/* * 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 com.facebook.presto.ml; import com.facebook.presto.spi.block.Block; import com.facebook.presto.spi.block.BlockBuilder; import com.facebook.presto.spi.function.AccumulatorStateSerializer; import com.facebook.presto.spi.type.Type; import com.fasterxml.jackson.core.JsonProcessingException; import com.fasterxml.jackson.core.type.TypeReference; import com.fasterxml.jackson.databind.ObjectMapper; import com.google.common.base.Throwables; import com.google.common.collect.ImmutableMap; import io.airlift.json.ObjectMapperProvider; import io.airlift.slice.Slice; import io.airlift.slice.Slices; import java.io.IOException; import java.util.HashMap; import java.util.Map; import static com.facebook.presto.spi.type.VarcharType.VARCHAR; public class EvaluateClassifierPredictionsStateSerializer implements AccumulatorStateSerializer<EvaluateClassifierPredictionsState> { private static final ObjectMapper OBJECT_MAPPER = new ObjectMapperProvider().get(); private static final String TRUE_POSITIVES = "truePositives"; private static final String FALSE_POSITIVES = "falsePositives"; private static final String FALSE_NEGATIVES = "falseNegatives"; @Override public Type getSerializedType() { return VARCHAR; } @Override public void serialize(EvaluateClassifierPredictionsState state, BlockBuilder out) { Map<String, Map<String, Integer>> jsonState = new HashMap<>(); jsonState.put(TRUE_POSITIVES, state.getTruePositives()); jsonState.put(FALSE_POSITIVES, state.getFalsePositives()); jsonState.put(FALSE_NEGATIVES, state.getFalseNegatives()); try { VARCHAR.writeSlice(out, Slices.utf8Slice(OBJECT_MAPPER.writeValueAsString(jsonState))); } catch (JsonProcessingException e) { throw Throwables.propagate(e); } } @Override public void deserialize(Block block, int index, EvaluateClassifierPredictionsState state) { Slice slice = VARCHAR.getSlice(block, index); Map<String, Map<String, Integer>> jsonState; try { jsonState = OBJECT_MAPPER.readValue(slice.getBytes(), new TypeReference<Map<String, Map<String, Integer>>>() {}); } catch (IOException e) { throw Throwables.propagate(e); } state.addMemoryUsage(slice.length()); state.getTruePositives().putAll(jsonState.getOrDefault(TRUE_POSITIVES, ImmutableMap.of())); state.getFalsePositives().putAll(jsonState.getOrDefault(FALSE_POSITIVES, ImmutableMap.of())); state.getFalseNegatives().putAll(jsonState.getOrDefault(FALSE_NEGATIVES, ImmutableMap.of())); } }