distribution.proto
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// Copyright 2020 Google LLC
//
// 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.
syntax = "proto3";
package google.api.servicecontrol.v1;
option cc_enable_arenas = true;
option csharp_namespace = "Google.Cloud.ServiceControl.V1";
option go_package = "google.golang.org/genproto/googleapis/api/servicecontrol/v1;servicecontrol";
option java_multiple_files = true;
option java_outer_classname = "DistributionProto";
option java_package = "com.google.api.servicecontrol.v1";
option php_namespace = "Google\\Cloud\\ServiceControl\\V1";
option ruby_package = "Google::Cloud::ServiceControl::V1";
// Distribution represents a frequency distribution of double-valued sample
// points. It contains the size of the population of sample points plus
// additional optional information:
//
// - the arithmetic mean of the samples
// - the minimum and maximum of the samples
// - the sum-squared-deviation of the samples, used to compute variance
// - a histogram of the values of the sample points
message Distribution {
// Describing buckets with constant width.
message LinearBuckets {
// The number of finite buckets. With the underflow and overflow buckets,
// the total number of buckets is `num_finite_buckets` + 2.
// See comments on `bucket_options` for details.
int32 num_finite_buckets = 1;
// The i'th linear bucket covers the interval
// [offset + (i-1) * width, offset + i * width)
// where i ranges from 1 to num_finite_buckets, inclusive.
// Must be strictly positive.
double width = 2;
// The i'th linear bucket covers the interval
// [offset + (i-1) * width, offset + i * width)
// where i ranges from 1 to num_finite_buckets, inclusive.
double offset = 3;
}
// Describing buckets with exponentially growing width.
message ExponentialBuckets {
// The number of finite buckets. With the underflow and overflow buckets,
// the total number of buckets is `num_finite_buckets` + 2.
// See comments on `bucket_options` for details.
int32 num_finite_buckets = 1;
// The i'th exponential bucket covers the interval
// [scale * growth_factor^(i-1), scale * growth_factor^i)
// where i ranges from 1 to num_finite_buckets inclusive.
// Must be larger than 1.0.
double growth_factor = 2;
// The i'th exponential bucket covers the interval
// [scale * growth_factor^(i-1), scale * growth_factor^i)
// where i ranges from 1 to num_finite_buckets inclusive.
// Must be > 0.
double scale = 3;
}
// Describing buckets with arbitrary user-provided width.
message ExplicitBuckets {
// 'bound' is a list of strictly increasing boundaries between
// buckets. Note that a list of length N-1 defines N buckets because
// of fenceposting. See comments on `bucket_options` for details.
//
// The i'th finite bucket covers the interval
// [bound[i-1], bound[i])
// where i ranges from 1 to bound_size() - 1. Note that there are no
// finite buckets at all if 'bound' only contains a single element; in
// that special case the single bound defines the boundary between the
// underflow and overflow buckets.
//
// bucket number lower bound upper bound
// i == 0 (underflow) -inf bound[i]
// 0 < i < bound_size() bound[i-1] bound[i]
// i == bound_size() (overflow) bound[i-1] +inf
repeated double bounds = 1;
}
// The total number of samples in the distribution. Must be >= 0.
int64 count = 1;
// The arithmetic mean of the samples in the distribution. If `count` is
// zero then this field must be zero.
double mean = 2;
// The minimum of the population of values. Ignored if `count` is zero.
double minimum = 3;
// The maximum of the population of values. Ignored if `count` is zero.
double maximum = 4;
// The sum of squared deviations from the mean:
// Sum[i=1..count]((x_i - mean)^2)
// where each x_i is a sample values. If `count` is zero then this field
// must be zero, otherwise validation of the request fails.
double sum_of_squared_deviation = 5;
// The number of samples in each histogram bucket. `bucket_counts` are
// optional. If present, they must sum to the `count` value.
//
// The buckets are defined below in `bucket_option`. There are N buckets.
// `bucket_counts[0]` is the number of samples in the underflow bucket.
// `bucket_counts[1]` to `bucket_counts[N-1]` are the numbers of samples
// in each of the finite buckets. And `bucket_counts[N] is the number
// of samples in the overflow bucket. See the comments of `bucket_option`
// below for more details.
//
// Any suffix of trailing zeros may be omitted.
repeated int64 bucket_counts = 6;
// Defines the buckets in the histogram. `bucket_option` and `bucket_counts`
// must be both set, or both unset.
//
// Buckets are numbered in the range of [0, N], with a total of N+1 buckets.
// There must be at least two buckets (a single-bucket histogram gives
// no information that isn't already provided by `count`).
//
// The first bucket is the underflow bucket which has a lower bound
// of -inf. The last bucket is the overflow bucket which has an
// upper bound of +inf. All other buckets (if any) are called "finite"
// buckets because they have finite lower and upper bounds. As described
// below, there are three ways to define the finite buckets.
//
// (1) Buckets with constant width.
// (2) Buckets with exponentially growing widths.
// (3) Buckets with arbitrary user-provided widths.
//
// In all cases, the buckets cover the entire real number line (-inf,
// +inf). Bucket upper bounds are exclusive and lower bounds are
// inclusive. The upper bound of the underflow bucket is equal to the
// lower bound of the smallest finite bucket; the lower bound of the
// overflow bucket is equal to the upper bound of the largest finite
// bucket.
oneof bucket_option {
// Buckets with constant width.
LinearBuckets linear_buckets = 7;
// Buckets with exponentially growing width.
ExponentialBuckets exponential_buckets = 8;
// Buckets with arbitrary user-provided width.
ExplicitBuckets explicit_buckets = 9;
}
}