mirror of
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Update weaveworks/common to latest version
``` $ gvt delete github.com/weaveworks/common $ gvt fetch --revision 4d96fd8dcf2c7b417912c6219b310112cb4a4626 github.com/weaveworks/common 2018/07/23 15:31:11 Fetching: github.com/weaveworks/common 2018/07/23 15:31:14 · Skipping (existing): github.com/golang/protobuf/ptypes/any 2018/07/23 15:31:14 · Fetching recursive dependency: github.com/pkg/errors 2018/07/23 15:31:16 · Skipping (existing): github.com/aws/aws-sdk-go/aws 2018/07/23 15:31:16 · Fetching recursive dependency: github.com/sirupsen/logrus 2018/07/23 15:31:18 ·· Skipping (existing): golang.org/x/sys/unix 2018/07/23 15:31:18 ·· Skipping (existing): golang.org/x/crypto/ssh/terminal 2018/07/23 15:31:18 · Skipping (existing): google.golang.org/grpc/status 2018/07/23 15:31:18 · Skipping (existing): github.com/gorilla/mux 2018/07/23 15:31:18 · Fetching recursive dependency: github.com/opentracing-contrib/go-stdlib/nethttp 2018/07/23 15:31:20 ·· Skipping (existing): github.com/opentracing/opentracing-go/ext 2018/07/23 15:31:20 ·· Skipping (existing): github.com/opentracing/opentracing-go/log 2018/07/23 15:31:20 ·· Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:31:20 · Skipping (existing): github.com/prometheus/client_golang/prometheus 2018/07/23 15:31:20 · Skipping (existing): google.golang.org/grpc 2018/07/23 15:31:20 · Skipping (existing): github.com/pmezard/go-difflib/difflib 2018/07/23 15:31:20 · Fetching recursive dependency: github.com/go-kit/kit/log 2018/07/23 15:31:23 ·· Fetching recursive dependency: github.com/go-logfmt/logfmt 2018/07/23 15:31:25 ··· Fetching recursive dependency: github.com/kr/logfmt 2018/07/23 15:31:27 ·· Fetching recursive dependency: github.com/go-stack/stack 2018/07/23 15:31:29 · Fetching recursive dependency: google.golang.org/genproto/googleapis/rpc/status 2018/07/23 15:31:37 ·· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:31:37 ·· Skipping (existing): github.com/golang/protobuf/ptypes/any 2018/07/23 15:31:37 · Skipping (existing): github.com/opentracing/opentracing-go/log 2018/07/23 15:31:37 · Fetching recursive dependency: github.com/sercand/kuberesolver 2018/07/23 15:31:39 ·· Skipping (existing): google.golang.org/grpc/grpclog 2018/07/23 15:31:39 ·· Skipping (existing): google.golang.org/grpc/resolver 2018/07/23 15:31:39 ·· Skipping (existing): golang.org/x/net/context 2018/07/23 15:31:39 · Skipping (existing): google.golang.org/grpc/metadata 2018/07/23 15:31:39 · Skipping (existing): github.com/opentracing/opentracing-go/ext 2018/07/23 15:31:39 · Skipping (existing): github.com/armon/go-socks5 2018/07/23 15:31:39 · Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:31:39 · Skipping (existing): github.com/davecgh/go-spew/spew 2018/07/23 15:31:39 · Skipping (existing): github.com/golang/protobuf/ptypes 2018/07/23 15:31:39 · Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:31:39 · Fetching recursive dependency: github.com/grpc-ecosystem/grpc-opentracing/go/otgrpc 2018/07/23 15:31:41 ·· Skipping (existing): github.com/opentracing/opentracing-go/log 2018/07/23 15:31:41 ·· Skipping (existing): golang.org/x/net/context 2018/07/23 15:31:41 ·· Skipping (existing): google.golang.org/grpc/codes 2018/07/23 15:31:41 ·· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:31:41 ·· Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:31:41 ·· Skipping (existing): github.com/opentracing/opentracing-go/ext 2018/07/23 15:31:41 ·· Skipping (existing): google.golang.org/grpc 2018/07/23 15:31:41 ·· Skipping (existing): google.golang.org/grpc/metadata 2018/07/23 15:31:41 ·· Skipping (existing): google.golang.org/grpc/status 2018/07/23 15:31:41 · Fetching recursive dependency: github.com/uber/jaeger-client-go/config 2018/07/23 15:31:44 ·· Fetching recursive dependency: github.com/uber/jaeger-client-go/internal/throttler/remote 2018/07/23 15:31:44 ··· Fetching recursive dependency: github.com/uber/jaeger-client-go/utils 2018/07/23 15:31:44 ···· Fetching recursive dependency: github.com/uber/jaeger-client-go/thrift 2018/07/23 15:31:44 ···· Fetching recursive dependency: github.com/uber/jaeger-client-go/thrift-gen/agent 2018/07/23 15:31:44 ····· Fetching recursive dependency: github.com/uber/jaeger-client-go/thrift-gen/jaeger 2018/07/23 15:31:44 ····· Fetching recursive dependency: github.com/uber/jaeger-client-go/thrift-gen/zipkincore 2018/07/23 15:31:44 ··· Fetching recursive dependency: github.com/uber/jaeger-client-go 2018/07/23 15:31:44 ···· Fetching recursive dependency: github.com/crossdock/crossdock-go 2018/07/23 15:31:46 ····· Skipping (existing): github.com/davecgh/go-spew/spew 2018/07/23 15:31:46 ····· Skipping (existing): golang.org/x/net/context/ctxhttp 2018/07/23 15:31:46 ····· Skipping (existing): golang.org/x/net/context 2018/07/23 15:31:46 ····· Skipping (existing): github.com/pmezard/go-difflib/difflib 2018/07/23 15:31:46 ···· Skipping (existing): github.com/opentracing/opentracing-go/log 2018/07/23 15:31:46 ···· Fetching recursive dependency: go.uber.org/zap/zapcore 2018/07/23 15:31:49 ····· Fetching recursive dependency: go.uber.org/atomic 2018/07/23 15:31:51 ····· Fetching recursive dependency: go.uber.org/zap/internal/bufferpool 2018/07/23 15:31:51 ······ Fetching recursive dependency: go.uber.org/zap/buffer 2018/07/23 15:31:51 ····· Fetching recursive dependency: go.uber.org/multierr 2018/07/23 15:31:54 ····· Fetching recursive dependency: go.uber.org/zap/internal/exit 2018/07/23 15:31:54 ····· Fetching recursive dependency: go.uber.org/zap/internal/color 2018/07/23 15:31:54 ···· Fetching recursive dependency: go.uber.org/zap 2018/07/23 15:31:54 ···· Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:31:54 ···· Skipping (existing): github.com/opentracing/opentracing-go/ext 2018/07/23 15:31:54 ···· Fetching recursive dependency: github.com/uber/jaeger-lib/metrics 2018/07/23 15:31:56 ····· Fetching recursive dependency: github.com/uber-go/tally 2018/07/23 15:31:58 ······ Fetching recursive dependency: github.com/m3db/prometheus_client_golang/prometheus/promhttp 2018/07/23 15:32:00 ······· Skipping (existing): github.com/prometheus/client_golang/prometheus 2018/07/23 15:32:00 ······· Skipping (existing): github.com/prometheus/common/expfmt 2018/07/23 15:32:00 ······· Skipping (existing): github.com/prometheus/client_model/go 2018/07/23 15:32:00 ······ Fetching recursive dependency: gopkg.in/validator.v2 2018/07/23 15:32:06 ······ Fetching recursive dependency: github.com/cactus/go-statsd-client/statsd 2018/07/23 15:32:08 ······ Skipping (existing): gopkg.in/yaml.v2 2018/07/23 15:32:08 ······ Fetching recursive dependency: github.com/m3db/prometheus_client_golang/prometheus 2018/07/23 15:32:08 ······· Skipping (existing): github.com/prometheus/procfs 2018/07/23 15:32:08 ······· Skipping (existing): github.com/prometheus/client_model/go 2018/07/23 15:32:08 ······· Skipping (existing): github.com/prometheus/common/expfmt 2018/07/23 15:32:08 ······· Skipping (existing): golang.org/x/net/context 2018/07/23 15:32:08 ······· Skipping (existing): github.com/beorn7/perks/quantile 2018/07/23 15:32:08 ······· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:32:08 ······· Skipping (existing): github.com/prometheus/common/model 2018/07/23 15:32:08 ······· Skipping (existing): github.com/prometheus/client_golang/prometheus 2018/07/23 15:32:08 ······ Fetching recursive dependency: github.com/apache/thrift/lib/go/thrift 2018/07/23 15:32:13 ····· Skipping (existing): github.com/stretchr/testify/assert 2018/07/23 15:32:13 ····· Fetching recursive dependency: github.com/go-kit/kit/metrics/influx 2018/07/23 15:32:13 ······ Fetching recursive dependency: github.com/influxdata/influxdb/client/v2 2018/07/23 15:32:17 ······· Fetching recursive dependency: github.com/influxdata/influxdb/models 2018/07/23 15:32:17 ········ Fetching recursive dependency: github.com/influxdata/influxdb/pkg/escape 2018/07/23 15:32:17 ······ Fetching recursive dependency: github.com/go-kit/kit/metrics 2018/07/23 15:32:17 ······· Fetching recursive dependency: github.com/performancecopilot/speed 2018/07/23 15:32:19 ······· Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/aws 2018/07/23 15:32:28 ········ Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/internal/sdk 2018/07/23 15:32:28 ········ Skipping (existing): github.com/go-ini/ini 2018/07/23 15:32:28 ········ Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/service/sts 2018/07/23 15:32:28 ········· Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/private/protocol/query 2018/07/23 15:32:28 ·········· Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/private/protocol 2018/07/23 15:32:28 ········· Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/internal/awsutil 2018/07/23 15:32:28 ·········· Skipping (existing): github.com/jmespath/go-jmespath 2018/07/23 15:32:28 ······· Fetching recursive dependency: github.com/aws/aws-sdk-go-v2/service/cloudwatch 2018/07/23 15:32:29 ······· Skipping (existing): github.com/aws/aws-sdk-go/aws 2018/07/23 15:32:29 ······· Skipping (existing): github.com/prometheus/client_golang/prometheus 2018/07/23 15:32:29 ······· Skipping (existing): github.com/aws/aws-sdk-go/service/cloudwatch 2018/07/23 15:32:29 ······· Skipping (existing): github.com/aws/aws-sdk-go/service/cloudwatch/cloudwatchiface 2018/07/23 15:32:29 ······· Fetching recursive dependency: golang.org/x/sync/errgroup 2018/07/23 15:32:31 ········ Skipping (existing): golang.org/x/net/context 2018/07/23 15:32:31 ······· Fetching recursive dependency: github.com/go-kit/kit/util/conn 2018/07/23 15:32:31 ······· Fetching recursive dependency: github.com/VividCortex/gohistogram 2018/07/23 15:32:33 ····· Skipping (existing): github.com/prometheus/client_golang/prometheus 2018/07/23 15:32:33 ····· Fetching recursive dependency: github.com/codahale/hdrhistogram 2018/07/23 15:32:35 ·· Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:32:35 · Fetching recursive dependency: github.com/mwitkow/go-grpc-middleware 2018/07/23 15:32:37 ·· Fetching recursive dependency: github.com/grpc-ecosystem/go-grpc-middleware/logging 2018/07/23 15:32:39 ··· Fetching recursive dependency: github.com/grpc-ecosystem/go-grpc-middleware 2018/07/23 15:32:39 ···· Fetching recursive dependency: github.com/golang/protobuf/jsonpb 2018/07/23 15:32:42 ····· Skipping (existing): github.com/golang/protobuf/ptypes/timestamp 2018/07/23 15:32:42 ····· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:32:42 ····· Skipping (existing): github.com/golang/protobuf/ptypes/duration 2018/07/23 15:32:42 ····· Skipping (existing): github.com/golang/protobuf/ptypes/any 2018/07/23 15:32:42 ····· Skipping (existing): github.com/golang/protobuf/ptypes/struct 2018/07/23 15:32:42 ····· Skipping (existing): github.com/golang/protobuf/ptypes/wrappers 2018/07/23 15:32:42 ···· Skipping (existing): google.golang.org/grpc/metadata 2018/07/23 15:32:42 ···· Fetching recursive dependency: github.com/stretchr/testify/suite 2018/07/23 15:32:45 ····· Skipping (existing): github.com/stretchr/testify/assert 2018/07/23 15:32:45 ····· Fetching recursive dependency: github.com/stretchr/testify/require 2018/07/23 15:32:45 ······ Skipping (existing): github.com/stretchr/testify/assert 2018/07/23 15:32:45 ···· Skipping (existing): google.golang.org/grpc/peer 2018/07/23 15:32:45 ···· Skipping (existing): golang.org/x/net/context 2018/07/23 15:32:45 ···· Skipping (existing): golang.org/x/net/trace 2018/07/23 15:32:45 ···· Fetching recursive dependency: github.com/gogo/protobuf/gogoproto 2018/07/23 15:32:48 ····· Fetching recursive dependency: github.com/gogo/protobuf/protoc-gen-gogo/descriptor 2018/07/23 15:32:48 ······ Skipping (existing): github.com/gogo/protobuf/proto 2018/07/23 15:32:48 ····· Skipping (existing): github.com/gogo/protobuf/proto 2018/07/23 15:32:48 ···· Skipping (existing): google.golang.org/grpc/credentials 2018/07/23 15:32:48 ···· Skipping (existing): google.golang.org/grpc 2018/07/23 15:32:48 ···· Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:32:48 ···· Skipping (existing): google.golang.org/grpc/codes 2018/07/23 15:32:48 ···· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:32:48 ···· Skipping (existing): google.golang.org/grpc/grpclog 2018/07/23 15:32:48 ···· Skipping (existing): github.com/opentracing/opentracing-go/ext 2018/07/23 15:32:48 ···· Skipping (existing): github.com/opentracing/opentracing-go/log 2018/07/23 15:32:48 ··· Skipping (existing): golang.org/x/net/context 2018/07/23 15:32:48 ··· Skipping (existing): google.golang.org/grpc 2018/07/23 15:32:48 ··· Skipping (existing): google.golang.org/grpc/grpclog 2018/07/23 15:32:48 ··· Skipping (existing): google.golang.org/grpc/codes 2018/07/23 15:32:48 ··· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:32:48 ·· Skipping (existing): github.com/opentracing/opentracing-go 2018/07/23 15:32:48 ·· Skipping (existing): google.golang.org/grpc 2018/07/23 15:32:48 ·· Skipping (existing): golang.org/x/net/context 2018/07/23 15:32:48 ·· Skipping (existing): google.golang.org/grpc/codes 2018/07/23 15:32:48 ·· Skipping (existing): google.golang.org/grpc/grpclog 2018/07/23 15:32:48 ·· Skipping (existing): github.com/opentracing/opentracing-go/log 2018/07/23 15:32:48 ·· Skipping (existing): google.golang.org/grpc/metadata 2018/07/23 15:32:48 ·· Skipping (existing): google.golang.org/grpc/peer 2018/07/23 15:32:48 ·· Skipping (existing): google.golang.org/grpc/credentials 2018/07/23 15:32:48 ·· Skipping (existing): github.com/golang/protobuf/proto 2018/07/23 15:32:48 ·· Skipping (existing): golang.org/x/net/trace 2018/07/23 15:32:48 ·· Skipping (existing): github.com/opentracing/opentracing-go/ext 2018/07/23 15:32:48 · Fetching recursive dependency: github.com/weaveworks/promrus 2018/07/23 15:32:53 ·· Skipping (existing): gopkg.in/yaml.v2 2018/07/23 15:32:53 ·· Skipping (existing): golang.org/x/net/context/ctxhttp 2018/07/23 15:32:53 ·· Fetching recursive dependency: github.com/stretchr/objx 2018/07/23 15:32:55 ·· Fetching recursive dependency: gopkg.in/alecthomas/kingpin.v2 2018/07/23 15:32:58 ··· Fetching recursive dependency: github.com/alecthomas/units 2018/07/23 15:33:00 ··· Fetching recursive dependency: github.com/alecthomas/template 2018/07/23 15:33:02 ·· Fetching recursive dependency: github.com/julienschmidt/httprouter 2018/07/23 15:33:05 ·· Skipping (existing): golang.org/x/net/context 2018/07/23 15:33:05 · Skipping (existing): github.com/aws/aws-sdk-go/aws/credentials 2018/07/23 15:33:05 · Skipping (existing): github.com/golang/protobuf/ptypes/empty 2018/07/23 15:33:05 · Skipping (existing): golang.org/x/net/context 2018/07/23 15:33:05 · Skipping (existing): golang.org/x/tools/cover 2018/07/23 15:33:05 · Skipping (existing): github.com/mgutz/ansi ```
This commit is contained in:
+21
@@ -0,0 +1,21 @@
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The MIT License (MIT)
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Copyright (c) 2014 Coda Hale
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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THE SOFTWARE.
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+564
@@ -0,0 +1,564 @@
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// Package hdrhistogram provides an implementation of Gil Tene's HDR Histogram
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// data structure. The HDR Histogram allows for fast and accurate analysis of
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// the extreme ranges of data with non-normal distributions, like latency.
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package hdrhistogram
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import (
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"fmt"
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"math"
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)
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// A Bracket is a part of a cumulative distribution.
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type Bracket struct {
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Quantile float64
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Count, ValueAt int64
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}
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// A Snapshot is an exported view of a Histogram, useful for serializing them.
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// A Histogram can be constructed from it by passing it to Import.
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type Snapshot struct {
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LowestTrackableValue int64
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HighestTrackableValue int64
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SignificantFigures int64
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Counts []int64
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}
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// A Histogram is a lossy data structure used to record the distribution of
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// non-normally distributed data (like latency) with a high degree of accuracy
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// and a bounded degree of precision.
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type Histogram struct {
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lowestTrackableValue int64
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highestTrackableValue int64
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unitMagnitude int64
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significantFigures int64
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subBucketHalfCountMagnitude int32
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subBucketHalfCount int32
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subBucketMask int64
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subBucketCount int32
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bucketCount int32
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countsLen int32
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totalCount int64
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counts []int64
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}
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// New returns a new Histogram instance capable of tracking values in the given
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// range and with the given amount of precision.
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func New(minValue, maxValue int64, sigfigs int) *Histogram {
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if sigfigs < 1 || 5 < sigfigs {
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panic(fmt.Errorf("sigfigs must be [1,5] (was %d)", sigfigs))
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}
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largestValueWithSingleUnitResolution := 2 * math.Pow10(sigfigs)
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subBucketCountMagnitude := int32(math.Ceil(math.Log2(float64(largestValueWithSingleUnitResolution))))
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subBucketHalfCountMagnitude := subBucketCountMagnitude
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if subBucketHalfCountMagnitude < 1 {
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subBucketHalfCountMagnitude = 1
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}
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subBucketHalfCountMagnitude--
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unitMagnitude := int32(math.Floor(math.Log2(float64(minValue))))
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if unitMagnitude < 0 {
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unitMagnitude = 0
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}
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subBucketCount := int32(math.Pow(2, float64(subBucketHalfCountMagnitude)+1))
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subBucketHalfCount := subBucketCount / 2
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subBucketMask := int64(subBucketCount-1) << uint(unitMagnitude)
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// determine exponent range needed to support the trackable value with no
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// overflow:
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smallestUntrackableValue := int64(subBucketCount) << uint(unitMagnitude)
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bucketsNeeded := int32(1)
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for smallestUntrackableValue < maxValue {
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smallestUntrackableValue <<= 1
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bucketsNeeded++
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}
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bucketCount := bucketsNeeded
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countsLen := (bucketCount + 1) * (subBucketCount / 2)
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return &Histogram{
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lowestTrackableValue: minValue,
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highestTrackableValue: maxValue,
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unitMagnitude: int64(unitMagnitude),
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significantFigures: int64(sigfigs),
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subBucketHalfCountMagnitude: subBucketHalfCountMagnitude,
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subBucketHalfCount: subBucketHalfCount,
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subBucketMask: subBucketMask,
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subBucketCount: subBucketCount,
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bucketCount: bucketCount,
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countsLen: countsLen,
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totalCount: 0,
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counts: make([]int64, countsLen),
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}
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}
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// ByteSize returns an estimate of the amount of memory allocated to the
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// histogram in bytes.
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//
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// N.B.: This does not take into account the overhead for slices, which are
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// small, constant, and specific to the compiler version.
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func (h *Histogram) ByteSize() int {
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return 6*8 + 5*4 + len(h.counts)*8
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}
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// Merge merges the data stored in the given histogram with the receiver,
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// returning the number of recorded values which had to be dropped.
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func (h *Histogram) Merge(from *Histogram) (dropped int64) {
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i := from.rIterator()
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for i.next() {
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v := i.valueFromIdx
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c := i.countAtIdx
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if h.RecordValues(v, c) != nil {
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dropped += c
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}
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}
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return
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}
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// TotalCount returns total number of values recorded.
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func (h *Histogram) TotalCount() int64 {
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return h.totalCount
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}
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// Max returns the approximate maximum recorded value.
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func (h *Histogram) Max() int64 {
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var max int64
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i := h.iterator()
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for i.next() {
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if i.countAtIdx != 0 {
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max = i.highestEquivalentValue
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}
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}
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return h.highestEquivalentValue(max)
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}
|
||||
|
||||
// Min returns the approximate minimum recorded value.
|
||||
func (h *Histogram) Min() int64 {
|
||||
var min int64
|
||||
i := h.iterator()
|
||||
for i.next() {
|
||||
if i.countAtIdx != 0 && min == 0 {
|
||||
min = i.highestEquivalentValue
|
||||
break
|
||||
}
|
||||
}
|
||||
return h.lowestEquivalentValue(min)
|
||||
}
|
||||
|
||||
// Mean returns the approximate arithmetic mean of the recorded values.
|
||||
func (h *Histogram) Mean() float64 {
|
||||
if h.totalCount == 0 {
|
||||
return 0
|
||||
}
|
||||
var total int64
|
||||
i := h.iterator()
|
||||
for i.next() {
|
||||
if i.countAtIdx != 0 {
|
||||
total += i.countAtIdx * h.medianEquivalentValue(i.valueFromIdx)
|
||||
}
|
||||
}
|
||||
return float64(total) / float64(h.totalCount)
|
||||
}
|
||||
|
||||
// StdDev returns the approximate standard deviation of the recorded values.
|
||||
func (h *Histogram) StdDev() float64 {
|
||||
if h.totalCount == 0 {
|
||||
return 0
|
||||
}
|
||||
|
||||
mean := h.Mean()
|
||||
geometricDevTotal := 0.0
|
||||
|
||||
i := h.iterator()
|
||||
for i.next() {
|
||||
if i.countAtIdx != 0 {
|
||||
dev := float64(h.medianEquivalentValue(i.valueFromIdx)) - mean
|
||||
geometricDevTotal += (dev * dev) * float64(i.countAtIdx)
|
||||
}
|
||||
}
|
||||
|
||||
return math.Sqrt(geometricDevTotal / float64(h.totalCount))
|
||||
}
|
||||
|
||||
// Reset deletes all recorded values and restores the histogram to its original
|
||||
// state.
|
||||
func (h *Histogram) Reset() {
|
||||
h.totalCount = 0
|
||||
for i := range h.counts {
|
||||
h.counts[i] = 0
|
||||
}
|
||||
}
|
||||
|
||||
// RecordValue records the given value, returning an error if the value is out
|
||||
// of range.
|
||||
func (h *Histogram) RecordValue(v int64) error {
|
||||
return h.RecordValues(v, 1)
|
||||
}
|
||||
|
||||
// RecordCorrectedValue records the given value, correcting for stalls in the
|
||||
// recording process. This only works for processes which are recording values
|
||||
// at an expected interval (e.g., doing jitter analysis). Processes which are
|
||||
// recording ad-hoc values (e.g., latency for incoming requests) can't take
|
||||
// advantage of this.
|
||||
func (h *Histogram) RecordCorrectedValue(v, expectedInterval int64) error {
|
||||
if err := h.RecordValue(v); err != nil {
|
||||
return err
|
||||
}
|
||||
|
||||
if expectedInterval <= 0 || v <= expectedInterval {
|
||||
return nil
|
||||
}
|
||||
|
||||
missingValue := v - expectedInterval
|
||||
for missingValue >= expectedInterval {
|
||||
if err := h.RecordValue(missingValue); err != nil {
|
||||
return err
|
||||
}
|
||||
missingValue -= expectedInterval
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
// RecordValues records n occurrences of the given value, returning an error if
|
||||
// the value is out of range.
|
||||
func (h *Histogram) RecordValues(v, n int64) error {
|
||||
idx := h.countsIndexFor(v)
|
||||
if idx < 0 || int(h.countsLen) <= idx {
|
||||
return fmt.Errorf("value %d is too large to be recorded", v)
|
||||
}
|
||||
h.counts[idx] += n
|
||||
h.totalCount += n
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
// ValueAtQuantile returns the recorded value at the given quantile (0..100).
|
||||
func (h *Histogram) ValueAtQuantile(q float64) int64 {
|
||||
if q > 100 {
|
||||
q = 100
|
||||
}
|
||||
|
||||
total := int64(0)
|
||||
countAtPercentile := int64(((q / 100) * float64(h.totalCount)) + 0.5)
|
||||
|
||||
i := h.iterator()
|
||||
for i.next() {
|
||||
total += i.countAtIdx
|
||||
if total >= countAtPercentile {
|
||||
return h.highestEquivalentValue(i.valueFromIdx)
|
||||
}
|
||||
}
|
||||
|
||||
return 0
|
||||
}
|
||||
|
||||
// CumulativeDistribution returns an ordered list of brackets of the
|
||||
// distribution of recorded values.
|
||||
func (h *Histogram) CumulativeDistribution() []Bracket {
|
||||
var result []Bracket
|
||||
|
||||
i := h.pIterator(1)
|
||||
for i.next() {
|
||||
result = append(result, Bracket{
|
||||
Quantile: i.percentile,
|
||||
Count: i.countToIdx,
|
||||
ValueAt: i.highestEquivalentValue,
|
||||
})
|
||||
}
|
||||
|
||||
return result
|
||||
}
|
||||
|
||||
// SignificantFigures returns the significant figures used to create the
|
||||
// histogram
|
||||
func (h *Histogram) SignificantFigures() int64 {
|
||||
return h.significantFigures
|
||||
}
|
||||
|
||||
// LowestTrackableValue returns the lower bound on values that will be added
|
||||
// to the histogram
|
||||
func (h *Histogram) LowestTrackableValue() int64 {
|
||||
return h.lowestTrackableValue
|
||||
}
|
||||
|
||||
// HighestTrackableValue returns the upper bound on values that will be added
|
||||
// to the histogram
|
||||
func (h *Histogram) HighestTrackableValue() int64 {
|
||||
return h.highestTrackableValue
|
||||
}
|
||||
|
||||
// Histogram bar for plotting
|
||||
type Bar struct {
|
||||
From, To, Count int64
|
||||
}
|
||||
|
||||
// Pretty print as csv for easy plotting
|
||||
func (b Bar) String() string {
|
||||
return fmt.Sprintf("%v, %v, %v\n", b.From, b.To, b.Count)
|
||||
}
|
||||
|
||||
// Distribution returns an ordered list of bars of the
|
||||
// distribution of recorded values, counts can be normalized to a probability
|
||||
func (h *Histogram) Distribution() (result []Bar) {
|
||||
i := h.iterator()
|
||||
for i.next() {
|
||||
result = append(result, Bar{
|
||||
Count: i.countAtIdx,
|
||||
From: h.lowestEquivalentValue(i.valueFromIdx),
|
||||
To: i.highestEquivalentValue,
|
||||
})
|
||||
}
|
||||
|
||||
return result
|
||||
}
|
||||
|
||||
// Equals returns true if the two Histograms are equivalent, false if not.
|
||||
func (h *Histogram) Equals(other *Histogram) bool {
|
||||
switch {
|
||||
case
|
||||
h.lowestTrackableValue != other.lowestTrackableValue,
|
||||
h.highestTrackableValue != other.highestTrackableValue,
|
||||
h.unitMagnitude != other.unitMagnitude,
|
||||
h.significantFigures != other.significantFigures,
|
||||
h.subBucketHalfCountMagnitude != other.subBucketHalfCountMagnitude,
|
||||
h.subBucketHalfCount != other.subBucketHalfCount,
|
||||
h.subBucketMask != other.subBucketMask,
|
||||
h.subBucketCount != other.subBucketCount,
|
||||
h.bucketCount != other.bucketCount,
|
||||
h.countsLen != other.countsLen,
|
||||
h.totalCount != other.totalCount:
|
||||
return false
|
||||
default:
|
||||
for i, c := range h.counts {
|
||||
if c != other.counts[i] {
|
||||
return false
|
||||
}
|
||||
}
|
||||
}
|
||||
return true
|
||||
}
|
||||
|
||||
// Export returns a snapshot view of the Histogram. This can be later passed to
|
||||
// Import to construct a new Histogram with the same state.
|
||||
func (h *Histogram) Export() *Snapshot {
|
||||
return &Snapshot{
|
||||
LowestTrackableValue: h.lowestTrackableValue,
|
||||
HighestTrackableValue: h.highestTrackableValue,
|
||||
SignificantFigures: h.significantFigures,
|
||||
Counts: append([]int64(nil), h.counts...), // copy
|
||||
}
|
||||
}
|
||||
|
||||
// Import returns a new Histogram populated from the Snapshot data (which the
|
||||
// caller must stop accessing).
|
||||
func Import(s *Snapshot) *Histogram {
|
||||
h := New(s.LowestTrackableValue, s.HighestTrackableValue, int(s.SignificantFigures))
|
||||
h.counts = s.Counts
|
||||
totalCount := int64(0)
|
||||
for i := int32(0); i < h.countsLen; i++ {
|
||||
countAtIndex := h.counts[i]
|
||||
if countAtIndex > 0 {
|
||||
totalCount += countAtIndex
|
||||
}
|
||||
}
|
||||
h.totalCount = totalCount
|
||||
return h
|
||||
}
|
||||
|
||||
func (h *Histogram) iterator() *iterator {
|
||||
return &iterator{
|
||||
h: h,
|
||||
subBucketIdx: -1,
|
||||
}
|
||||
}
|
||||
|
||||
func (h *Histogram) rIterator() *rIterator {
|
||||
return &rIterator{
|
||||
iterator: iterator{
|
||||
h: h,
|
||||
subBucketIdx: -1,
|
||||
},
|
||||
}
|
||||
}
|
||||
|
||||
func (h *Histogram) pIterator(ticksPerHalfDistance int32) *pIterator {
|
||||
return &pIterator{
|
||||
iterator: iterator{
|
||||
h: h,
|
||||
subBucketIdx: -1,
|
||||
},
|
||||
ticksPerHalfDistance: ticksPerHalfDistance,
|
||||
}
|
||||
}
|
||||
|
||||
func (h *Histogram) sizeOfEquivalentValueRange(v int64) int64 {
|
||||
bucketIdx := h.getBucketIndex(v)
|
||||
subBucketIdx := h.getSubBucketIdx(v, bucketIdx)
|
||||
adjustedBucket := bucketIdx
|
||||
if subBucketIdx >= h.subBucketCount {
|
||||
adjustedBucket++
|
||||
}
|
||||
return int64(1) << uint(h.unitMagnitude+int64(adjustedBucket))
|
||||
}
|
||||
|
||||
func (h *Histogram) valueFromIndex(bucketIdx, subBucketIdx int32) int64 {
|
||||
return int64(subBucketIdx) << uint(int64(bucketIdx)+h.unitMagnitude)
|
||||
}
|
||||
|
||||
func (h *Histogram) lowestEquivalentValue(v int64) int64 {
|
||||
bucketIdx := h.getBucketIndex(v)
|
||||
subBucketIdx := h.getSubBucketIdx(v, bucketIdx)
|
||||
return h.valueFromIndex(bucketIdx, subBucketIdx)
|
||||
}
|
||||
|
||||
func (h *Histogram) nextNonEquivalentValue(v int64) int64 {
|
||||
return h.lowestEquivalentValue(v) + h.sizeOfEquivalentValueRange(v)
|
||||
}
|
||||
|
||||
func (h *Histogram) highestEquivalentValue(v int64) int64 {
|
||||
return h.nextNonEquivalentValue(v) - 1
|
||||
}
|
||||
|
||||
func (h *Histogram) medianEquivalentValue(v int64) int64 {
|
||||
return h.lowestEquivalentValue(v) + (h.sizeOfEquivalentValueRange(v) >> 1)
|
||||
}
|
||||
|
||||
func (h *Histogram) getCountAtIndex(bucketIdx, subBucketIdx int32) int64 {
|
||||
return h.counts[h.countsIndex(bucketIdx, subBucketIdx)]
|
||||
}
|
||||
|
||||
func (h *Histogram) countsIndex(bucketIdx, subBucketIdx int32) int32 {
|
||||
bucketBaseIdx := (bucketIdx + 1) << uint(h.subBucketHalfCountMagnitude)
|
||||
offsetInBucket := subBucketIdx - h.subBucketHalfCount
|
||||
return bucketBaseIdx + offsetInBucket
|
||||
}
|
||||
|
||||
func (h *Histogram) getBucketIndex(v int64) int32 {
|
||||
pow2Ceiling := bitLen(v | h.subBucketMask)
|
||||
return int32(pow2Ceiling - int64(h.unitMagnitude) -
|
||||
int64(h.subBucketHalfCountMagnitude+1))
|
||||
}
|
||||
|
||||
func (h *Histogram) getSubBucketIdx(v int64, idx int32) int32 {
|
||||
return int32(v >> uint(int64(idx)+int64(h.unitMagnitude)))
|
||||
}
|
||||
|
||||
func (h *Histogram) countsIndexFor(v int64) int {
|
||||
bucketIdx := h.getBucketIndex(v)
|
||||
subBucketIdx := h.getSubBucketIdx(v, bucketIdx)
|
||||
return int(h.countsIndex(bucketIdx, subBucketIdx))
|
||||
}
|
||||
|
||||
type iterator struct {
|
||||
h *Histogram
|
||||
bucketIdx, subBucketIdx int32
|
||||
countAtIdx, countToIdx, valueFromIdx int64
|
||||
highestEquivalentValue int64
|
||||
}
|
||||
|
||||
func (i *iterator) next() bool {
|
||||
if i.countToIdx >= i.h.totalCount {
|
||||
return false
|
||||
}
|
||||
|
||||
// increment bucket
|
||||
i.subBucketIdx++
|
||||
if i.subBucketIdx >= i.h.subBucketCount {
|
||||
i.subBucketIdx = i.h.subBucketHalfCount
|
||||
i.bucketIdx++
|
||||
}
|
||||
|
||||
if i.bucketIdx >= i.h.bucketCount {
|
||||
return false
|
||||
}
|
||||
|
||||
i.countAtIdx = i.h.getCountAtIndex(i.bucketIdx, i.subBucketIdx)
|
||||
i.countToIdx += i.countAtIdx
|
||||
i.valueFromIdx = i.h.valueFromIndex(i.bucketIdx, i.subBucketIdx)
|
||||
i.highestEquivalentValue = i.h.highestEquivalentValue(i.valueFromIdx)
|
||||
|
||||
return true
|
||||
}
|
||||
|
||||
type rIterator struct {
|
||||
iterator
|
||||
countAddedThisStep int64
|
||||
}
|
||||
|
||||
func (r *rIterator) next() bool {
|
||||
for r.iterator.next() {
|
||||
if r.countAtIdx != 0 {
|
||||
r.countAddedThisStep = r.countAtIdx
|
||||
return true
|
||||
}
|
||||
}
|
||||
return false
|
||||
}
|
||||
|
||||
type pIterator struct {
|
||||
iterator
|
||||
seenLastValue bool
|
||||
ticksPerHalfDistance int32
|
||||
percentileToIteratorTo float64
|
||||
percentile float64
|
||||
}
|
||||
|
||||
func (p *pIterator) next() bool {
|
||||
if !(p.countToIdx < p.h.totalCount) {
|
||||
if p.seenLastValue {
|
||||
return false
|
||||
}
|
||||
|
||||
p.seenLastValue = true
|
||||
p.percentile = 100
|
||||
|
||||
return true
|
||||
}
|
||||
|
||||
if p.subBucketIdx == -1 && !p.iterator.next() {
|
||||
return false
|
||||
}
|
||||
|
||||
var done = false
|
||||
for !done {
|
||||
currentPercentile := (100.0 * float64(p.countToIdx)) / float64(p.h.totalCount)
|
||||
if p.countAtIdx != 0 && p.percentileToIteratorTo <= currentPercentile {
|
||||
p.percentile = p.percentileToIteratorTo
|
||||
halfDistance := math.Trunc(math.Pow(2, math.Trunc(math.Log2(100.0/(100.0-p.percentileToIteratorTo)))+1))
|
||||
percentileReportingTicks := float64(p.ticksPerHalfDistance) * halfDistance
|
||||
p.percentileToIteratorTo += 100.0 / percentileReportingTicks
|
||||
return true
|
||||
}
|
||||
done = !p.iterator.next()
|
||||
}
|
||||
|
||||
return true
|
||||
}
|
||||
|
||||
func bitLen(x int64) (n int64) {
|
||||
for ; x >= 0x8000; x >>= 16 {
|
||||
n += 16
|
||||
}
|
||||
if x >= 0x80 {
|
||||
x >>= 8
|
||||
n += 8
|
||||
}
|
||||
if x >= 0x8 {
|
||||
x >>= 4
|
||||
n += 4
|
||||
}
|
||||
if x >= 0x2 {
|
||||
x >>= 2
|
||||
n += 2
|
||||
}
|
||||
if x >= 0x1 {
|
||||
n++
|
||||
}
|
||||
return
|
||||
}
|
||||
+45
@@ -0,0 +1,45 @@
|
||||
package hdrhistogram
|
||||
|
||||
// A WindowedHistogram combines histograms to provide windowed statistics.
|
||||
type WindowedHistogram struct {
|
||||
idx int
|
||||
h []Histogram
|
||||
m *Histogram
|
||||
|
||||
Current *Histogram
|
||||
}
|
||||
|
||||
// NewWindowed creates a new WindowedHistogram with N underlying histograms with
|
||||
// the given parameters.
|
||||
func NewWindowed(n int, minValue, maxValue int64, sigfigs int) *WindowedHistogram {
|
||||
w := WindowedHistogram{
|
||||
idx: -1,
|
||||
h: make([]Histogram, n),
|
||||
m: New(minValue, maxValue, sigfigs),
|
||||
}
|
||||
|
||||
for i := range w.h {
|
||||
w.h[i] = *New(minValue, maxValue, sigfigs)
|
||||
}
|
||||
w.Rotate()
|
||||
|
||||
return &w
|
||||
}
|
||||
|
||||
// Merge returns a histogram which includes the recorded values from all the
|
||||
// sections of the window.
|
||||
func (w *WindowedHistogram) Merge() *Histogram {
|
||||
w.m.Reset()
|
||||
for _, h := range w.h {
|
||||
w.m.Merge(&h)
|
||||
}
|
||||
return w.m
|
||||
}
|
||||
|
||||
// Rotate resets the oldest histogram and rotates it to be used as the current
|
||||
// histogram.
|
||||
func (w *WindowedHistogram) Rotate() {
|
||||
w.idx++
|
||||
w.Current = &w.h[w.idx%len(w.h)]
|
||||
w.Current.Reset()
|
||||
}
|
||||
Reference in New Issue
Block a user