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Add time window and window assigner (#950)
* Add window and tumbling window assigner Signed-off-by: Chen Dai <[email protected]> * Add sliding window assigner Signed-off-by: Chen Dai <[email protected]> * Address PR comments Signed-off-by: Chen Dai <[email protected]> Signed-off-by: Chen Dai <[email protected]>
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28 changes: 28 additions & 0 deletions
28
core/src/main/java/org/opensearch/sql/planner/streaming/windowing/Window.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing; | ||
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import lombok.Data; | ||
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/** | ||
* A time window is a window of time interval with inclusive start time and exclusive end time. | ||
*/ | ||
@Data | ||
public class Window { | ||
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/** Start timestamp (inclusive) of the time window. */ | ||
private final long startTime; | ||
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/** End timestamp (exclusive) of the time window. */ | ||
private final long endTime; | ||
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/** | ||
* Return the maximum timestamp (inclusive) of the window. | ||
*/ | ||
public long maxTimestamp() { | ||
return endTime - 1; | ||
} | ||
} |
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57
...n/java/org/opensearch/sql/planner/streaming/windowing/assigner/SlidingWindowAssigner.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing.assigner; | ||
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import com.google.common.base.Preconditions; | ||
import java.util.LinkedList; | ||
import java.util.List; | ||
import org.opensearch.sql.planner.streaming.windowing.Window; | ||
import org.opensearch.sql.utils.DateTimeUtils; | ||
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/** | ||
* A sliding window assigner assigns multiple overlapped window per event timestamp. | ||
* The overlap size is determined by the given slide interval. | ||
*/ | ||
public class SlidingWindowAssigner implements WindowAssigner { | ||
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/** Window size in millisecond. */ | ||
private final long windowSize; | ||
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/** Slide size in millisecond. */ | ||
private final long slideSize; | ||
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/** | ||
* Create sliding window assigner with the given window and slide size in millisecond. | ||
* | ||
* @param windowSize window size in millisecond | ||
* @param slideSize slide size in millisecond | ||
*/ | ||
public SlidingWindowAssigner(long windowSize, long slideSize) { | ||
Preconditions.checkArgument(windowSize > 0, | ||
"Window size [%s] must be positive number", windowSize); | ||
Preconditions.checkArgument(slideSize > 0, | ||
"Slide size [%s] must be positive number", slideSize); | ||
this.windowSize = windowSize; | ||
this.slideSize = slideSize; | ||
} | ||
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@Override | ||
public List<Window> assign(long timestamp) { | ||
LinkedList<Window> windows = new LinkedList<>(); | ||
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// Assign window from the last start time to the first until timestamp outside current window | ||
long startTime = DateTimeUtils.getWindowStartTime(timestamp, slideSize); | ||
for (Window win = window(startTime); win.maxTimestamp() >= timestamp; win = window(startTime)) { | ||
windows.addFirst(win); | ||
startTime -= slideSize; | ||
} | ||
return windows; | ||
} | ||
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private Window window(long startTime) { | ||
return new Window(startTime, startTime + windowSize); | ||
} | ||
} |
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38
.../java/org/opensearch/sql/planner/streaming/windowing/assigner/TumblingWindowAssigner.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing.assigner; | ||
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import com.google.common.base.Preconditions; | ||
import java.util.Collections; | ||
import java.util.List; | ||
import org.opensearch.sql.planner.streaming.windowing.Window; | ||
import org.opensearch.sql.utils.DateTimeUtils; | ||
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/** | ||
* A tumbling window assigner assigns a single window per event timestamp without overlap. | ||
*/ | ||
public class TumblingWindowAssigner implements WindowAssigner { | ||
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/** Window size in millisecond. */ | ||
private final long windowSize; | ||
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/** | ||
* Create tumbling window assigner with the given window size. | ||
* | ||
* @param windowSize window size in millisecond | ||
*/ | ||
public TumblingWindowAssigner(long windowSize) { | ||
Preconditions.checkArgument(windowSize > 0, | ||
"Window size [%s] must be positive number", windowSize); | ||
this.windowSize = windowSize; | ||
} | ||
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@Override | ||
public List<Window> assign(long timestamp) { | ||
long startTime = DateTimeUtils.getWindowStartTime(timestamp, windowSize); | ||
return Collections.singletonList(new Window(startTime, startTime + windowSize)); | ||
} | ||
} |
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24
...src/main/java/org/opensearch/sql/planner/streaming/windowing/assigner/WindowAssigner.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing.assigner; | ||
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import java.util.List; | ||
import org.opensearch.sql.planner.streaming.windowing.Window; | ||
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/** | ||
* A window assigner assigns zero or more window to an event timestamp | ||
* based on different windowing approach. | ||
*/ | ||
public interface WindowAssigner { | ||
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/** | ||
* Return window(s) assigned to the timestamp. | ||
* @param timestamp given event timestamp | ||
* @return windows assigned | ||
*/ | ||
List<Window> assign(long timestamp); | ||
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} |
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21 changes: 21 additions & 0 deletions
21
core/src/test/java/org/opensearch/sql/planner/streaming/windowing/WindowTest.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing; | ||
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import static org.junit.jupiter.api.Assertions.assertEquals; | ||
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import org.junit.jupiter.api.Test; | ||
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class WindowTest { | ||
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@Test | ||
void test() { | ||
Window window = new Window(1000, 2000); | ||
assertEquals(1000, window.getStartTime()); | ||
assertEquals(2000, window.getEndTime()); | ||
assertEquals(1999, window.maxTimestamp()); | ||
} | ||
} |
52 changes: 52 additions & 0 deletions
52
...va/org/opensearch/sql/planner/streaming/windowing/assigner/SlidingWindowAssignerTest.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing.assigner; | ||
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import static org.junit.jupiter.api.Assertions.assertEquals; | ||
import static org.junit.jupiter.api.Assertions.assertThrows; | ||
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import java.util.List; | ||
import org.junit.jupiter.api.Test; | ||
import org.opensearch.sql.planner.streaming.windowing.Window; | ||
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class SlidingWindowAssignerTest { | ||
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@Test | ||
void testAssignWindows() { | ||
long windowSize = 1000; | ||
long slideSize = 500; | ||
SlidingWindowAssigner assigner = new SlidingWindowAssigner(windowSize, slideSize); | ||
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assertEquals( | ||
List.of( | ||
new Window(0, 1000), | ||
new Window(500, 1500)), | ||
assigner.assign(500)); | ||
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assertEquals( | ||
List.of( | ||
new Window(0, 1000), | ||
new Window(500, 1500)), | ||
assigner.assign(999)); | ||
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assertEquals( | ||
List.of( | ||
new Window(500, 1500), | ||
new Window(1000, 2000)), | ||
assigner.assign(1000)); | ||
} | ||
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@Test | ||
void testConstructWithIllegalArguments() { | ||
IllegalArgumentException error1 = assertThrows(IllegalArgumentException.class, | ||
() -> new SlidingWindowAssigner(-1, 100)); | ||
assertEquals("Window size [-1] must be positive number", error1.getMessage()); | ||
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IllegalArgumentException error2 = assertThrows(IllegalArgumentException.class, | ||
() -> new SlidingWindowAssigner(1000, 0)); | ||
assertEquals("Slide size [0] must be positive number", error2.getMessage()); | ||
} | ||
} |
39 changes: 39 additions & 0 deletions
39
...a/org/opensearch/sql/planner/streaming/windowing/assigner/TumblingWindowAssignerTest.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.planner.streaming.windowing.assigner; | ||
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import static org.junit.jupiter.api.Assertions.assertEquals; | ||
import static org.junit.jupiter.api.Assertions.assertThrows; | ||
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import java.util.Collections; | ||
import org.junit.jupiter.api.Test; | ||
import org.opensearch.sql.planner.streaming.windowing.Window; | ||
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class TumblingWindowAssignerTest { | ||
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@Test | ||
void testAssignWindow() { | ||
long windowSize = 1000; | ||
TumblingWindowAssigner assigner = new TumblingWindowAssigner(windowSize); | ||
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assertEquals( | ||
Collections.singletonList(new Window(0, 1000)), | ||
assigner.assign(500)); | ||
assertEquals( | ||
Collections.singletonList(new Window(1000, 2000)), | ||
assigner.assign(1999)); | ||
assertEquals( | ||
Collections.singletonList(new Window(2000, 3000)), | ||
assigner.assign(2000)); | ||
} | ||
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@Test | ||
void testConstructWithIllegalWindowSize() { | ||
IllegalArgumentException error = assertThrows(IllegalArgumentException.class, | ||
() -> new TumblingWindowAssigner(-1)); | ||
assertEquals("Window size [-1] must be positive number", error.getMessage()); | ||
} | ||
} |