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[Improve][Connector-V2] Flink support embedding transform #7592

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merged 2 commits into from
Sep 6, 2024
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[Improve][Connector-V2] Flink support embedding transform #7592

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eac4f0d
[Improve][Connector-V2] Flink support embedding transform
corgy-w Sep 5, 2024
e771981
[Improve][Connector-V2] Optimized code
corgy-w Sep 5, 2024
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2 changes: 1 addition & 1 deletion docs/en/transform-v2/embedding.md
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Original file line number Diff line number Diff line change
Expand Up @@ -320,7 +320,7 @@ transform {
inputx = ["${input}"]
}
}
result_table_name = "embedding_output_3"
result_table_name = "embedding_output_1"
}
}

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2 changes: 1 addition & 1 deletion docs/zh/transform-v2/embedding.md
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Expand Up @@ -310,7 +310,7 @@ transform {
inputx = ["${input}"]
}
}
result_table_name = "embedding_output_3"
result_table_name = "embedding_output_1"
}
}

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4 changes: 2 additions & 2 deletions ...forms-v2-e2e-part-1/src/test/java/org/apache/seatunnel/e2e/transform/TestEmbeddingIT.java
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Expand Up @@ -43,8 +43,8 @@

@DisabledOnContainer(
value = {},
type = {EngineType.SPARK, EngineType.FLINK},
disabledReason = "Currently SPARK and FLINK not support adapt")
type = {EngineType.SPARK},
disabledReason = "Currently SPARK not support adapt")
public class TestEmbeddingIT extends TestSuiteBase implements TestResource {
private static final String TMP_DIR = "/tmp";
private GenericContainer<?> mockserverContainer;
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4 changes: 2 additions & 2 deletions ...e2e/seatunnel-transforms-v2-e2e-part-1/src/test/resources/embedding_transform_custom.conf
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Expand Up @@ -79,10 +79,10 @@ transform {
}
custom_request_body ={
modelx = "${model}"
inputx = ["${input}","${input}"]
inputx = ["${input}"]
}
}
result_table_name = "embedding_output_3"
result_table_name = "embedding_output_1"
}
}

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7 changes: 7 additions & 0 deletions ...2/src/main/java/org/apache/seatunnel/transform/nlpmodel/embadding/EmbeddingTransform.java
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Expand Up @@ -61,6 +61,12 @@ public EmbeddingTransform(
config.get(EmbeddingTransformConfig.VECTORIZATION_FIELDS));
}

private void tryOpen() {
if (model == null) {
open();
}
}

@Override
public void open() {
// Initialize model
Expand Down Expand Up @@ -161,6 +167,7 @@ private void initOutputFields(SeaTunnelRowType inputRowType, Map<String, String>

@Override
protected Object[] getOutputFieldValues(SeaTunnelRowAccessor inputRow) {
tryOpen();
try {
Object[] fieldArray = new Object[fieldOriginalIndexes.size()];
for (int i = 0; i < fieldOriginalIndexes.size(); i++) {
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