/* * 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); } }