forked from confluentinc/kafka-streams-examples
-
Notifications
You must be signed in to change notification settings - Fork 1
/
GenericAvroScalaIntegrationTest.scala
143 lines (128 loc) · 6.19 KB
/
GenericAvroScalaIntegrationTest.scala
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
/*
* Copyright Confluent Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package io.confluent.examples.streams
import java.util.{Collections, Properties}
import io.confluent.examples.streams.kafka.EmbeddedSingleNodeKafkaCluster
import io.confluent.kafka.serializers.{AbstractKafkaAvroSerDeConfig, KafkaAvroDeserializer, KafkaAvroSerializer}
import io.confluent.kafka.streams.serdes.avro.GenericAvroSerde
import org.apache.avro.Schema
import org.apache.avro.generic.{GenericData, GenericRecord}
import org.apache.kafka.clients.consumer.ConsumerConfig
import org.apache.kafka.clients.producer.ProducerConfig
import org.apache.kafka.common.serialization._
import org.apache.kafka.streams.kstream.{KStream, Produced}
import org.apache.kafka.streams.{KafkaStreams, StreamsBuilder, StreamsConfig}
import org.assertj.core.api.Assertions.assertThat
import org.junit._
import org.scalatest.junit.AssertionsForJUnit
/**
* End-to-end integration test that demonstrates how to work on Generic Avro data.
*
* See [[SpecificAvroScalaIntegrationTest]] for the equivalent Specific Avro integration test.
*/
class GenericAvroScalaIntegrationTest extends AssertionsForJUnit {
private val privateCluster: EmbeddedSingleNodeKafkaCluster = new EmbeddedSingleNodeKafkaCluster
@Rule def cluster: EmbeddedSingleNodeKafkaCluster = privateCluster
private val inputTopic = "inputTopic"
private val outputTopic = "output-topic"
@Before
def startKafkaCluster() {
cluster.createTopic(inputTopic, 2, 1)
cluster.createTopic(outputTopic)
}
@Test
def shouldRoundTripGenericAvroDataThroughKafka() {
val schema: Schema = new Schema.Parser().parse(getClass.getResourceAsStream("/avro/io/confluent/examples/streams/wikifeed.avsc"))
val record: GenericRecord = {
val r = new GenericData.Record(schema)
r.put("user", "alice")
r.put("is_new", true)
r.put("content", "lorem ipsum")
r
}
val inputValues: Seq[GenericRecord] = Seq(record)
//
// Step 1: Configure and start the processor topology.
//
val builder: StreamsBuilder = new StreamsBuilder()
val streamsConfiguration: Properties = {
val p = new Properties()
p.put(StreamsConfig.APPLICATION_ID_CONFIG, "generic-avro-scala-integration-test")
p.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, cluster.bootstrapServers())
p.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.ByteArray.getClass.getName)
p.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, classOf[GenericAvroSerde])
p.put(AbstractKafkaAvroSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG, cluster.schemaRegistryUrl)
p.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest")
p
}
// Write the input data as-is to the output topic.
//
// Normally, because a) we have already configured the correct default serdes for keys and
// values and b) the types for keys and values are the same for both the input topic and the
// output topic, we would only need to define:
//
// builder.stream(inputTopic).to(outputTopic);
//
// However, in the code below we intentionally override the default serdes in `to()` to
// demonstrate how you can construct and configure a generic Avro serde manually.
val stringSerde: Serde[String] = Serdes.String
val genericAvroSerde: Serde[GenericRecord] = {
val gas = new GenericAvroSerde
// Note how we must manually call `configure()` on this serde to configure the schema registry
// url. This is different from the case of setting default serdes (see `streamsConfiguration`
// above), which will be auto-configured based on the `StreamsConfiguration` instance.
val isKeySerde: Boolean = false
gas.configure(Collections.singletonMap(AbstractKafkaAvroSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG, cluster.schemaRegistryUrl), isKeySerde)
gas
}
val stream: KStream[String, GenericRecord] = builder.stream(inputTopic)
stream.to(outputTopic, Produced.`with`(stringSerde, genericAvroSerde))
val streams: KafkaStreams = new KafkaStreams(builder.build(), streamsConfiguration)
streams.start()
//
// Step 2: Produce some input data to the input topic.
//
val producerConfig: Properties = {
val p = new Properties()
p.put(ProducerConfig.BOOTSTRAP_SERVERS_CONFIG, cluster.bootstrapServers())
p.put(ProducerConfig.ACKS_CONFIG, "all")
p.put(ProducerConfig.RETRIES_CONFIG, "0")
p.put(ProducerConfig.KEY_SERIALIZER_CLASS_CONFIG, classOf[ByteArraySerializer])
p.put(ProducerConfig.VALUE_SERIALIZER_CLASS_CONFIG, classOf[KafkaAvroSerializer])
p.put(AbstractKafkaAvroSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG, cluster.schemaRegistryUrl)
p
}
import collection.JavaConverters._
IntegrationTestUtils.produceValuesSynchronously(inputTopic, inputValues.asJava, producerConfig)
//
// Step 3: Verify the application's output data.
//
val consumerConfig = {
val p = new Properties()
p.put(ConsumerConfig.BOOTSTRAP_SERVERS_CONFIG, cluster.bootstrapServers())
p.put(ConsumerConfig.GROUP_ID_CONFIG, "generic-avro-scala-integration-test-standard-consumer")
p.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest")
p.put(ConsumerConfig.KEY_DESERIALIZER_CLASS_CONFIG, classOf[ByteArrayDeserializer])
p.put(ConsumerConfig.VALUE_DESERIALIZER_CLASS_CONFIG, classOf[KafkaAvroDeserializer])
p.put(AbstractKafkaAvroSerDeConfig.SCHEMA_REGISTRY_URL_CONFIG, cluster.schemaRegistryUrl)
p
}
val actualValues: java.util.List[GenericRecord] =
IntegrationTestUtils.waitUntilMinValuesRecordsReceived(consumerConfig, outputTopic, inputValues.size)
streams.close()
assertThat(actualValues).containsExactlyElementsOf(inputValues.asJava)
}
}