HeartSaVioR commented on code in PR #49277:
URL: https://github.com/apache/spark/pull/49277#discussion_r1915770433
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sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/StateSchemaCompatibilityChecker.scala:
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@@ -161,24 +179,67 @@ class StateSchemaCompatibilityChecker(
* @param ignoreValueSchema - whether to ignore value schema or not
*/
private def check(
- oldSchema: StateStoreColFamilySchema,
+ oldSchemas: List[StateStoreColFamilySchema],
newSchema: StateStoreColFamilySchema,
- ignoreValueSchema: Boolean) : Unit = {
- val (storedKeySchema, storedValueSchema) = (oldSchema.keySchema,
- oldSchema.valueSchema)
+ ignoreValueSchema: Boolean,
+ schemaEvolutionEnabled: Boolean): (StateStoreColFamilySchema, Boolean) =
{
+
+ def incrementSchemaId(id: Short): Short = (id + 1).toShort
+
+ val mostRecentSchema = oldSchemas.last
+ // Initialize with old schema IDs
+ val resultSchema = newSchema.copy(
+ keySchemaId = mostRecentSchema.keySchemaId,
+ valueSchemaId = mostRecentSchema.valueSchemaId
+ )
+ val (storedKeySchema, storedValueSchema) = (mostRecentSchema.keySchema,
+ mostRecentSchema.valueSchema)
val (keySchema, valueSchema) = (newSchema.keySchema, newSchema.valueSchema)
if (storedKeySchema.equals(keySchema) &&
(ignoreValueSchema || storedValueSchema.equals(valueSchema))) {
// schema is exactly same
+ (mostRecentSchema, false)
} else if (!schemasCompatible(storedKeySchema, keySchema)) {
throw
StateStoreErrors.stateStoreKeySchemaNotCompatible(storedKeySchema.toString,
keySchema.toString)
+ } else if (!ignoreValueSchema && schemaEvolutionEnabled) {
+ // Check value schema evolution
+ // Sort schemas by most recent to least recent
+ val oldAvroSchemas = oldSchemas.sortBy(_.valueSchemaId).reverse.map {
oldSchema =>
+ SchemaConverters.toAvroTypeWithDefaults(oldSchema.valueSchema)
+ }.asJava
+ val l = oldSchemas.sortBy(_.valueSchemaId).reverse.map { oldSchema =>
+ SchemaConverters.toAvroTypeWithDefaults(oldSchema.valueSchema)
+ }
+ val newAvroSchema = SchemaConverters.toAvroTypeWithDefaults(valueSchema)
+
+ val validator = new
SchemaValidatorBuilder().canReadStrategy.validateAll()
+ try {
+ validator.validate(newAvroSchema, oldAvroSchemas)
+ } catch {
+ case s: SchemaValidationException =>
+ throw StateStoreErrors.stateStoreInvalidValueSchemaEvolution(
Review Comment:
Thanks for clarifying, it looks OK since we have provided both schemas.
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