@victoriabros/opq NPM

opq

Node.js client library for constructing OpenSearch query.

Installation

npm install @victoriabros/opq

Quick Start

Constructing queries for OpenSearch index has never been this simplified. opq provides queries that can be used to construct simple, complex and custom JSON queries for OpenSearch.

See example: match.js

const { pipeline, query } = require('@victoriabros/opq');
const pipelineQ = pipeline(
    query.match('customer_first_name', 'Sonya'),
    query.withQuery(),
);

console.log(pipelineQ());

$ node match.js
{ query: { match: { customer_first_name: [Object] } } }

Here's a more complete query based on Paginate results documentation from OpenSeach using several query from opq and pretty printing the output.

See example: paginate.js

const { pipeline, query } = require('@victoriabros/opq');
const paginateQ = pipeline(
    query.match('play_name', 'Hamlet'),
    query.withPaginate(0, 3),
    query.withSort([
        {
            'speech_number': 'asc'
        },
        {
            '_id': 'asc'
        }
    ]),
    query.withQuery(),
    query.withPrettyPrint(),
);

paginateQ();

$ node paginate.js

{
    "query": {
        "match": {
            "play_name": {
                "query": "Hamlet"
            }
        },
        "from": 0,
        "size": 3,
        "sort": [
            {
                "speech_number": "asc"
            },
            {
                "_id": "asc"
            }
        ]
    }
}

More snippets can be found in the examples directory

Query

Opq exports query.* which has several functions that can be used within pipeline.

const { query } = require('@victoriabros/opq');

matchPrefix

This allows including the match_phrase_prefix field which searches for documents matching the provided phrase.

See example: matchprefix.js

matchBool

This allows including the match_bool_prefix field which analyzes the provided search string and creates a Boolean query.

See example: matchbool.js

match

This allows including the match field to perform full-text search.

See example: match.js

multimatch

This allows including the multimatch field to search multiple fields in the index. By default, fields will be * which searches the fields specified in the index query.

See example: multimatch.js

matchAll

This allows including the match_all field that queries the entire index.

term

This allows including the term field.

See example: array.js#L9

terms

This allows including the terms field.

See example: array.js#L10

exists

checks if a field with a name exists.

const { query } = require('@victoriabros/opq');

const withExists = query.exists({
    'name': 'created_at',
});

range

This allows to search for a range of given values in a field.

const { query } = require('@victoriabros/opq');

const withRange = query.range('created_at', {
    'gte': '2023-04-01',
    'lte': '2024-04-08'
});

withShould

This allows include the should field which is equivalent to logical or operator.

See example: match.js#L9

withMust

This allows include the must field which is equivalent to logical and operator.

See example: siblings.js#L10

withMustNot

This allows include the must_not field which is equivalent to logical not operator.

See example: array.js#L19

withBool

This allows including the bool field that can be combined with withMustNot, withMust, withShould and withFilter.

See example: siblings.js#L11

withQuery

This allows including the query field.

See example: array.js#L23

withFilter

This allows including the filter field.

See example: filter.js

withPaginate

This allows including the from and size fields. The from field is computed based on offset and limit provided.

See example: paginate.js

withHighlight

This allows including the highlight field with option to replace the preTags, postTags and additional highlighting options.

See example: highlight.js

const { query } = require('@victoriabros/opq');

query.withHighlight([
    { 'email': {} },
    { 'username': {} }
], {
    'pre_tags': ['<em>'],
    'post_tags': ['</em>'],
    'order': 'score',
    'number_of_fragments': 0,
});

withSort

This allows including the sort field with option to add flexible attributes.

See example: paginate.js#L8

withSource

This allows including the _source field.

See example: array.js#L24

withConstant

This allows providing constant value with custom key.

See example: siblings.js#L8

withArray

This allows placing sub-queries within an array.

See example: array.js

withSiblings

This allows placing adjacent queries or sub-queries.

See example: siblings.js

withPrettyPrint

By default, prettyprint outputs composed query to console. You may change the default logger.

See example: paginate.js#L17

const { query } = require('@victoriabros/opq');
const winston = require('winston');
const logger = winston.createLogger({
    transports: [
        new winston.transports.Console({ level: 'warn' }),
        new winston.transports.File({ filename: 'combined.log' })
    ],
});

query.withPrettyPrint({}, logger.info);

withScriptScore

This allows including the script_score to change the scoring function of queried documents.

const { query } = require('@victoriabros/opq');

query.withScriptScore(
    query.match('author', 'Dave')(),
    {
        source: `
            _score * doc[params.field].value
        `,
        params: {
            'field': 'multiplier'
        }
    }
);

{
    'script_score': {
        'query': {
            'match': {
                'author': {
                    'query': 'Dave',
                    . . .
                }
            }
        },
        'script': {
            lang: 'painless',
            source: '\n         _score * doc[params.field].value\n         ',
            params: { 'field': 'multiplier' }
        }
    }
}

Pipeline

You can execute custom queries in addition to the built-in queries using pipeline.

See example: custom.js

const { pipeline } = require('@victoriabros/opq');

const customFunction = (text) => {
    return (baseQuery) => ({
        ...baseQuery,
        'custom_attribute': text
    });
};

const pipelineQ = pipeline(
    query.match('fruit_name', 'Orange'),
    query.withQuery(),
    customFunction('custom_value'),
    query.withPrettyPrint(),
);

pipelineQ();

$ node sample-custom.js

{
    "query": {
        "match": {
            "fruit_name": {
                "query": "Orange",
                "operator": "OR",
                "max_expansions": 30,
                "boost": 1
            }
        }
    },
    "custom_attribute": "custom_value"
}

Client

Connection to OpenSearch can be initiated using newClient. It requires at minimum host, username and password but you can provide additional configuration to fine-tune the performance such as circuit breaking.

See example: client.js

const { newClient } = require('@victoriabros/opq');
const client = newClient({
    // required
    host: 'localhost:9200',
    username: 'admin',
    password: 'admin',

    // optional
    enableLongNumeralSupport: true,
    memoryCircuitBreakerEnabled: true,
    memoryCircuitBreakerMaxPercent: 0.8,
});

You can validate configuration credentials using createCredentials.

const { createCredentials } = require('@victoriabros/opq');

console.log(createCredentials({
    // required
    host: 'localhost:9200',
    username: 'admin',
    password: 'admin',

    // optional
    protocol: 'http' // defaults to https
}));

Debugging

debug a tiny JavaScript debugging utility tool is used for client error and info output. The debug output can be toggled by prefix node command with DEBUG=* for the whole module or DEBUG=opensearch:opq for opq only output.

DEBUG=* node examples/client.js

opensearch opensearch-js index search match multimatch elasticsearch opq opq-js

@opensearch-project/opensearch debug

1.1.0

2 years ago

1.0.0

2 years ago