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Add the Exponential Histogram and other aggregators for review LS-29757 #174

Merged
merged 10 commits into from
Jun 9, 2022
128 changes: 128 additions & 0 deletions lightstep/sdk/metric/aggregator/aggregation/aggregation.go
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// Copyright The OpenTelemetry Authors
//
// 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.

//go:generate stringer -type=Category,Kind

package aggregation // import "github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/aggregator/aggregation"

import (
"github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/number"
"github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/sdkinstrument"
)

// These interfaces describe the various ways to access state from an
// Aggregation.

type (
// Aggregation is an interface returned by the Aggregator
// containing an interval of metric data.
Aggregation interface {
Kind() Kind
}

// HasASum
HasASum interface {
Sum() number.Number
}

// Sum returns an aggregated sum.
Sum interface {
// Review NOTE: Should this be Total() or Value()?
HasASum
IsMonotonic() bool
}

// Gauge returns the latest value that was aggregated.
Gauge interface {
Aggregation

// Review NOTE: Should this be LastValue() or Value()?
Gauge() number.Number
}

// Histogram returns the count of events in exponential-scale
// buckets defined as a function of a scale parameter. See a
// detailed explanation in the OpenTelemetry metrics data
// model:
// https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/metrics/datamodel.md#exponentialhistogram
Histogram interface {
Aggregation
Count() uint64
HasASum
Scale() int32
ZeroCount() uint64
Positive() Buckets
Negative() Buckets
}

// Buckets describes a range of consecutive buckets, starting
// at Offset(). This type is used to encode either the
// positive or negative ranges of an Histogram.
Buckets interface {
Offset() int32
Len() uint32
At(uint32) uint64
}
)

// Category constants describe semantic kind. For the histogram
// category there are multiple implementations, for those distinctions
// as well as Drop, use Kind.
type Category int

const (
UndefinedCategory Category = iota
MonotonicSumCategory
NonMonotonicSumCategory
GaugeCategory
HistogramCategory
)

type Kind int

const (
UndefinedKind Kind = iota
DropKind
AnySumKind
MonotonicSumKind
NonMonotonicSumKind
GaugeKind
HistogramKind
)

func (k Kind) Category(ik sdkinstrument.Kind) Category {
switch k {
case AnySumKind:
switch ik {
case sdkinstrument.HistogramKind, sdkinstrument.CounterKind, sdkinstrument.CounterObserverKind:
return MonotonicSumCategory
case sdkinstrument.UpDownCounterKind, sdkinstrument.UpDownCounterObserverKind:
return NonMonotonicSumCategory
}
return UndefinedCategory
case MonotonicSumKind:
return MonotonicSumCategory
case NonMonotonicSumKind:
return NonMonotonicSumCategory
case GaugeKind:
return GaugeCategory
case HistogramKind:
return HistogramCategory
default:
return UndefinedCategory
}
}

// KindSelector is a per-instrument-kind Kind choice.
type KindSelector func(sdkinstrument.Kind) Kind
50 changes: 50 additions & 0 deletions lightstep/sdk/metric/aggregator/aggregation/category_string.go

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51 changes: 51 additions & 0 deletions lightstep/sdk/metric/aggregator/aggregation/temporality.go
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// Copyright The OpenTelemetry Authors
//
// 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.

//go:generate stringer -type=Temporality

package aggregation // import "github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/aggregator/aggregation"

import "github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/sdkinstrument"

type Temporality uint8

const (
// UndefinedTemporality indicates that temporality is not defined.
UndefinedTemporality Temporality = 0

// CumulativeTemporality indicates that an Exporter expects a
// Cumulative Aggregation.
CumulativeTemporality Temporality = 1

// DeltaTemporality indicates that an Exporter expects a
// Delta Aggregation.
DeltaTemporality Temporality = 2
)

type TemporalitySelector func(sdkinstrument.Kind) Temporality

type TemporalityTrait interface {
Temporality() Temporality
}

type DeltaTemporalityTrait struct{}
type CumulativeTemporalityTrait struct{}

func (DeltaTemporalityTrait) Temporality() Temporality {
return DeltaTemporality
}

func (CumulativeTemporalityTrait) Temporality() Temporality {
return CumulativeTemporality
}
25 changes: 25 additions & 0 deletions lightstep/sdk/metric/aggregator/aggregation/temporality_string.go

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121 changes: 121 additions & 0 deletions lightstep/sdk/metric/aggregator/aggregator.go
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// Copyright The OpenTelemetry Authors
//
// 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 aggregator // import "github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/aggregator"

import (
"fmt"

"github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/aggregator/aggregation"
"github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/number"
"github.com/lightstep/otel-launcher-go/lightstep/sdk/metric/sdkinstrument"
"go.opentelemetry.io/otel"
)

// Sentinel errors for Aggregator interface.
var (
ErrNegativeInput = fmt.Errorf("negative value is out of range for this instrument")
ErrNaNInput = fmt.Errorf("NaN value is an invalid input")
ErrInfInput = fmt.Errorf("±Inf value is an invalid input")
)

// RangeTest is a common routine for testing for valid input values.
// This rejects NaN and Inf values. This rejects negative values when the
// aggregation does not support negative values, including
// monotonic counter metrics and Histogram metrics.
func RangeTest[N number.Any, Traits number.Traits[N]](num N, kind sdkinstrument.Kind) bool {
var traits Traits

if traits.IsInf(num) {
otel.Handle(ErrInfInput)
return false
}

if traits.IsNaN(num) {
otel.Handle(ErrNaNInput)
return false
}

// Check for negative values
switch kind {
case sdkinstrument.CounterKind,
sdkinstrument.HistogramKind:
if num < 0 {
otel.Handle(ErrNegativeInput)
return false
}
}
return true
}

type HistogramConfig struct {
MaxSize int32
}

type Config struct {
Histogram HistogramConfig
}

// Methods implements a specific aggregation behavior. Methods
// are parameterized by the type of the number (int64, float64),
// the Storage (generally an `Storage` struct in the same package).
type Methods[N number.Any, Storage any] interface {
// Init initializes the storage.
Init(ptr *Storage, cfg Config)

// Update modifies the aggregator concurrently with respect to
// Move() or Copy()
Update(ptr *Storage, number N)

// Move atomically copies `input` to `output` and resets the
// `input` to the zero state. The change to `input` is
// synchronized with `Update()`. The change to `output` is
// synchronized with the accessor methods in ./aggregation.
Move(input, output *Storage)

// Merge adds the contents of `input` to `output`. The read
// of `input` is unsynchronized. The write to `output` is
// synchronized with concurrent `Merge()` calls (writing) and
// concurrent `Copy()` calls (reading).
Merge(input, output *Storage)

// Copy replaces the contents of `output` with `input`. The
// read from `input` is synchronized with `Merge()` calls.
Copy(input, output *Storage)

// SubtractSwap performs `*operand = *value - *operand`
// without synchronization. We are not concerned with
// synchronization because this is only used for asynchronous
// instruments.
SubtractSwap(value, operand *Storage)

// ToAggregation returns an exporter-ready value.
ToAggregation(ptr *Storage) aggregation.Aggregation

// ToStorage returns the underlying storage of an existing Aggregation.
ToStorage(aggregation.Aggregation) (*Storage, bool)

// Kind returns the Kind of aggregator.
Kind() aggregation.Kind

// HasChange returns true if there have been any (discernible)
// Updates. This tests whether an aggregation has zero sum,
// zero count, or zero difference, depending on the
// aggregation. If the instrument is asynchronous, this will
// be called after subtraction.
HasChange(ptr *Storage) bool
}

// ConfigSelector is a per-instrument-kind, per-number-kind Config choice.
type ConfigSelector func(sdkinstrument.Kind) (int64Config, float64Config Config)
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