/*
* Seldon -- open source prediction engine
* =======================================
* Copyright 2011-2015 Seldon Technologies Ltd and Rummble Ltd (http://www.seldon.io/)
*
**********************************************************************************************
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
**********************************************************************************************
*/
package io.seldon.api.state;
import io.seldon.api.state.PredictionAlgorithmStore.Strategy;
import java.io.IOException;
import java.util.HashMap;
import java.util.Iterator;
import java.util.Map;
import org.apache.log4j.Logger;
import com.fasterxml.jackson.core.JsonParser;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.DeserializationContext;
import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.databind.deser.std.StdDeserializer;
import com.fasterxml.jackson.databind.node.ObjectNode;
public class PredictionStrategyDeserializer extends StdDeserializer<Strategy> {
private Map<String, Class<? extends Strategy>> registry = new HashMap<>();
private static Logger logger = Logger.getLogger(PredictionStrategyDeserializer.class.getName());
public PredictionStrategyDeserializer() {
super(Strategy.class);
registerStrategyType("variations", PredictionAlgorithmStore.TestConfig.class);
registerStrategyType("algorithms",PredictionAlgorithmStore.AlgorithmConfig.class);
}
void registerStrategyType(String uniqueAttribute
,Class<? extends Strategy> strategyClass) {
registry.put(uniqueAttribute, strategyClass);
}
@Override
public Strategy deserialize(
JsonParser jp, DeserializationContext ctxt)
throws IOException, JsonProcessingException {
ObjectMapper mapper = (ObjectMapper) jp.getCodec();
ObjectNode root = mapper.readTree(jp);
Class<? extends Strategy> theClass = null;
Iterator<Map.Entry<String, JsonNode>> elementsIterator =
root.fields();
while (elementsIterator.hasNext()) {
Map.Entry<String, JsonNode> element = elementsIterator.next();
String name = element.getKey();
Class<? extends Strategy> possibility = registry.get(name);
if(possibility!=null){
theClass = possibility;
// break;
}
}
if (registry == null) {
return null;
}
return mapper.treeToValue(root, theClass);
}
}