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Component #1823

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a5cf26d
Checkin the networking items.
mattdurham Sep 19, 2024
9e84aee
Fix for config updating and tests.
mattdurham Sep 20, 2024
1cf1e7a
Update internal/component/prometheus/remote/queue/network/loop.go
mattdurham Oct 1, 2024
5c49e9e
Update internal/component/prometheus/remote/queue/network/loop.go
mattdurham Oct 1, 2024
02a41e0
pr feedback
mattdurham Oct 1, 2024
8ab6a26
Merge branch 'wal_network' of github.com:grafana/alloy into wal_network
mattdurham Oct 1, 2024
a638c1a
pr feedback
mattdurham Oct 1, 2024
5abe271
simplify stats
mattdurham Oct 1, 2024
2d0eb00
simplify stats
mattdurham Oct 2, 2024
46e1764
Initial push.
mattdurham Oct 3, 2024
1e12b5e
dev.new-wal merge
mattdurham Oct 3, 2024
254dc4c
docs and some renaming
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Update docs/sources/reference/components/prometheus/prometheus.remote…
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2 changes: 1 addition & 1 deletion Makefile
Original file line number Diff line number Diff line change
Expand Up @@ -141,7 +141,7 @@ lint: alloylint
# final command runs tests for all other submodules.
test:
$(GO_ENV) go test $(GO_FLAGS) -race $(shell go list ./... | grep -v /integration-tests/)
$(GO_ENV) go test $(GO_FLAGS) ./internal/static/integrations/node_exporter ./internal/static/logs ./internal/component/otelcol/processor/tail_sampling ./internal/component/loki/source/file ./internal/component/loki/source/docker ./internal/component/prometheus/remote/queue/serialization
$(GO_ENV) go test $(GO_FLAGS) ./internal/static/integrations/node_exporter ./internal/static/logs ./internal/component/otelcol/processor/tail_sampling ./internal/component/loki/source/file ./internal/component/loki/source/docker ./internal/component/prometheus/remote/queue/serialization ./internal/component/prometheus/remote/queue/network
$(GO_ENV) find . -name go.mod -not -path "./go.mod" -execdir go test -race ./... \;

test-packages:
Expand Down
1 change: 1 addition & 0 deletions docs/sources/reference/compatibility/_index.md
Original file line number Diff line number Diff line change
Expand Up @@ -175,6 +175,7 @@ The following components, grouped by namespace, _export_ Prometheus `MetricsRece
{{< collapse title="prometheus" >}}
- [prometheus.relabel](../components/prometheus/prometheus.relabel)
- [prometheus.remote_write](../components/prometheus/prometheus.remote_write)
- [prometheus.write.queue](../components/prometheus/prometheus.write.queue)
{{< /collapse >}}

<!-- END GENERATED SECTION: EXPORTERS OF Prometheus `MetricsReceiver` -->
Expand Down
280 changes: 280 additions & 0 deletions docs/sources/reference/components/prometheus/prometheus.write.queue.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,280 @@
---
canonical: https://grafana.com/docs/alloy/latest/reference/components/prometheus/prometheus.write.queue/
description: Learn about prometheus.write.queue
title: prometheus.write.queue
---


<span class="badge docs-labels__stage docs-labels__item">Experimental</span>

# prometheus.write.queue

`prometheus.write.queue` collects metrics sent from other components into a
Write-Ahead Log (WAL) and forwards them over the network to a series of
user-supplied endpoints. Metrics are sent over the network using the
[Prometheus Remote Write protocol][remote_write-spec].

You can specify multiple `prometheus.write.queue` components by giving them different labels.

You should consider everything here extremely experimental and highly subject to change.
[emote_write-spec]: https://prometheus.io/docs/specs/remote_write_spec/



## Usage

```alloy
prometheus.write.queue "LABEL" {
endpoint "default "{
url = REMOTE_WRITE_URL

...
}

...
}
```

## Arguments

The following arguments are supported:

Name | Type | Description | Default | Required
---- | ---- | ----------- | ------- | --------
`ttl` | `time` | `duration` | How long the samples can be queued for before they are discarded. | `2h` | no

## Blocks

The following blocks are supported inside the definition of
`prometheus.write.queue`:

Hierarchy | Block | Description | Required
--------- | ----- | ----------- | --------
persistence | [persistence][] | Configuration for persistence | no
endpoint | [endpoint][] | Location to send metrics to. | no
endpoint > basic_auth | [basic_auth][] | Configure basic_auth for authenticating to the endpoint. | no

The `>` symbol indicates deeper levels of nesting. For example, `endpoint >
basic_auth` refers to a `basic_auth` block defined inside an
`endpoint` block.

[endpoint]: #endpoint-block
[basic_auth]: #basic_auth-block
[persistence]: #persistence-block

### persistence block

The `persistence` block describes how often and at what limits to write to disk. Persistence settings
are shared for each `endpoint`.

The following arguments are supported:

Name | Type | Description | Default | Required
---- | ---- |-------------------------------------------------------------------------------|---------| --------
`max_signals_to_batch` | `uint` | The maximum number of signals before they are batched to disk. | `10000` | no
`batch_interval` | `duration` | How often to batch signals to disk if `max_signals_to_batch` is not reached. | `5s` | no


### endpoint block

The `endpoint` block describes a single location to send metrics to. Multiple
`endpoint` blocks can be provided to send metrics to multiple locations. Each
`endpoint` will have its own WAL folder.

The following arguments are supported:

Name | Type | Description | Default | Required
---- | ---- |------------------------------------------------------------------| ------ | --------
`url` | `string` | Full URL to send metrics to. | | yes
`write_timeout` | `duration` | Timeout for requests made to the URL. | `"30s"` | no
`retry_backoff` | `duration` | How often to wait between retries. | `1s` | no
`max_retry_attempts` | Maximum number of retries before dropping the batch. | `0` | no
`batch_count` | `uint` | How many series to queue in each queue. | `1000` | no
`flush_interval` | `duration` | How often to wait until sending if `batch_count` is not trigger. | `1s` | no
`parallelism` | `uint` | How many parallel batches to write. | 10 | no
`external_labels` | `map(string)` | Labels to add to metrics sent over the network. | | no

### basic_auth block

{{< docs/shared lookup="reference/components/basic-auth-block.md" source="alloy" version="<ALLOY_VERSION>" >}}


## Exported fields

The following fields are exported and can be referenced by other components:

Name | Type | Description
---- | ---- | -----------
`receiver` | `MetricsReceiver` | A value that other components can use to send metrics to.

## Component health

`prometheus.write.queue` is only reported as unhealthy if given an invalid
configuration. In those cases, exported fields are kept at their last healthy
values.

## Debug information

`prometheus.write.queue` does not expose any component-specific debug
information.

## Debug metrics

The following metrics are provided for backward compatibility.
They generally behave the same, but there are likely edge cases where they differ.

* `prometheus_remote_write_wal_storage_created_series_total` (counter): Total number of created
series appended to the WAL.
* `prometheus_remote_write_wal_storage_removed_series_total` (counter): Total number of series
removed from the WAL.
* `prometheus_remote_write_wal_samples_appended_total` (counter): Total number of samples
appended to the WAL.
* `prometheus_remote_write_wal_exemplars_appended_total` (counter): Total number of exemplars
appended to the WAL.
* `prometheus_remote_storage_samples_total` (counter): Total number of samples
sent to remote storage.
* `prometheus_remote_storage_exemplars_total` (counter): Total number of
exemplars sent to remote storage.
* `prometheus_remote_storage_metadata_total` (counter): Total number of
metadata entries sent to remote storage.
* `prometheus_remote_storage_samples_failed_total` (counter): Total number of
samples that failed to send to remote storage due to non-recoverable errors.
* `prometheus_remote_storage_exemplars_failed_total` (counter): Total number of
exemplars that failed to send to remote storage due to non-recoverable errors.
* `prometheus_remote_storage_metadata_failed_total` (counter): Total number of
metadata entries that failed to send to remote storage due to
non-recoverable errors.
* `prometheus_remote_storage_samples_retries_total` (counter): Total number of
samples that failed to send to remote storage but were retried due to
recoverable errors.
* `prometheus_remote_storage_exemplars_retried_total` (counter): Total number of
exemplars that failed to send to remote storage but were retried due to
recoverable errors.
* `prometheus_remote_storage_metadata_retried_total` (counter): Total number of
metadata entries that failed to send to remote storage but were retried due
to recoverable errors.
* `prometheus_remote_storage_samples_dropped_total` (counter): Total number of
samples which were dropped after being read from the WAL before being sent to
remote_write because of an unknown reference ID.
* `prometheus_remote_storage_exemplars_dropped_total` (counter): Total number
of exemplars that were dropped after being read from the WAL before being
sent to remote_write because of an unknown reference ID.
* `prometheus_remote_storage_enqueue_retries_total` (counter): Total number of
times enqueue has failed because a shard's queue was full.
* `prometheus_remote_storage_sent_batch_duration_seconds` (histogram): Duration
of send calls to remote storage.
* `prometheus_remote_storage_queue_highest_sent_timestamp_seconds` (gauge):
Unix timestamp of the latest WAL sample successfully sent by a queue.
* `prometheus_remote_storage_samples_pending` (gauge): The number of samples
pending in shards to be sent to remote storage.
* `prometheus_remote_storage_exemplars_pending` (gauge): The number of
exemplars pending in shards to be sent to remote storage.
* `prometheus_remote_storage_samples_in_total` (counter): Samples read into
remote storage.
* `prometheus_remote_storage_exemplars_in_total` (counter): Exemplars read into
remote storage.

Metrics that are new to `prometheus.write.queue`. These are highly subject to change.

* `alloy_queue_series_serializer_incoming_signals` (counter): Total number of series written to serialization.
* `alloy_queue_metadata_serializer_incoming_signals` (counter): Total number of metadata written to serialization.
* `alloy_queue_series_serializer_incoming_timestamp_seconds` (gauge): Highest timestamp of incoming series.
* `alloy_queue_series_serializer_errors` (gauge): Number of errors for series written to serializer.
* `alloy_queue_metadata_serializer_errors` (gauge): Number of errors for metadata written to serializer.
* `alloy_queue_series_network_timestamp_seconds` (gauge): Highest timestamp written to an endpoint.
* `alloy_queue_series_network_sent` (counter): Number of series sent successfully.
* `alloy_queue_metadata_network_sent` (counter): Number of metadata sent successfully.
* `alloy_queue_network_series_failed` (counter): Number of series failed.
* `alloy_queue_network_metadata_failed` (counter): Number of metadata failed.
* `alloy_queue_network_series_retried` (counter): Number of series retried due to network issues.
* `alloy_queue_network_metadata_retried` (counter): Number of metadata retried due to network issues.
* `alloy_queue_network_series_retried_429` (counter): Number of series retried due to status code 429.
* `alloy_queue_network_metadata_retried_429` (counter): Number of metadata retried due to status code 429.
* `alloy_queue_network_series_retried_5xx` (counter): Number of series retried due to status code 5xx.
* `alloy_queue_network_metadata_retried_5xx` (counter): Number of metadata retried due to status code 5xx.
* `alloy_queue_network_series_network_duration_seconds` (histogram): Duration writing series to endpoint.
* `alloy_queue_network_metadata_network_duration_seconds` (histogram): Duration writing metadata to endpoint.
* `alloy_queue_network_series_network_errors` (counter): Number of errors writing series to network.
* `alloy_queue_network_metadata_network_errors` (counter): Number of errors writing metadata to network.

## Examples

The following examples show you how to create `prometheus.write.queue` components that send metrics to different destinations.

### Send metrics to a local Mimir instance

You can create a `prometheus.write.queue` component that sends your metrics to a local Mimir instance:

```alloy
prometheus.write.queue "staging" {
// Send metrics to a locally running Mimir.
endpoint "mimir" {
url = "http://mimir:9009/api/v1/push"

basic_auth {
username = "example-user"
password = "example-password"
}
}
}

// Configure a prometheus.scrape component to send metrics to
// prometheus.write.queue component.
prometheus.scrape "demo" {
targets = [
// Collect metrics from the default HTTP listen address.
{"__address__" = "127.0.0.1:12345"},
]
forward_to = [prometheus.write.queue.staging.receiver]
}

```

## Technical details

`prometheus.write.queue` uses [snappy][] for compression.
`prometheus.write.queue` sends native histograms by default.
Any labels that start with `__` will be removed before sending to the endpoint.

### Data retention

Data is written to disk in blocks utilizing [snappy][] compression. These blocks are read on startup and resent if they are still within the TTL.
Any data that has not been written to disk, or that is in the network queues is lost if {{< param "PRODUCT_NAME" >}} is restarted.

### Retries

`prometheus.write.queue` will retry sending data if the following errors or HTTP status codes are returned:

* Network errors.
* HTTP 429 errors.
* HTTP 5XX errors.

`prometheus.write.queue` will not retry sending data if any other unsuccessful status codes are returned.

### Memory

`prometheus.write.queue` is meant to be memory efficient.
You can adjust the `max_signals_to_batch`, `parallelism`, and `batch_size` to control how much memory is used.
A higher `max_signals_to_batch` allows for more efficient disk compression.
A higher `parallelism` allows more parallel writes, and `batch_size` allows more data sent at one time.
This can allow greater throughput at the cost of more memory on both {{< param "PRODUCT_NAME" >}} and the endpoint.
The defaults are suitable for most common usages.

<!-- START GENERATED COMPATIBLE COMPONENTS -->

## Compatible components

`prometheus.write.queue` has exports that can be consumed by the following components:

- Components that consume [Prometheus `MetricsReceiver`](../../../compatibility/#prometheus-metricsreceiver-consumers)

{{< admonition type="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.
{{< /admonition >}}

<!-- END GENERATED COMPATIBLE COMPONENTS -->

[snappy]: https://en.wikipedia.org/wiki/Snappy_(compression)
[Stop]: ../../../../set-up/run/
[run]: ../../../cli/run/
3 changes: 2 additions & 1 deletion internal/component/all/all.go
Original file line number Diff line number Diff line change
Expand Up @@ -81,10 +81,10 @@ import (
_ "github.com/grafana/alloy/internal/component/otelcol/processor/attributes" // Import otelcol.processor.attributes
_ "github.com/grafana/alloy/internal/component/otelcol/processor/batch" // Import otelcol.processor.batch
_ "github.com/grafana/alloy/internal/component/otelcol/processor/deltatocumulative" // Import otelcol.processor.deltatocumulative
_ "github.com/grafana/alloy/internal/component/otelcol/processor/interval" // Import otelcol.processor.interval
_ "github.com/grafana/alloy/internal/component/otelcol/processor/discovery" // Import otelcol.processor.discovery
_ "github.com/grafana/alloy/internal/component/otelcol/processor/filter" // Import otelcol.processor.filter
_ "github.com/grafana/alloy/internal/component/otelcol/processor/groupbyattrs" // Import otelcol.processor.groupbyattrs
_ "github.com/grafana/alloy/internal/component/otelcol/processor/interval" // Import otelcol.processor.interval
_ "github.com/grafana/alloy/internal/component/otelcol/processor/k8sattributes" // Import otelcol.processor.k8sattributes
_ "github.com/grafana/alloy/internal/component/otelcol/processor/memorylimiter" // Import otelcol.processor.memory_limiter
_ "github.com/grafana/alloy/internal/component/otelcol/processor/probabilistic_sampler" // Import otelcol.processor.probabilistic_sampler
Expand Down Expand Up @@ -134,6 +134,7 @@ import (
_ "github.com/grafana/alloy/internal/component/prometheus/operator/servicemonitors" // Import prometheus.operator.servicemonitors
_ "github.com/grafana/alloy/internal/component/prometheus/receive_http" // Import prometheus.receive_http
_ "github.com/grafana/alloy/internal/component/prometheus/relabel" // Import prometheus.relabel
_ "github.com/grafana/alloy/internal/component/prometheus/remote/queue" // Import prometheus.write.queue
_ "github.com/grafana/alloy/internal/component/prometheus/remotewrite" // Import prometheus.remote_write
_ "github.com/grafana/alloy/internal/component/prometheus/scrape" // Import prometheus.scrape
_ "github.com/grafana/alloy/internal/component/pyroscope/ebpf" // Import pyroscope.ebpf
Expand Down
4 changes: 2 additions & 2 deletions internal/component/prometheus/remote/queue/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,9 +4,9 @@

## Overview

The `prometheus.remote.queue` goals are to set reliable and repeatable memory and cpu usage based on the number of incoming and outgoing series. There are four broad parts to the system.
The `prometheus.write.queue` goals are to set reliable and repeatable memory and cpu usage based on the number of incoming and outgoing series. There are four broad parts to the system.

1. The `prometheus.remote.queue` component itself. This handles the lifecycle of the Alloy system.
1. The `prometheus.write.queue` component itself. This handles the lifecycle of the Alloy system.
2. The `serialization` converts an array of series into a serializable format. This is handled via [msgp]() library.
3. The `filequeue` is where the buffers are written to. This has a series of files that are committed to disk and then are read.
4. The `network` handles sending data. The data is sharded by the label hash across any number of loops that send data.
Expand Down
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