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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.vespa.model.container.component;
import com.yahoo.config.ModelReference;
import com.yahoo.config.model.deploy.DeployState;
import com.yahoo.language.huggingface.config.HuggingFaceTokenizerConfig;
import com.yahoo.text.XML;
import com.yahoo.vespa.model.container.xml.ModelIdResolver;
import org.w3c.dom.Element;
import java.util.Map;
import java.util.TreeMap;
import static com.yahoo.config.model.builder.xml.XmlHelper.getOptionalChildValue;
import static com.yahoo.vespa.model.container.ContainerModelEvaluation.LINGUISTICS_BUNDLE_NAME;
/**
* @author bjorncs
*/
public class HuggingFaceTokenizer extends TypedComponent implements HuggingFaceTokenizerConfig.Producer {
private final Map<String, ModelReference> langToModel = new TreeMap<>();
private final Boolean specialTokens;
private final Integer maxLength;
private final Boolean truncation;
private final Boolean padding;
public HuggingFaceTokenizer(Element xml, DeployState state) {
super("com.yahoo.language.huggingface.HuggingFaceTokenizer", LINGUISTICS_BUNDLE_NAME, xml);
for (Element element : XML.getChildren(xml, "model")) {
var lang = element.hasAttribute("language") ? element.getAttribute("language") : "unknown";
langToModel.put(lang, ModelIdResolver.resolveToModelReference(element, state));
}
specialTokens = getOptionalChildValue(xml, "special-tokens").map(Boolean::parseBoolean).orElse(null);
maxLength = getOptionalChildValue(xml, "max-length").map(Integer::parseInt).orElse(null);
truncation = getOptionalChildValue(xml, "truncation").map(Boolean::parseBoolean).orElse(null);
padding = getOptionalChildValue(xml, "padding").map(Boolean::parseBoolean).orElse(null);
}
@Override
public void getConfig(HuggingFaceTokenizerConfig.Builder builder) {
langToModel.forEach((lang, vocab) -> {
builder.model.add(new HuggingFaceTokenizerConfig.Model.Builder().language(lang).path(vocab));
});
if (specialTokens != null) builder.addSpecialTokens(specialTokens);
if (maxLength != null) builder.maxLength(maxLength);
if (truncation != null) builder.truncation(truncation);
if (padding != null) builder.padding(padding);
}
}
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