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Posted to hdfs-user@hadoop.apache.org by Rex X <dn...@gmail.com> on 2016/01/21 00:43:15 UTC
Hadoop Streaming: How to parition output into subfolders?
Dear all,
To be specific, for example, given
hadoop jar hadoop-streaming.jar \
-input myInputDirs \
-output myOutputDir \
-mapper /bin/cat \
-reducer /usr/bin/wc
Where myInputDirs has a *dated* subfolder structure of
/input_dir/yyyy/mm/dd/part-*
I want myOutputDir has the same *dated* subfolder structure:
/output_dir/yyyy/mm/dd/part-*
Guess there should be an option to do this. Can "-partitioner" or any "-D"
option make this?
Thanks & regards,
Rex
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Hi Camusensei,
Thank you. That's very helpful!
Rex
On Thu, Jan 21, 2016 at 1:41 AM, Namikaze Minato <ll...@gmail.com>
wrote:
> Hi Rex X,
>
> We are using the -outputFormat <classname> option of hadoop-streaming.
> Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
>
> Regards,
> Camusensei
>
> On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> > Thank you, Rohit!
> >
> > Any multiple outputs sample code in python?
> >
> > Rex
> >
> >
> > On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> > wrote:
> >>
> >> Hi Rex
> >>
> >> Please explore multiple outputs.
> >>
> >> Regards
> >> Rohit Sarewar
> >>
> >>
> >> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> >>>
> >>> Dear all,
> >>>
> >>> To be specific, for example, given
> >>>
> >>> hadoop jar hadoop-streaming.jar \
> >>> -input myInputDirs \
> >>> -output myOutputDir \
> >>> -mapper /bin/cat \
> >>> -reducer /usr/bin/wc
> >>>
> >>> Where myInputDirs has a dated subfolder structure of
> >>>
> >>> /input_dir/yyyy/mm/dd/part-*
> >>>
> >>> I want myOutputDir has the same dated subfolder structure:
> >>>
> >>> /output_dir/yyyy/mm/dd/part-*
> >>>
> >>> Guess there should be an option to do this. Can "-partitioner" or any
> >>> "-D" option make this?
> >>>
> >>>
> >>> Thanks & regards,
> >>> Rex
> >>
> >>
> >
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Hi Camusensei,
Thank you. That's very helpful!
Rex
On Thu, Jan 21, 2016 at 1:41 AM, Namikaze Minato <ll...@gmail.com>
wrote:
> Hi Rex X,
>
> We are using the -outputFormat <classname> option of hadoop-streaming.
> Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
>
> Regards,
> Camusensei
>
> On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> > Thank you, Rohit!
> >
> > Any multiple outputs sample code in python?
> >
> > Rex
> >
> >
> > On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> > wrote:
> >>
> >> Hi Rex
> >>
> >> Please explore multiple outputs.
> >>
> >> Regards
> >> Rohit Sarewar
> >>
> >>
> >> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> >>>
> >>> Dear all,
> >>>
> >>> To be specific, for example, given
> >>>
> >>> hadoop jar hadoop-streaming.jar \
> >>> -input myInputDirs \
> >>> -output myOutputDir \
> >>> -mapper /bin/cat \
> >>> -reducer /usr/bin/wc
> >>>
> >>> Where myInputDirs has a dated subfolder structure of
> >>>
> >>> /input_dir/yyyy/mm/dd/part-*
> >>>
> >>> I want myOutputDir has the same dated subfolder structure:
> >>>
> >>> /output_dir/yyyy/mm/dd/part-*
> >>>
> >>> Guess there should be an option to do this. Can "-partitioner" or any
> >>> "-D" option make this?
> >>>
> >>>
> >>> Thanks & regards,
> >>> Rex
> >>
> >>
> >
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Hi Camusensei,
Thank you. That's very helpful!
Rex
On Thu, Jan 21, 2016 at 1:41 AM, Namikaze Minato <ll...@gmail.com>
wrote:
> Hi Rex X,
>
> We are using the -outputFormat <classname> option of hadoop-streaming.
> Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
>
> Regards,
> Camusensei
>
> On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> > Thank you, Rohit!
> >
> > Any multiple outputs sample code in python?
> >
> > Rex
> >
> >
> > On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> > wrote:
> >>
> >> Hi Rex
> >>
> >> Please explore multiple outputs.
> >>
> >> Regards
> >> Rohit Sarewar
> >>
> >>
> >> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> >>>
> >>> Dear all,
> >>>
> >>> To be specific, for example, given
> >>>
> >>> hadoop jar hadoop-streaming.jar \
> >>> -input myInputDirs \
> >>> -output myOutputDir \
> >>> -mapper /bin/cat \
> >>> -reducer /usr/bin/wc
> >>>
> >>> Where myInputDirs has a dated subfolder structure of
> >>>
> >>> /input_dir/yyyy/mm/dd/part-*
> >>>
> >>> I want myOutputDir has the same dated subfolder structure:
> >>>
> >>> /output_dir/yyyy/mm/dd/part-*
> >>>
> >>> Guess there should be an option to do this. Can "-partitioner" or any
> >>> "-D" option make this?
> >>>
> >>>
> >>> Thanks & regards,
> >>> Rex
> >>
> >>
> >
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Hi Camusensei,
Thank you. That's very helpful!
Rex
On Thu, Jan 21, 2016 at 1:41 AM, Namikaze Minato <ll...@gmail.com>
wrote:
> Hi Rex X,
>
> We are using the -outputFormat <classname> option of hadoop-streaming.
> Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
>
> Regards,
> Camusensei
>
> On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> > Thank you, Rohit!
> >
> > Any multiple outputs sample code in python?
> >
> > Rex
> >
> >
> > On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> > wrote:
> >>
> >> Hi Rex
> >>
> >> Please explore multiple outputs.
> >>
> >> Regards
> >> Rohit Sarewar
> >>
> >>
> >> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> >>>
> >>> Dear all,
> >>>
> >>> To be specific, for example, given
> >>>
> >>> hadoop jar hadoop-streaming.jar \
> >>> -input myInputDirs \
> >>> -output myOutputDir \
> >>> -mapper /bin/cat \
> >>> -reducer /usr/bin/wc
> >>>
> >>> Where myInputDirs has a dated subfolder structure of
> >>>
> >>> /input_dir/yyyy/mm/dd/part-*
> >>>
> >>> I want myOutputDir has the same dated subfolder structure:
> >>>
> >>> /output_dir/yyyy/mm/dd/part-*
> >>>
> >>> Guess there should be an option to do this. Can "-partitioner" or any
> >>> "-D" option make this?
> >>>
> >>>
> >>> Thanks & regards,
> >>> Rex
> >>
> >>
> >
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Namikaze Minato <ll...@gmail.com>.
Hi Rex X,
We are using the -outputFormat <classname> option of hadoop-streaming.
Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
Regards,
Camusensei
On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> Thank you, Rohit!
>
> Any multiple outputs sample code in python?
>
> Rex
>
>
> On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> wrote:
>>
>> Hi Rex
>>
>> Please explore multiple outputs.
>>
>> Regards
>> Rohit Sarewar
>>
>>
>> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>>>
>>> Dear all,
>>>
>>> To be specific, for example, given
>>>
>>> hadoop jar hadoop-streaming.jar \
>>> -input myInputDirs \
>>> -output myOutputDir \
>>> -mapper /bin/cat \
>>> -reducer /usr/bin/wc
>>>
>>> Where myInputDirs has a dated subfolder structure of
>>>
>>> /input_dir/yyyy/mm/dd/part-*
>>>
>>> I want myOutputDir has the same dated subfolder structure:
>>>
>>> /output_dir/yyyy/mm/dd/part-*
>>>
>>> Guess there should be an option to do this. Can "-partitioner" or any
>>> "-D" option make this?
>>>
>>>
>>> Thanks & regards,
>>> Rex
>>
>>
>
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Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Namikaze Minato <ll...@gmail.com>.
Hi Rex X,
We are using the -outputFormat <classname> option of hadoop-streaming.
Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
Regards,
Camusensei
On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> Thank you, Rohit!
>
> Any multiple outputs sample code in python?
>
> Rex
>
>
> On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> wrote:
>>
>> Hi Rex
>>
>> Please explore multiple outputs.
>>
>> Regards
>> Rohit Sarewar
>>
>>
>> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>>>
>>> Dear all,
>>>
>>> To be specific, for example, given
>>>
>>> hadoop jar hadoop-streaming.jar \
>>> -input myInputDirs \
>>> -output myOutputDir \
>>> -mapper /bin/cat \
>>> -reducer /usr/bin/wc
>>>
>>> Where myInputDirs has a dated subfolder structure of
>>>
>>> /input_dir/yyyy/mm/dd/part-*
>>>
>>> I want myOutputDir has the same dated subfolder structure:
>>>
>>> /output_dir/yyyy/mm/dd/part-*
>>>
>>> Guess there should be an option to do this. Can "-partitioner" or any
>>> "-D" option make this?
>>>
>>>
>>> Thanks & regards,
>>> Rex
>>
>>
>
---------------------------------------------------------------------
To unsubscribe, e-mail: user-unsubscribe@hadoop.apache.org
For additional commands, e-mail: user-help@hadoop.apache.org
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Namikaze Minato <ll...@gmail.com>.
Hi Rex X,
We are using the -outputFormat <classname> option of hadoop-streaming.
Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
Regards,
Camusensei
On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> Thank you, Rohit!
>
> Any multiple outputs sample code in python?
>
> Rex
>
>
> On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> wrote:
>>
>> Hi Rex
>>
>> Please explore multiple outputs.
>>
>> Regards
>> Rohit Sarewar
>>
>>
>> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>>>
>>> Dear all,
>>>
>>> To be specific, for example, given
>>>
>>> hadoop jar hadoop-streaming.jar \
>>> -input myInputDirs \
>>> -output myOutputDir \
>>> -mapper /bin/cat \
>>> -reducer /usr/bin/wc
>>>
>>> Where myInputDirs has a dated subfolder structure of
>>>
>>> /input_dir/yyyy/mm/dd/part-*
>>>
>>> I want myOutputDir has the same dated subfolder structure:
>>>
>>> /output_dir/yyyy/mm/dd/part-*
>>>
>>> Guess there should be an option to do this. Can "-partitioner" or any
>>> "-D" option make this?
>>>
>>>
>>> Thanks & regards,
>>> Rex
>>
>>
>
---------------------------------------------------------------------
To unsubscribe, e-mail: user-unsubscribe@hadoop.apache.org
For additional commands, e-mail: user-help@hadoop.apache.org
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Namikaze Minato <ll...@gmail.com>.
Hi Rex X,
We are using the -outputFormat <classname> option of hadoop-streaming.
Here is the detail: http://www.infoq.com/articles/HadoopOutputFormat
Regards,
Camusensei
On 21 January 2016 at 07:21, Rex X <dn...@gmail.com> wrote:
> Thank you, Rohit!
>
> Any multiple outputs sample code in python?
>
> Rex
>
>
> On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
> wrote:
>>
>> Hi Rex
>>
>> Please explore multiple outputs.
>>
>> Regards
>> Rohit Sarewar
>>
>>
>> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>>>
>>> Dear all,
>>>
>>> To be specific, for example, given
>>>
>>> hadoop jar hadoop-streaming.jar \
>>> -input myInputDirs \
>>> -output myOutputDir \
>>> -mapper /bin/cat \
>>> -reducer /usr/bin/wc
>>>
>>> Where myInputDirs has a dated subfolder structure of
>>>
>>> /input_dir/yyyy/mm/dd/part-*
>>>
>>> I want myOutputDir has the same dated subfolder structure:
>>>
>>> /output_dir/yyyy/mm/dd/part-*
>>>
>>> Guess there should be an option to do this. Can "-partitioner" or any
>>> "-D" option make this?
>>>
>>>
>>> Thanks & regards,
>>> Rex
>>
>>
>
---------------------------------------------------------------------
To unsubscribe, e-mail: user-unsubscribe@hadoop.apache.org
For additional commands, e-mail: user-help@hadoop.apache.org
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Thank you, Rohit!
Any multiple outputs sample code in python?
Rex
On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
wrote:
> Hi Rex
>
> Please explore multiple outputs
> <https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
> .
>
> Regards
> Rohit Sarewar
>
>
> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>
>> Dear all,
>>
>> To be specific, for example, given
>>
>> hadoop jar hadoop-streaming.jar \
>> -input myInputDirs \
>> -output myOutputDir \
>> -mapper /bin/cat \
>> -reducer /usr/bin/wc
>>
>> Where myInputDirs has a *dated* subfolder structure of
>>
>> /input_dir/yyyy/mm/dd/part-*
>>
>> I want myOutputDir has the same *dated* subfolder structure:
>>
>> /output_dir/yyyy/mm/dd/part-*
>>
>> Guess there should be an option to do this. Can "-partitioner" or any
>> "-D" option make this?
>>
>>
>> Thanks & regards,
>> Rex
>>
>
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Thank you, Rohit!
Any multiple outputs sample code in python?
Rex
On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
wrote:
> Hi Rex
>
> Please explore multiple outputs
> <https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
> .
>
> Regards
> Rohit Sarewar
>
>
> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>
>> Dear all,
>>
>> To be specific, for example, given
>>
>> hadoop jar hadoop-streaming.jar \
>> -input myInputDirs \
>> -output myOutputDir \
>> -mapper /bin/cat \
>> -reducer /usr/bin/wc
>>
>> Where myInputDirs has a *dated* subfolder structure of
>>
>> /input_dir/yyyy/mm/dd/part-*
>>
>> I want myOutputDir has the same *dated* subfolder structure:
>>
>> /output_dir/yyyy/mm/dd/part-*
>>
>> Guess there should be an option to do this. Can "-partitioner" or any
>> "-D" option make this?
>>
>>
>> Thanks & regards,
>> Rex
>>
>
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Thank you, Rohit!
Any multiple outputs sample code in python?
Rex
On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
wrote:
> Hi Rex
>
> Please explore multiple outputs
> <https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
> .
>
> Regards
> Rohit Sarewar
>
>
> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>
>> Dear all,
>>
>> To be specific, for example, given
>>
>> hadoop jar hadoop-streaming.jar \
>> -input myInputDirs \
>> -output myOutputDir \
>> -mapper /bin/cat \
>> -reducer /usr/bin/wc
>>
>> Where myInputDirs has a *dated* subfolder structure of
>>
>> /input_dir/yyyy/mm/dd/part-*
>>
>> I want myOutputDir has the same *dated* subfolder structure:
>>
>> /output_dir/yyyy/mm/dd/part-*
>>
>> Guess there should be an option to do this. Can "-partitioner" or any
>> "-D" option make this?
>>
>>
>> Thanks & regards,
>> Rex
>>
>
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by Rex X <dn...@gmail.com>.
Thank you, Rohit!
Any multiple outputs sample code in python?
Rex
On Wed, Jan 20, 2016 at 10:04 PM, rohit sarewar <ro...@gmail.com>
wrote:
> Hi Rex
>
> Please explore multiple outputs
> <https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
> .
>
> Regards
> Rohit Sarewar
>
>
> On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
>
>> Dear all,
>>
>> To be specific, for example, given
>>
>> hadoop jar hadoop-streaming.jar \
>> -input myInputDirs \
>> -output myOutputDir \
>> -mapper /bin/cat \
>> -reducer /usr/bin/wc
>>
>> Where myInputDirs has a *dated* subfolder structure of
>>
>> /input_dir/yyyy/mm/dd/part-*
>>
>> I want myOutputDir has the same *dated* subfolder structure:
>>
>> /output_dir/yyyy/mm/dd/part-*
>>
>> Guess there should be an option to do this. Can "-partitioner" or any
>> "-D" option make this?
>>
>>
>> Thanks & regards,
>> Rex
>>
>
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by rohit sarewar <ro...@gmail.com>.
Hi Rex
Please explore multiple outputs
<https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
.
Regards
Rohit Sarewar
On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> Dear all,
>
> To be specific, for example, given
>
> hadoop jar hadoop-streaming.jar \
> -input myInputDirs \
> -output myOutputDir \
> -mapper /bin/cat \
> -reducer /usr/bin/wc
>
> Where myInputDirs has a *dated* subfolder structure of
>
> /input_dir/yyyy/mm/dd/part-*
>
> I want myOutputDir has the same *dated* subfolder structure:
>
> /output_dir/yyyy/mm/dd/part-*
>
> Guess there should be an option to do this. Can "-partitioner" or any "-D"
> option make this?
>
>
> Thanks & regards,
> Rex
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by rohit sarewar <ro...@gmail.com>.
Hi Rex
Please explore multiple outputs
<https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
.
Regards
Rohit Sarewar
On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> Dear all,
>
> To be specific, for example, given
>
> hadoop jar hadoop-streaming.jar \
> -input myInputDirs \
> -output myOutputDir \
> -mapper /bin/cat \
> -reducer /usr/bin/wc
>
> Where myInputDirs has a *dated* subfolder structure of
>
> /input_dir/yyyy/mm/dd/part-*
>
> I want myOutputDir has the same *dated* subfolder structure:
>
> /output_dir/yyyy/mm/dd/part-*
>
> Guess there should be an option to do this. Can "-partitioner" or any "-D"
> option make this?
>
>
> Thanks & regards,
> Rex
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by rohit sarewar <ro...@gmail.com>.
Hi Rex
Please explore multiple outputs
<https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
.
Regards
Rohit Sarewar
On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> Dear all,
>
> To be specific, for example, given
>
> hadoop jar hadoop-streaming.jar \
> -input myInputDirs \
> -output myOutputDir \
> -mapper /bin/cat \
> -reducer /usr/bin/wc
>
> Where myInputDirs has a *dated* subfolder structure of
>
> /input_dir/yyyy/mm/dd/part-*
>
> I want myOutputDir has the same *dated* subfolder structure:
>
> /output_dir/yyyy/mm/dd/part-*
>
> Guess there should be an option to do this. Can "-partitioner" or any "-D"
> option make this?
>
>
> Thanks & regards,
> Rex
>
Re: Hadoop Streaming: How to parition output into subfolders?
Posted by rohit sarewar <ro...@gmail.com>.
Hi Rex
Please explore multiple outputs
<https://hadoop.apache.org/docs/r2.4.1/api/org/apache/hadoop/mapreduce/lib/output/MultipleOutputs.html>
.
Regards
Rohit Sarewar
On Thu, Jan 21, 2016 at 5:13 AM, Rex X <dn...@gmail.com> wrote:
> Dear all,
>
> To be specific, for example, given
>
> hadoop jar hadoop-streaming.jar \
> -input myInputDirs \
> -output myOutputDir \
> -mapper /bin/cat \
> -reducer /usr/bin/wc
>
> Where myInputDirs has a *dated* subfolder structure of
>
> /input_dir/yyyy/mm/dd/part-*
>
> I want myOutputDir has the same *dated* subfolder structure:
>
> /output_dir/yyyy/mm/dd/part-*
>
> Guess there should be an option to do this. Can "-partitioner" or any "-D"
> option make this?
>
>
> Thanks & regards,
> Rex
>