MapType vs StructType

2015-07-17 Thread Corey Nolet
I notice JSON objects are all parsed as Map[String,Any] in Jackson but for some reason, the inferSchema tools in Spark SQL extracts the schema of nested JSON objects as StructTypes. This makes it really confusing when trying to rectify the object hierarchy when I have maps because the Catalyst

Re: MapType vs StructType

2015-07-17 Thread Michael Armbrust
I'll add there is a JIRA to override the default past some threshold of # of unique keys: https://issues.apache.org/jira/browse/SPARK-4476 https://issues.apache.org/jira/browse/SPARK-4476 On Fri, Jul 17, 2015 at 1:32 PM, Michael Armbrust mich...@databricks.com wrote: The difference between a

Re: MapType vs StructType

2015-07-17 Thread Michael Armbrust
The difference between a map and a struct here is that in a struct all possible keys are defined as part of the schema and can each can have a different type (and we don't support union types). JSON doesn't have differentiated data structures so we go with the one that gives you more information

Re: MapType vs StructType

2015-07-17 Thread Corey Nolet
This helps immensely. Thanks Michael! On Fri, Jul 17, 2015 at 4:33 PM, Michael Armbrust mich...@databricks.com wrote: I'll add there is a JIRA to override the default past some threshold of # of unique keys: https://issues.apache.org/jira/browse/SPARK-4476