[英]Read Multilple json schema with spark
Software Configuration:软件配置:
Hadoop distribution:Amazon 2.8.3
Applications:Hive 2.3.2, Pig 0.17.0, Hue 4.1.0, Spark 2.3.0
Tried to read with multiple json schema,尝试使用多个 json 模式读取,
val df = spark.read.option("mergeSchema", "true").json("s3a://s3bucket/2018/01/01/*")
val df = spark.read.option("mergeSchema", "true").json("s3a://s3bucket/2018/01/01/*")
Throws an error,抛出错误,
org.apache.spark.sql.AnalysisException: Unable to infer schema for JSON. It must be specified manually.;
at org.apache.spark.sql.execution.datasources.DataSource$$anonfun$9.apply(DataSource.scala:207)
at org.apache.spark.sql.execution.datasources.DataSource$$anonfun$9.apply(DataSource.scala:207)
at scala.Option.getOrElse(Option.scala:121)
at org.apache.spark.sql.execution.datasources.DataSource.getOrInferFileFormatSchema(DataSource.scala:206)
at org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:392)
at org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:239)
at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:227)
at org.apache.spark.sql.DataFrameReader.json(DataFrameReader.scala:397)
at org.apache.spark.sql.DataFrameReader.json(DataFrameReader.scala:340)
How to read json with multipl schema's with spark?如何使用带火花的多重模式读取json?
当您指向错误的路径时(当数据不存在时),有时会发生这种情况。
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