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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/03/09 17:34:20 UTC

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #27854: [SPARK-31065][SQL] Match schema_of_json to the schema inference of JSON data source

dongjoon-hyun commented on a change in pull request #27854: [SPARK-31065][SQL] Match schema_of_json to the schema inference of JSON data source
URL: https://github.com/apache/spark/pull/27854#discussion_r389849211
 
 

 ##########
 File path: sql/core/src/test/scala/org/apache/spark/sql/JsonFunctionsSuite.scala
 ##########
 @@ -674,4 +674,40 @@ class JsonFunctionsSuite extends QueryTest with SharedSparkSession {
       spark.range(1).select(schema_of_json(input)),
       Seq(Row("struct<id:bigint,price:double>")))
   }
+
+  test("SPARK-31065: schema_of_json - null and empty strings as strings") {
+    Seq("""{"id": null}""", """{"id": ""}""").foreach { input =>
+      checkAnswer(
+        spark.range(1).select(schema_of_json(input)),
+        Seq(Row("struct<id:string>")))
 
 Review comment:
   In these days, the behavior change becomes a tricky issue although it's a bug fix. I'm wondering if this PR is safe (`not a silent behavior change`) in this case because Apache Spark 2.4.x ~ 3.0.0-preview2 returns like the following as mentioned in the PR description. To make it sure,  ping @gatorsmile , @cloud-fan , @marmbrus , @srowen .
   ```scala
   scala> spark.range(1).select(schema_of_json("""{"id": null}""")).show
   +----------------------------+
   |schema_of_json({"id": null})|
   +----------------------------+
   |             struct<id:null>|
   +----------------------------+
   ```

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