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An endpoint that returns a serialized payload from generated data, based on the schema providedd
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app/src/main/kotlin/io/apim/samples/avro/AvroGenericDataGenerator.kt
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package io.apim.samples.avro | ||
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import io.github.serpro69.kfaker.Faker | ||
import org.apache.avro.Schema | ||
import org.apache.avro.generic.GenericData | ||
import org.apache.avro.generic.GenericFixed | ||
import org.apache.avro.generic.GenericRecord | ||
import kotlin.random.Random | ||
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val faker = Faker() | ||
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fun generate(schema: Schema?): Any? = when(schema?.type) { | ||
Schema.Type.BOOLEAN -> faker.random.nextBoolean() | ||
Schema.Type.INT -> faker.random.nextInt() | ||
Schema.Type.LONG -> faker.random.nextLong() | ||
Schema.Type.FLOAT -> faker.random.nextFloat() | ||
Schema.Type.DOUBLE -> faker.random.nextDouble() | ||
Schema.Type.BYTES -> faker.random.randomString().toByteArray() | ||
Schema.Type.STRING -> faker.random.randomString() | ||
Schema.Type.RECORD -> newRecord(schema) | ||
Schema.Type.ENUM -> faker.random.randomValue(schema.enumSymbols) | ||
Schema.Type.ARRAY -> newArray(schema) | ||
Schema.Type.MAP -> newMap(schema) | ||
Schema.Type.UNION -> newUnion(schema) | ||
Schema.Type.FIXED -> newFixed(schema) | ||
Schema.Type.NULL -> null | ||
null -> null | ||
} | ||
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private fun newRecord(schema: Schema): GenericRecord { | ||
val record = GenericData.Record(schema) | ||
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schema.fields.forEach { | ||
record.put(it.name(), generate(it.schema())) | ||
} | ||
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return record | ||
} | ||
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private fun newArray(schema: Schema): List<Any?> { | ||
val list = mutableListOf<Any?>() | ||
repeat(3) { list.add(generate(schema.elementType)) } | ||
return list | ||
} | ||
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private fun newMap(schema: Schema): Map<String, Any?> { | ||
val map = mutableMapOf<String, Any?>() | ||
repeat(3) { map[faker.random.randomString()] = generate(schema.valueType) } | ||
return map | ||
} | ||
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private fun newUnion(schema: Schema): Any? { | ||
val selectedSchema = faker.random.randomValue(schema.types) | ||
return generate(selectedSchema) | ||
} | ||
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private fun newFixed(schema: Schema): GenericFixed { | ||
val bytes = ByteArray(schema.fixedSize) | ||
Random.nextBytes(bytes) | ||
return GenericData.Fixed(schema, bytes) | ||
} |
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package io.apim.samples.avro | ||
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interface AvroSerDe { | ||
fun serialize(data: Any?): ByteArray | ||
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fun deserialize(binary: ByteArray): Any? | ||
} |
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app/src/main/kotlin/io/apim/samples/avro/AvroSerDeConfluent.kt
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package io.apim.samples.avro | ||
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import io.confluent.kafka.serializers.KafkaAvroDeserializer | ||
import io.confluent.kafka.serializers.KafkaAvroSerializer | ||
import org.apache.avro.Schema | ||
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class AvroSerDeConfluent(private val schema: Schema) : AvroSerDe { | ||
override fun serialize(data: Any?): ByteArray { | ||
val serializer = KafkaAvroSerializer() | ||
serializer.configure(mapOf("schema.registry.url" to "mock://my-scope"), false) | ||
return serializer.serialize("topic", data) | ||
} | ||
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override fun deserialize(binary: ByteArray): Any? { | ||
val deserializer = KafkaAvroDeserializer() | ||
deserializer.configure(mapOf("schema.registry.url" to "mock://my-scope"), false) | ||
return deserializer.deserialize("topic", binary, schema) | ||
} | ||
} |
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package io.apim.samples.avro | ||
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import org.apache.avro.Schema | ||
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enum class SerializationFormat { CONFLUENT, SIMPLE, } | ||
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interface AvroSerDeFactory { | ||
fun new(schema: Schema, format: SerializationFormat = SerializationFormat.SIMPLE): AvroSerDe | ||
} |
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app/src/main/kotlin/io/apim/samples/avro/AvroSerDeFactoryImpl.kt
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package io.apim.samples.avro | ||
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import org.apache.avro.Schema | ||
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class AvroSerDeFactoryImpl: AvroSerDeFactory { | ||
override fun new(schema: Schema, format: SerializationFormat): AvroSerDe = when(format){ | ||
SerializationFormat.SIMPLE -> AvroSerDeSimple(schema) | ||
SerializationFormat.CONFLUENT -> AvroSerDeConfluent(schema) | ||
} | ||
} |
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app/src/main/kotlin/io/apim/samples/avro/AvroSerDeSimple.kt
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package io.apim.samples.avro | ||
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import org.apache.avro.Schema | ||
import org.apache.avro.generic.GenericDatumReader | ||
import org.apache.avro.generic.GenericDatumWriter | ||
import org.apache.avro.io.DecoderFactory | ||
import org.apache.avro.io.EncoderFactory | ||
import java.io.ByteArrayOutputStream | ||
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class AvroSerDeSimple(private val schema: Schema) : AvroSerDe { | ||
override fun serialize(data: Any?): ByteArray { | ||
val writer = GenericDatumWriter<Any>(schema) | ||
val output = ByteArrayOutputStream() | ||
val encoder = EncoderFactory.get().binaryEncoder(output, null) | ||
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writer.write(data, encoder) | ||
encoder.flush() | ||
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return output.toByteArray() | ||
} | ||
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override fun deserialize(binary: ByteArray): Any? { | ||
val reader = GenericDatumReader<Any>(schema) | ||
val decoder = DecoderFactory.get().binaryDecoder(binary, null) | ||
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return reader.read(null, decoder) | ||
} | ||
} |
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package io.apim.samples.rest | ||
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import io.apim.samples.avro.AvroSerDeFactoryImpl | ||
import io.apim.samples.avro.SerializationFormat | ||
import io.apim.samples.avro.generate | ||
import io.vertx.core.http.HttpHeaders | ||
import io.vertx.ext.web.impl.ParsableMIMEValue | ||
import io.vertx.kotlin.core.json.obj | ||
import io.vertx.rxjava3.core.buffer.Buffer | ||
import io.vertx.rxjava3.ext.web.RoutingContext | ||
import org.apache.avro.Schema | ||
import org.apache.avro.SchemaParseException | ||
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val serdeFactory = AvroSerDeFactoryImpl() | ||
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fun avroHandler(ctx: RoutingContext) { | ||
val contentType = (ctx.parsedHeaders().delegate.contentType() as ParsableMIMEValue).forceParse() | ||
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if (!contentType.isJson()) { | ||
ctx.sendError(400, "Provide an avro schema") | ||
return | ||
} | ||
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try { | ||
val schema = Schema.Parser().parse(ctx.body().asString()) | ||
val data = generate(schema) | ||
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val format = ctx.queryParam("format").elementAtOrNull(0)?.let { SerializationFormat.valueOf(it) } | ||
?: SerializationFormat.CONFLUENT | ||
val serde = serdeFactory.new(schema, format) | ||
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ctx.response().statusCode = 200 | ||
ctx.response().putHeader(HttpHeaders.CONTENT_TYPE, "application/*+avro") | ||
ctx.end(Buffer.buffer(serde.serialize(data))).subscribe() | ||
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} catch (e: SchemaParseException) { | ||
ctx.sendError(400, "Invalid avro schema", e.message) | ||
return | ||
} | ||
} | ||
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private fun RoutingContext.sendError(statusCode: Int, title: String, detail: String? = null) { | ||
this.response().statusCode = statusCode | ||
this.end(io.vertx.kotlin.core.json.json { | ||
obj( | ||
"title" to title, | ||
"detail" to detail | ||
) | ||
} | ||
.toString()).subscribe() | ||
} |
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173 changes: 173 additions & 0 deletions
173
app/src/test/kotlin/io/apim/samples/avro/AvroGenericDataGeneratorTest.kt
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package io.apim.samples.avro | ||
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import org.apache.avro.Schema | ||
import org.apache.avro.generic.GenericFixed | ||
import org.apache.avro.generic.GenericRecord | ||
import org.junit.jupiter.api.Nested | ||
import org.junit.jupiter.api.Test | ||
import strikt.api.expectThat | ||
import strikt.assertions.* | ||
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class AvroGenericDataGeneratorTest { | ||
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@Nested | ||
inner class Primitives { | ||
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@Test | ||
fun `generate from boolean schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "boolean"}""") | ||
expectThat(generate(schema)).isNotNull().isA<Boolean>() | ||
} | ||
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@Test | ||
fun `generate from null schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "null"}""") | ||
expectThat(generate(schema)).isNull() | ||
expectThat(generate(null)).isNull() | ||
} | ||
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@Test | ||
fun `generate from int schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "int"}""") | ||
expectThat(generate(schema)).isNotNull().isA<Int>() | ||
} | ||
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@Test | ||
fun `generate from long schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "long"}""") | ||
expectThat(generate(schema)).isNotNull().isA<Long>() | ||
} | ||
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@Test | ||
fun `generate from float schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "float"}""") | ||
expectThat(generate(schema)).isNotNull().isA<Float>() | ||
} | ||
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@Test | ||
fun `generate from double schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "double"}""") | ||
expectThat(generate(schema)).isNotNull().isA<Double>() | ||
} | ||
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@Test | ||
fun `generate from bytes schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "bytes"}""") | ||
expectThat(generate(schema)).isNotNull().isA<ByteArray>() | ||
} | ||
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@Test | ||
fun `generate from string schema`() { | ||
val schema = Schema.Parser().parse("""{"type": "string"}""") | ||
expectThat(generate(schema)).isNotNull().isA<String>() | ||
} | ||
} | ||
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@Nested | ||
inner class Record { | ||
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@Test | ||
fun `generate from record schema`() { | ||
val schema = Schema.Parser().parse(""" | ||
{ | ||
"type": "record", | ||
"name": "Payment", | ||
"fields": [ | ||
{ | ||
"name": "id", | ||
"type": "string" | ||
}, | ||
{ | ||
"name": "amount", | ||
"type": "double" | ||
} | ||
] | ||
} | ||
""".trimIndent()) | ||
expectThat(generate(schema)).isNotNull().isA<GenericRecord>().and { | ||
get { get("id") }.isNotNull().isA<String>() | ||
get { get("amount") }.isNotNull().isA<Double>() | ||
} | ||
} | ||
} | ||
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@Nested | ||
inner class Enum { | ||
@Test | ||
fun `generate from enum schema`() { | ||
val expectedValues = listOf("SPADES", "HEARTS", "DIAMONDS", "CLUBS") | ||
val schema = Schema.Parser().parse(""" | ||
{ | ||
"type": "enum", | ||
"name": "Suit", | ||
"symbols" : [${expectedValues.joinToString(",") { "\"$it\"" }}] | ||
} | ||
""".trimIndent()) | ||
expectThat(generate(schema)).isNotNull().isA<String>().isContainedIn(expectedValues) | ||
} | ||
} | ||
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@Nested | ||
inner class Arrays { | ||
@Test | ||
fun `generate from string array schema`() { | ||
val schema = Schema.Parser().parse(""" | ||
{ | ||
"type": "array", | ||
"items" : "string", | ||
"default": [] | ||
} | ||
""".trimIndent()) | ||
expectThat(generate(schema)).isNotNull().isA<List<String>>().hasSize(3) | ||
} | ||
} | ||
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@Nested | ||
inner class Maps { | ||
@Test | ||
fun `generate from long value map schema`() { | ||
val schema = Schema.Parser().parse(""" | ||
{ | ||
"type": "map", | ||
"values" : "long", | ||
"default": {} | ||
} | ||
""".trimIndent()) | ||
expectThat(generate(schema)).isNotNull().isA<Map<String, Long>>().hasSize(3) | ||
} | ||
} | ||
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@Nested | ||
inner class Unions { | ||
@Test | ||
fun `generate from union schema`() { | ||
val schema = Schema.Parser().parse(""" | ||
["null", "string"] | ||
""".trimIndent()) | ||
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repeat(10) { | ||
val result = generate(schema) | ||
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val isNull = result == null | ||
val isString = result != null && result is String | ||
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expectThat(isNull || isString).describedAs("Expecting a null or string but was '$result'").isTrue() | ||
} | ||
} | ||
} | ||
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@Nested | ||
inner class Fixed { | ||
@Test | ||
fun `generate from fixed schema`() { | ||
val schema = Schema.Parser().parse(""" | ||
{"type": "fixed", "size": 16, "name": "md5"} | ||
""".trimIndent()) | ||
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val result = generate(schema) | ||
expectThat(result).isNotNull().isA<GenericFixed>().and { | ||
get { bytes().asList() }.hasSize(16) | ||
} | ||
} | ||
} | ||
} |
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