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1 change: 1 addition & 0 deletions build.sbt
Original file line number Diff line number Diff line change
Expand Up @@ -1909,6 +1909,7 @@ lazy val integration = project
"com.dimafeng" %% "testcontainers-scala-scalatest" % testContainersVersion % Test,
"com.fasterxml.jackson.core" % "jackson-databind" % jacksonVersion % Test,
"com.fasterxml.jackson.module" %% "jackson-module-scala" % jacksonVersion % Test,
"com.spotify" %% "magnolify-bigquery" % magnolifyVersion % Test,
"com.spotify" %% "magnolify-datastore" % magnolifyVersion % Test,
"org.apache.beam" % "beam-runners-google-cloud-dataflow-java" % beamVersion % Test
)
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Original file line number Diff line number Diff line change
@@ -0,0 +1,211 @@
/*
* Copyright 2025 Spotify AB.
*
* 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 com.spotify.scio.bigquery

import com.spotify.scio.bigquery.BigQueryTypedTable.Format
import com.spotify.scio.bigquery.client.BigQuery
import com.spotify.scio.bigquery.validation.SetProperty
import com.spotify.scio.coders.Coder
import com.spotify.scio.testing._
import magnolify.bigquery._
import magnolify.bigquery.unsafe._
import magnolify.scalacheck.auto._
import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.Write.{Method => WriteMethod}
import org.apache.beam.sdk.options.PipelineOptionsFactory
import org.scalacheck._
import org.scalatest.BeforeAndAfterAll

import java.time.format.DateTimeFormatter
import java.time._

object MagnolifyBigQueryIT {
case class Nested(int: Int)

case class Record(
bool: Boolean,
long: Long,
double: Double,
numeric: BigDecimal,
string: String,
timestamp: Instant,
date: LocalDate,
time: LocalTime,
datetime: LocalDateTime,
nestedRequired: Nested,
nestedOptional: Option[Nested]
)

def arbBigDecimal(precision: Int, scale: Int): Arbitrary[BigDecimal] = Arbitrary {
val max = BigInt(10).pow(precision) - 1
Gen.choose(-max, max).map(BigDecimal(_, scale))
}

implicit val arbNumeric: Arbitrary[BigDecimal] =
arbBigDecimal(Numeric.MaxNumericPrecision, Numeric.MaxNumericScale)
implicit val arbString: Arbitrary[String] = Arbitrary(Gen.alphaStr)

// Workaround for millis rounding error
val genInstant: Gen[Instant] =
Gen.chooseNum[Long](0L, 1000000000000L).map(x => x / 1000 * 1000).map(Instant.ofEpochMilli)
implicit val arbInstant: Arbitrary[Instant] = Arbitrary(genInstant)
implicit val arbDate: Arbitrary[LocalDate] = Arbitrary(
genInstant.map(_.atZone(ZoneOffset.UTC).toLocalDate)
)
implicit val arbTime: Arbitrary[LocalTime] = Arbitrary(
genInstant.map(_.atZone(ZoneOffset.UTC).toLocalTime)
)
implicit val arbDatetime: Arbitrary[LocalDateTime] = Arbitrary(
genInstant.map(_.atZone(ZoneOffset.UTC).toLocalDateTime)
)

private def table(name: String) = {
val formatter = DateTimeFormatter.ofPattern("yyyyMMddHHmmss")
val now = Instant.now().atZone(ZoneOffset.UTC).toLocalDateTime.format(formatter)
val spec =
s"data-integration-test:bigquery_avro_it.magnolify_$name${now}"
Table.Spec(spec)
}

def sample[T](gen: Gen[T]): Seq[T] = Gen.listOfN(5, gen).sample.get

val records = sample(implicitly[Arbitrary[Record]].arbitrary)

private val options = PipelineOptionsFactory
.fromArgs(
"--project=data-integration-test",
"--tempLocation=gs://data-integration-test-eu/temp"
)
.create()
}

class MagnolifyBigQueryIT extends PipelineSpec with BeforeAndAfterAll {
import MagnolifyBigQueryIT._

private val bq = BigQuery.defaultInstance()

override def beforeAll(): Unit = {
// We need this at runtime as well and tests are run in a fork
SetProperty.setSystemProperty()
()
}

override protected def afterAll(): Unit = {
Option(
bq.client
.execute(_.tables().list("data-integration-test", "bigquery_avro_it"))
.getTables
).foreach(_.forEach(t => bq.tables.delete(t.getTableReference)))
}

def testRoundtrip[T: Coder: TableRowType](
writeMethod: WriteMethod,
readStorageApi: Boolean
)(rows: Seq[T]): Unit = {
val trt = implicitly[TableRowType[T]]
val tableRef = table(s"${writeMethod}_storageAPI_${readStorageApi}".toLowerCase)

runWithRealContext(options) { sc =>
sc
.parallelize(rows)
.map(trt.to)
.saveAsBigQueryTable(
tableRef,
schema = trt.schema,
createDisposition = CREATE_IF_NEEDED,
method = writeMethod
)
}.waitUntilFinish()

runWithRealContext(options) { sc =>
val data = if (readStorageApi) {
sc
.bigQueryStorage(tableRef)
.map(trt.from)
} else {
sc
.bigQueryTable(tableRef, Format.TableRow)
.map(trt.from)
}
data should containInAnyOrder(rows)
}
}

"MagnolifyBigQuery" should "write case classes using FileLoads API and read using Extract API" in {
testRoundtrip(WriteMethod.FILE_LOADS, readStorageApi = false)(records)
}

it should "write case classes using FileLoads API and read using Storage API" in {
testRoundtrip(WriteMethod.FILE_LOADS, readStorageApi = true)(records)
}

it should "read case classes written using legacy BigQueryType" in {
val tableRef = table("bqt_compat")
val records: Seq[TypedBigQueryIT.Record] = TypedBigQueryIT.records

runWithRealContext(options) { sc =>
sc
.parallelize(records)
.saveAsTypedBigQueryTable(
tableRef,
createDisposition = CREATE_IF_NEEDED
)
}.waitUntilFinish()

runWithRealContext(options) { sc =>
import org.joda.time.{DateTimeFieldType, DateTimeZone}

val trt = TableRowType[Record]
val data = sc
.bigQueryStorage(tableRef)
.map(trt.from)

// We're comparing two different Record classes; convert fields to comparable types
data.map(r =>
(
r.bool,
r.long,
r.double,
r.numeric,
r.string,
r.timestamp.toEpochMilli,
r.date.atStartOfDay().toInstant(ZoneOffset.UTC).toEpochMilli,
r.time.toSecondOfDay,
r.datetime.toInstant(ZoneOffset.UTC).toEpochMilli,
r.nestedRequired.int,
r.nestedOptional.map(_.int)
)
) should containInAnyOrder(
records.map(r =>
(
r.bool,
r.long,
r.double,
r.numeric,
r.string,
r.timestamp.toInstant.getMillis,
r.date.toDateTimeAtStartOfDay(DateTimeZone.UTC).getMillis,
r.time.get(DateTimeFieldType.secondOfDay()),
r.datetime.toDateTime(DateTimeZone.UTC).getMillis,
r.nestedRequired.int,
r.nestedOptional.map(_.int)
)
)
)
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ import scala.reflect.macros.blackbox

// This shouldn't be necessary in most production use cases. However passing System properties from
// Intellij can cause issues. The ideal place to set this system property is in your build.sbt file.
private[validation] object SetProperty {
private[scio] object SetProperty {
@compileTimeOnly(
"enable macro paradise (2.12) or -Ymacro-annotations (2.13) to expand macro annotations"
)
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