Created
May 10, 2019 00:10
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Spark S3 credentials tip
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import geotrellis.spark.io.hadoop._ | |
import geotrellis.spark.util._ | |
import org.apache.hadoop.fs.FileSystem | |
import org.apache.hadoop.fs.FileUtil | |
import org.apache.hadoop.fs.Path | |
import org.apache.hadoop.conf.Configuration | |
import org.apache.spark._ | |
import org.apache.spark.sql._ | |
val conf = new SparkConf() | |
conf | |
.setMaster("local[*]") | |
.setAppName("Test Context") | |
val sparkContext = SparkSession.builder().config(conf).getOrCreate() | |
implicit val ssc = sparkContext | |
val conf = ssc.sparkContext.hadoopConfiguration | |
// the best way to do it | |
conf.set("fs.s3.impl", classOf[org.apache.hadoop.fs.s3a.S3AFileSystem].getName) | |
conf.set("fs.s3a.aws.credentials.provider", classOf[com.amazonaws.auth.DefaultAWSCredentialsProviderChain].getName) | |
conf.set("fs.s3a.endpoint", "s3.eu-west-2.amazonaws.com") | |
// it is possible also to specify keys this way | |
val credentialsProviderChain = new DefaultAWSCredentialsProviderChain | |
conf.set("fs.s3.impl", classOf[org.apache.hadoop.fs.s3a.S3AFileSystem].getName) | |
conf.set("fs.s3a.access.key", credentialsProviderChain.getCredentials.getAWSAccessKeyId) | |
conf.set("fs.s3a.secret.key", credentialsProviderChain.getCredentials.getAWSSecretKey) | |
conf.set("fs.s3a.endpoint", "s3.eu-west-2.amazonaws.com") | |
// s3 is deprecated, s3n won't allow to specify the endpoint, so the only really good enough | |
// protocol is s3a, and it's the recommended way to interact with S3 using hadoop API. | |
val df = ssc.read.options(Map("header" -> "true", "inferSchema" -> "true")).csv("s3a://path/to.csv") |
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@geofflangenderfer both