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helpers.go
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helpers.go
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package otelcollector
import (
"encoding/base64"
"encoding/json"
"strconv"
"strings"
"go.opentelemetry.io/collector/pdata/pcommon"
"go.opentelemetry.io/collector/pdata/plog"
"go.opentelemetry.io/collector/pdata/pmetric"
"go.opentelemetry.io/collector/pdata/ptrace"
"google.golang.org/protobuf/proto"
"github.com/fluxninja/aperture/v2/pkg/log"
"github.com/fluxninja/aperture/v2/pkg/utils"
)
// IterAction describes whether to keep or discard an item processed by an iteration callback.
type IterAction bool
const (
// Keep means keep this item and continue.
Keep IterAction = true
// Discard means remove this item and continue.
Discard = false
)
// IterateLogRecords calls given function for each logRecord.
//
// The callback should return whether a log record should be kept or removed.
func IterateLogRecords(ld plog.Logs, fn func(plog.LogRecord) IterAction) {
ld.ResourceLogs().RemoveIf(func(resourceLogs plog.ResourceLogs) bool {
resourceLogs.ScopeLogs().RemoveIf(func(scopeLogs plog.ScopeLogs) bool {
scopeLogs.LogRecords().RemoveIf(func(logRecord plog.LogRecord) bool {
return fn(logRecord) == Discard //nolint:gosimple
})
return scopeLogs.LogRecords().Len() == 0
})
return resourceLogs.ScopeLogs().Len() == 0
})
}
// IterateSpans calls given function for each span.
func IterateSpans(td ptrace.Traces, fn func(ptrace.Span)) {
resourceSpansSlice := td.ResourceSpans()
for resourceSpansIt := 0; resourceSpansIt < resourceSpansSlice.Len(); resourceSpansIt++ {
resourceSpans := resourceSpansSlice.At(resourceSpansIt)
scopeSpansSlice := resourceSpans.ScopeSpans()
for scopeSpansIt := 0; scopeSpansIt < scopeSpansSlice.Len(); scopeSpansIt++ {
scopeSpans := scopeSpansSlice.At(scopeSpansIt)
spansSlice := scopeSpans.Spans()
for spansIt := 0; spansIt < spansSlice.Len(); spansIt++ {
span := spansSlice.At(spansIt)
fn(span)
}
}
}
}
// IterateMetrics calls given function for each metric.
func IterateMetrics(md pmetric.Metrics, fn func(pmetric.Metric)) {
resourceMetricsSlice := md.ResourceMetrics()
for resourceMetricsIt := 0; resourceMetricsIt < resourceMetricsSlice.Len(); resourceMetricsIt++ {
resourceMetrics := resourceMetricsSlice.At(resourceMetricsIt)
scopeMetricsSlice := resourceMetrics.ScopeMetrics()
for scopeMetricsIt := 0; scopeMetricsIt < scopeMetricsSlice.Len(); scopeMetricsIt++ {
scopeMetrics := scopeMetricsSlice.At(scopeMetricsIt)
metricsSlice := scopeMetrics.Metrics()
for metricsIt := 0; metricsIt < metricsSlice.Len(); metricsIt++ {
span := metricsSlice.At(metricsIt)
fn(span)
}
}
}
}
// IterateResourceMetrics calls given function for each metric.
func IterateResourceMetrics(md pmetric.Metrics, fn func(pmetric.ResourceMetrics)) {
resourceMetricsSlice := md.ResourceMetrics()
for resourceMetricsIt := 0; resourceMetricsIt < resourceMetricsSlice.Len(); resourceMetricsIt++ {
resourceMetrics := resourceMetricsSlice.At(resourceMetricsIt)
fn(resourceMetrics)
}
}
// IterateDataPoints calls given function for each metric data point.
func IterateDataPoints(metric pmetric.Metric, fn func(pcommon.Map)) {
switch metric.Type() {
case pmetric.MetricTypeGauge:
dataPoints := metric.Gauge().DataPoints()
for i := 0; i < dataPoints.Len(); i++ {
fn(dataPoints.At(i).Attributes())
}
case pmetric.MetricTypeSum:
dataPoints := metric.Sum().DataPoints()
for i := 0; i < dataPoints.Len(); i++ {
fn(dataPoints.At(i).Attributes())
}
case pmetric.MetricTypeSummary:
dataPoints := metric.Summary().DataPoints()
for i := 0; i < dataPoints.Len(); i++ {
fn(dataPoints.At(i).Attributes())
}
case pmetric.MetricTypeHistogram:
dataPoints := metric.Histogram().DataPoints()
for i := 0; i < dataPoints.Len(); i++ {
fn(dataPoints.At(i).Attributes())
}
case pmetric.MetricTypeExponentialHistogram:
dataPoints := metric.ExponentialHistogram().DataPoints()
for i := 0; i < dataPoints.Len(); i++ {
fn(dataPoints.At(i).Attributes())
}
}
}
type vtprotoMessage interface {
UnmarshalVT([]byte) error
}
// GetStruct is a helper for decoding complex structs encoded into an attribute
// as string.
//
// The attribute can be encoded as either:
// * JSON.
// * base64'd protobuf wire format, if `output` is `proto.Message`.
//
// Takes:
// attributes to read from
// label key to read in attributes
// output interface that is filled via json/proto unmarshal
// treatAsMissing is a list of values that are treated as attribute missing from source
//
// Returns true is label was decoded successfully, false otherwise.
func GetStruct(attributes pcommon.Map, label string, output interface{}, treatAsMissing []string) bool {
value, ok := attributes.Get(label)
if !ok {
log.Sample(noAttrSampler).
Warn().Str("label", label).Msg("Label does not exist in attributes map")
return false
}
if value.Type() != pcommon.ValueTypeStr {
log.Sample(notStringSampler).Warn().Str("label", label).Msg("Label is not a string")
return false
}
stringVal := value.Str()
for _, markerForMissing := range treatAsMissing {
if stringVal == markerForMissing {
log.Sample(missingAttrSampler).
Info().Str("label", label).Msg("Missing attribute from source")
return false
}
}
if msg, isProto := output.(proto.Message); isProto && !strings.HasPrefix(stringVal, "{") {
wireMsg, err := base64.StdEncoding.DecodeString(stringVal)
if err != nil {
log.Sample(failedBase64Sampler).
Warn().Err(err).Str("label", label).Msg("Failed to unmarshal as base64")
}
if vtmsg, isVt := msg.(vtprotoMessage); isVt {
err = vtmsg.UnmarshalVT(wireMsg)
if err != nil {
log.Sample(failedProtoSampler).
Warn().Err(err).Str("label", label).Msg("Failed to unmarshal as vtprotobuf")
}
return true
}
err = proto.Unmarshal(wireMsg, msg)
if err != nil {
log.Sample(failedProtoSampler).
Warn().Err(err).Str("label", label).Msg("Failed to unmarshal as protobuf")
}
return true
}
err := json.Unmarshal([]byte(stringVal), output)
if err != nil {
log.Sample(failedJSONSampler).
Warn().Err(err).Str("label", label).Msg("Failed to unmarshal as json")
}
return true
}
// GetFloat64 returns float64 value from given attribute map at given key.
func GetFloat64(attributes pcommon.Map, key string, treatAsMissing []string) (float64, bool) {
rawNewValue, exists := attributes.Get(key)
if !exists {
log.Trace().Str("key", key).Msg("Key not found")
return 0, false
}
if rawNewValue.Type() == pcommon.ValueTypeDouble {
return rawNewValue.Double(), true
} else if rawNewValue.Type() == pcommon.ValueTypeInt {
return float64(rawNewValue.Int()), true
} else if rawNewValue.Type() == pcommon.ValueTypeStr {
newValue, err := strconv.ParseFloat(rawNewValue.Str(), 64)
if err != nil {
for _, treatAsMissingValue := range treatAsMissing {
if rawNewValue.Str() == treatAsMissingValue {
return 0, false
}
}
log.Sample(failedFloatSampler).
Warn().Str("key", key).Str("value", rawNewValue.AsString()).
Msg("Failed parsing value as float")
return 0, false
}
return newValue, true
}
log.Sample(unsupportedFloatTypeSampler).
Warn().Str("key", key).Str("value", rawNewValue.AsString()).Msg("Unsupported value type")
return 0, false
}
var (
noAttrSampler = log.NewRatelimitingSampler()
notStringSampler = log.NewRatelimitingSampler()
missingAttrSampler = log.NewRatelimitingSampler()
failedBase64Sampler = log.NewRatelimitingSampler()
failedProtoSampler = log.NewRatelimitingSampler()
failedJSONSampler = log.NewRatelimitingSampler()
failedFloatSampler = log.NewRatelimitingSampler()
unsupportedFloatTypeSampler = log.NewRatelimitingSampler()
)
// Max returns the maximum value of the given values.
func Max(a, b float64) float64 {
if a > b {
return a
}
return b
}
// Min returns the minimum value of the given values.
func Min(a, b float64) float64 {
if a > b {
return b
}
return a
}
// EnforceIncludeList enforces the given include list on the given attributes.
func EnforceIncludeList(attributes pcommon.Map, includeList utils.Set[string]) {
attributes.RemoveIf(func(key string, _ pcommon.Value) bool {
return !includeList.Contains(key)
})
}
// EnforceExcludeList enforces the given exclude list on the given attributes.
func EnforceExcludeList(attributes pcommon.Map, excludeList utils.Set[string]) {
attributes.RemoveIf(func(key string, _ pcommon.Value) bool {
return excludeList.Contains(key)
})
}