avro-user mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From Echo Li <echo...@gmail.com>
Subject Re: How to deserialize avro file with union/many schemas?
Date Wed, 23 Jul 2014 22:09:19 GMT
Hi Mike,

I read through most of the doc on avro site, don't see anything about the
"union schema", Mike, would you mind give me some example here how the
union schma is defined? also what package/method can retrieve the master
schema from avro file? is that "getschema()" should work? and how to read
in each Avro datums whithout knowing their corresponding schema?....

very much appreciate your help!

On Tue, Jul 22, 2014 at 10:25 PM, Michael Pigott <
mpigott.subscriptions@gmail.com> wrote:

> It's just a regular Union :-)
> http://avro.apache.org/docs/1.7.6/spec.html#Unions
> Regards,
> Mike
> On Jul 23, 2014 1:22 AM, "Echo" <echolql@gmail.com> wrote:
>> Thanks Mike, it sounds make sense, is there any doc I can read about
>> union schema?
>> On Jul 22, 2014, at 2:32 PM, Michael Pigott <
>> mpigott.subscriptions@gmail.com> wrote:
>> Echo,
>>     Just to make sure I understand you correctly - do you have a file
>> with multiple Avro datums in it, each one following a separate schema?  And
>> are all of these schemas unioned together in a file-level "master schema?"
>>  (As far as I know, Avro file readers and writers only support one schema
>> per file, so this is the only way your question makes sense to me.)
>>     If that's the case, then you can get the file's "master schema" and
>> determine what all of the different types are:
>> List<Schema> allTypes = masterSchema.getTypes(); // Assumes masterSchema
>> is of Type.UNION
>> Then when you read each Avro datum in the file, you can check which of
>> the schemas it conforms to, and write a new file with just that sub-schema
>> and the one datum in it.
>> Does that make sense?
>> Mike
>> On Tue, Jul 22, 2014 at 3:22 PM, Lewis John Mcgibbney <
>> lewis.mcgibbney@gmail.com> wrote:
>>> For the purpose of others on this list, can ytou please provide an
>>> example of your schema?
>>> Thanks
>>> Lewis
>>> On Tue, Jul 22, 2014 at 12:06 PM, Echo Li <echolql@gmail.com> wrote:
>>>> Hello,
>>>> I'm new here, hope I can get help from you guys. Basically I have an
>>>> avro file with union/many schemas and mixed records. I will need to split
>>>> it to many avro file, one schema per file. All the stuff I've been reading
>>>> is about serializing and deserializing avro file with one schema, which is
>>>> pretty straightforward, but in my case I have no clue, any ideas?
>>> --
>>> *Lewis*

View raw message