Implementation:Microsoft Onnxruntime MapInfo
Appearance
| Knowledge Sources | Description |
|---|---|
| Source File | java/src/main/java/ai/onnxruntime/MapInfo.java |
| Repository | Microsoft/onnxruntime |
Domains
- Machine Learning Runtime
- Type Metadata
Overview
MapInfo describes an OnnxMap object or map-typed output node. It implements the ValueInfo interface and stores the number of entries, the key type, and the value type. It is constructed from JNI using native ONNX tensor type integers, or from Java-side OnnxJavaType values.
Description
The class has three public final fields:
- size: The number of entries in the map (-1 when unknown, e.g., for model output type info).
- keyType: The
OnnxJavaTypeof the keys (typically STRING or INT64). - valueType: The
OnnxJavaTypeof the values (typically STRING, INT64, FLOAT, or DOUBLE).
Three constructors exist: one taking OnnxJavaType key/value types (size unknown), one adding size, and one using native integer type identifiers (called from JNI).
Code Reference
Source Location
// File: java/src/main/java/ai/onnxruntime/MapInfo.java
// Package: ai.onnxruntime
Signature
public class MapInfo implements ValueInfo {
public final int size;
public final OnnxJavaType keyType;
public final OnnxJavaType valueType;
MapInfo(OnnxJavaType keyType, OnnxJavaType valueType);
MapInfo(int size, OnnxJavaType keyType, OnnxJavaType valueType);
MapInfo(int size, int keyTypeInt, int valueTypeInt); // called from JNI
}
Import
import ai.onnxruntime.MapInfo;
I/O Contract
Inputs
| Name | Type | Description |
|---|---|---|
| size | int | Number of entries (-1 if unknown) |
| keyType | OnnxJavaType or int | The key type (STRING or INT64) |
| valueType | OnnxJavaType or int | The value type (STRING, INT64, FLOAT, or DOUBLE) |
Outputs
| Name | Type | Description |
|---|---|---|
| size | int | Number of map entries |
| keyType | OnnxJavaType | The Java key type |
| valueType | OnnxJavaType | The Java value type |
Usage Examples
import ai.onnxruntime.*;
import java.util.*;
OrtEnvironment env = OrtEnvironment.getEnvironment();
try (OrtSession session = env.createSession("/path/to/model.onnx")) {
// Inspect map output info
Map<String, NodeInfo> outputInfo = session.getOutputInfo();
for (Map.Entry<String, NodeInfo> entry : outputInfo.entrySet()) {
ValueInfo info = entry.getValue().getInfo();
if (info instanceof MapInfo) {
MapInfo mapInfo = (MapInfo) info;
System.out.println("Output '" + entry.getKey() + "' is a map:");
System.out.println(" Key type: " + mapInfo.keyType);
System.out.println(" Value type: " + mapInfo.valueType);
}
}
}
Related Pages
- OnnxMap.java - The map value container described by MapInfo
- NodeInfo.java - Node information that wraps MapInfo
- OnnxJavaType.java - Type enum used for key and value types
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