Experimental
otelcol.processor.deltatocumulative
EXPERIMENTAL: This is an experimental component. Experimental components are subject to frequent breaking changes, and may be removed with no equivalent replacement. The
stability.level
flag must be set toexperimental
to use the component.
otelcol.processor.deltatocumulative
accepts metrics from other otelcol
components and converts metrics with the delta temporality to cumulative.
Note
otelcol.processor.deltatocumulative
is a wrapper over the upstream OpenTelemetry Collectordeltatocumulative
processor. Bug reports or feature requests will be redirected to the upstream repository, if necessary.
You can specify multiple otelcol.processor.deltatocumulative
components by giving them different labels.
Usage
otelcol.processor.deltatocumulative "LABEL" {
output {
metrics = [...]
}
}
Arguments
otelcol.processor.deltatocumulative
supports the following arguments:
Name | Type | Description | Default | Required |
---|---|---|---|---|
max_stale | duration | How long to wait for a new sample before marking a stream as stale. | "5m" | no |
max_streams | number | Upper limit of streams to track. Set to 0 to disable. | 0 | no |
otelcol.processor.deltatocumulative
tracks incoming metric streams.
Sum and exponential histogram metrics with delta temporality are tracked and converted into cumulative temporality.
If a new sample hasn’t been received since the duration specified by max_stale
, tracked streams are considered stale and dropped. max_stale
must be set to a duration greater than "0s"
.
The max_streams
attribute configures the upper limit of streams to track.
If the limit of tracked streams is reached, new incoming streams are dropped.
You can disable this behavior by setting max_streams
to 0
.
Blocks
The following blocks are supported inside the definition of otelcol.processor.deltatocumulative
:
Hierarchy | Block | Description | Required |
---|---|---|---|
output | output | Configures where to send received telemetry data. | yes |
debug_metrics | debug_metrics | Configures the metrics that this component generates to monitor its state. | no |
output block
The output
block configures a set of components to forward resulting telemetry data to.
The following arguments are supported:
Name | Type | Description | Default | Required |
---|---|---|---|---|
logs | list(otelcol.Consumer) | List of consumers to send logs to. | [] | no |
metrics | list(otelcol.Consumer) | List of consumers to send metrics to. | [] | no |
traces | list(otelcol.Consumer) | List of consumers to send traces to. | [] | no |
You must specify the output
block, but all its arguments are optional.
By default, telemetry data is dropped.
Configure the metrics
, logs
, and traces
arguments accordingly to send telemetry data to other components.
debug_metrics block
The debug_metrics
block configures the metrics that this component generates to monitor its state.
The following arguments are supported:
Name | Type | Description | Default | Required |
---|---|---|---|---|
disable_high_cardinality_metrics | boolean | Whether to disable certain high cardinality metrics. | true | no |
level | string | Controls the level of detail for metrics emitted by the wrapped collector. | "detailed" | no |
disable_high_cardinality_metrics
is the Grafana Alloy equivalent to the telemetry.disableHighCardinalityMetrics
feature gate in the OpenTelemetry Collector.
It removes attributes that could cause high cardinality metrics.
For example, attributes with IP addresses and port numbers in metrics about HTTP and gRPC connections are removed.
Note
If configured,disable_high_cardinality_metrics
only applies tootelcol.exporter.*
andotelcol.receiver.*
components.
level
is the Alloy equivalent to the telemetry.metrics.level
feature gate in the OpenTelemetry Collector.
Possible values are "none"
, "basic"
, "normal"
and "detailed"
.
Exported fields
The following fields are exported and can be referenced by other components:
Name | Type | Description |
---|---|---|
input | otelcol.Consumer | A value that other components can use to send telemetry data to. |
input
accepts otelcol.Consumer
data for metrics.
Component health
otelcol.processor.deltatocumulative
is only reported as unhealthy if given an invalid configuration.
Debug information
otelcol.processor.deltatocumulative
does not expose any component-specific debug information.
Debug metrics
otelcol_deltatocumulative_streams_tracked
(gauge): Number of streams currently tracked by the aggregation state.otelcol_deltatocumulative_streams_limit
(gauge): Upper limit of tracked streams.otelcol_deltatocumulative_streams_evicted
(counter): Total number of streams removed from tracking to ingest newer streams.otelcol_deltatocumulative_streams_max_stale_seconds
(gauge): Duration without new samples after which streams are dropped.otelcol_deltatocumulative_datapoints_processed
(counter): Total number of datapoints processed (successfully or unsuccessfully).otelcol_deltatocumulative_datapoints_dropped
(counter): Faulty datapoints that were dropped due to the reason given in thereason
label.otelcol_deltatocumulative_gaps_length
(counter): Total length of all gaps in the streams, such as being due to lost in transit.
Examples
Basic usage
This example converts delta temporality metrics to cumulative before sending it to otelcol.exporter.otlp for further processing:
otelcol.processor.deltatocumulative "default" {
output {
metrics = [otelcol.exporter.otlp.production.input]
}
}
otelcol.exporter.otlp "production" {
client {
endpoint = sys.env("OTLP_SERVER_ENDPOINT")
}
}
Exporting Prometheus data
This example converts delta temporality metrics to cumulative metrics before it is converted to Prometheus data, which requires cumulative temporality:
otelcol.processor.deltatocumulative "default" {
output {
metrics = [otelcol.exporter.prometheus.default.input]
}
}
otelcol.exporter.prometheus "default" {
forward_to = [prometheus.remote_write.default.receiver]
}
prometheus.remote_write "default" {
endpoint {
url = sys.env("PROMETHEUS_SERVER_URL")
}
}
Compatible components
otelcol.processor.deltatocumulative
can accept arguments from the following components:
- Components that export OpenTelemetry
otelcol.Consumer
otelcol.processor.deltatocumulative
has exports that can be consumed by the following components:
- Components that consume OpenTelemetry
otelcol.Consumer
Note
Connecting some components may not be sensible or components may require further configuration to make the connection work correctly. Refer to the linked documentation for more details.