当我尝试使用 Flink 1.3.2 和 avro 1.8.2 中的内置AvroKeyValueSinkWriter
写入 avro 记录时,我收到以下错误消息:
我的架构如下所示:
{"namespace": "com.base.avro",
"type": "record",
"name": "Customer",
"doc": "v6",
"fields": [
{"name": "CustomerID", "type": "string"},
{"name": "platformAgent", "type": {
"type": "enum",
"name": "PlatformAgent",
"symbols": ["WEB", "MOBILE", "UNKNOWN"]
}, "default":"UNKNOWN"}
]
}
我调用以下 Flink 代码来写入数据:
var properties = new util.HashMap[String, String]()
val stringSchema = Schema.create(Type.STRING)
val myTypeSchema = Customer.getClassSchema
val keySchema = stringSchema.toString
val valueSchema = myTypeSchema.toString
val compress = true
properties.put(AvroKeyValueSinkWriter.CONF_OUTPUT_KEY_SCHEMA, keySchema)
properties.put(AvroKeyValueSinkWriter.CONF_OUTPUT_VALUE_SCHEMA, valueSchema)
properties.put(AvroKeyValueSinkWriter.CONF_COMPRESS, compress.toString)
properties.put(AvroKeyValueSinkWriter.CONF_COMPRESS_CODEC, DataFileConstants.SNAPPY_CODEC)
val sink = new BucketingSink[org.apache.flink.api.java.tuple.Tuple2[String, Customer]]("s3://test/flink")
sink.setBucketer(new DateTimeBucketer("yyyy-MM-dd/HH/mm/"))
sink.setInactiveBucketThreshold(120000) // this is 2 minutes
sink.setBatchSize(1024 * 1024 * 64) // this is 64 MB,
sink.setPendingSuffix(".avro")
val writer = new AvroKeyValueSinkWriter[String, Customer](properties)
sink.setWriter(writer.duplicate())
但是,它会引发以下错误:
Caused by: org.apache.avro.AvroTypeException: Not an enum: MOBILE
at org.apache.avro.generic.GenericDatumWriter.writeEnum(GenericDatumWriter.java:177)
at org.apache.avro.generic.GenericDatumWriter.writeWithoutConversion(GenericDatumWriter.java:119)
at org.apache.avro.generic.GenericDatumWriter.write(GenericDatumWriter.java:75)
at org.apache.avro.generic.GenericDatumWriter.writeField(GenericDatumWriter.java:166)
at org.apache.avro.generic.GenericDatumWriter.writeRecord(GenericDatumWriter.java:156)
at org.apache.avro.generic.GenericDatumWriter.writeWithoutConversion(GenericDatumWriter.java:118)
at org.apache.avro.generic.GenericDatumWriter.write(GenericDatumWriter.java:75)
at org.apache.avro.generic.GenericDatumWriter.writeField(GenericDatumWriter.java:166)
at org.apache.avro.generic.GenericDatumWriter.writeRecord(GenericDatumWriter.java:156)
at org.apache.avro.generic.GenericDatumWriter.writeWithoutConversion(GenericDatumWriter.java:118)
at org.apache.avro.generic.GenericDatumWriter.write(GenericDatumWriter.java:75)
at org.apache.avro.generic.GenericDatumWriter.write(GenericDatumWriter.java:62)
at org.apache.avro.file.DataFileWriter.append(DataFileWriter.java:302)
... 10 more
请指教!
更新 1:根据这张票,我发现这是 avro 1.8+ 中的一种错误:https://issues-test.apache.org/jira/browse/AVRO-1810
事实证明这是 Avro 1.8+ 的问题,我必须覆盖 flink 使用的版本 dependencyOverrides += "org.apache.avro" % "avro" % "1.7.3"
,该错误可以在这里找到 https://issues-test.apache.org/jira/browse/AVRO-1810