case class Mutation(schema: StructType = null, before: Array[Any] = null, after: Array[Any] = null) extends Product with Serializable
MUTATION vs. EVENT
Mutation is the general case of an Event Imagine a user impression/view stream - impressions/views are immutable events Imagine a stream of changes to a credit card transaction stream.
- transactions can be "corrected"/updated & deleted, besides being "inserted"
- This is one of the core difference between entity and event sources. Events are insert-only.
- (The other difference is Entites are stored in the warehouse typically as snapshots of the table as of midnight) In case of an update - one must produce both before and after values In case of a delete - only before is populated & after is left as null In case of a insert - only after is populated & before is left as null
TIME ASSUMPTIONS
The schema needs to contain a ts
(milliseconds as a java Long)
For the entities case, mutation_ts
when absent will use ts
as a replacement
TYPE CONVERSIONS
Java types corresponding to the schema types. StreamDecoder should produce mutations that comply. NOTE: everything is nullable (hence boxed) IntType java.lang.Integer LongType java.lang.Long DoubleType java.lang.Double FloatType java.lang.Float ShortType java.lang.Short BooleanType java.lang.Boolean ByteType java.lang.Byte StringType java.lang.String BinaryType Array[Byte] ListType java.util.List[Byte] MapType java.util.Map[Byte] StructType Array[Any]
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- new Mutation(schema: StructType = null, before: Array[Any] = null, after: Array[Any] = null)
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