12 +2,12 @@ import { createLocalVue, shallowMount } from '@vue/test-utils';
 import Vuex from 'vuex';
 import axios from 'axios';
 import MockAdapter from 'axios-mock-adapter';
-import * as utils from 'ee/analytics/shared/utils';
 import storeConfig from 'ee/analytics/cycle_analytics/store';
 import FilterBar from 'ee/analytics/cycle_analytics/components/filter_bar.vue';
 import initialFiltersState from 'ee/analytics/shared/store/modules/filters/state';
 import FilteredSearchBar from '~/vue_shared/components/filtered_search_bar/filtered_search_bar_root.vue';
 import UrlSync from '~/vue_shared/components/url_sync.vue';
+import * as utils from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
 import { filterMilestones, filterLabels } from '../../shared/store/modules/filters/mock_data';
 import * as commonUtils from '~/lib/utils/common_utils';
 import * as urlUtils from '~/lib/utils/url_utility';
@@ -29,9 +29,13 @@ const initialFilterBarState = {
 
 const defaultParams = {
   milestone_title: null,
+  'not[milestone_title]': null,
   author_username: null,
+  'not[author_username]': null,
   assignee_username: null,
+  'not[assignee_username]': null,
   label_name: null,
+  'not[label_name]': null,
 };
 
 async function shouldMergeUrlParams(wrapper, result) {
@@ -167,8 +171,8 @@ describe('Filter bar', () => {
       expect(setFiltersMock).toHaveBeenCalledWith(
         expect.anything(),
         {
-          selectedLabelList: [selectedLabelList[0].title],
-          selectedMilestone: selectedMilestone[0].title,
+          selectedLabelList: [{ value: selectedLabelList[0].title, operator: '=' }],
+          selectedMilestone: { value: selectedMilestone[0].title, operator: '=' },
           selectedAssigneeList: [],
           selectedAuthor: null,
         },
@@ -177,13 +181,22 @@ describe('Filter bar', () => {
     });
   });
 
-  describe.each`
-    stateKey                  | payload                          | paramKey
-    ${'selectedMilestone'}    | ${'12.0'}                        | ${'milestone_title'}
-    ${'selectedAuthor'}       | ${'rootUser'}                    | ${'author_username'}
-    ${'selectedLabelList'}    | ${['Afternix', 'Brouceforge']}   | ${'label_name'}
-    ${'selectedAssigneeList'} | ${['rootUser', 'secondaryUser']} | ${'assignee_username'}
-  `('with a $stateKey updates the $paramKey url parameter', ({ stateKey, payload, paramKey }) => {
+  describe.each([
+    ['selectedMilestone', 'milestone_title', { value: '12.0', operator: '=' }, '12.0'],
+    ['selectedAuthor', 'author_username', { value: 'rootUser', operator: '=' }, 'rootUser'],
+    [
+      'selectedLabelList',
+      'label_name',
+      [{ value: 'Afternix', operator: '=' }, { value: 'Brouceforge', operator: '=' }],
+      ['Afternix', 'Brouceforge'],
+    ],
+    [
+      'selectedAssigneeList',
+      'assignee_username',
+      [{ value: 'rootUser', operator: '=' }, { value: 'secondaryUser', operator: '=' }],
+      ['rootUser', 'secondaryUser'],
+    ],
+  ])('with a %s updates the %s url parameter', (stateKey, paramKey, payload, result) => {
     beforeEach(() => {
       commonUtils.historyPushState = jest.fn();
       urlUtils.mergeUrlParams = jest.fn();
@@ -199,7 +212,7 @@ describe('Filter bar', () => {
     it(`sets the ${paramKey} url parameter`, () => {
       return shouldMergeUrlParams(wrapper, {
         ...defaultParams,
-        [paramKey]: payload,
+        [paramKey]: result,
       });
     });
   });

ee/spec/frontend/analytics/shared/components/utils_spec.js

@@ -3,8 +3,6 @@ import {
   buildProjectFromDataset,
   buildCycleAnalyticsInitialData,
   filterBySearchTerm,
-  prepareTokens,
-  processFilters,
 } from 'ee/analytics/shared/utils';
 
 const groupDataset = {
@@ -83,10 +81,6 @@ describe('buildCycleAnalyticsInitialData', () => {
     ${'createdBefore'}    | ${null}
     ${'createdAfter'}     | ${null}
     ${'selectedProjects'} | ${[]}
-    ${'selectedAuthor'}    | ${null}
-    ${'selectedMilestone'} | ${null}
-    ${'selectedLabels'}    | ${[]}
-    ${'selectedAssignees'} | ${[]}
     ${'labelsPath'}       | ${''}
     ${'milestonesPath'}   | ${''}
   `('will set a default value for "$field" if is not present', ({ field, value }) => {
@@ -140,62 +134,6 @@ describe('buildCycleAnalyticsInitialData', () => {
     });
   });
 
-  describe('selectedAssignees', () => {
-    it('will be set given an array of assignees', () => {
-      const selectedAssignees = ['krillin', 'chiao-tzu'];
-      expect(
-        buildCycleAnalyticsInitialData({ assignees: JSON.stringify(selectedAssignees) }),
-      ).toMatchObject({
-        selectedAssignees,
-      });
-    });
-
-    it.each`
-      field                  | value
-      ${'selectedAssignees'} | ${null}
-      ${'selectedAssignees'} | ${[]}
-      ${'selectedAssignees'} | ${''}
-    `('will be an empty array if given a value of `$value`', ({ value, field }) => {
-      expect(buildCycleAnalyticsInitialData({ projects: value })).toMatchObject({
-        [field]: [],
-      });
-    });
-  });
-
-  describe('selectedLabels', () => {
-    it('will be set given an array of labels', () => {
-      const selectedLabels = ['krillin', 'chiao-tzu'];
-      expect(
-        buildCycleAnalyticsInitialData({ labels: JSON.stringify(selectedLabels) }),
-      ).toMatchObject({ selectedLabels });
-    });
-
-    it.each`
-      field               | value
-      ${'selectedLabels'} | ${null}
-      ${'selectedLabels'} | ${[]}
-      ${'selectedLabels'} | ${''}
-    `('will be an empty array if given a value of `$value`', ({ value, field }) => {
-      expect(buildCycleAnalyticsInitialData({ projects: value })).toMatchObject({
-        [field]: [],
-      });
-    });
-  });
-
-  describe.each`
-    field          | key                    | value
-    ${'milestone'} | ${'selectedMilestone'} | ${'cell-saga'}
-    ${'author'}    | ${'selectedAuthor'}    | ${'cell'}
-  `('$field', ({ field, value, key }) => {
-    it(`will set ${key} field with the given value`, () => {
-      expect(buildCycleAnalyticsInitialData({ [field]: value })).toMatchObject({ [key]: value });
-    });
-
-    it(`will set ${key} to null if omitted`, () => {
-      expect(buildCycleAnalyticsInitialData()).toMatchObject({ [key]: null });
-    });
-  });
-
   describe.each`
     field              | value
     ${'createdBefore'} | ${'2019-12-31'}
@@ -235,50 +173,3 @@ describe('buildCycleAnalyticsInitialData', () => {
     });
   });
 });
-
-describe('prepareTokens', () => {
-  describe('with empty data', () => {
-    it('returns an empty array', () => {
-      expect(prepareTokens()).toEqual([]);
-      expect(prepareTokens({})).toEqual([]);
-      expect(prepareTokens({ milestone: null, author: null, assignees: [], labels: [] })).toEqual(
-        [],
-      );
-    });
-  });
-
-  it.each`
-    token          | value                     | result
-    ${'milestone'} | ${'v1.0'}                 | ${[{ type: 'milestone', value: { data: 'v1.0' } }]}
-    ${'author'}    | ${'mr.popo'}              | ${[{ type: 'author', value: { data: 'mr.popo' } }]}
-    ${'labels'}    | ${['z-fighters']}         | ${[{ type: 'labels', value: { data: 'z-fighters' } }]}
-    ${'assignees'} | ${['krillin', 'piccolo']} | ${[{ type: 'assignees', value: { data: 'krillin' } }, { type: 'assignees', value: { data: 'piccolo' } }]}
-  `('with $token=$value sets the $token key', ({ token, value, result }) => {
-    const res = prepareTokens({ [token]: value });
-    expect(res).toEqual(result);
-  });
-});
-
-describe('processFilters', () => {
-  it('processes multiple filter values', () => {
-    const result = processFilters([
-      { type: 'milestone', value: { data: 'my-milestone', operator: '=' } },
-      { type: 'labels', value: { data: 'my-label', operator: '=' } },
-    ]);
-
-    expect(result).toStrictEqual({
-      labels: [{ value: 'my-label', operator: '=' }],
-      milestone: [{ value: 'my-milestone', operator: '=' }],
-    });
-  });
-
-  it('does not remove wrapping double quotes from the data', () => {
-    const result = processFilters([
-      { type: 'milestone', value: { data: '"milestone with spaces"', operator: '=' } },
-    ]);
-
-    expect(result).toStrictEqual({
-      milestone: [{ value: '"milestone with spaces"', operator: '=' }],
-    });
-  });
-});

spec/frontend/vue_shared/components/filtered_search_bar/filtered_search_utils_spec.js

-import * as filteredSearchUtils from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
+import {
+  stripQuotes,
+  uniqueTokens,
+  prepareTokens,
+  processFilters,
+  filterToQueryObject,
+  urlQueryToFilter,
+} from '~/vue_shared/components/filtered_search_bar/filtered_search_utils';
 
 import {
   tokenValueAuthor,
@@ -20,7 +27,7 @@ describe('Filtered Search Utils', () => {
     `(
       'returns string $outputValue when called with string $inputValue',
       ({ inputValue, outputValue }) => {
-        expect(filteredSearchUtils.stripQuotes(inputValue)).toBe(outputValue);
+        expect(stripQuotes(inputValue)).toBe(outputValue);
       },
     );
   });
@@ -28,7 +35,7 @@ describe('Filtered Search Utils', () => {
   describe('uniqueTokens', () => {
     it('returns tokens array with duplicates removed', () => {
       expect(
-        filteredSearchUtils.uniqueTokens([
+        uniqueTokens([
           tokenValueAuthor,
           tokenValueLabel,
           tokenValueMilestone,
@@ -40,13 +47,172 @@ describe('Filtered Search Utils', () => {
 
     it('returns tokens array as it is if it does not have duplicates', () => {
       expect(
-        filteredSearchUtils.uniqueTokens([
-          tokenValueAuthor,
-          tokenValueLabel,
-          tokenValueMilestone,
-          tokenValuePlain,
-        ]),
+        uniqueTokens([tokenValueAuthor, tokenValueLabel, tokenValueMilestone, tokenValuePlain]),
       ).toHaveLength(4);
     });
   });
 });
+
+describe('prepareTokens', () => {
+  describe('with empty data', () => {
+    it('returns an empty array', () => {
+      expect(prepareTokens()).toEqual([]);
+      expect(prepareTokens({})).toEqual([]);
+      expect(prepareTokens({ milestone: null, author: null, assignees: [], labels: [] })).toEqual(
+        [],
+      );
+    });
+  });
+
+  it.each([
+    [
+      'milestone',
+      { value: 'v1.0', operator: '=' },
+      [{ type: 'milestone', value: { data: 'v1.0', operator: '=' } }],
+    ],
+    [
+      'author',
+      { value: 'mr.popo', operator: '!=' },
+      [{ type: 'author', value: { data: 'mr.popo', operator: '!=' } }],
+    ],
+    [
+      'labels',
+      [{ value: 'z-fighters', operator: '=' }],
+      [{ type: 'labels', value: { data: 'z-fighters', operator: '=' } }],
+    ],
+    [
+      'assignees',
+      [{ value: 'krillin', operator: '=' }, { value: 'piccolo', operator: '!=' }],
+      [
+        { type: 'assignees', value: { data: 'krillin', operator: '=' } },
+        { type: 'assignees', value: { data: 'piccolo', operator: '!=' } },
+      ],
+    ],
+    [
+      'foo',
+      [{ value: 'bar', operator: '!=' }, { value: 'baz', operator: '!=' }],
+      [
+        { type: 'foo', value: { data: 'bar', operator: '!=' } },
+        { type: 'foo', value: { data: 'baz', operator: '!=' } },
+      ],
+    ],
+  ])('gathers %s=%j into result=%j', (token, value, result) => {
+    const res = prepareTokens({ [token]: value });
+    expect(res).toEqual(result);
+  });
+});
+
+describe('processFilters', () => {
+  it('processes multiple filter values', () => {
+    const result = processFilters([
+      { type: 'foo', value: { data: 'foo', operator: '=' } },
+      { type: 'bar', value: { data: 'bar1', operator: '=' } },
+      { type: 'bar', value: { data: 'bar2', operator: '!=' } },
+    ]);
+
+    expect(result).toStrictEqual({
+      foo: [{ value: 'foo', operator: '=' }],
+      bar: [{ value: 'bar1', operator: '=' }, { value: 'bar2', operator: '!=' }],
+    });
+  });
+
+  it('does not remove wrapping double quotes from the data', () => {
+    const result = processFilters([
+      { type: 'foo', value: { data: '"value with spaces"', operator: '=' } },
+    ]);
+
+    expect(result).toStrictEqual({
+      foo: [{ value: '"value with spaces"', operator: '=' }],
+    });
+  });
+});
+
+describe('filterToQueryObject', () => {
+  describe('with empty data', () => {
+    it('returns an empty object', () => {
+      expect(filterToQueryObject()).toEqual({});
+      expect(filterToQueryObject({})).toEqual({});
+      expect(filterToQueryObject({ author_username: null, label_name: [] })).toEqual({
+        author_username: null,
+        label_name: null,
+        'not[author_username]': null,
+        'not[label_name]': null,
+      });
+    });
+  });
+
+  it.each([
+    [
+      'author_username',
+      { value: 'v1.0', operator: '=' },
+      { author_username: 'v1.0', 'not[author_username]': null },
+    ],
+    [
+      'author_username',
+      { value: 'v1.0', operator: '!=' },
+      { author_username: null, 'not[author_username]': 'v1.0' },
+    ],
+    [
+      'label_name',
+      [{ value: 'z-fighters', operator: '=' }],
+      { label_name: ['z-fighters'], 'not[label_name]': null },
+    ],
+    [
+      'label_name',
+      [{ value: 'z-fighters', operator: '!=' }],
+      { label_name: null, 'not[label_name]': ['z-fighters'] },
+    ],
+    [
+      'foo',
+      [{ value: 'bar', operator: '=' }, { value: 'baz', operator: '=' }],
+      { foo: ['bar', 'baz'], 'not[foo]': null },
+    ],
+    [
+      'foo',
+      [{ value: 'bar', operator: '!=' }, { value: 'baz', operator: '!=' }],
+      { foo: null, 'not[foo]': ['bar', 'baz'] },
+    ],
+    [
+      'foo',
+      [{ value: 'bar', operator: '!=' }, { value: 'baz', operator: '=' }],
+      { foo: ['baz'], 'not[foo]': ['bar'] },
+    ],
+  ])('gathers filter values %s=%j into query object=%j', (token, value, result) => {
+    const res = filterToQueryObject({ [token]: value });
+    expect(res).toEqual(result);
+  });
+});
+
+describe('urlQueryToFilter', () => {
+  describe('with empty data', () => {
+    it('returns an empty object', () => {
+      expect(urlQueryToFilter()).toEqual({});
+      expect(urlQueryToFilter('')).toEqual({});
+      expect(urlQueryToFilter('author_username=&milestone_title=&')).toEqual({});
+    });
+  });
+
+  it.each([
+    ['author_username=v1.0', { author_username: { value: 'v1.0', operator: '=' } }],
+    ['not[author_username]=v1.0', { author_username: { value: 'v1.0', operator: '!=' } }],
+    ['foo=bar&foo=baz', { foo: { value: 'baz', operator: '=' } }],
+    ['foo=bar&foo[]=baz', { foo: [{ value: 'baz', operator: '=' }] }],
+    ['not[foo]=bar&foo=baz', { foo: { value: 'baz', operator: '=' } }],
+    [
+      'foo[]=bar&foo[]=baz&not[foo]=',
+      { foo: [{ value: 'bar', operator: '=' }, { value: 'baz', operator: '=' }] },
+    ],
+    [
+      'foo[]=&not[foo][]=bar&not[foo][]=baz',
+      { foo: [{ value: 'bar', operator: '!=' }, { value: 'baz', operator: '!=' }] },
+    ],
+    [
+      'foo[]=baz&not[foo][]=bar',
+      { foo: [{ value: 'baz', operator: '=' }, { value: 'bar', operator: '!=' }] },
+    ],
+    ['not[foo][]=bar', { foo: [{ value: 'bar', operator: '!=' }] }],
+  ])('gathers filter values %s into query object=%j', (query, result) => {
+    const res = urlQueryToFilter(query);
+    expect(res).toEqual(result);
+  });
+});