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Posted to dev@bigtop.apache.org by "Konstantin Boudnik (JIRA)" <ji...@apache.org> on 2014/04/10 23:20:17 UTC
[jira] [Comment Edited] (BIGTOP-1089) BigPetStore: A polyglot big
data processing blueprint
[ https://issues.apache.org/jira/browse/BIGTOP-1089?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13965863#comment-13965863 ]
Konstantin Boudnik edited comment on BIGTOP-1089 at 4/10/14 9:18 PM:
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Another things: perhaps I am wrong but this structure
{noformat}
bigtop_bigpetstore/setuphive.sh | 11 +
.../bigpetstore/integration/BigPetStoreHiveIT.java | 94 +++
.../integration/BigPetStoreMahoutIT.java | 74 ++
.../bigpetstore/integration/BigPetStorePigIT.java | 149 ++++
.../bigtop/bigpetstore/integration/ITUtils.java | 133 ++++
{noformat}
looks pretty chaotic, don't you think? There are
bigpetstore, bigtop/bigpetstore under bigtop_bigpetstore which makes it increadibly hard to understand the purpose of it.
was (Author: cos):
Another things: perhaps I am wrong but this structure
{noformat}
bigtop_bigpetstore/setuphive.sh | 11 +
.../bigpetstore/integration/BigPetStoreHiveIT.java | 94 +++
.../integration/BigPetStoreMahoutIT.java | 74 ++
.../bigpetstore/integration/BigPetStorePigIT.java | 149 ++++
.../bigtop/bigpetstore/integration/ITUtils.java | 133 ++++
{noformat}
looks pretty chaotic, don't you think?
> BigPetStore: A polyglot big data processing blueprint
> -----------------------------------------------------
>
> Key: BIGTOP-1089
> URL: https://issues.apache.org/jira/browse/BIGTOP-1089
> Project: Bigtop
> Issue Type: New Feature
> Components: Blueprints
> Affects Versions: 0.7.0
> Reporter: jay vyas
> Assignee: jay vyas
> Fix For: 0.8.0
>
> Attachments: BIGTOP-1089.patch, BIGTOP-1089.patch
>
>
> The need for templates for processing big data pipelines is obvious - and also - given the increasing amount of overlap across different big data and nosql projects, it will provide a ground truth in the future for comparing the behaviour and approach of different tools to solve a common, easily comprehended problem.
> This ticket formalizes the conversation in mailing list archives regarding the BigPetStore proposal.
> At the moment, (with the exception of word count), there are very few examples of bigdata problems that have been solved by a variety of different technologies. And, even with wordcount, there arent alot of templates which can be customized for applications.
> Comparatively: Other application developer communities (i.e.the Rails folks, those using maven archetypes, etc.. ) have a plethora of template applications which can be used to kickstart their applications and use cases.
> This big pet store JIRA thus aims to do the following:
> 0) Curate a single, central, standard input data set . (modified: generating a large input data set on the fly).
> 1) Define a big data processing pipeline (using the pet store theme - except morphing it to be analytics rather than transaction oriented), and implement basic aggregations in hive, pig, etc...
> 2) Sink the results of 2 into some kind of NoSQL store or search engine.
>
> Some implementation details -- open to change these, please comment/review -- .
> - initial data source will be raw text or (better yet) some kind of automatically generated data.
> - the source will initially go in bigtop/blueprints
> - the application sources can be in any modern JVM language (java,scala,groovy,clojure), since bigtop supports scala, java, groovy natively already and clojure is easy to support with the right jars.
> - each "job" will be named according to the corresponding DAG of the big data pipeline .
> - all jobs should (not sure if requirement?) be controlled by a global program (maybe oozie?) which runs the tasks in order, and can easily be customized to use different tools at different stages.
> - for now, all outputs will be to files: so that users don't require servers to run the app.
> - final data sinks will be into a highly available transaction oriented store (solr/hbase/...)
> This ticket will be completed once a first iteration of BigPetStore is complete using 3 ecosystem components, along with a depiction of the pipeline which can be used for development.
> I've assigned this to myself :) I hope thats okay? Seems like at the moment im the only one working on it.
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