From ad88e7414540d6631854f1a731a3c1c029a3c965 Mon Sep 17 00:00:00 2001 From: RJ Nowling Date: Tue, 15 Sep 2015 09:46:46 -0500 Subject: BIGTOP-1991. Add BigTop Weatherman --- .../weatherman/internal/WeatherSamplerBuilder.java | 80 ++++++++++++++++++++++ 1 file changed, 80 insertions(+) create mode 100644 bigtop-data-generators/bigtop-weatherman/src/main/java/org/apache/bigtop/datagenerators/weatherman/internal/WeatherSamplerBuilder.java (limited to 'bigtop-data-generators/bigtop-weatherman/src/main/java/org/apache/bigtop/datagenerators/weatherman/internal/WeatherSamplerBuilder.java') diff --git a/bigtop-data-generators/bigtop-weatherman/src/main/java/org/apache/bigtop/datagenerators/weatherman/internal/WeatherSamplerBuilder.java b/bigtop-data-generators/bigtop-weatherman/src/main/java/org/apache/bigtop/datagenerators/weatherman/internal/WeatherSamplerBuilder.java new file mode 100644 index 00000000..40128ae9 --- /dev/null +++ b/bigtop-data-generators/bigtop-weatherman/src/main/java/org/apache/bigtop/datagenerators/weatherman/internal/WeatherSamplerBuilder.java @@ -0,0 +1,80 @@ +/** + * 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.bigtop.datagenerators.weatherman.internal; + +import java.util.Collection; + +import org.apache.bigtop.datagenerators.locations.Location; +import org.apache.bigtop.datagenerators.samplers.SeedFactory; +import org.apache.bigtop.datagenerators.samplers.samplers.ConditionalSampler; +import org.apache.bigtop.datagenerators.samplers.samplers.Sampler; +import org.apache.bigtop.datagenerators.weatherman.WeatherRecord; +import org.joda.time.LocalDate; + +public class WeatherSamplerBuilder { + + private final WeatherStationParameters parameters; + private final SeedFactory seedFactory; + private final LocalDate startDate; + + public WeatherSamplerBuilder( + Collection weatherParameters, + Location location, LocalDate startDate, SeedFactory seedFactory) { + parameters = findClosest(weatherParameters, location); + this.seedFactory = seedFactory; + this.startDate = startDate; + } + + private WeatherStationParameters findClosest( + Collection weatherParameters, + Location location) { + WeatherStationParameters closestStation = null; + double minDist = Double.MAX_VALUE; + + for (WeatherStationParameters parameters : weatherParameters) { + double dist = location.distance(parameters.getCoordinates()); + if (dist < minDist) { + minDist = dist; + closestStation = parameters; + } + } + + return closestStation; + } + + private ConditionalSampler buildTempSampler() { + return new TemperatureSampler(startDate, parameters.getTemperatureAverage(), + parameters.getTemperatureRealCoeff(), + parameters.getTemperatureImagCoeff(), + parameters.getTemperatureDerivStd(), seedFactory); + } + + private ConditionalSampler buildWindSpeedSampler() { + return new WindSpeedSampler(parameters.getWindSpeedRealCoeff(), + parameters.getWindSpeedImagCoeff(), parameters.getWindSpeedK(), + parameters.getWindSpeedTheta(), seedFactory); + } + + private ConditionalSampler buildPrecipitationSampler() { + return new PrecipitationSampler(parameters.getPrecipitationAverage(), + seedFactory); + } + + public Sampler build() { + return new WeatherSampler(startDate, buildTempSampler(), + buildWindSpeedSampler(), buildPrecipitationSampler()); + } +} -- cgit v1.2.3