I slightly modify the code to use while(partitions.hasNext) { } instead of 
partitions.map(func)
I suppose this can eliminate the uncertainty from lazy execution.

-----Original Message-----
From: Sean Owen [mailto:so...@cloudera.com]
Sent: Monday, August 18, 2014 3:10 PM
To: MA33 YTHung1
Cc: user@spark.apache.org
Subject: Re: a noob question for how to implement setup and cleanup in Spark map

I think this was a more comprehensive answer recently. Tobias is right that it 
is not quite that simple:
http://mail-archives.apache.org/mod_mbox/spark-user/201407.mbox/%3CCAPH-c_O9kQO6yJ4khXUVdO=+D4vj=JfG2tP9eqn5RPko=dr...@mail.gmail.com%3E

On Mon, Aug 18, 2014 at 8:04 AM, Henry Hung <ythu...@winbond.com> wrote:
> Hi All,
>
>
>
> Please ignore my question, I found a way to implement it via old
> archive
> mails:
>
>
>
> http://mail-archives.apache.org/mod_mbox/spark-user/201404.mbox/%3CCAF
> _KkPzpU4qZWzDWUpS5r9bbh=-hwnze2qqg56e25p--1wv...@mail.gmail.com%3E
>
>
>
> Best regards,
>
> Henry
>
>
>
> From: MA33 YTHung1
> Sent: Monday, August 18, 2014 2:42 PM
> To: user@spark.apache.org
> Subject: a noob question for how to implement setup and cleanup in
> Spark map
>
>
>
> Hi All,
>
>
>
> I’m new to Spark and Scala, just recently using this language and love
> it, but there is a small coding problem when I want to convert my
> existing map reduce code from Java to Spark…
>
>
>
> In Java, I create a class by extending
> org.apache.hadoop.mapreduce.Mapper
> and override the setup(), map() and cleanup() methods.
>
> But in the Spark, there is no a method called setup(), so I write the
> setup() code into map(), but it performs badly.
>
> The reason is I create database connection in the setup() once and
> run() will execute SQL query, then cleanup() will close the connection.
>
> Could someone tell me how to do it in Spark?
>
>
>
> Best regards,
>
> Henry Hung
>
>
>
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