I am trying to run an EMR scalding job and the Scala code is suppose to fetch the content of a text file located in an S3 bucket. The scala.io.source
library is messing up with the correct location of the S3 path.
I am giving the parameter runidfile to the EMR job :
--runidfile s3://my-bucket/input.txt
The scala code does the following :
val runid_path = args("runidfile")
val runid = Source.fromFile(runid_path).getLines().mkString
The code somehow doesn't accept the "//" in the S3 path and I get an error:
Caused by: java.io.FileNotFoundException: s3:/my-bucket/input.txt (No such file or directory)
at java.io.FileInputStream.open(Native Method)
at java.io.FileInputStream.(FileInputStream.java:146)
at scala.io.Source$.fromFile(Source.scala:90)
at scala.io.Source$.fromFile(Source.scala:75)
at scala.io.Source$.fromFile(Source.scala:53)
at com.move.scalding.userEvents.RecommenderValidator.(RecommenderValidator.scala:37)
Is there any solution or a workaround to this? I tried using Source.fromURL
, but S3 is not a valid protocol so it doesn't accept it.
In the Amazon S3 console, choose your S3 bucket, choose the file that you want to open or download, choose Actions, and then choose Open or Download. If you are downloading an object, specify where you want to save it. The procedure for saving the object depends on the browser and operating system that you are using.
Reading objects without downloading them Similarly, if you want to upload and read small pieces of textual data such as quotes, tweets, or news articles, you can do that using the S3 resource method put(), as demonstrated in the example below (Gist).
Byte-Range Fetches Amazon S3 allows you to fetch different byte ranges from within the same object, helping to achieve higher aggregate throughput versus a single-whole object request. Fetching smaller ranges of a large object also allows an application to improve the retry times when these requests are interrupted.
The scala.io.Source
library is not meant to access files directly from Amazon S3. You need another library for that.
You can use the offical Amazon S3 Java Library. Here is some sample code (copied together from this question and its answers)
val credentials = new BasicAWSCredentials("myKey", "mySecretKey")
val s3Client = new AmazonS3Client(credentials)
val s3Object = s3Client.getObject(new GetObjectRequest("my-bucket", "input.txt"))
val myData = Source.fromInputStream(s3Object.getObjectContent())
val runid = myData.getLines().mkString
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