我看到了一些关于此问题的讨论,但无法理解正确的解决方案:我想将S3中的几百个文件加载到RDD中.我现在就是这样做的:
ObjectListing objectListing = s3.listObjects(new ListObjectsRequest().
withBucketName(...).
withPrefix(...));
List<String> keys = new LinkedList<>();
objectListing.getObjectSummaries().forEach(summery -> keys.add(summery.getKey())); // repeat while objectListing.isTruncated()
JavaRDD<String> events = sc.parallelize(keys).flatMap(new ReadFromS3Function(clusterProps));
Run Code Online (Sandbox Code Playgroud)
在ReadFromS3Function不使用实际的阅读AmazonS3客户端:
public Iterator<String> call(String s) throws Exception {
AmazonS3 s3Client = getAmazonS3Client(properties);
S3Object object = s3Client.getObject(new GetObjectRequest(...));
InputStream is = object.getObjectContent();
List<String> lines = new LinkedList<>();
String str;
try {
BufferedReader reader = new BufferedReader(new InputStreamReader(is));
if (is != null) {
while ((str = reader.readLine()) != null) {
lines.add(str);
}
} …Run Code Online (Sandbox Code Playgroud)