Merge pull request #454 from akshatdubeysf/GH-451
adds full text search using match and its supported search modifiers
This commit is contained in:
commit
68c34a4ec0
57
README.md
57
README.md
|
@ -150,6 +150,14 @@ that you require.
|
||||||
<td>String</td>
|
<td>String</td>
|
||||||
<td>Username to connect to database</td>
|
<td>Username to connect to database</td>
|
||||||
</tr>
|
</tr>
|
||||||
|
<tr>
|
||||||
|
<td>allowExtendedOperators</td>
|
||||||
|
<td>Boolean</td>
|
||||||
|
<td>Set to <code>true</code> to enable MySQL-specific operators
|
||||||
|
such as <code>match</code>. Learn more in
|
||||||
|
<a href="#extended-operators">Extended operators</a> below.
|
||||||
|
</td>
|
||||||
|
</tr>
|
||||||
</tbody>
|
</tbody>
|
||||||
</table>
|
</table>
|
||||||
|
|
||||||
|
@ -498,6 +506,55 @@ last_modified: Date;
|
||||||
- GEOMETRY
|
- GEOMETRY
|
||||||
- JSON
|
- JSON
|
||||||
|
|
||||||
|
## Extended operators
|
||||||
|
MySQL connector supports the following MySQL-specific operators:
|
||||||
|
- [`match`](#operator-match)
|
||||||
|
Please note extended operators are disabled by default, you must enable
|
||||||
|
them at datasource level or model level by setting `allowExtendedOperators` to
|
||||||
|
`true`.
|
||||||
|
### Operator `match`
|
||||||
|
The `match` operator allows you to perform a full text search using the [MATCH() .. AGAINST()](https://dev.mysql.com/doc/refman/8.0/en/fulltext-search.html) operator in MySQL.
|
||||||
|
|
||||||
|
Three different modes of the `MATCH` clause are also available in the form of operators -
|
||||||
|
|
||||||
|
- `matchbool` for [Boolean Full Text Search](https://dev.mysql.com/doc/refman/8.0/en/fulltext-boolean.html)
|
||||||
|
- `matchnl` for [Natural Language Full Text Search](https://dev.mysql.com/doc/refman/8.0/en/fulltext-natural-language.html)
|
||||||
|
- `matchqe` for [Full-Text Searches with Query Expansion](https://dev.mysql.com/doc/refman/8.0/en/fulltext-query-expansion.html)
|
||||||
|
- `matchnlqe` for [Full-Text Searches with Query Expansion](https://dev.mysql.com/doc/refman/8.0/en/fulltext-query-expansion.html) with the `IN NATURAL LANGUAGE MODE WITH QUERY EXPANSION` modifier.
|
||||||
|
|
||||||
|
By default, the `match` operator works in Natural Language mode.
|
||||||
|
|
||||||
|
**Note** The fields you are querying must be setup with a `FULLTEXT` index to perform full text search on them.
|
||||||
|
Assuming a model such as this:
|
||||||
|
```ts
|
||||||
|
@model({
|
||||||
|
settings: {
|
||||||
|
allowExtendedOperators: true,
|
||||||
|
}
|
||||||
|
})
|
||||||
|
class Post {
|
||||||
|
@property({
|
||||||
|
type: 'string',
|
||||||
|
mysql: {
|
||||||
|
index: {
|
||||||
|
kind: 'FULLTEXT'
|
||||||
|
}
|
||||||
|
},
|
||||||
|
})
|
||||||
|
content: string;
|
||||||
|
}
|
||||||
|
```
|
||||||
|
You can query the content field as follows:
|
||||||
|
```ts
|
||||||
|
const posts = await postRepository.find({
|
||||||
|
where: {
|
||||||
|
{
|
||||||
|
content: {match: 'someString'},
|
||||||
|
}
|
||||||
|
}
|
||||||
|
});
|
||||||
|
```
|
||||||
|
|
||||||
## Discovery and auto-migration
|
## Discovery and auto-migration
|
||||||
|
|
||||||
### Model discovery
|
### Model discovery
|
||||||
|
|
35
lib/mysql.js
35
lib/mysql.js
|
@ -313,10 +313,10 @@ MySQL.prototype.replaceOrCreate = function(model, data, options, cb) {
|
||||||
* @param {Function} [cb] The callback function
|
* @param {Function} [cb] The callback function
|
||||||
*/
|
*/
|
||||||
MySQL.prototype.save =
|
MySQL.prototype.save =
|
||||||
MySQL.prototype.updateOrCreate = function(model, data, options, cb) {
|
MySQL.prototype.updateOrCreate = function(model, data, options, cb) {
|
||||||
const fields = this.buildFields(model, data);
|
const fields = this.buildFields(model, data);
|
||||||
this._modifyOrCreate(model, data, options, fields, cb);
|
this._modifyOrCreate(model, data, options, fields, cb);
|
||||||
};
|
};
|
||||||
|
|
||||||
MySQL.prototype.getInsertedId = function(model, info) {
|
MySQL.prototype.getInsertedId = function(model, info) {
|
||||||
const insertedId = info && typeof info.insertId === 'number' ?
|
const insertedId = info && typeof info.insertId === 'number' ?
|
||||||
|
@ -550,8 +550,10 @@ MySQL.prototype.ping = function(cb) {
|
||||||
|
|
||||||
MySQL.prototype.buildExpression = function(columnName, operator, operatorValue,
|
MySQL.prototype.buildExpression = function(columnName, operator, operatorValue,
|
||||||
propertyDefinition) {
|
propertyDefinition) {
|
||||||
if (operator === 'regexp') {
|
let clause;
|
||||||
let clause = columnName + ' REGEXP ?';
|
switch (operator) {
|
||||||
|
case 'regexp':
|
||||||
|
clause = columnName + ' REGEXP ?';
|
||||||
// By default, MySQL regexp is not case sensitive. (https://dev.mysql.com/doc/refman/5.7/en/regexp.html)
|
// By default, MySQL regexp is not case sensitive. (https://dev.mysql.com/doc/refman/5.7/en/regexp.html)
|
||||||
// To allow case sensitive regexp query, it has to be binded to a `BINARY` type.
|
// To allow case sensitive regexp query, it has to be binded to a `BINARY` type.
|
||||||
// If ignore case is not specified, search it as case sensitive.
|
// If ignore case is not specified, search it as case sensitive.
|
||||||
|
@ -569,6 +571,31 @@ MySQL.prototype.buildExpression = function(columnName, operator, operatorValue,
|
||||||
|
|
||||||
return new ParameterizedSQL(clause,
|
return new ParameterizedSQL(clause,
|
||||||
[operatorValue.source]);
|
[operatorValue.source]);
|
||||||
|
case 'matchnl':
|
||||||
|
case 'matchqe':
|
||||||
|
case 'matchnlqe':
|
||||||
|
case 'matchbool':
|
||||||
|
case 'match':
|
||||||
|
let mode;
|
||||||
|
switch (operator) {
|
||||||
|
case 'matchbool':
|
||||||
|
mode = ' IN BOOLEAN MODE';
|
||||||
|
break;
|
||||||
|
case 'matchnl':
|
||||||
|
mode = ' IN NATURAL LANGUAGE MODE';
|
||||||
|
break;
|
||||||
|
case 'matchqe':
|
||||||
|
mode = ' WITH QUERY EXPANSION';
|
||||||
|
break;
|
||||||
|
case 'matchnlqe':
|
||||||
|
mode = ' IN NATURAL LANGUAGE MODE WITH QUERY EXPANSION';
|
||||||
|
break;
|
||||||
|
default:
|
||||||
|
mode = '';
|
||||||
|
}
|
||||||
|
clause = ` MATCH (${columnName}) AGAINST (?${mode})`;
|
||||||
|
|
||||||
|
return new ParameterizedSQL(clause, [operatorValue]);
|
||||||
}
|
}
|
||||||
|
|
||||||
// invoke the base implementation of `buildExpression`
|
// invoke the base implementation of `buildExpression`
|
||||||
|
|
|
@ -37,6 +37,17 @@ describe('mysql', function() {
|
||||||
userId: ObjectID,
|
userId: ObjectID,
|
||||||
}, {
|
}, {
|
||||||
forceId: false,
|
forceId: false,
|
||||||
|
indexes: {
|
||||||
|
content_fts_index: {
|
||||||
|
kind: 'FULLTEXT',
|
||||||
|
columns: 'content',
|
||||||
|
},
|
||||||
|
title_fts_index: {
|
||||||
|
kind: 'FULLTEXT',
|
||||||
|
columns: 'title',
|
||||||
|
},
|
||||||
|
},
|
||||||
|
allowExtendedOperators: true,
|
||||||
});
|
});
|
||||||
|
|
||||||
PostWithStringId = db.define('PostWithStringId', {
|
PostWithStringId = db.define('PostWithStringId', {
|
||||||
|
@ -912,6 +923,105 @@ describe('mysql', function() {
|
||||||
});
|
});
|
||||||
});
|
});
|
||||||
|
|
||||||
|
context('match operator', function() {
|
||||||
|
beforeEach(function deleteExistingTestFixtures(done) {
|
||||||
|
Post.destroyAll(done);
|
||||||
|
});
|
||||||
|
beforeEach(function createTestFixtures(done) {
|
||||||
|
Post.create([
|
||||||
|
{title: 'About Redis', content: 'Redis is a Database'},
|
||||||
|
{title: 'Usage', content: 'How To Use MySQL database Well'},
|
||||||
|
{title: 'About Mysql', content: 'Mysql is a database'},
|
||||||
|
], done);
|
||||||
|
});
|
||||||
|
after(function deleteTestFixtures(done) {
|
||||||
|
Post.destroyAll(done);
|
||||||
|
});
|
||||||
|
|
||||||
|
context('with one column and string', () => {
|
||||||
|
it('should work', function(done) {
|
||||||
|
Post.find({where: {content: {match: '+using MYSQL'}}}, (err, posts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(posts);
|
||||||
|
posts.length.should.equal(2);
|
||||||
|
done();
|
||||||
|
});
|
||||||
|
});
|
||||||
|
it('should work in boolean mode with empty result expected', function(done) {
|
||||||
|
Post.find({where: {content: {matchbool: '+using MYSQL'}}}, (err, posts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(posts);
|
||||||
|
posts.length.should.equal(0);
|
||||||
|
done();
|
||||||
|
});
|
||||||
|
});
|
||||||
|
it('should work in boolean mode with one result expected', function(done) {
|
||||||
|
Post.find({where: {content: {matchbool: '+use MYSQL'}}}, (err, posts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(posts);
|
||||||
|
posts.length.should.equal(1);
|
||||||
|
done();
|
||||||
|
});
|
||||||
|
});
|
||||||
|
it('should work with matchqe operator with expected result in first and second pass', function(done) {
|
||||||
|
Post.find({where: {content: {match: 'redis'}}}, (err, posts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(posts);
|
||||||
|
posts.length.should.equal(1);
|
||||||
|
Post.find({where: {content: {matchqe: 'redis'}}}, (err, expandedPosts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(expandedPosts);
|
||||||
|
expandedPosts.length.should.equal(3);
|
||||||
|
done();
|
||||||
|
});
|
||||||
|
});
|
||||||
|
});
|
||||||
|
it('should work with matchnlqe operator with expected result in first and second pass', function(done) {
|
||||||
|
Post.find({where: {content: {match: 'redis'}}}, (err, posts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(posts);
|
||||||
|
posts.length.should.equal(1);
|
||||||
|
Post.find({where: {content: {matchnlqe: 'redis'}}}, (err, expandedPosts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(expandedPosts);
|
||||||
|
expandedPosts.length.should.equal(3);
|
||||||
|
done();
|
||||||
|
});
|
||||||
|
});
|
||||||
|
});
|
||||||
|
});
|
||||||
|
|
||||||
|
context('with multiple column and one string', () => {
|
||||||
|
it('should work', function(done) {
|
||||||
|
const against = 'using MYSQL';
|
||||||
|
Post.find(
|
||||||
|
{
|
||||||
|
where: {
|
||||||
|
or: [
|
||||||
|
{
|
||||||
|
content: {
|
||||||
|
match: against,
|
||||||
|
},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
title: {
|
||||||
|
match: against,
|
||||||
|
},
|
||||||
|
},
|
||||||
|
],
|
||||||
|
},
|
||||||
|
},
|
||||||
|
(err, posts) => {
|
||||||
|
should.not.exist(err);
|
||||||
|
should.exist(posts);
|
||||||
|
posts.length.should.equal(2);
|
||||||
|
done();
|
||||||
|
},
|
||||||
|
);
|
||||||
|
});
|
||||||
|
});
|
||||||
|
});
|
||||||
|
|
||||||
function deleteAllModelInstances() {
|
function deleteAllModelInstances() {
|
||||||
const models = [
|
const models = [
|
||||||
Post, PostWithStringId, PostWithUniqueTitle, PostWithNumId, Student,
|
Post, PostWithStringId, PostWithUniqueTitle, PostWithNumId, Student,
|
||||||
|
|
Loading…
Reference in New Issue