| /* |
| * 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.spot.lda |
| |
| import org.apache.spark.mllib.linalg.{Matrix, Vector} |
| import org.apache.spark.rdd.RDD |
| import org.apache.spark.sql.DataFrame |
| |
| /** |
| * LDA results formatted for Apache Spot scoring. |
| * |
| */ |
| class SpotLDAResult(private final val helper: SpotLDAHelper, |
| final val topicDistributions: RDD[(Long, Vector)], |
| final val documentToTopicMix: DataFrame, |
| final val topicsMix: Matrix, |
| final val wordToTopicMix: Map[String, Array[Double]]) |
| |
| object SpotLDAResult { |
| |
| def apply(helper: SpotLDAHelper, topicDistributions: RDD[(Long, Vector)], topicsMix: Matrix): SpotLDAResult = { |
| |
| val documentToTopicMix: DataFrame = helper.formatDocumentDistribution(topicDistributions) |
| val wordToTopicMix: Map[String, Array[Double]] = helper.formatTopicDistributions(topicsMix) |
| |
| new SpotLDAResult(helper, topicDistributions, documentToTopicMix, topicsMix, wordToTopicMix) |
| } |
| } |