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// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
package com.yahoo.schema.processing;
import com.yahoo.config.application.api.DeployLogger;
import com.yahoo.schema.OnnxModel;
import com.yahoo.schema.RankProfile;
import com.yahoo.schema.RankProfileRegistry;
import com.yahoo.schema.Schema;
import com.yahoo.vespa.model.container.search.QueryProfiles;
import com.yahoo.vespa.model.ml.OnnxModelInfo;
/**
* Processes every "onnx-model" element in the schema. Associates model type
* information by retrieving from either the ONNX model file directly or from
* preprocessed information in ZK. Adds missing input and output mappings
* (assigning default names).
*
* Must be processed before RankingExpressingTypeResolver.
*
* @author lesters
*/
public class OnnxModelTypeResolver extends Processor {
public OnnxModelTypeResolver(Schema schema, DeployLogger deployLogger, RankProfileRegistry rankProfileRegistry, QueryProfiles queryProfiles) {
super(schema, deployLogger, rankProfileRegistry, queryProfiles);
}
@Override
public void process(boolean validate, boolean documentsOnly) {
if (documentsOnly) return;
for (OnnxModel onnxModel : schema.declaredOnnxModels().values())
onnxModel.setModelInfo(OnnxModelInfo.load(onnxModel.getFileName(), schema.applicationPackage()));
for (RankProfile profile : rankProfileRegistry.rankProfilesOf(schema)) {
for (OnnxModel onnxModel : profile.declaredOnnxModels().values())
onnxModel.setModelInfo(OnnxModelInfo.load(onnxModel.getFileName(), schema.applicationPackage()));
}
}
}
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