Created
October 7, 2019 15:13
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S3 JSON line reader (fast / parallel)
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#!/usr/bin/env node | |
'use strict'; | |
const AWS = require('aws-sdk'); | |
if (process.env.AWS_PROFILE) { // eslint-disable-line | |
AWS.config.credentials = new AWS.SharedIniFileCredentials({ | |
profile: process.env.AWS_PROFILE // eslint-disable-line | |
}); | |
AWS.config.logger = console; | |
} | |
const s3opts = { apiVersion: '2006-03-01' }; | |
if (process.env.AWS_S3_ENDPOINT) { // eslint-disable-line | |
s3opts.endpoint = process.env.AWS_S3_ENDPOINT; // eslint-disable-line | |
s3opts.s3ForcePathStyle = true; | |
s3opts.signatureVersion = 'v4'; | |
} | |
const s3 = new AWS.S3(s3opts); | |
const gunzipA = require('util').promisify(require('zlib').gunzip); | |
class S3JsonlReader extends require('stream').Readable { | |
constructor(options) { | |
options.objectMode = true; | |
super(options); | |
this.keys = options.keys; | |
if (!Array.isArray(this.keys)) { | |
throw new Error('keys array required.'); | |
} | |
this.keys.forEach((k) => { | |
if (!(typeof k === 'string')) { | |
throw new Error('keys array must contain only strings.'); | |
} | |
}); | |
this.bucket = options.bucket; | |
this.promises = null; | |
this.errors = []; | |
this.events = []; | |
} | |
_read() { | |
if (!this.promises) { | |
this.promises = this.keys.map((k) => { | |
const bucketKey = this.parseKey(k, this.bucket); | |
return { | |
bucketKey, | |
promise: s3.getObject(bucketKey).promise() | |
.catch((error) => { | |
error.bucketKey = bucketKey; | |
this.errors.push(error); | |
}) | |
}; | |
}); | |
} | |
if (this.events.length) { | |
this.push(this.events.splice(0, 1)[0]); | |
} | |
else { | |
this.getEventsFromPromises() | |
.then(() => { | |
if (this.events.length) { | |
this.push(this.events.splice(0, 1)[0]); | |
} | |
else { | |
this.push(null); | |
} | |
}); | |
} | |
} | |
parseKey(Key, Bucket) { | |
if (Key.startsWith('s3://')) { | |
const a = Key.split('/'); | |
Bucket = a[2]; | |
Key = a.slice(3).join('/'); | |
} | |
return { Bucket, Key }; | |
} | |
async getEventsFromPromises() { | |
if (this.promises.length) { | |
const { promise, bucketKey } = this.promises.splice(0, 1)[0]; | |
try { | |
let object = await promise; | |
object = await gunzipA(object.Body); | |
this.events = object | |
.toString() | |
.split('\n') | |
.filter((l) => l.trim().length > 6) | |
.map((l) => JSON.parse(l)); | |
} | |
catch (error) { | |
this.errors.push({ | |
message: error.message, | |
bucketKey, | |
stack: error.stack | |
}); | |
await this.getEventsFromPromises(); | |
} | |
} | |
} | |
} | |
exports = module.exports = S3JsonlReader; | |
} |
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