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MSQ window functions: Minor cleanup for empty over clause related flows + Exhaustive tests (#16754) 

* MSQ window functions: Revamp logic to create separate window stages when empty over() clause is present

* Fix tests

* Revert changes of creating separate stages for empty over clause

* Address review comments
This commit is contained in:
Akshat Jain 2024-07-23 11:37:34 +05:30 committed by GitHub
parent 8b8ca0d7fc
commit c45d4fdbca
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46 changed files with 726 additions and 52 deletions
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25
extensions-core/multi-stage-query/src/main/java/org/apache/druid/msq/querykit/WindowOperatorQueryFrameProcessor.java
View File

@ -84,7 +84,6 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
private Supplier<ResultRow> rowSupplierFromFrameCursor;
private ResultRow outputRow = null;
private FrameWriter frameWriter = null;
private final boolean isOverEmpty;
public WindowOperatorQueryFrameProcessor(
WindowOperatorQuery query,
@ -95,7 +94,6 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
ObjectMapper jsonMapper,
final List<OperatorFactory> operatorFactoryList,
final RowSignature rowSignature,
final boolean isOverEmpty,
final int maxRowsMaterializedInWindow,
final List<String> partitionColumnNames
)
@ -110,7 +108,6 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
this.frameRowsAndCols = new ArrayList<>();
this.resultRowAndCols = new ArrayList<>();
this.objectsOfASingleRac = new ArrayList<>();
this.isOverEmpty = isOverEmpty;
this.maxRowsMaterialized = maxRowsMaterializedInWindow;
this.partitionColumnNames = partitionColumnNames;
}
@ -162,7 +159,7 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
*
*
* The flow would look like:
* 1. Validate if the operator has an empty OVER clause
* 1. Validate if the operator doesn't have any OVER() clause with PARTITION BY for this stage.
* 2. If 1 is true make a giant rows and columns (R&C) using concat as shown above
* Let all operators run amok on that R&C
* 3. If 1 is false
@ -187,14 +184,12 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
* We might think to reimplement them in the MSQ way so that we do not have to materialize so much data
*/
// Phase 1 of the execution
// eagerly validate presence of empty OVER() clause
if (isOverEmpty) {
// if OVER() found
// have to bring all data to a single executor for processing
// convert each frame to rac
// concat all the racs to make a giant rac
// let all operators run on the giant rac when channel is finished
if (partitionColumnNames.isEmpty()) {
// If we do not have any OVER() clause with PARTITION BY for this stage.
// Bring all data to a single executor for processing.
// Convert each frame to RAC.
// Concatenate all the racs to make a giant RAC.
// Let all operators run on the giant RAC until channel is finished.
if (inputChannel.canRead()) {
final Frame frame = inputChannel.read();
convertRowFrameToRowsAndColumns(frame);
@ -484,7 +479,7 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
/**
* Compare two rows based on the columns in partitionColumnNames.
* If the partitionColumnNames is empty or null, compare entire row.
* If the partitionColumnNames is empty, the method will end up returning true.
* <p>
* For example, say:
* <ul>
@ -501,9 +496,6 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
*/
private boolean comparePartitionKeys(ResultRow row1, ResultRow row2, List<String> partitionColumnNames)
{
if (partitionColumnNames == null || partitionColumnNames.isEmpty()) {
return row1.equals(row2);
} else {
int match = 0;
for (String columnName : partitionColumnNames) {
int i = frameReader.signature().indexOf(columnName);
@ -514,4 +506,3 @@ public class WindowOperatorQueryFrameProcessor implements FrameProcessor<Object>
return match == partitionColumnNames.size();
}
}
}

20
extensions-core/multi-stage-query/src/main/java/org/apache/druid/msq/querykit/WindowOperatorQueryFrameProcessorFactory.java
View File

@ -27,6 +27,7 @@ import com.google.common.collect.ImmutableList;
import com.google.common.collect.Iterables;
import it.unimi.dsi.fastutil.ints.Int2ObjectAVLTreeMap;
import it.unimi.dsi.fastutil.ints.Int2ObjectSortedMap;
import org.apache.druid.error.DruidException;
import org.apache.druid.frame.processor.FrameProcessor;
import org.apache.druid.frame.processor.OutputChannel;
import org.apache.druid.frame.processor.OutputChannelFactory;
@ -59,7 +60,6 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
private final WindowOperatorQuery query;
private final List<OperatorFactory> operatorList;
private final RowSignature stageRowSignature;
private final boolean isEmptyOver;
private final int maxRowsMaterializedInWindow;
private final List<String> partitionColumnNames;
@ -68,7 +68,6 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
@JsonProperty("query") WindowOperatorQuery query,
@JsonProperty("operatorList") List<OperatorFactory> operatorFactoryList,
@JsonProperty("stageRowSignature") RowSignature stageRowSignature,
@JsonProperty("emptyOver") boolean emptyOver,
@JsonProperty("maxRowsMaterializedInWindow") int maxRowsMaterializedInWindow,
@JsonProperty("partitionColumnNames") List<String> partitionColumnNames
)
@ -76,8 +75,11 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
this.query = Preconditions.checkNotNull(query, "query");
this.operatorList = Preconditions.checkNotNull(operatorFactoryList, "bad operator");
this.stageRowSignature = Preconditions.checkNotNull(stageRowSignature, "stageSignature");
this.isEmptyOver = emptyOver;
this.maxRowsMaterializedInWindow = maxRowsMaterializedInWindow;
if (partitionColumnNames == null) {
throw DruidException.defensive("List of partition column names encountered as null.");
}
this.partitionColumnNames = partitionColumnNames;
}
@ -105,12 +107,6 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
return stageRowSignature;
}
@JsonProperty("emptyOver")
public boolean isEmptyOverFound()
{
return isEmptyOver;
}
@JsonProperty("maxRowsMaterializedInWindow")
public int getMaxRowsMaterializedInWindow()
{
@ -166,7 +162,6 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
frameContext.jsonMapper(),
operatorList,
stageRowSignature,
isEmptyOver,
maxRowsMaterializedInWindow,
partitionColumnNames
);
@ -190,8 +185,7 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
return false;
}
WindowOperatorQueryFrameProcessorFactory that = (WindowOperatorQueryFrameProcessorFactory) o;
return isEmptyOver == that.isEmptyOver
&& maxRowsMaterializedInWindow == that.maxRowsMaterializedInWindow
return maxRowsMaterializedInWindow == that.maxRowsMaterializedInWindow
&& Objects.equals(query, that.query)
&& Objects.equals(operatorList, that.operatorList)
&& Objects.equals(partitionColumnNames, that.partitionColumnNames)
@ -201,6 +195,6 @@ public class WindowOperatorQueryFrameProcessorFactory extends BaseFrameProcessor
@Override
public int hashCode()
{
return Objects.hash(query, operatorList, partitionColumnNames, stageRowSignature, isEmptyOver, maxRowsMaterializedInWindow);
return Objects.hash(query, operatorList, partitionColumnNames, stageRowSignature, maxRowsMaterializedInWindow);
}
}

46
extensions-core/multi-stage-query/src/main/java/org/apache/druid/msq/querykit/WindowOperatorQueryKit.java
View File

@ -46,6 +46,7 @@ import org.apache.druid.segment.column.ColumnType;
import org.apache.druid.segment.column.RowSignature;
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
@ -124,8 +125,11 @@ public class WindowOperatorQueryKit implements QueryKit<WindowOperatorQuery>
}
if (isEmptyOverPresent) {
// empty over clause found
// moving everything to a single partition
// Move everything to a single partition since we have to load all the data on a single worker anyway to compute empty over() clause.
log.info(
"Empty over clause is present in the query. Creating a single stage with all operator factories [%s].",
queryToRun.getOperators()
);
queryDefBuilder.add(
StageDefinition.builder(firstStageNumber)
.inputs(new StageInputSpec(firstStageNumber - 1))
@ -136,9 +140,8 @@ public class WindowOperatorQueryKit implements QueryKit<WindowOperatorQuery>
queryToRun,
queryToRun.getOperators(),
rowSignature,
true,
maxRowsMaterialized,
new ArrayList<>()
Collections.emptyList()
))
);
} else {
@ -237,7 +240,6 @@ public class WindowOperatorQueryKit implements QueryKit<WindowOperatorQuery>
queryToRun,
operatorList.get(i),
stageRowSignature,
false,
maxRowsMaterialized,
partitionColumnNames
))
@ -257,20 +259,34 @@ public class WindowOperatorQueryKit implements QueryKit<WindowOperatorQuery>
{
List<List<OperatorFactory>> operatorList = new ArrayList<>();
final List<OperatorFactory> operators = originalQuery.getOperators();
List<OperatorFactory> operatorFactoryList = new ArrayList<>();
for (OperatorFactory of : operators) {
operatorFactoryList.add(of);
List<OperatorFactory> currentStage = new ArrayList<>();
for (int i = 0; i < operators.size(); i++) {
OperatorFactory of = operators.get(i);
currentStage.add(of);
if (of instanceof WindowOperatorFactory) {
operatorList.add(operatorFactoryList);
operatorFactoryList = new ArrayList<>();
} else if (of instanceof NaivePartitioningOperatorFactory) {
if (((NaivePartitioningOperatorFactory) of).getPartitionColumns().isEmpty()) {
operatorList.clear();
operatorList.add(originalQuery.getOperators());
return operatorList;
// Process consecutive window operators
while (i + 1 < operators.size() && operators.get(i + 1) instanceof WindowOperatorFactory) {
i++;
currentStage.add(operators.get(i));
}
// Finalize the current stage
operatorList.add(new ArrayList<>(currentStage));
currentStage.clear();
}
}
// There shouldn't be any operators left in currentStage. The last operator should always be WindowOperatorFactory.
if (!currentStage.isEmpty()) {
throw new ISE(
"Found unexpected operators [%s] present in the list of operators [%s].",
currentStage,
operators
);
}
return operatorList;
}

2
extensions-core/multi-stage-query/src/test/java/org/apache/druid/msq/querykit/WindowOperatorQueryFrameProcessorFactoryTest.java
View File

@ -28,7 +28,7 @@ public class WindowOperatorQueryFrameProcessorFactoryTest
public void testEqualsAndHashcode()
{
EqualsVerifier.forClass(WindowOperatorQueryFrameProcessorFactory.class)
.withNonnullFields("query", "operatorList", "stageRowSignature", "isEmptyOver", "maxRowsMaterializedInWindow", "partitionColumnNames")
.withNonnullFields("query", "operatorList", "stageRowSignature", "maxRowsMaterializedInWindow", "partitionColumnNames")
.usingGetClass()
.verify();
}

5
sql/src/test/java/org/apache/druid/sql/calcite/BaseCalciteQueryTest.java
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@ -1211,6 +1211,11 @@ public class BaseCalciteQueryTest extends CalciteTestBase
skipVectorize = true;
}
protected void sqlNativeIncompatible()
{
assumeTrue(testBuilder().config.isRunningMSQ(), "test case is not SQL native compatible");
}
protected void msqIncompatible()
{
assumeFalse(testBuilder().config.isRunningMSQ(), "test case is not MSQ compatible");

143
sql/src/test/java/org/apache/druid/sql/calcite/DrillWindowQueryTest.java
View File

@ -7607,4 +7607,147 @@ public class DrillWindowQueryTest extends BaseCalciteQueryTest
{
windowQueryTest();
}
@DrillTest("druid_queries/empty_over_clause/single_empty_over_1")
@Test
public void test_empty_over_single_empty_over_1()
{
windowQueryTest();
}
@DrillTest("druid_queries/empty_over_clause/single_empty_over_2")
@Test
public void test_empty_over_single_empty_over_2()
{
windowQueryTest();
}
@DrillTest("druid_queries/empty_over_clause/multiple_empty_over_1")
@Test
public void test_empty_over_multiple_empty_over_1()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/single_over_1")
@Test
public void test_over_clause_with_only_sorting_single_over_1()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/single_over_2")
@Test
public void test_over_clause_with_only_sorting_single_over_2()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/single_over_multiple_sort_columns")
@Test
public void test_over_clause_with_only_sorting_single_over_multiple_sort_columns()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/multiple_over_same_sort_column")
@Test
public void test_over_clause_with_only_sorting_multiple_over_same_sort_column()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/multiple_over_different_sort_column")
@Test
public void test_over_clause_with_only_sorting_multiple_over_different_sort_column()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/multiple_over_multiple_sort_columns_1")
@Test
public void test_over_clause_with_only_sorting_multiple_over_multiple_sort_columns_1()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_sorting/multiple_over_multiple_sort_columns_2")
@Test
public void test_over_clause_with_only_sorting_multiple_over_multiple_sort_columns_2()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/single_over_1")
@Test
public void test_over_clause_with_only_partitioning_single_over_1()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/single_over_2")
@Test
public void test_over_clause_with_only_partitioning_single_over_2()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/single_over_multiple_partition_columns")
@Test
public void test_over_clause_with_only_partitioning_single_over_multiple_partition_columns()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/multiple_over_same_partition_column")
@Test
public void test_over_clause_with_only_partitioning_multiple_over_same_partition_column()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/multiple_over_different_partition_column")
@Test
public void test_over_clause_with_only_partitioning_multiple_over_different_partition_column()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/multiple_over_multiple_partition_columns_1")
@Test
public void test_over_clause_with_only_partitioning_multiple_over_multiple_partition_columns_1()
{
windowQueryTest();
}
@DrillTest("druid_queries/over_clause_only_partitioning/multiple_over_multiple_partition_columns_2")
@Test
public void test_over_clause_with_only_partitioning_multiple_over_multiple_partition_columns_2()
{
windowQueryTest();
}
// This test gives the following error on sql-native engine:
// Column[w0] of type[class org.apache.druid.query.rowsandcols.column.ColumnAccessorBasedColumn] cannot be sorted.
@DrillTest("druid_queries/empty_and_non_empty_over/wikipedia_query_1")
@Test
public void test_empty_and_non_empty_over_wikipedia_query_1()
{
sqlNativeIncompatible();
windowQueryTest();
}
@DrillTest("druid_queries/empty_and_non_empty_over/wikipedia_query_2")
@Test
public void test_empty_and_non_empty_over_wikipedia_query_2()
{
windowQueryTest();
}
@DrillTest("druid_queries/empty_and_non_empty_over/wikipedia_query_3")
@Test
public void test_empty_and_non_empty_over_wikipedia_query_3()
{
windowQueryTest();
}
}

14
sql/src/test/resources/drill/window/queries/druid_queries/empty_and_non_empty_over/wikipedia_query_1.e Normal file
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@ -0,0 +1,14 @@
Austria null #de.wikipedia 0 1 1 1
Austria null #de.wikipedia 14 2 2 2
Austria null #de.wikipedia 94 3 3 3
Austria null #de.wikipedia 272 4 4 4
Austria null #de.wikipedia 4685 5 5 5
Austria null #de.wikipedia 6979 6 6 6
Guatemala null #es.wikipedia 0 12 1 1
Guatemala El Salvador #es.wikipedia 1 13 1 1
Guatemala Guatemala City #es.wikipedia 173 14 1 1
Austria Horsching #de.wikipedia 0 7 1 1
Austria Vienna #de.wikipedia 0 8 1 1
Austria Vienna #de.wikipedia 72 9 2 2
Austria Vienna #es.wikipedia 0 10 3 1
Austria Vienna #tr.wikipedia 93 11 4 1

8
sql/src/test/resources/drill/window/queries/druid_queries/empty_and_non_empty_over/wikipedia_query_1.q Normal file
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@ -0,0 +1,8 @@
select
countryName, cityName, channel, added,
row_number() over () as c1,
row_number() over (PARTITION BY countryName, cityName) as c2,
row_number() over (PARTITION BY cityName, channel ORDER BY channel) as c3
from wikipedia
where countryName in ('Guatemala', 'Austria')
group by countryName, cityName, channel, added

14
sql/src/test/resources/drill/window/queries/druid_queries/empty_and_non_empty_over/wikipedia_query_2.e Normal file
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@ -0,0 +1,14 @@
Austria null #de.wikipedia 1 null null
Guatemala null #es.wikipedia 10 null null
Austria null #de.wikipedia 2 null null
Austria null #de.wikipedia 3 null null
Austria null #de.wikipedia 4 null null
Austria null #de.wikipedia 5 null null
Austria null #de.wikipedia 6 null null
Guatemala El Salvador #es.wikipedia 11 null null
Guatemala Guatemala City #es.wikipedia 12 null null
Austria Horsching #de.wikipedia 7 null null
Austria Vienna #de.wikipedia 8 null Vienna
Austria Vienna #es.wikipedia 13 Vienna null
Austria Vienna #de.wikipedia 9 Vienna null
Austria Vienna #tr.wikipedia 14 Vienna null

8
sql/src/test/resources/drill/window/queries/druid_queries/empty_and_non_empty_over/wikipedia_query_2.q Normal file
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@ -0,0 +1,8 @@
select
countryName, cityName, channel,
row_number() over () as c1,
lag(cityName) over (PARTITION BY countryName, cityName) as c2,
lead(cityName) over (PARTITION BY cityName, added) as c3
from wikipedia
where countryName in ('Guatemala', 'Austria')
group by countryName, cityName, channel, added

16
sql/src/test/resources/drill/window/queries/druid_queries/empty_and_non_empty_over/wikipedia_query_3.e Normal file
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@ -0,0 +1,16 @@
Republic of Korea Seoul 0 0 16 4 2 null 1 2 0 0 1 2 13 null 12 3 1 2 13
Republic of Korea Seoul 2 4 16 5 3 0 2 3 1 1 2 3 13 Austria 11 3 2 2 12
Republic of Korea Seoul 4 4 16 6 4 2 3 4 2 2 2 3 12 Republic of Korea 10 3 3 2 11
Republic of Korea Seoul 5 5 16 7 5 4 4 5 3 3 2 3 11 Republic of Korea 9 3 4 2 10
Republic of Korea Seoul 6 6 16 8 6 5 5 6 4 3 2 3 10 Republic of Korea 8 3 5 2 9
Republic of Korea Seoul 12 12 16 9 7 6 6 7 5 3 2 3 9 Republic of Korea 7 3 6 2 8
Republic of Korea Seoul 15 15 16 10 8 12 7 8 6 3 2 3 8 Republic of Korea 6 3 7 2 7
Republic of Korea Seoul 19 19 16 11 9 15 8 9 7 3 2 3 7 Republic of Korea 5 3 8 2 6
Republic of Korea Seoul 22 22 16 12 10 19 9 10 8 3 2 3 6 Republic of Korea 4 3 9 2 5
Republic of Korea Seoul 24 24 16 13 11 22 10 11 9 3 2 3 5 Republic of Korea 3 3 10 2 4
Republic of Korea Seoul 243 243 16 14 14 24 11 12 10 3 2 3 4 Austria 2 2 11 2 3
Republic of Korea Seoul 663 663 16 15 15 243 12 13 11 3 2 3 3 Republic of Korea 1 1 12 2 2
Republic of Korea Seoul 1036 1036 16 16 16 663 13 13 12 3 2 2 2 Republic of Korea 0 0 13 1 1
Austria Vienna 0 0 16 1 1 1036 1 2 0 0 1 2 3 Republic of Korea 2 2 1 2 3
Austria Vienna 72 72 16 2 12 0 2 3 1 1 2 3 3 Republic of Korea 1 1 2 2 2
Austria Vienna 93 93 16 3 13 72 3 3 2 2 2 2 2 Austria 0 0 3 1 1

23
sql/src/test/resources/drill/window/queries/druid_queries/empty_and_non_empty_over/wikipedia_query_3.q Normal file
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@ -0,0 +1,23 @@
select
countryName, cityName, added,
sum(added),
count(added) over () e1,
ROW_NUMBER() over () e2,
ROW_NUMBER() over (order by added) e3,
lag(added) over (order by cityName, countryName) e4,
count(*) over (partition by cityName order by countryName rows between unbounded preceding and current row) c2,
count(*) over (partition by cityName order by countryName rows between unbounded preceding and 1 following) c3,
count(*) over (partition by cityName order by countryName rows between unbounded preceding and 1 preceding) c4,
count(*) over (partition by cityName order by countryName rows between 3 preceding and 1 preceding) c5,
count(*) over (partition by cityName order by countryName rows between 1 preceding and current row) c5,
count(*) over (partition by cityName order by countryName rows between 1 preceding and 1 FOLLOWING) c7,
count(*) over (partition by cityName order by countryName rows between 1 preceding and unbounded FOLLOWING) c5,
lag(countryName) over (order by added) e5,
count(*) over (partition by cityName order by countryName rows between 1 FOLLOWING and unbounded FOLLOWING) c5,
count(*) over (partition by cityName order by countryName rows between 1 FOLLOWING and 3 FOLLOWING) c10,
ROW_NUMBER() over (partition by cityName order by added) e6,
count(*) over (partition by cityName order by countryName rows between current row and 1 following) c11,
count(*) over (partition by cityName order by countryName rows between current row and unbounded following) c12
from wikipedia
where cityName in ('Vienna', 'Seoul')
group by countryName, cityName, added

13
sql/src/test/resources/drill/window/queries/druid_queries/empty_over_clause/multiple_empty_over_1.e Normal file
View File

@ -0,0 +1,13 @@
Austria 1 null
Austria 2 Austria
Austria 3 Austria
Republic of Korea 4 Austria
Austria 5 Republic of Korea
Republic of Korea 6 Austria
Republic of Korea 7 Republic of Korea
Republic of Korea 8 Republic of Korea
Republic of Korea 9 Republic of Korea
Republic of Korea 10 Republic of Korea
Republic of Korea 11 Republic of Korea
Republic of Korea 12 Republic of Korea
Austria 13 Republic of Korea

7
sql/src/test/resources/drill/window/queries/druid_queries/empty_over_clause/multiple_empty_over_1.q Normal file
View File

@ -0,0 +1,7 @@
select
countryName,
row_number() over () as c1,
lag(countryName) over () as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/empty_over_clause/single_empty_over_1.e Normal file
View File

@ -0,0 +1,13 @@
Austria 1
Austria 2
Austria 3
Republic of Korea 4
Austria 5
Republic of Korea 6
Republic of Korea 7
Republic of Korea 8
Republic of Korea 9
Republic of Korea 10
Republic of Korea 11
Republic of Korea 12
Austria 13

4
sql/src/test/resources/drill/window/queries/druid_queries/empty_over_clause/single_empty_over_1.q Normal file
View File

@ -0,0 +1,4 @@
select countryName, row_number() over () as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/empty_over_clause/single_empty_over_2.e Normal file
View File

@ -0,0 +1,13 @@
Austria null
Austria Austria
Austria Austria
Republic of Korea Austria
Austria Republic of Korea
Republic of Korea Austria
Republic of Korea Republic of Korea
Republic of Korea Republic of Korea
Republic of Korea Republic of Korea
Republic of Korea Republic of Korea
Republic of Korea Republic of Korea
Republic of Korea Republic of Korea
Austria Republic of Korea

4
sql/src/test/resources/drill/window/queries/druid_queries/empty_over_clause/single_empty_over_2.q Normal file
View File

@ -0,0 +1,4 @@
select countryName, lag(countryName) over () as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_different_partition_column.e Normal file
View File

@ -0,0 +1,13 @@
Austria null #de.wikipedia 1 null
Austria Horsching #de.wikipedia 2 null
Austria Vienna #de.wikipedia 3 Horsching
Austria Vienna #es.wikipedia 1 Vienna
Austria Vienna #tr.wikipedia 1 Vienna
Republic of Korea null #en.wikipedia 1 null
Republic of Korea null #ja.wikipedia 1 null
Republic of Korea null #ko.wikipedia 1 null
Republic of Korea Jeonju #ko.wikipedia 2 null
Republic of Korea Seongnam-si #ko.wikipedia 3 Jeonju
Republic of Korea Seoul #ko.wikipedia 4 Seongnam-si
Republic of Korea Suwon-si #ko.wikipedia 5 Seoul
Republic of Korea Yongsan-dong #ko.wikipedia 6 Suwon-si

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_different_partition_column.q Normal file
View File

@ -0,0 +1,7 @@
select
countryName, cityName, channel,
row_number() over (PARTITION BY channel) as c1,
lag(cityName) over (PARTITION BY countryName) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

9
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_multiple_partition_columns_1.e Normal file
View File

@ -0,0 +1,9 @@
Austria null 1 null
Austria Horsching 1 null
Austria Vienna 1 null
Republic of Korea null 1 null
Republic of Korea Jeonju 1 null
Republic of Korea Seongnam-si 1 null
Republic of Korea Seoul 1 null
Republic of Korea Suwon-si 1 null
Republic of Korea Yongsan-dong 1 null

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_multiple_partition_columns_1.q Normal file
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@ -0,0 +1,7 @@
select
countryName, cityName,
row_number() over (PARTITION BY countryName, cityName) as c1,
lag(cityName) over (PARTITION BY cityName, countryName) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName

74
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_multiple_partition_columns_2.e Normal file
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@ -0,0 +1,74 @@
Austria null #de.wikipedia 0 1 null
Austria Horsching #de.wikipedia 0 1 null
Austria Vienna #de.wikipedia 0 1 Horsching
Austria null #de.wikipedia 14 2 null
Austria Vienna #de.wikipedia 72 2 null
Austria null #de.wikipedia 94 3 null
Austria null #de.wikipedia 272 4 null
Austria null #de.wikipedia 4685 5 null
Austria null #de.wikipedia 6979 6 null
Republic of Korea null #en.wikipedia 0 1 null
Republic of Korea null #en.wikipedia 5 2 null
Republic of Korea null #en.wikipedia 75 3 null
Austria Vienna #es.wikipedia 0 3 null
Republic of Korea null #ja.wikipedia 0 4 null
Republic of Korea null #ja.wikipedia 43 5 null
Republic of Korea null #ja.wikipedia 46 6 null
Republic of Korea null #ja.wikipedia 356 7 null
Republic of Korea null #ko.wikipedia 0 8 null
Republic of Korea Seoul #ko.wikipedia 0 1 null
Republic of Korea Yongsan-dong #ko.wikipedia 0 1 Seoul
Republic of Korea null #ko.wikipedia 1 9 null
Republic of Korea Jeonju #ko.wikipedia 1 1 null
Republic of Korea null #ko.wikipedia 2 10 null
Republic of Korea Seoul #ko.wikipedia 2 2 null
Republic of Korea null #ko.wikipedia 3 11 null
Republic of Korea null #ko.wikipedia 4 12 null
Republic of Korea Seoul #ko.wikipedia 4 3 null
Republic of Korea Seoul #ko.wikipedia 5 4 null
Republic of Korea Seoul #ko.wikipedia 6 5 null
Republic of Korea null #ko.wikipedia 8 13 null
Republic of Korea null #ko.wikipedia 11 14 null
Republic of Korea Seoul #ko.wikipedia 12 6 null
Republic of Korea null #ko.wikipedia 13 15 null
Republic of Korea null #ko.wikipedia 14 16 null
Republic of Korea Seoul #ko.wikipedia 15 7 null
Republic of Korea null #ko.wikipedia 19 17 null
Republic of Korea Seoul #ko.wikipedia 19 8 null
Republic of Korea null #ko.wikipedia 22 18 null
Republic of Korea Seoul #ko.wikipedia 22 9 null
Republic of Korea null #ko.wikipedia 23 19 null
Republic of Korea null #ko.wikipedia 24 20 null
Republic of Korea Seoul #ko.wikipedia 24 10 null
Republic of Korea null #ko.wikipedia 26 21 null
Republic of Korea null #ko.wikipedia 29 22 null
Republic of Korea null #ko.wikipedia 30 23 null
Republic of Korea null #ko.wikipedia 34 24 null
Republic of Korea Suwon-si #ko.wikipedia 40 1 null
Republic of Korea null #ko.wikipedia 41 25 null
Republic of Korea null #ko.wikipedia 42 26 null
Republic of Korea null #ko.wikipedia 51 27 null
Republic of Korea null #ko.wikipedia 52 28 null
Republic of Korea null #ko.wikipedia 56 29 null
Republic of Korea null #ko.wikipedia 59 30 null
Republic of Korea null #ko.wikipedia 62 31 null
Republic of Korea null #ko.wikipedia 65 32 null
Republic of Korea null #ko.wikipedia 73 33 null
Republic of Korea null #ko.wikipedia 159 34 null
Republic of Korea Seoul #ko.wikipedia 243 11 null
Republic of Korea Seongnam-si #ko.wikipedia 254 1 null
Republic of Korea null #ko.wikipedia 357 35 null
Republic of Korea null #ko.wikipedia 390 36 null
Republic of Korea null #ko.wikipedia 400 37 null
Republic of Korea null #ko.wikipedia 495 38 null
Republic of Korea null #ko.wikipedia 524 39 null
Republic of Korea null #ko.wikipedia 566 40 null
Republic of Korea Seoul #ko.wikipedia 663 12 null
Republic of Korea null #ko.wikipedia 757 41 null
Republic of Korea null #ko.wikipedia 827 42 null
Republic of Korea null #ko.wikipedia 832 43 null
Republic of Korea null #ko.wikipedia 1006 44 null
Republic of Korea Seoul #ko.wikipedia 1036 13 null
Republic of Korea null #ko.wikipedia 2539 45 null
Republic of Korea Suwon-si #ko.wikipedia 3234 2 null
Austria Vienna #tr.wikipedia 93 4 null

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_multiple_partition_columns_2.q Normal file
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@ -0,0 +1,7 @@
select
countryName, cityName, channel, added,
row_number() over (PARTITION BY countryName, cityName) as c1,
lag(cityName) over (PARTITION BY channel, added) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel, added

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_same_partition_column.e Normal file
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@ -0,0 +1,13 @@
Austria null #de.wikipedia 1 null
Austria Horsching #de.wikipedia 2 null
Austria Vienna #de.wikipedia 3 Horsching
Republic of Korea null #en.wikipedia 1 null
Austria Vienna #es.wikipedia 1 null
Republic of Korea null #ja.wikipedia 1 null
Republic of Korea null #ko.wikipedia 1 null
Republic of Korea Jeonju #ko.wikipedia 2 null
Republic of Korea Seongnam-si #ko.wikipedia 3 Jeonju
Republic of Korea Seoul #ko.wikipedia 4 Seongnam-si
Republic of Korea Suwon-si #ko.wikipedia 5 Seoul
Republic of Korea Yongsan-dong #ko.wikipedia 6 Suwon-si
Austria Vienna #tr.wikipedia 1 null

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/multiple_over_same_partition_column.q Normal file
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@ -0,0 +1,7 @@
select
countryName, cityName, channel,
row_number() over (PARTITION BY channel) as c1,
lag(cityName) over (PARTITION BY channel) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/single_over_1.e Normal file
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@ -0,0 +1,13 @@
Austria null 1
Republic of Korea null 2
Republic of Korea null 3
Republic of Korea null 4
Austria Horsching 1
Republic of Korea Jeonju 1
Republic of Korea Seongnam-si 1
Republic of Korea Seoul 1
Republic of Korea Suwon-si 1
Austria Vienna 1
Austria Vienna 2
Austria Vienna 3
Republic of Korea Yongsan-dong 1

6
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/single_over_1.q Normal file
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@ -0,0 +1,6 @@
select
countryName, cityName,
row_number() over (PARTITION BY cityName) as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/single_over_2.e Normal file
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@ -0,0 +1,13 @@
Austria null null
Republic of Korea null null
Republic of Korea null null
Republic of Korea null null
Austria Horsching null
Republic of Korea Jeonju null
Republic of Korea Seongnam-si null
Republic of Korea Seoul null
Republic of Korea Suwon-si null
Austria Vienna null
Austria Vienna Vienna
Austria Vienna Vienna
Republic of Korea Yongsan-dong null

6
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/single_over_2.q Normal file
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@ -0,0 +1,6 @@
select
countryName, cityName,
lag(cityName) over (PARTITION BY cityName) as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/single_over_multiple_partition_columns.e Normal file
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@ -0,0 +1,13 @@
Austria null #de.wikipedia null
Austria Horsching #de.wikipedia null
Austria Vienna #de.wikipedia Horsching
Austria Vienna #es.wikipedia null
Austria Vienna #tr.wikipedia null
Republic of Korea null #en.wikipedia null
Republic of Korea null #ja.wikipedia null
Republic of Korea null #ko.wikipedia null
Republic of Korea Jeonju #ko.wikipedia null
Republic of Korea Seongnam-si #ko.wikipedia Jeonju
Republic of Korea Seoul #ko.wikipedia Seongnam-si
Republic of Korea Suwon-si #ko.wikipedia Seoul
Republic of Korea Yongsan-dong #ko.wikipedia Suwon-si

6
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_partitioning/single_over_multiple_partition_columns.q Normal file
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@ -0,0 +1,6 @@
select
countryName, cityName, channel,
lag(cityName) over (PARTITION BY channel, countryName) as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_different_sort_column.e Normal file
View File

@ -0,0 +1,13 @@
Austria null #de.wikipedia 1 null
Austria Horsching #de.wikipedia 2 null
Austria Vienna #de.wikipedia 3 Horsching
Austria Vienna #es.wikipedia 5 Vienna
Austria Vienna #tr.wikipedia 13 Vienna
Republic of Korea null #en.wikipedia 4 Vienna
Republic of Korea null #ja.wikipedia 6 null
Republic of Korea null #ko.wikipedia 7 null
Republic of Korea Jeonju #ko.wikipedia 8 null
Republic of Korea Seongnam-si #ko.wikipedia 9 Jeonju
Republic of Korea Seoul #ko.wikipedia 10 Seongnam-si
Republic of Korea Suwon-si #ko.wikipedia 11 Seoul
Republic of Korea Yongsan-dong #ko.wikipedia 12 Suwon-si

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_different_sort_column.q Normal file
View File

@ -0,0 +1,7 @@
select
countryName, cityName, channel,
row_number() over (order by channel) as c1,
lag(cityName) over (order by countryName) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

9
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_multiple_sort_columns_1.e Normal file
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@ -0,0 +1,9 @@
Austria null 1 null
Republic of Korea null 4 null
Austria Horsching 2 null
Republic of Korea Jeonju 5 Horsching
Republic of Korea Seongnam-si 6 Jeonju
Republic of Korea Seoul 7 Seongnam-si
Republic of Korea Suwon-si 8 Seoul
Austria Vienna 3 Suwon-si
Republic of Korea Yongsan-dong 9 Vienna

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_multiple_sort_columns_1.q Normal file
View File

@ -0,0 +1,7 @@
select
countryName, cityName,
row_number() over (order by countryName, cityName) as c1,
lag(cityName) over (order by cityName, countryName) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName

74
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_multiple_sort_columns_2.e Normal file
View File

@ -0,0 +1,74 @@
Austria null #de.wikipedia 0 1 null
Austria Horsching #de.wikipedia 0 7 null
Austria Vienna #de.wikipedia 0 8 Horsching
Austria null #de.wikipedia 14 2 Vienna
Austria Vienna #de.wikipedia 72 9 null
Austria null #de.wikipedia 94 3 Vienna
Austria null #de.wikipedia 272 4 null
Austria null #de.wikipedia 4685 5 null
Austria null #de.wikipedia 6979 6 null
Republic of Korea null #en.wikipedia 0 12 null
Republic of Korea null #en.wikipedia 5 13 null
Republic of Korea null #en.wikipedia 75 14 null
Austria Vienna #es.wikipedia 0 10 null
Republic of Korea null #ja.wikipedia 0 15 Vienna
Republic of Korea null #ja.wikipedia 43 16 null
Republic of Korea null #ja.wikipedia 46 17 null
Republic of Korea null #ja.wikipedia 356 18 null
Republic of Korea null #ko.wikipedia 0 19 null
Republic of Korea Seoul #ko.wikipedia 0 59 null
Republic of Korea Yongsan-dong #ko.wikipedia 0 74 Seoul
Republic of Korea null #ko.wikipedia 1 20 Yongsan-dong
Republic of Korea Jeonju #ko.wikipedia 1 57 null
Republic of Korea null #ko.wikipedia 2 21 Jeonju
Republic of Korea Seoul #ko.wikipedia 2 60 null
Republic of Korea null #ko.wikipedia 3 22 Seoul
Republic of Korea null #ko.wikipedia 4 23 null
Republic of Korea Seoul #ko.wikipedia 4 61 null
Republic of Korea Seoul #ko.wikipedia 5 62 Seoul
Republic of Korea Seoul #ko.wikipedia 6 63 Seoul
Republic of Korea null #ko.wikipedia 8 24 Seoul
Republic of Korea null #ko.wikipedia 11 25 null
Republic of Korea Seoul #ko.wikipedia 12 64 null
Republic of Korea null #ko.wikipedia 13 26 Seoul
Republic of Korea null #ko.wikipedia 14 27 null
Republic of Korea Seoul #ko.wikipedia 15 65 null
Republic of Korea null #ko.wikipedia 19 28 Seoul
Republic of Korea Seoul #ko.wikipedia 19 66 null
Republic of Korea null #ko.wikipedia 22 29 Seoul
Republic of Korea Seoul #ko.wikipedia 22 67 null
Republic of Korea null #ko.wikipedia 23 30 Seoul
Republic of Korea null #ko.wikipedia 24 31 null
Republic of Korea Seoul #ko.wikipedia 24 68 null
Republic of Korea null #ko.wikipedia 26 32 Seoul
Republic of Korea null #ko.wikipedia 29 33 null
Republic of Korea null #ko.wikipedia 30 34 null
Republic of Korea null #ko.wikipedia 34 35 null
Republic of Korea Suwon-si #ko.wikipedia 40 72 null
Republic of Korea null #ko.wikipedia 41 36 Suwon-si
Republic of Korea null #ko.wikipedia 42 37 null
Republic of Korea null #ko.wikipedia 51 38 null
Republic of Korea null #ko.wikipedia 52 39 null
Republic of Korea null #ko.wikipedia 56 40 null
Republic of Korea null #ko.wikipedia 59 41 null
Republic of Korea null #ko.wikipedia 62 42 null
Republic of Korea null #ko.wikipedia 65 43 null
Republic of Korea null #ko.wikipedia 73 44 null
Republic of Korea null #ko.wikipedia 159 45 null
Republic of Korea Seoul #ko.wikipedia 243 69 null
Republic of Korea Seongnam-si #ko.wikipedia 254 58 Seoul
Republic of Korea null #ko.wikipedia 357 46 Seongnam-si
Republic of Korea null #ko.wikipedia 390 47 null
Republic of Korea null #ko.wikipedia 400 48 null
Republic of Korea null #ko.wikipedia 495 49 null
Republic of Korea null #ko.wikipedia 524 50 null
Republic of Korea null #ko.wikipedia 566 51 null
Republic of Korea Seoul #ko.wikipedia 663 70 null
Republic of Korea null #ko.wikipedia 757 52 Seoul
Republic of Korea null #ko.wikipedia 827 53 null
Republic of Korea null #ko.wikipedia 832 54 null
Republic of Korea null #ko.wikipedia 1006 55 null
Republic of Korea Seoul #ko.wikipedia 1036 71 null
Republic of Korea null #ko.wikipedia 2539 56 Seoul
Republic of Korea Suwon-si #ko.wikipedia 3234 73 null
Austria Vienna #tr.wikipedia 93 11 Suwon-si

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_multiple_sort_columns_2.q Normal file
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@ -0,0 +1,7 @@
select
countryName, cityName, channel, added,
row_number() over (order by countryName, cityName) as c1,
lag(cityName) over (order by channel, added) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel, added

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_same_sort_column.e Normal file
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@ -0,0 +1,13 @@
Austria null #de.wikipedia 1 null
Austria Horsching #de.wikipedia 2 null
Austria Vienna #de.wikipedia 3 Horsching
Republic of Korea null #en.wikipedia 4 Vienna
Austria Vienna #es.wikipedia 5 null
Republic of Korea null #ja.wikipedia 6 Vienna
Republic of Korea null #ko.wikipedia 7 null
Republic of Korea Jeonju #ko.wikipedia 8 null
Republic of Korea Seongnam-si #ko.wikipedia 9 Jeonju
Republic of Korea Seoul #ko.wikipedia 10 Seongnam-si
Republic of Korea Suwon-si #ko.wikipedia 11 Seoul
Republic of Korea Yongsan-dong #ko.wikipedia 12 Suwon-si
Austria Vienna #tr.wikipedia 13 Yongsan-dong

7
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/multiple_over_same_sort_column.q Normal file
View File

@ -0,0 +1,7 @@
select
countryName, cityName, channel,
row_number() over (order by channel) as c1,
lag(cityName) over (order by channel) as c2
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/single_over_1.e Normal file
View File

@ -0,0 +1,13 @@
Austria null 1
Republic of Korea null 2
Republic of Korea null 3
Republic of Korea null 4
Austria Horsching 5
Republic of Korea Jeonju 6
Republic of Korea Seongnam-si 7
Republic of Korea Seoul 8
Republic of Korea Suwon-si 9
Austria Vienna 10
Austria Vienna 11
Austria Vienna 12
Republic of Korea Yongsan-dong 13

6
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/single_over_1.q Normal file
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@ -0,0 +1,6 @@
select
countryName, cityName,
row_number() over (order by cityName) as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/single_over_2.e Normal file
View File

@ -0,0 +1,13 @@
Austria null null
Republic of Korea null null
Republic of Korea null null
Republic of Korea null null
Austria Horsching null
Republic of Korea Jeonju Horsching
Republic of Korea Seongnam-si Jeonju
Republic of Korea Seoul Seongnam-si
Republic of Korea Suwon-si Seoul
Austria Vienna Suwon-si
Austria Vienna Vienna
Austria Vienna Vienna
Republic of Korea Yongsan-dong Vienna

6
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/single_over_2.q Normal file
View File

@ -0,0 +1,6 @@
select
countryName, cityName,
lag(cityName) over (order by cityName) as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel

13
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/single_over_multiple_sort_columns.e Normal file
View File

@ -0,0 +1,13 @@
Austria null #de.wikipedia null
Austria Horsching #de.wikipedia null
Austria Vienna #de.wikipedia Horsching
Republic of Korea null #en.wikipedia Vienna
Austria Vienna #es.wikipedia null
Republic of Korea null #ja.wikipedia Vienna
Republic of Korea null #ko.wikipedia null
Republic of Korea Jeonju #ko.wikipedia null
Republic of Korea Seongnam-si #ko.wikipedia Jeonju
Republic of Korea Seoul #ko.wikipedia Seongnam-si
Republic of Korea Suwon-si #ko.wikipedia Seoul
Republic of Korea Yongsan-dong #ko.wikipedia Suwon-si
Austria Vienna #tr.wikipedia Yongsan-dong

6
sql/src/test/resources/drill/window/queries/druid_queries/over_clause_only_sorting/single_over_multiple_sort_columns.q Normal file
View File

@ -0,0 +1,6 @@
select
countryName, cityName, channel,
lag(cityName) over (order by channel, countryName) as c1
from wikipedia
where countryName in ('Austria', 'Republic of Korea')
group by countryName, cityName, channel