obsreport

package
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 Go to latest Published: Jan 27, 2021 License: Apache-2.0 Imports: 11 Imported by: 0

Documentation

Overview

Package obsreport provides unified and consistent observability signals ( metrics, tracing, etc) for components of the OpenTelemetry collector.

The function Configure is used to control which signals are going to be generated. It provides functions for the typical operations of receivers, processors, and exporters.

Receivers should use the respective start and end according to the data type being received, ie.:

  • TraceData receive operations should use the pair: StartTraceDataReceiveOp/EndTraceDataReceiveOp

  • Metrics receive operations should use the pair: StartMetricsReceiveOp/EndMetricsReceiveOp

Similar for exporters:

  • TraceData export operations should use the pair: StartTraceDataExportOp/EndTraceDataExportOp

  • Metrics export operations should use the pair: StartMetricsExportOp/EndMetricsExportOp

The package is capable of generating legacy metrics by using the observability package allowing a controlled transition from legacy to the new metrics. The goal is to eventually remove the legacy metrics and use only the new metrics.

The main differences regarding the legacy metrics are:

1. "Amount of metric data" is measured as metric points (ie.: a single value in time), contrast it with number of time series used legacy. Number of metric data points is a more general concept regarding various metric formats.

2. Exporters measure the number of items, ie.: number of spans or metric points, that were sent and the ones for which the attempt to send failed. For more information about this see Notes below about reporting data loss.

3. All measurements of "amount of data" used in the new metrics for receivers and exporters should reflect their native formats, not the internal format used in the Collector. This is to facilitate reconciliation between Collector, client and backend. For instance: certain metric formats do not provide direct support for histograms and have predefined conventions to represent those, this conversion may end with a different number of time series and data points than the internal Collector format.

Notes:

* Data loss should be recorded only when the component itself remove the data from the pipeline. Legacy metrics for receivers used "dropped" in their names but these could be non-zero under normal operations and reflected no actual data loss when components like the "queued_retry" are used. New metrics were renamed to avoid this misunderstanding. Here are the general recommendations to report data loss:

  • Receivers reporting errors to clients typically result in the client re-sending the same data so it is more correct to report "receive errors", not actual data loss.

  • Exporters need to report individual failures to send data, but on typical production pipelines processors usually take care of retries, so these should be reported as "send errors".

  • Data "filtered out" should have its own metrics and not be confused with dropped data.

Naming Convention for New Metrics

Common Metrics: Metrics shared by different components should follow the convention below:

`<component>/<metric_name>`

As a label the metric should have at least `{<component>="<name>"}` where `<name>` is the name used in the configuration for the instance of the component, eg.:

`receiver/accepted_spans{receiver="opencensus",...}` `exporter/sent_spans{exporter="jaeger/prod",...}`

Component Specific Metrics: These metrics are implemented by specific components, eg.: batch processor. The general pattern is the same as the common metrics but with the addition of the component type (as it appears in the configuration) before the actual metric:

`<component>/<type>/<metric_name>`

Even metrics exclusive to a single type should follow the conventions above and also include the type (as written in the configuration) as part of the metric name since there could be multiple instances of the same type in different pipelines, eg.:

`processor/batch/batch_size_trigger_send{processor="batch/dev",...}`

Index

Constants

View Source 
const (
	// Key used to identify exporters in metrics and traces.
	ExporterKey = "exporter"

	// Key used to track spans sent by exporters.
	SentSpansKey = "sent_spans"
	// Key used to track spans that failed to be sent by exporters.
	FailedToSendSpansKey = "send_failed_spans"

	// Key used to track metric points sent by exporters.
	SentMetricPointsKey = "sent_metric_points"
	// Key used to track metric points that failed to be sent by exporters.
	FailedToSendMetricPointsKey = "send_failed_metric_points"

	// Key used to track logs sent by exporters.
	SentLogRecordsKey = "sent_log_records"
	// Key used to track logs that failed to be sent by exporters.
	FailedToSendLogRecordsKey = "send_failed_log_records"
)
View Source 
const (
	// Key used to identify processors in metrics and traces.
	ProcessorKey = "processor"

	// Key used to identify spans dropped by the Collector.
	DroppedSpansKey = "dropped_spans"

	// Key used to identify metric points dropped by the Collector.
	DroppedMetricPointsKey = "dropped_metric_points"

	// Key used to identify log records dropped by the Collector.
	DroppedLogRecordsKey = "dropped_log_records"
)
View Source 
const (
	// Key used to identify receivers in metrics and traces.
	ReceiverKey = "receiver"
	// Key used to identify the transport used to received the data.
	TransportKey = "transport"
	// Key used to identify the format of the data received.
	FormatKey = "format"

	// Key used to identify spans accepted by the Collector.
	AcceptedSpansKey = "accepted_spans"
	// Key used to identify spans refused (ie.: not ingested) by the Collector.
	RefusedSpansKey = "refused_spans"

	// Key used to identify metric points accepted by the Collector.
	AcceptedMetricPointsKey = "accepted_metric_points"
	// Key used to identify metric points refused (ie.: not ingested) by the
	// Collector.
	RefusedMetricPointsKey = "refused_metric_points"

	// Key used to identify log records accepted by the Collector.
	AcceptedLogRecordsKey = "accepted_log_records"
	// Key used to identify log records refused (ie.: not ingested) by the
	// Collector.
	RefusedLogRecordsKey = "refused_log_records"
)
View Source 
const (
	// ScraperKey used to identify scrapers in metrics and traces.
	ScraperKey = "scraper"

	// ScrapedMetricPointsKey used to identify metric points scraped by the
	// Collector.
	ScrapedMetricPointsKey = "scraped_metric_points"
	// ErroredMetricPointsKey used to identify metric points errored (i.e.
	// unable to be scraped) by the Collector.
	ErroredMetricPointsKey = "errored_metric_points"
)

Variables

This section is empty.

Functions

func AllViews 

func AllViews() (views []*view.View)

AllViews return the list of all views that needs to be configured.

func BuildProcessorCustomMetricName 

func BuildProcessorCustomMetricName(configType, metric string) string

BuildProcessorCustomMetricName is used to be build a metric name following the standards used in the Collector. The configType should be the same value used to identify the type on the config.

func Configure 

func Configure(level configtelemetry.Level) (views []*view.View)

Configure is used to control the settings that will be used by the obsreport package.

func EndLogsReceiveOp 

func EndLogsReceiveOp(
	receiverCtx context.Context,
	format string,
	numReceivedLogRecords int,
	err error,
)

EndLogsReceiveOp completes the receive operation that was started with StartLogsReceiveOp.

func EndMetricsReceiveOp 

func EndMetricsReceiveOp(
	receiverCtx context.Context,
	format string,
	numReceivedPoints int,
	err error,
)

EndMetricsReceiveOp completes the receive operation that was started with StartMetricsReceiveOp.

func EndMetricsScrapeOp 

func EndMetricsScrapeOp(
	scraperCtx context.Context,
	numScrapedMetrics int,
	err error,
)

EndMetricsScrapeOp completes the scrape operation that was started with StartMetricsScrapeOp.

func EndTraceDataReceiveOp 

func EndTraceDataReceiveOp(
	receiverCtx context.Context,
	format string,
	numReceivedSpans int,
	err error,
)

EndTraceDataReceiveOp completes the receive operation that was started with StartTraceDataReceiveOp.

func ExporterContext 

func ExporterContext(ctx context.Context, exporterName string) context.Context

ExporterContext adds the keys used when recording observability metrics to the given context returning the newly created context. This context should be used in related calls to the obsreport functions so metrics are properly recorded.

func GRPCServerWithObservabilityEnabled 

func GRPCServerWithObservabilityEnabled(extraOpts ...grpc.ServerOption) *grpc.Server

GRPCServerWithObservabilityEnabled creates a gRPC server that at a bare minimum has the OpenCensus ocgrpc server stats handler enabled for tracing and stats. Use it instead of invoking grpc.NewServer directly.

func ProcessorMetricViews 

func ProcessorMetricViews(configType string, legacyViews []*view.View) []*view.View

ProcessorMetricViews builds the metric views for custom metrics of processors.

func ReceiverContext 

func ReceiverContext(
	ctx context.Context,
	receiver string,
	transport string,
) context.Context

ReceiverContext adds the keys used when recording observability metrics to the given context returning the newly created context. This context should be used in related calls to the obsreport functions so metrics are properly recorded.

func ScraperContext 

func ScraperContext(
	ctx context.Context,
	receiver string,
	scraper string,
) context.Context

ScraperContext adds the keys used when recording observability metrics to the given context returning the newly created context. This context should be used in related calls to the obsreport functions so metrics are properly recorded.

func StartLogsReceiveOp 

func StartLogsReceiveOp(
	operationCtx context.Context,
	receiver string,
	transport string,
	opt ...StartReceiveOption,
) context.Context

StartLogsReceiveOp is called when a request is received from a client. The returned context should be used in other calls to the obsreport functions dealing with the same receive operation.

func StartMetricsReceiveOp 

func StartMetricsReceiveOp(
	operationCtx context.Context,
	receiver string,
	transport string,
	opt ...StartReceiveOption,
) context.Context

StartMetricsReceiveOp is called when a request is received from a client. The returned context should be used in other calls to the obsreport functions dealing with the same receive operation.

func StartMetricsScrapeOp 

func StartMetricsScrapeOp(
	scraperCtx context.Context,
	receiver string,
	scraper string,
) context.Context

StartMetricsScrapeOp is called when a scrape operation is started. The returned context should be used in other calls to the obsreport functions dealing with the same scrape operation.

func StartTraceDataReceiveOp 

func StartTraceDataReceiveOp(
	operationCtx context.Context,
	receiver string,
	transport string,
	opt ...StartReceiveOption,
) context.Context

StartTraceDataReceiveOp is called when a request is received from a client. The returned context should be used in other calls to the obsreport functions dealing with the same receive operation.

Types

type ExporterObsReport 

type ExporterObsReport struct {
	// contains filtered or unexported fields
}

func NewExporterObsReport 

func NewExporterObsReport(level configtelemetry.Level, exporterName string) *ExporterObsReport

func (*ExporterObsReport) EndLogsExportOp 

func (eor *ExporterObsReport) EndLogsExportOp(ctx context.Context, numLogRecords int, err error)

EndLogsExportOp completes the export operation that was started with StartLogsExportOp.

func (*ExporterObsReport) EndMetricsExportOp 

func (eor *ExporterObsReport) EndMetricsExportOp(ctx context.Context, numMetricPoints int, err error)

EndMetricsExportOp completes the export operation that was started with StartMetricsExportOp.

func (*ExporterObsReport) EndTracesExportOp 

func (eor *ExporterObsReport) EndTracesExportOp(ctx context.Context, numSpans int, err error)

EndTracesExportOp completes the export operation that was started with StartTracesExportOp.

func (*ExporterObsReport) StartLogsExportOp 

func (eor *ExporterObsReport) StartLogsExportOp(ctx context.Context) context.Context

StartLogsExportOp is called at the start of an Export operation. The returned context should be used in other calls to the ExporterObsReport functions dealing with the same export operation.

func (*ExporterObsReport) StartMetricsExportOp 

func (eor *ExporterObsReport) StartMetricsExportOp(ctx context.Context) context.Context

StartMetricsExportOp is called at the start of an Export operation. The returned context should be used in other calls to the ExporterObsReport functions dealing with the same export operation.

func (*ExporterObsReport) StartTracesExportOp 

func (eor *ExporterObsReport) StartTracesExportOp(ctx context.Context) context.Context

StartTracesExportOp is called at the start of an Export operation. The returned context should be used in other calls to the ExporterObsReport functions dealing with the same export operation.

type ProcessorObsReport 

type ProcessorObsReport struct {
	// contains filtered or unexported fields
}

func NewProcessorObsReport 

func NewProcessorObsReport(level configtelemetry.Level, processorName string) *ProcessorObsReport

func (*ProcessorObsReport) LogsAccepted 

func (por *ProcessorObsReport) LogsAccepted(ctx context.Context, numRecords int)

LogsAccepted reports that the logs were accepted.

func (*ProcessorObsReport) LogsDropped 

func (por *ProcessorObsReport) LogsDropped(ctx context.Context, numRecords int)

LogsDropped reports that the logs were dropped.

func (*ProcessorObsReport) LogsRefused 

func (por *ProcessorObsReport) LogsRefused(ctx context.Context, numRecords int)

LogsRefused reports that the logs were refused.

func (*ProcessorObsReport) MetricsAccepted 

func (por *ProcessorObsReport) MetricsAccepted(ctx context.Context, numPoints int)

MetricsAccepted reports that the metrics were accepted.

func (*ProcessorObsReport) MetricsDropped 

func (por *ProcessorObsReport) MetricsDropped(ctx context.Context, numPoints int)

MetricsDropped reports that the metrics were dropped.

func (*ProcessorObsReport) MetricsRefused 

func (por *ProcessorObsReport) MetricsRefused(ctx context.Context, numPoints int)

MetricsRefused reports that the metrics were refused.

func (*ProcessorObsReport) TracesAccepted 

func (por *ProcessorObsReport) TracesAccepted(ctx context.Context, numSpans int)

TracesAccepted reports that the trace data was accepted.

func (*ProcessorObsReport) TracesDropped 

func (por *ProcessorObsReport) TracesDropped(ctx context.Context, numSpans int)

TracesDropped reports that the trace data was dropped.

func (*ProcessorObsReport) TracesRefused 

func (por *ProcessorObsReport) TracesRefused(ctx context.Context, numSpans int)

TracesRefused reports that the trace data was refused.

type StartReceiveOption 

type StartReceiveOption func(*StartReceiveOptions)

StartReceiveOption function applues changes to StartReceiveOptions.

func WithLongLivedCtx 

func WithLongLivedCtx() StartReceiveOption

WithLongLivedCtx indicates that the context passed in the call outlives the receive operation at hand. Typically the long lived context is associated to a connection, eg.: a gRPC stream or a TCP connection, for which many batches of data are received in individual operations without a corresponding new context per operation.

Example: 

func (r *receiver) ClientConnect(ctx context.Context, rcvChan <-chan consumerdata.TraceData) {
    longLivedCtx := obsreport.ReceiverContext(ctx, r.config.Name(), r.transport, "")
    for {
        // Since the context outlives the individual receive operations call obsreport using
        // WithLongLivedCtx().
        ctx := obsreport.StartTraceDataReceiveOp(
            longLivedCtx,
            r.config.Name(),
            r.transport,
            obsreport.WithLongLivedCtx())

        td, ok := <-rcvChan
        var err error
        if ok {
            err = r.nextConsumer.ConsumeTraceData(ctx, td)
        }
        obsreport.EndTraceDataReceiveOp(
            ctx,
            r.format,
            len(td.Spans),
            err)
        if !ok {
            break
        }
    }
}

type StartReceiveOptions 

type StartReceiveOptions struct {
	// LongLivedCtx when true indicates that the context passed in the call
	// outlives the individual receive operation. See WithLongLivedCtx() for
	// more information.
	LongLivedCtx bool
}

StartReceiveOptions has the options related to starting a receive operation.

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