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Merge pull request #964 from cescoffier/fix-onnx-native
Fix ONNX Runtime Execution in Native Executable
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77 changes: 77 additions & 0 deletions
77
.../deployment/src/main/java/io/quarkiverse/langchain4j/deployment/OnnxRuntimeProcessor.java
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package io.quarkiverse.langchain4j.deployment; | ||
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import java.util.List; | ||
import java.util.stream.Stream; | ||
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import io.quarkiverse.langchain4j.deployment.items.InProcessEmbeddingBuildItem; | ||
import io.quarkus.bootstrap.classloading.QuarkusClassLoader; | ||
import io.quarkus.deployment.annotations.BuildProducer; | ||
import io.quarkus.deployment.annotations.BuildStep; | ||
import io.quarkus.deployment.annotations.Consume; | ||
import io.quarkus.deployment.builditem.nativeimage.JniRuntimeAccessBuildItem; | ||
import io.quarkus.deployment.builditem.nativeimage.NativeImageResourcePatternsBuildItem; | ||
import io.quarkus.deployment.builditem.nativeimage.ReflectiveClassBuildItem; | ||
import io.quarkus.deployment.builditem.nativeimage.RuntimeInitializedClassBuildItem; | ||
import io.quarkus.deployment.builditem.nativeimage.RuntimeInitializedPackageBuildItem; | ||
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/** | ||
* A processor configuring the native image build for the OnnxRuntime. | ||
* Only enabled if the `RequireOnnxRuntimeBuildItem` build item is present. | ||
*/ | ||
public class OnnxRuntimeProcessor { | ||
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@BuildStep | ||
@Consume(RequireOnnxRuntimeBuildItem.class) | ||
void onxxRuntimeNative( | ||
BuildProducer<NativeImageResourcePatternsBuildItem> nativePatternProducer, | ||
BuildProducer<ReflectiveClassBuildItem> reflectionProducer, | ||
BuildProducer<JniRuntimeAccessBuildItem> jniProducer) { | ||
List<String> classesInstantiatedFromNative = List.of( | ||
"ai.onnxruntime.TensorInfo", | ||
"ai.onnxruntime.SequenceInfo", | ||
"ai.onnxruntime.MapInfo", | ||
"ai.onnxruntime.OrtException", | ||
"ai.onnxruntime.OnnxSparseTensor"); | ||
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reflectionProducer.produce( | ||
ReflectiveClassBuildItem.builder(classesInstantiatedFromNative.toArray(new String[0])) | ||
.fields().methods().constructors().build()); | ||
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jniProducer.produce( | ||
new JniRuntimeAccessBuildItem(true, true, true, classesInstantiatedFromNative.toArray(new String[0]))); | ||
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// TODO should only select the target architecture's libs | ||
nativePatternProducer | ||
.produce(NativeImageResourcePatternsBuildItem.builder() | ||
.includeGlobs("ai/onnxruntime/native/**", "native/lib/**").build()); | ||
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reflectionProducer | ||
.produce(ReflectiveClassBuildItem.builder("opennlp.tools.sentdetect.SentenceDetectorFactory").build()); | ||
reflectionProducer.produce( | ||
ReflectiveClassBuildItem.builder("ai.onnxruntime.OnnxTensor").methods().fields().constructors().build()); | ||
} | ||
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@BuildStep | ||
@Consume(RequireOnnxRuntimeBuildItem.class) | ||
void onnxRuntimeClasses( | ||
List<InProcessEmbeddingBuildItem> inProcessEmbeddingBuildItems, | ||
BuildProducer<RuntimeInitializedClassBuildItem> classProducer, | ||
BuildProducer<RuntimeInitializedPackageBuildItem> packageProducer) { | ||
Stream.of( | ||
"dev.langchain4j.model.embedding.OnnxBertBiEncoder", | ||
"dev.langchain4j.model.embedding.HuggingFaceTokenizer", | ||
"ai.djl.huggingface.tokenizers.HuggingFaceTokenizer", | ||
"ai.djl.huggingface.tokenizers.jni.TokenizersLibrary", | ||
"ai.djl.huggingface.tokenizers.jni.LibUtils", | ||
"ai.djl.util.Platform", | ||
"ai.onnxruntime.OrtEnvironment", | ||
"ai.onnxruntime.OnnxRuntime", | ||
"ai.onnxruntime.OnnxTensorLike", | ||
"ai.onnxruntime.OrtAllocator", | ||
"ai.onnxruntime.OrtSession$SessionOptions", | ||
"ai.onnxruntime.OrtSession") | ||
.filter(QuarkusClassLoader::isClassPresentAtRuntime) | ||
.map(RuntimeInitializedClassBuildItem::new).forEach(classProducer::produce); | ||
} | ||
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} |
9 changes: 9 additions & 0 deletions
9
...ment/src/main/java/io/quarkiverse/langchain4j/deployment/RequireOnnxRuntimeBuildItem.java
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package io.quarkiverse.langchain4j.deployment; | ||
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import io.quarkus.builder.item.SimpleBuildItem; | ||
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/** | ||
* A build item that is used to require the OnnxRuntime to be built into the native image. | ||
*/ | ||
public final class RequireOnnxRuntimeBuildItem extends SimpleBuildItem { | ||
} |
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