Created
April 2, 2020 13:28
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const fs = require('fs'); | |
const stream = require('stream') | |
const {Transform, Writable} = stream; | |
const util = require('util'); | |
const pipeline = util.promisify(stream.pipeline); | |
const csvParser = = require('csv-parser'); // best csv parser | |
const db = require('./connection'); | |
const readStream = fs.createReadStream('./path/to.csv'); | |
const csv = csvParser(); // turns binary stream into object stream | |
const transform = new Transform({ // one way to do it | |
objectMode: true, | |
transform(chunk, _, next) { | |
const {lng, lat} = chunk; | |
chunk.geom = db.raw('ST_SetSRID( ST_Point( :lng, :lat), 4326)', { | |
lng, lat | |
}); | |
next(null, chunk) | |
} | |
}) | |
class CacheStream extends Transform { | |
constructor(size = 200) { | |
super({ | |
objectMode: true | |
}); | |
this.size = size; | |
this.cache = []; | |
} | |
_transform(chunk, _, next) { | |
this.cache.push(chunk); | |
if (this.cache.length < this.size) { | |
return next(); | |
} | |
const cache = this.cache; | |
this.cache = []; | |
this.push(cache); | |
return next(); | |
} | |
_final(done) { | |
if (this.cache.length) { | |
this.push(this.cache); | |
} | |
done(); | |
} | |
} | |
const dbStream = (db, table) => new Writable({ | |
objectMode: true, | |
write(chunk, _, next) { | |
db(table).insert(chunk).then(()=>{ | |
next(); | |
}, next()) | |
} | |
}); | |
const run = async () => { | |
const readStream = fs.createReadStream('./path/to.csv'); | |
const csv = csvParser(); // turns binary stream into object stream | |
const transform = new Transform({ // one way to do it | |
objectMode: true, | |
transform(chunk, _, next) { | |
const {lng, lat} = chunk; | |
chunk.geom = db.raw('ST_SetSRID( ST_Point( :lng, :lat), 4326)', { | |
lng, lat | |
}); | |
next(null, chunk) | |
} | |
}) | |
await pipeline( | |
readStream, | |
csv, | |
transform, | |
new CacheStream(), | |
dbStream(db, 'table_name') | |
); | |
} |
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