Extend QueryMatcher's sorting heuristic
Use the order of the input keys as a signal for relative importance of matches. Signed-off-by: Mike Pennisi <mike@mikepennisi.com>
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2 changed files with 50 additions and 17 deletions
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@ -18,7 +18,6 @@ limitations under the License.
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import _at from 'lodash/at';
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import _flatMap from 'lodash/flatMap';
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import _sortBy from 'lodash/sortBy';
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import _uniq from 'lodash/uniq';
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function stripDiacritics(str: string): string {
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@ -35,8 +34,9 @@ interface IOptions<T extends {}> {
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/**
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* Simple search matcher that matches any results with the query string anywhere
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* in the search string. Returns matches in the order the query string appears
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* in the search key, earliest first, then in the order the items appeared in
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* the source array.
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* in the search key, earliest first, then in the order the search key appears
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* in the provided array of keys, then in the order the items appeared in the
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* source array.
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*
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* @param {Object[]} objects Initial list of objects. Equivalent to calling
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* setObjects() after construction
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@ -49,7 +49,7 @@ export default class QueryMatcher<T extends Object> {
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private _options: IOptions<T>;
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private _keys: IOptions<T>["keys"];
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private _funcs: Required<IOptions<T>["funcs"]>;
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private _items: Map<string, T[]>;
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private _items: Map<{value: string, weight: number}, T[]>;
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constructor(objects: T[], options: IOptions<T> = { keys: [] }) {
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this._options = options;
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@ -85,9 +85,12 @@ export default class QueryMatcher<T extends Object> {
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keyValues.push(f(object));
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}
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for (const keyValue of keyValues) {
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for (const [index, keyValue] of Object.entries(keyValues)) {
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if (!keyValue) continue; // skip falsy keyValues
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const key = stripDiacritics(keyValue).toLowerCase();
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const key = {
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value: stripDiacritics(keyValue).toLowerCase(),
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weight: Number(index)
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};
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if (!this._items.has(key)) {
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this._items.set(key, []);
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}
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@ -109,7 +112,7 @@ export default class QueryMatcher<T extends Object> {
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// ES6 Map iteration order is defined to be insertion order, so results
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// here will come out in the order they were put in.
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for (const key of this._items.keys()) {
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let resultKey = key;
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let {value: resultKey} = key;
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if (this._options.shouldMatchWordsOnly) {
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resultKey = resultKey.replace(/[^\w]/g, '');
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}
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@ -119,12 +122,15 @@ export default class QueryMatcher<T extends Object> {
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}
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}
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// Sort them by where the query appeared in the search key
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// lodash sortBy is a stable sort, so results where the query
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// appeared in the same place will retain their order with
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// respect to each other.
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const sortedResults = _sortBy(results, (candidate) => {
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return candidate.index;
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// Sort them by where the query appeared in the search key, then by
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// where the matched key appeared in the provided array of keys.
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const sortedResults = results.slice().sort((a, b) => {
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if (a.index < b.index) {
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return -1;
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} else if (a.index === b.index && a.key.weight < b.key.weight) {
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return -1;
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}
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return 1;
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});
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// Now map the keys to the result objects. Each result object is a list, so
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@ -81,7 +81,34 @@ describe('QueryMatcher', function() {
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expect(reverseResults[1].name).toBe('Victoria');
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});
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it('Returns results with search string in same place in insertion order', function() {
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it('Returns results with search string in same place according to key index', function() {
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const objects = [
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{ name: "a", first: "hit", second: "miss", third: "miss" },
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{ name: "b", first: "miss", second: "hit", third: "miss" },
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{ name: "c", first: "miss", second: "miss", third: "hit" },
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];
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const qm = new QueryMatcher(objects, {keys: ["second", "first", "third"]});
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const results = qm.match('hit');
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expect(results.length).toBe(3);
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expect(results[0].name).toBe('b');
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expect(results[1].name).toBe('a');
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expect(results[2].name).toBe('c');
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qm.setObjects(objects.slice().reverse());
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const reverseResults = qm.match('hit');
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// should still be in the same order: key index
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// takes precedence over input order
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expect(reverseResults.length).toBe(3);
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expect(reverseResults[0].name).toBe('b');
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expect(reverseResults[1].name).toBe('a');
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expect(reverseResults[2].name).toBe('c');
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});
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it('Returns results with search string in same place and key in same place in insertion order', function() {
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const qm = new QueryMatcher(OBJECTS, {keys: ["name"]});
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const results = qm.match('Mel');
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@ -132,9 +159,9 @@ describe('QueryMatcher', function() {
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const results = qm.match('Emma');
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expect(results.length).toBe(3);
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expect(results[0].name).toBe('Mel B');
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expect(results[1].name).toBe('Mel C');
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expect(results[2].name).toBe('Emma');
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expect(results[0].name).toBe('Emma');
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expect(results[1].name).toBe('Mel B');
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expect(results[2].name).toBe('Mel C');
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});
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it('Matches words only by default', function() {
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