otelcol.processor.memory_limiter
otelcol.processor.memory_limiter
is used to prevent out of memory situations
on a telemetry pipeline by performing periodic checks of memory usage. If
usage exceeds the defined limits, data is dropped and garbage collections
are triggered to reduce it.
The memory_limiter
component uses both soft and hard limits, where the hard limit
is always equal or larger than the soft limit. When memory usage goes above the
soft limit, the processor component drops data and returns errors to the
preceding components in the pipeline. When usage exceeds the hard
limit, the processor forces a garbage collection in order to try and free
memory. When usage is below the soft limit, no data is dropped and no forced
garbage collection is performed.
NOTE:
otelcol.processor.memory_limiter
is a wrapper over the upstream OpenTelemetry Collectormemorylimiter
processor. Bug reports or feature requests will be redirected to the upstream repository, if necessary.
Multiple otelcol.processor.memory_limiter
components can be specified by
giving them different labels.
Usage
otelcol.processor.memory_limiter "LABEL" {
check_interval = "1s"
limit = "50MiB" // alternatively, set `limit_percentage` and `spike_limit_percentage`
output {
metrics = [...]
logs = [...]
traces = [...]
}
}
Arguments
otelcol.processor.memory_limiter
supports the following arguments:
Name | Type | Description | Default | Required |
---|---|---|---|---|
check_interval | duration | How often to check memory usage. | yes | |
limit | string | Maximum amount of memory targeted to be allocated by the process heap. | "0MiB" | no |
spike_limit | string | Maximum spike expected between the measurements of memory usage. | 20% of limit | no |
limit_percentage | int | Maximum amount of total available memory targeted to be allocated by the process heap. | 0 | no |
spike_limit_percentage | int | Maximum spike expected between the measurements of memory usage. | 0 | no |
The arguments must define either limit
or the limit_percentage, spike_limit_percentage
pair, but not both.
The configuration options limit
and limit_percentage
define the hard
limits. The soft limits are then calculated as the hard limit minus the
spike_limit
or spike_limit_percentage
values respectively. The recommended
value for spike limits is about 20% of the corresponding hard limit.
The recommended check_interval
value is 1 second. If the traffic through the
component is spiky in nature, it is recommended to either decrease the interval
or increase the spike limit to avoid going over the hard limit.
The limit
and spike_limit
values must be larger than 1 MiB.
Blocks
The following blocks are supported inside the definition of
otelcol.processor.memory_limiter
:
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 any telemetry signal (metrics,
logs, or traces).
Component health
otelcol.processor.memory_limiter
is only reported as unhealthy if given an invalid
configuration.
Debug information
otelcol.processor.memory_limiter
does not expose any component-specific debug
information.
Compatible components
otelcol.processor.memory_limiter
can accept arguments from the following components:
- Components that export OpenTelemetry
otelcol.Consumer
otelcol.processor.memory_limiter
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.