Re: Spark Structured Streaming using S3 as data source

2018-08-27 Thread Sherif Hamdy
Thanks for the reply, to make sure I got this right. if I have 5 JSON files with 100 records in each file. And for example, spark failed while processing the tenth record in the 3rd file. When the query runs again it will begin processing from the tenth record in the 3rd file, did I get that

Re: Spark Structured Streaming using S3 as data source

2018-08-26 Thread Burak Yavuz
Yes, the checkpoint makes sure that you start off from where you left off. On Sun, Aug 26, 2018 at 2:22 AM sherif98 wrote: > I have data that is continuously pushed to multiple S3 buckets. I want to > set > up a structured streaming application that uses the S3 buckets as the data > source and

Spark Structured Streaming using S3 as data source

2018-08-26 Thread sherif98
I have data that is continuously pushed to multiple S3 buckets. I want to set up a structured streaming application that uses the S3 buckets as the data source and do stream-stream joins. My question is if the application is down for some reason, will restarting the application would continue