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From Kevin Chen <kc...@palantir.com>
Subject Deserializing JSON into Scala objects in Java code
Date Tue, 08 Sep 2015 19:46:46 GMT
Hello Spark Devs,

 I am trying to use the new Spark API json endpoints at /api/v1/[path]
(added in SPARK-3454).

 In order to minimize maintenance on our end, I would like to use
Retrofit/Jackson to parse the json directly into the Scala classes in
org/apache/spark/status/api/v1/api.scala (ApplicationInfo,
ApplicationAttemptInfo, etc…). However, Jackson does not seem to know how to
handle Scala Seqs, and will throw an error when trying to parse the
attempts: Seq[ApplicationAttemptInfo] field of ApplicationInfo. Our codebase
is in Java.

 My questions are:
1. Do you have any recommendations on how to easily deserialize Scala
objects from json? For example, do you have any current usage examples of
SPARK-3454 with Java?
2. Alternatively, are you committed to the json formats of /api/v1/path? I
would guess so, because of the ‘v1’, but wanted to confirm. If so, I could
deserialize the json into instances of my own Java classes instead, without
worrying about changing the class structure later due to changes in the
Spark API.
Some further information:
* The error I am getting with Jackson when trying to deserialize the json
into ApplicationInfo is Caused by:
com.fasterxml.jackson.databind.JsonMappingException: Can not construct
instance of scala.collection.Seq, problem: abstract types either need to be
mapped to concrete types, have custom deserializer, or be instantiated with
additional type information
* I tried using Jackson’s DefaultScalaModule, which seems to have support
for Scala Seqs, but got no luck.
* Deserialization works if the Scala class does not have any Seq fields, and
works if the fields are Java Lists instead of Seqs.
Thanks very much for your help!
Kevin Chen




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