Created
December 27, 2019 05:12
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Integrate Elasticsearch With Node.js
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//makeIndex.js | |
const _ = require('highland'); | |
const fs = require('fs'); | |
const csv = require('csv-parser'); | |
const elasticsearch = require('elasticsearch'); | |
const indexName = 'demo_elastic_index'; | |
const start = async () => { | |
const client = new elasticsearch.Client({ | |
host: 'localhost:9200', | |
// log: 'trace', | |
}); | |
await client.ping({ | |
requestTimeout: 3000 | |
}, function (error) { | |
if (error) { | |
console.trace('elasticsearch cluster is down!'); | |
} else { | |
console.log('Elastic search is running.'); | |
} | |
}); | |
try { | |
await client.indices.create({index: indexName}); | |
console.log('created index'); | |
} catch (e) { | |
if (e.status === 400) { | |
console.log('index alread exists'); | |
} else { | |
throw e; | |
} | |
} | |
// process file | |
let currentIndex = 0; | |
const stream = _( | |
fs.createReadStream('./planet-latest-100k_geonames.tsv').pipe( | |
csv({ | |
separator: '\t', | |
}) | |
) | |
) | |
.map(data => ({ | |
...data, | |
alternative_names: data.alternative_names.split(','), | |
lon_num: parseFloat(data.lon), | |
lat_num: parseFloat(data.lat), | |
place_rank_num: parseInt(data.place_rank, 10), | |
importance_num: parseFloat(data.importance), | |
})) | |
.map(data => [{ | |
index: {_index: indexName, _type: 'place', _id: data.osm_id}, | |
}, | |
data, | |
]) | |
.batch(100) | |
.each(async entries => { | |
stream.pause(); | |
const body = entries.reduce((acc, val) => acc.concat(val),[]); | |
await client.bulk({body}); | |
currentIndex += 100; | |
console.log('Created index :', currentIndex); | |
stream.resume(); | |
}) | |
.on('end', () => { | |
console.log('done'); | |
process.exit(); | |
}); | |
}; | |
start(); |
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