// Copyright 2016 The Domain Registry Authors. All Rights Reserved. // // 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 google.registry.monitoring.metrics; import static com.google.common.base.Preconditions.checkArgument; import static google.registry.monitoring.metrics.MetricsUtils.checkDouble; import com.google.auto.value.AutoValue; import com.google.common.collect.ImmutableSortedSet; /** * Models a {@link DistributionFitter} with intervals of exponentially increasing size. * *

The interval boundaries are defined by {@code scale * Math.pow(base, i)} for {@code i} in * {@code [0, numFiniteIntervals]}. * *

For example, an {@link ExponentialFitter} with {@code numFiniteIntervals=3, base=4.0, * scale=1.5} represents a histogram with intervals {@code (-inf, 1.5), [1.5, 6), [6, 24), [24, 96), * [96, +inf)}. */ @AutoValue public abstract class ExponentialFitter implements DistributionFitter { /** * Create a new {@link ExponentialFitter}. * * @param numFiniteIntervals the number of intervals, excluding the underflow and overflow * intervals * @param base the base of the exponent * @param scale a multiplicative factor for the exponential function * @throws IllegalArgumentException if {@code numFiniteIntervals <= 0}, {@code width <= 0} or * {@code base <= 1} */ public static ExponentialFitter create(int numFiniteIntervals, double base, double scale) { checkArgument(numFiniteIntervals > 0, "numFiniteIntervals must be greater than 0"); checkArgument(scale != 0, "scale must not be 0"); checkArgument(base > 1, "base must be greater than 1"); checkDouble(base); checkDouble(scale); ImmutableSortedSet.Builder boundaries = ImmutableSortedSet.naturalOrder(); for (int i = 0; i < numFiniteIntervals + 1; i++) { boundaries.add(scale * Math.pow(base, i)); } return new AutoValue_ExponentialFitter(base, scale, boundaries.build()); } public abstract double base(); public abstract double scale(); @Override public abstract ImmutableSortedSet boundaries(); }