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| 1 | +/** |
| 2 | + * Copyright 2014 Netflix, Inc. |
| 3 | + * |
| 4 | + * Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | + * you may not use this file except in compliance with the License. |
| 6 | + * You may obtain a copy of the License at |
| 7 | + * |
| 8 | + * http://www.apache.org/licenses/LICENSE-2.0 |
| 9 | + * |
| 10 | + * Unless required by applicable law or agreed to in writing, software |
| 11 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | + * See the License for the specific language governing permissions and |
| 14 | + * limitations under the License. |
| 15 | + */ |
| 16 | +package rx.math.operators; |
| 17 | + |
| 18 | +import rx.Observable; |
| 19 | +import rx.Observable.OnSubscribeFunc; |
| 20 | +import rx.Observer; |
| 21 | +import rx.Subscription; |
| 22 | +import rx.functions.Func1; |
| 23 | +import rx.functions.Func2; |
| 24 | + |
| 25 | +/** |
| 26 | + * A few operators for implementing the averaging operation. |
| 27 | + * |
| 28 | + * @see <a href="http://msdn.microsoft.com/en-us/library/system.reactive.linq.observable.average%28v=vs.103%29.aspx">MSDN: Observable.Average</a> |
| 29 | + */ |
| 30 | +public final class OperationAverage { |
| 31 | + private static final class Tuple2<T> { |
| 32 | + private final T current; |
| 33 | + private final Integer count; |
| 34 | + |
| 35 | + private Tuple2(T v1, Integer v2) { |
| 36 | + current = v1; |
| 37 | + count = v2; |
| 38 | + } |
| 39 | + } |
| 40 | + |
| 41 | + public static Observable<Integer> average(Observable<Integer> source) { |
| 42 | + return source.reduce(new Tuple2<Integer>(0, 0), new Func2<Tuple2<Integer>, Integer, Tuple2<Integer>>() { |
| 43 | + @Override |
| 44 | + public Tuple2<Integer> call(Tuple2<Integer> accu, Integer next) { |
| 45 | + return new Tuple2<Integer>(accu.current + next, accu.count + 1); |
| 46 | + } |
| 47 | + }).map(new Func1<Tuple2<Integer>, Integer>() { |
| 48 | + @Override |
| 49 | + public Integer call(Tuple2<Integer> result) { |
| 50 | + if (result.count == 0) { |
| 51 | + throw new IllegalArgumentException("Sequence contains no elements"); |
| 52 | + } |
| 53 | + return result.current / result.count; |
| 54 | + } |
| 55 | + }); |
| 56 | + } |
| 57 | + |
| 58 | + public static Observable<Long> averageLongs(Observable<Long> source) { |
| 59 | + return source.reduce(new Tuple2<Long>(0L, 0), new Func2<Tuple2<Long>, Long, Tuple2<Long>>() { |
| 60 | + @Override |
| 61 | + public Tuple2<Long> call(Tuple2<Long> accu, Long next) { |
| 62 | + return new Tuple2<Long>(accu.current + next, accu.count + 1); |
| 63 | + } |
| 64 | + }).map(new Func1<Tuple2<Long>, Long>() { |
| 65 | + @Override |
| 66 | + public Long call(Tuple2<Long> result) { |
| 67 | + if (result.count == 0) { |
| 68 | + throw new IllegalArgumentException("Sequence contains no elements"); |
| 69 | + } |
| 70 | + return result.current / result.count; |
| 71 | + } |
| 72 | + }); |
| 73 | + } |
| 74 | + |
| 75 | + public static Observable<Float> averageFloats(Observable<Float> source) { |
| 76 | + return source.reduce(new Tuple2<Float>(0.0f, 0), new Func2<Tuple2<Float>, Float, Tuple2<Float>>() { |
| 77 | + @Override |
| 78 | + public Tuple2<Float> call(Tuple2<Float> accu, Float next) { |
| 79 | + return new Tuple2<Float>(accu.current + next, accu.count + 1); |
| 80 | + } |
| 81 | + }).map(new Func1<Tuple2<Float>, Float>() { |
| 82 | + @Override |
| 83 | + public Float call(Tuple2<Float> result) { |
| 84 | + if (result.count == 0) { |
| 85 | + throw new IllegalArgumentException("Sequence contains no elements"); |
| 86 | + } |
| 87 | + return result.current / result.count; |
| 88 | + } |
| 89 | + }); |
| 90 | + } |
| 91 | + |
| 92 | + public static Observable<Double> averageDoubles(Observable<Double> source) { |
| 93 | + return source.reduce(new Tuple2<Double>(0.0d, 0), new Func2<Tuple2<Double>, Double, Tuple2<Double>>() { |
| 94 | + @Override |
| 95 | + public Tuple2<Double> call(Tuple2<Double> accu, Double next) { |
| 96 | + return new Tuple2<Double>(accu.current + next, accu.count + 1); |
| 97 | + } |
| 98 | + }).map(new Func1<Tuple2<Double>, Double>() { |
| 99 | + @Override |
| 100 | + public Double call(Tuple2<Double> result) { |
| 101 | + if (result.count == 0) { |
| 102 | + throw new IllegalArgumentException("Sequence contains no elements"); |
| 103 | + } |
| 104 | + return result.current / result.count; |
| 105 | + } |
| 106 | + }); |
| 107 | + } |
| 108 | + |
| 109 | + /** |
| 110 | + * Compute the average by extracting integer values from the source via an |
| 111 | + * extractor function. |
| 112 | + * |
| 113 | + * @param <T> |
| 114 | + * the source value type |
| 115 | + */ |
| 116 | + public static final class AverageIntegerExtractor<T> implements OnSubscribeFunc<Integer> { |
| 117 | + final Observable<? extends T> source; |
| 118 | + final Func1<? super T, Integer> valueExtractor; |
| 119 | + |
| 120 | + public AverageIntegerExtractor(Observable<? extends T> source, Func1<? super T, Integer> valueExtractor) { |
| 121 | + this.source = source; |
| 122 | + this.valueExtractor = valueExtractor; |
| 123 | + } |
| 124 | + |
| 125 | + @Override |
| 126 | + public Subscription onSubscribe(Observer<? super Integer> t1) { |
| 127 | + return source.subscribe(new AverageObserver(t1)); |
| 128 | + } |
| 129 | + |
| 130 | + /** Computes the average. */ |
| 131 | + private final class AverageObserver implements Observer<T> { |
| 132 | + final Observer<? super Integer> observer; |
| 133 | + int sum; |
| 134 | + int count; |
| 135 | + |
| 136 | + public AverageObserver(Observer<? super Integer> observer) { |
| 137 | + this.observer = observer; |
| 138 | + } |
| 139 | + |
| 140 | + @Override |
| 141 | + public void onNext(T args) { |
| 142 | + sum += valueExtractor.call(args); |
| 143 | + count++; |
| 144 | + } |
| 145 | + |
| 146 | + @Override |
| 147 | + public void onError(Throwable e) { |
| 148 | + observer.onError(e); |
| 149 | + } |
| 150 | + |
| 151 | + @Override |
| 152 | + public void onCompleted() { |
| 153 | + if (count > 0) { |
| 154 | + try { |
| 155 | + observer.onNext(sum / count); |
| 156 | + } catch (Throwable t) { |
| 157 | + observer.onError(t); |
| 158 | + return; |
| 159 | + } |
| 160 | + observer.onCompleted(); |
| 161 | + } else { |
| 162 | + observer.onError(new IllegalArgumentException("Sequence contains no elements")); |
| 163 | + } |
| 164 | + } |
| 165 | + |
| 166 | + } |
| 167 | + } |
| 168 | + |
| 169 | + /** |
| 170 | + * Compute the average by extracting long values from the source via an |
| 171 | + * extractor function. |
| 172 | + * |
| 173 | + * @param <T> |
| 174 | + * the source value type |
| 175 | + */ |
| 176 | + public static final class AverageLongExtractor<T> implements OnSubscribeFunc<Long> { |
| 177 | + final Observable<? extends T> source; |
| 178 | + final Func1<? super T, Long> valueExtractor; |
| 179 | + |
| 180 | + public AverageLongExtractor(Observable<? extends T> source, Func1<? super T, Long> valueExtractor) { |
| 181 | + this.source = source; |
| 182 | + this.valueExtractor = valueExtractor; |
| 183 | + } |
| 184 | + |
| 185 | + @Override |
| 186 | + public Subscription onSubscribe(Observer<? super Long> t1) { |
| 187 | + return source.subscribe(new AverageObserver(t1)); |
| 188 | + } |
| 189 | + |
| 190 | + /** Computes the average. */ |
| 191 | + private final class AverageObserver implements Observer<T> { |
| 192 | + final Observer<? super Long> observer; |
| 193 | + long sum; |
| 194 | + int count; |
| 195 | + |
| 196 | + public AverageObserver(Observer<? super Long> observer) { |
| 197 | + this.observer = observer; |
| 198 | + } |
| 199 | + |
| 200 | + @Override |
| 201 | + public void onNext(T args) { |
| 202 | + sum += valueExtractor.call(args); |
| 203 | + count++; |
| 204 | + } |
| 205 | + |
| 206 | + @Override |
| 207 | + public void onError(Throwable e) { |
| 208 | + observer.onError(e); |
| 209 | + } |
| 210 | + |
| 211 | + @Override |
| 212 | + public void onCompleted() { |
| 213 | + if (count > 0) { |
| 214 | + try { |
| 215 | + observer.onNext(sum / count); |
| 216 | + } catch (Throwable t) { |
| 217 | + observer.onError(t); |
| 218 | + return; |
| 219 | + } |
| 220 | + observer.onCompleted(); |
| 221 | + } else { |
| 222 | + observer.onError(new IllegalArgumentException("Sequence contains no elements")); |
| 223 | + } |
| 224 | + } |
| 225 | + |
| 226 | + } |
| 227 | + } |
| 228 | + |
| 229 | + /** |
| 230 | + * Compute the average by extracting float values from the source via an |
| 231 | + * extractor function. |
| 232 | + * |
| 233 | + * @param <T> |
| 234 | + * the source value type |
| 235 | + */ |
| 236 | + public static final class AverageFloatExtractor<T> implements OnSubscribeFunc<Float> { |
| 237 | + final Observable<? extends T> source; |
| 238 | + final Func1<? super T, Float> valueExtractor; |
| 239 | + |
| 240 | + public AverageFloatExtractor(Observable<? extends T> source, Func1<? super T, Float> valueExtractor) { |
| 241 | + this.source = source; |
| 242 | + this.valueExtractor = valueExtractor; |
| 243 | + } |
| 244 | + |
| 245 | + @Override |
| 246 | + public Subscription onSubscribe(Observer<? super Float> t1) { |
| 247 | + return source.subscribe(new AverageObserver(t1)); |
| 248 | + } |
| 249 | + |
| 250 | + /** Computes the average. */ |
| 251 | + private final class AverageObserver implements Observer<T> { |
| 252 | + final Observer<? super Float> observer; |
| 253 | + float sum; |
| 254 | + int count; |
| 255 | + |
| 256 | + public AverageObserver(Observer<? super Float> observer) { |
| 257 | + this.observer = observer; |
| 258 | + } |
| 259 | + |
| 260 | + @Override |
| 261 | + public void onNext(T args) { |
| 262 | + sum += valueExtractor.call(args); |
| 263 | + count++; |
| 264 | + } |
| 265 | + |
| 266 | + @Override |
| 267 | + public void onError(Throwable e) { |
| 268 | + observer.onError(e); |
| 269 | + } |
| 270 | + |
| 271 | + @Override |
| 272 | + public void onCompleted() { |
| 273 | + if (count > 0) { |
| 274 | + try { |
| 275 | + observer.onNext(sum / count); |
| 276 | + } catch (Throwable t) { |
| 277 | + observer.onError(t); |
| 278 | + return; |
| 279 | + } |
| 280 | + observer.onCompleted(); |
| 281 | + } else { |
| 282 | + observer.onError(new IllegalArgumentException("Sequence contains no elements")); |
| 283 | + } |
| 284 | + } |
| 285 | + |
| 286 | + } |
| 287 | + } |
| 288 | + |
| 289 | + /** |
| 290 | + * Compute the average by extracting double values from the source via an |
| 291 | + * extractor function. |
| 292 | + * |
| 293 | + * @param <T> |
| 294 | + * the source value type |
| 295 | + */ |
| 296 | + public static final class AverageDoubleExtractor<T> implements OnSubscribeFunc<Double> { |
| 297 | + final Observable<? extends T> source; |
| 298 | + final Func1<? super T, Double> valueExtractor; |
| 299 | + |
| 300 | + public AverageDoubleExtractor(Observable<? extends T> source, Func1<? super T, Double> valueExtractor) { |
| 301 | + this.source = source; |
| 302 | + this.valueExtractor = valueExtractor; |
| 303 | + } |
| 304 | + |
| 305 | + @Override |
| 306 | + public Subscription onSubscribe(Observer<? super Double> t1) { |
| 307 | + return source.subscribe(new AverageObserver(t1)); |
| 308 | + } |
| 309 | + |
| 310 | + /** Computes the average. */ |
| 311 | + private final class AverageObserver implements Observer<T> { |
| 312 | + final Observer<? super Double> observer; |
| 313 | + double sum; |
| 314 | + int count; |
| 315 | + |
| 316 | + public AverageObserver(Observer<? super Double> observer) { |
| 317 | + this.observer = observer; |
| 318 | + } |
| 319 | + |
| 320 | + @Override |
| 321 | + public void onNext(T args) { |
| 322 | + sum += valueExtractor.call(args); |
| 323 | + count++; |
| 324 | + } |
| 325 | + |
| 326 | + @Override |
| 327 | + public void onError(Throwable e) { |
| 328 | + observer.onError(e); |
| 329 | + } |
| 330 | + |
| 331 | + @Override |
| 332 | + public void onCompleted() { |
| 333 | + if (count > 0) { |
| 334 | + try { |
| 335 | + observer.onNext(sum / count); |
| 336 | + } catch (Throwable t) { |
| 337 | + observer.onError(t); |
| 338 | + return; |
| 339 | + } |
| 340 | + observer.onCompleted(); |
| 341 | + } else { |
| 342 | + observer.onError(new IllegalArgumentException("Sequence contains no elements")); |
| 343 | + } |
| 344 | + } |
| 345 | + |
| 346 | + } |
| 347 | + } |
| 348 | +} |
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