/** * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You 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 org.apache.mahout.utils.vectors.arff; import java.text.DateFormat; import java.util.Map; /** * An interface for representing an ARFFModel. Implementations can decide on the best approach * for storing the model, as some approaches will be fine for smaller files, while larger * ones may require a better implementation. */ public interface ARFFModel { String ARFF_SPARSE = "{"; //indicates the vector is sparse String ARFF_COMMENT = "%"; String ATTRIBUTE = "@attribute"; String DATA = "@data"; String RELATION = "@relation"; String getRelation(); void setRelation(String relation); /** * The vector attributes (labels in Mahout speak) * @return the map */ Map<String, Integer> getLabelBindings(); Integer getNominalValue(String label, String nominal); void addNominal(String label, String nominal, int idx); DateFormat getDateFormat(Integer idx); void addDateFormat(Integer idx, DateFormat format); Integer getLabelIndex(String label); void addLabel(String label, Integer idx); ARFFType getARFFType(Integer idx); void addType(Integer idx, ARFFType type); /** * The count of the number of words seen * @return the count */ long getWordCount(); double getValue(String data, int idx); Map<String, Map<String, Integer>> getNominalMap(); int getLabelSize(); Map<String, Long> getWords(); }