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[AINode] More strict concurrent inference IT #16898

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Merged
CRZbulabula merged 3 commits into from
Dec 12, 2025
Merged

[AINode] More strict concurrent inference IT #16898

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e63a1b0
finish
CRZbulabula Dec 11, 2025
a5cedea
Update AINodeTestUtils.java
CRZbulabula Dec 12, 2025
e03eee1
Update inference_request_pool.py
CRZbulabula Dec 12, 2025
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2 changes: 1 addition & 1 deletion integration-test/src/test/java/org/apache/iotdb/ainode/it/AINodeConcurrentForecastIT.java
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Original file line number Diff line number Diff line change
Expand Up @@ -49,7 +49,7 @@ public class AINodeConcurrentForecastIT {
private static final Logger LOGGER = LoggerFactory.getLogger(AINodeConcurrentForecastIT.class);

private static final String FORECAST_TABLE_FUNCTION_SQL_TEMPLATE =
"SELECT * FROM FORECAST(model_id=>'%s', input=>(SELECT time,s FROM root.AI) ORDER BY time, forecast_length=>%d)";
"SELECT * FROM FORECAST(model_id=>'%s', input=>(SELECT time,s FROM root.AI) ORDER BY time, output_length=>%d)";

@BeforeClass
public static void setUp() throws Exception {
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10 changes: 9 additions & 1 deletion integration-test/src/test/java/org/apache/iotdb/ainode/utils/AINodeTestUtils.java
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Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@
package org.apache.iotdb.ainode.utils;

import com.google.common.collect.ImmutableSet;
import org.junit.Assert;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

Expand All @@ -34,6 +35,7 @@
import java.util.Objects;
import java.util.Set;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.stream.Collectors;
import java.util.stream.Stream;

Expand Down Expand Up @@ -101,6 +103,7 @@ public static void errorTest(Statement statement, String sql, String errorMessag
public static void concurrentInference(
Statement statement, String sql, int threadCnt, int loop, int expectedOutputLength)
throws InterruptedException {
AtomicBoolean allPass = new AtomicBoolean(true);
Thread[] threads = new Thread[threadCnt];
for (int i = 0; i < threadCnt; i++) {
threads[i] =
Expand All @@ -113,13 +116,17 @@ public static void concurrentInference(
while (resultSet.next()) {
outputCnt++;
}
assertEquals(expectedOutputLength, outputCnt);
if (expectedOutputLength != outputCnt) {
allPass.set(false);
}
} catch (SQLException e) {
fail(e.getMessage());
allPass.set(false);
}
}
} catch (Exception e) {
fail(e.getMessage());
allPass.set(false);
}
});
threads[i].start();
Expand All @@ -129,6 +136,7 @@ public static void concurrentInference(
if (thread.isAlive()) {
fail("Thread timeout after 10 minutes");
}
Assert.assertTrue(allPass.get());
}
}

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