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>
pull/21833/head
Mike Pennisi 2020-06-17 23:31:02 -04:00
parent 803b7bb30f
commit 6af4d82ce7
2 changed files with 50 additions and 17 deletions

View File

@ -18,7 +18,6 @@ limitations under the License.
import _at from 'lodash/at'; import _at from 'lodash/at';
import _flatMap from 'lodash/flatMap'; import _flatMap from 'lodash/flatMap';
import _sortBy from 'lodash/sortBy';
import _uniq from 'lodash/uniq'; import _uniq from 'lodash/uniq';
function stripDiacritics(str: string): string { function stripDiacritics(str: string): string {
@ -35,8 +34,9 @@ interface IOptions<T extends {}> {
/** /**
* Simple search matcher that matches any results with the query string anywhere * Simple search matcher that matches any results with the query string anywhere
* in the search string. Returns matches in the order the query string appears * in the search string. Returns matches in the order the query string appears
* in the search key, earliest first, then in the order the items appeared in * in the search key, earliest first, then in the order the search key appears
* the source array. * in the provided array of keys, then in the order the items appeared in the
* source array.
* *
* @param {Object[]} objects Initial list of objects. Equivalent to calling * @param {Object[]} objects Initial list of objects. Equivalent to calling
* setObjects() after construction * setObjects() after construction
@ -49,7 +49,7 @@ export default class QueryMatcher<T extends Object> {
private _options: IOptions<T>; private _options: IOptions<T>;
private _keys: IOptions<T>["keys"]; private _keys: IOptions<T>["keys"];
private _funcs: Required<IOptions<T>["funcs"]>; private _funcs: Required<IOptions<T>["funcs"]>;
private _items: Map<string, T[]>; private _items: Map<{value: string, weight: number}, T[]>;
constructor(objects: T[], options: IOptions<T> = { keys: [] }) { constructor(objects: T[], options: IOptions<T> = { keys: [] }) {
this._options = options; this._options = options;
@ -85,9 +85,12 @@ export default class QueryMatcher<T extends Object> {
keyValues.push(f(object)); keyValues.push(f(object));
} }
for (const keyValue of keyValues) { for (const [index, keyValue] of Object.entries(keyValues)) {
if (!keyValue) continue; // skip falsy keyValues if (!keyValue) continue; // skip falsy keyValues
const key = stripDiacritics(keyValue).toLowerCase(); const key = {
value: stripDiacritics(keyValue).toLowerCase(),
weight: Number(index)
};
if (!this._items.has(key)) { if (!this._items.has(key)) {
this._items.set(key, []); this._items.set(key, []);
} }
@ -109,7 +112,7 @@ export default class QueryMatcher<T extends Object> {
// ES6 Map iteration order is defined to be insertion order, so results // ES6 Map iteration order is defined to be insertion order, so results
// here will come out in the order they were put in. // here will come out in the order they were put in.
for (const key of this._items.keys()) { for (const key of this._items.keys()) {
let resultKey = key; let {value: resultKey} = key;
if (this._options.shouldMatchWordsOnly) { if (this._options.shouldMatchWordsOnly) {
resultKey = resultKey.replace(/[^\w]/g, ''); resultKey = resultKey.replace(/[^\w]/g, '');
} }
@ -119,12 +122,15 @@ export default class QueryMatcher<T extends Object> {
} }
} }
// Sort them by where the query appeared in the search key // Sort them by where the query appeared in the search key, then by
// lodash sortBy is a stable sort, so results where the query // where the matched key appeared in the provided array of keys.
// appeared in the same place will retain their order with const sortedResults = results.slice().sort((a, b) => {
// respect to each other. if (a.index < b.index) {
const sortedResults = _sortBy(results, (candidate) => { return -1;
return candidate.index; } else if (a.index === b.index && a.key.weight < b.key.weight) {
return -1;
}
return 1;
}); });
// Now map the keys to the result objects. Each result object is a list, so // Now map the keys to the result objects. Each result object is a list, so

View File

@ -81,7 +81,34 @@ describe('QueryMatcher', function() {
expect(reverseResults[1].name).toBe('Victoria'); expect(reverseResults[1].name).toBe('Victoria');
}); });
it('Returns results with search string in same place in insertion order', function() { it('Returns results with search string in same place according to key index', function() {
const objects = [
{ name: "a", first: "hit", second: "miss", third: "miss" },
{ name: "b", first: "miss", second: "hit", third: "miss" },
{ name: "c", first: "miss", second: "miss", third: "hit" },
];
const qm = new QueryMatcher(objects, {keys: ["second", "first", "third"]});
const results = qm.match('hit');
expect(results.length).toBe(3);
expect(results[0].name).toBe('b');
expect(results[1].name).toBe('a');
expect(results[2].name).toBe('c');
qm.setObjects(objects.slice().reverse());
const reverseResults = qm.match('hit');
// should still be in the same order: key index
// takes precedence over input order
expect(reverseResults.length).toBe(3);
expect(reverseResults[0].name).toBe('b');
expect(reverseResults[1].name).toBe('a');
expect(reverseResults[2].name).toBe('c');
});
it('Returns results with search string in same place and key in same place in insertion order', function() {
const qm = new QueryMatcher(OBJECTS, {keys: ["name"]}); const qm = new QueryMatcher(OBJECTS, {keys: ["name"]});
const results = qm.match('Mel'); const results = qm.match('Mel');
@ -132,9 +159,9 @@ describe('QueryMatcher', function() {
const results = qm.match('Emma'); const results = qm.match('Emma');
expect(results.length).toBe(3); expect(results.length).toBe(3);
expect(results[0].name).toBe('Mel B'); expect(results[0].name).toBe('Emma');
expect(results[1].name).toBe('Mel C'); expect(results[1].name).toBe('Mel B');
expect(results[2].name).toBe('Emma'); expect(results[2].name).toBe('Mel C');
}); });
it('Matches words only by default', function() { it('Matches words only by default', function() {