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Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@
package com.google.cloud.spark.bigquery.integration;

import static com.google.common.truth.Truth.assertThat;
import static org.apache.spark.sql.functions.*;
import static org.hamcrest.CoreMatchers.is;
import static org.junit.Assume.assumeThat;
import static org.junit.Assume.assumeTrue;
Expand All @@ -42,6 +43,8 @@
import org.apache.spark.sql.Dataset;
import org.apache.spark.sql.Encoders;
import org.apache.spark.sql.Row;
import org.apache.spark.sql.expressions.Window;
import org.apache.spark.sql.expressions.WindowSpec;
import org.apache.spark.sql.types.DataType;
import org.apache.spark.sql.types.DataTypes;
import org.apache.spark.sql.types.StructField;
Expand Down Expand Up @@ -316,6 +319,31 @@ public void testTimestampNTZReadFromBigQuery() {
assertThat(row.get(0)).isEqualTo(dateTime);
}

@Test
public void testWindowFunctionPartitionBy() {
WindowSpec windowSpec =
Window.partitionBy(
concat(
col("fullVisitorId"), col("visitStartTime"), col("trafficSource.referralPath")))
.orderBy(lit("window_ordering"));
Dataset<Row> dataset =
spark
.read()
.format("bigquery")
.option("table", TestConstants.ANALYTICS_TABLE)
.option("readDataFormat", dataFormat)
.load()
.withColumn("row_num", row_number().over(windowSpec));

assertThat(dataset.columns().length).isEqualTo(17);
assertThat(
Arrays.stream(dataset.schema().fields())
.filter(field -> field.name().equals("row_num"))
.count())
.isEqualTo(1);
assertThat(dataset.head().get(16)).isEqualTo(1);
}

static <K, V> Map<K, V> scalaMapToJavaMap(scala.collection.Map<K, V> map) {
ImmutableMap.Builder<K, V> result = ImmutableMap.<K, V>builder();
map.foreach(entry -> result.put(entry._1(), entry._2()));
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -133,6 +133,8 @@ public class TestConstants {
static DataType BQ_NUMERIC = DataTypes.createDecimalType(38, 9);
static DataType BQ_BIGNUMERIC = DataTypes.createDecimalType(38, 38);
public static int BIG_NUMERIC_COLUMN_POSITION = 11;
static final String ANALYTICS_TABLE =
"bigquery-public-data.google_analytics_sample.ga_sessions_20170801";

public static StructType ALL_TYPES_TABLE_SCHEMA =
new StructType(
Expand Down
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