object DataFrameValidator extends LazyLogging
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def
assertSchemaContains(schema: StructType, subSchema: StructType): Unit
throws exception when
schema
does not subsumes thesubSchema
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def
checkSchemaContains(schema: StructType, subSchema: StructType): Boolean
return true if
schema
subsumes thesubSchema
.return true if
schema
subsumes thesubSchema
.A schema A subsumes B if all columns of B are present in A and their corresponding datatypes are compatible with each other. Example In following example schemaA subsumes schemaB
val schemaA = StructType( Seq( StructField("col1", StringType, true), StructField("col2", DoubleType, true), StructField("col3", DoubleType, true) ) ) val schemaB = StructType( Seq( StructField("col1", StringType, true), StructField("col2", IntegerType, true), ) )
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logger: Logger
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