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https://github.com/fluent/fluent-plugin-prometheus
A fluent plugin that collects metrics and exposes for Prometheus.
https://github.com/fluent/fluent-plugin-prometheus
Last synced: 23 days ago
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A fluent plugin that collects metrics and exposes for Prometheus.
- Host: GitHub
- URL: https://github.com/fluent/fluent-plugin-prometheus
- Owner: fluent
- License: apache-2.0
- Created: 2015-05-06T10:45:47.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2023-09-12T01:20:55.000Z (10 months ago)
- Last Synced: 2024-05-20T21:56:49.837Z (about 1 month ago)
- Language: Ruby
- Homepage:
- Size: 212 KB
- Stars: 257
- Watchers: 31
- Forks: 78
- Open Issues: 62
-
Metadata Files:
- Readme: README.md
- Changelog: ChangeLog
- License: LICENSE
Lists
- awesome-kubernetes - Fluent Plugin Prometheus - A fluent plugin that instruments metrics from records and exposes them via web interface. Intended to be used together with a Prometheus server. (Performance)
- awesome-starred - fluent-plugin-prometheus
README
# fluent-plugin-prometheus, a plugin for [Fluentd](https://www.fluentd.org)
[](https://travis-ci.org/fluent/fluent-plugin-prometheus)
A fluent plugin that instruments metrics from records and exposes them via web interface. Intended to be used together with a [Prometheus server](https://github.com/prometheus/prometheus).
## Requirements
| fluent-plugin-prometheus | fluentd | ruby |
|--------------------------|------------|--------|
| 1.x.y | >= v1.9.1 | >= 2.4 |
| 1.[0-7].y | >= v0.14.8 | >= 2.1 |
| 0.x.y | >= v0.12.0 | >= 1.9 |
Since v1.8.0, fluent-plugin-prometheus uses [http_server helper](https://docs.fluentd.org/plugin-helper-overview/api-plugin-helper-http_server) to launch HTTP server.
If you want to handle lots of connections, install `async-http` gem.
## Installation
Add this line to your application's Gemfile:
```ruby
gem 'fluent-plugin-prometheus'
```
And then execute:
$ bundle
Or install it yourself as:
$ gem install fluent-plugin-prometheus
## Usage
fluentd-plugin-prometheus includes 6 plugins.
- `prometheus` input plugin
- `prometheus_monitor` input plugin
- `prometheus_output_monitor` input plugin
- `prometheus_tail_monitor` input plugin
- `prometheus` output plugin
- `prometheus` filter plugin
See [sample configuration](./misc/fluentd_sample.conf), or try [tutorial](#try-plugin-with-nginx).
### prometheus input plugin
You have to configure this plugin to expose metrics collected by other Prometheus plugins.
This plugin provides a metrics HTTP endpoint to be scraped by a Prometheus server on 24231/tcp(default).
With following configuration, you can access http://localhost:24231/metrics on a server where fluentd running.
```
@type prometheus
```
More configuration parameters:
- `bind`: binding interface (default: '0.0.0.0')
- `port`: listen port (default: 24231)
- `metrics_path`: metrics HTTP endpoint (default: /metrics)
- `aggregated_metrics_path`: metrics HTTP endpoint (default: /aggregated_metrics)
When using multiple workers, each worker binds to port + `fluent_worker_id`.
To scrape metrics from all workers at once, you can access http://localhost:24231/aggregated_metrics.
#### TLS setting
Use ``. See [transport config article](https://docs.fluentd.org/configuration/transport-section) for more details.
```
@type prometheus
# TLS parameters...
```
### prometheus_monitor input plugin
This plugin collects internal metrics in Fluentd. The metrics are similar to/part of [monitor_agent](https://docs.fluentd.org/input/monitor_agent).
#### Exposed metrics
- `fluentd_status_buffer_queue_length`
- `fluentd_status_buffer_total_bytes`
- `fluentd_status_retry_count`
- `fluentd_status_buffer_newest_timekey` from fluentd v1.4.2
- `fluentd_status_buffer_oldest_timekey` from fluentd v1.4.2
#### Configuration
With following configuration, those metrics are collected.
```
@type prometheus_monitor
```
More configuration parameters:
- ``: additional labels for this metric (optional). See [Labels](#labels)
- `interval`: interval to update monitor_agent information in seconds (default: 5)
### prometheus_output_monitor input plugin
This plugin collects internal metrics for output plugin in Fluentd. This is similar to `prometheus_monitor` plugin, but specialized for output plugin. There are Many metrics `prometheus_monitor` does not include, such as `num_errors`, `retry_wait` and so on.
#### Exposed metrics
Metrics for output
- `fluentd_output_status_retry_count`
- `fluentd_output_status_num_errors`
- `fluentd_output_status_emit_count`
- `fluentd_output_status_retry_wait`
- current retry_wait computed from last retry time and next retry time
- `fluentd_output_status_emit_records`
- `fluentd_output_status_write_count`
- `fluentd_output_status_rollback_count`
- `fluentd_output_status_flush_time_count` in milliseconds from fluentd v1.6.0
- `fluentd_output_status_slow_flush_count` from fluentd v1.6.0
Metrics for buffer
- `fluentd_output_status_buffer_total_bytes`
- `fluentd_output_status_buffer_stage_length` from fluentd v1.6.0
- `fluentd_output_status_buffer_stage_byte_size` from fluentd v1.6.0
- `fluentd_output_status_buffer_queue_length`
- `fluentd_output_status_buffer_queue_byte_size` from fluentd v1.6.0
- `fluentd_output_status_buffer_newest_timekey` from fluentd v1.6.0
- `fluentd_output_status_buffer_oldest_timekey` from fluentd v1.6.0
- `fluentd_output_status_buffer_available_space_ratio` from fluentd v1.6.0
#### Configuration
With following configuration, those metrics are collected.
```
@type prometheus_output_monitor
```
More configuration parameters:
- ``: additional labels for this metric (optional). See [Labels](#labels)
- `interval`: interval to update monitor_agent information in seconds (default: 5)
- `gauge_all`: Specify metric type. If `true`, use `gauge` type. If `false`, use `counter` type. Since v2, this parameter will be removed and use `counter` type.
### prometheus_tail_monitor input plugin
This plugin collects internal metrics for in_tail plugin in Fluentd. in_tail plugin holds internal state for files that the plugin is watching. The state is sometimes important to monitor plugins work correctly.
This plugin uses internal class of Fluentd, so it's easy to break.
#### Exposed metrics
- `fluentd_tail_file_position`: Current bytes which plugin reads from the file
- `fluentd_tail_file_inode`: inode of the file
- `fluentd_tail_file_closed`: Number of closed files
- `fluentd_tail_file_opened`: Number of opened files
- `fluentd_tail_file_rotated`: Number of rotated files
Default labels:
- `plugin_id`: a value set for a plugin in configuration.
- `type`: plugin name. `in_tail` only for now.
- `path`: file path
#### Configuration
With following configuration, those metrics are collected.
```
@type prometheus_tail_monitor
```
More configuration parameters:
- ``: additional labels for this metric (optional). See [Labels](#labels)
- `interval`: interval to update monitor_agent information in seconds (default: 5)
### prometheus output/filter plugin
Both output/filter plugins instrument metrics from records. Both plugins have no impact against values of each records, just read.
Assuming you have following configuration and receiving message,
```
@type stdout
```
```
message {
"foo": 100,
"bar": 200,
"baz": 300
}
```
In filter plugin style,
```
@type prometheus
name message_foo_counter
type counter
desc The total number of foo in message.
key foo
@type stdout
```
In output plugin style:
```
@type prometheus
name message_foo_counter
type counter
desc The total number of foo in message.
key foo
@type copy
@type prometheus
name message_foo_counter
type counter
desc The total number of foo in message.
key foo
@type stdout
```
With above configuration, the plugin collects a metric named `message_foo_counter` from key `foo` of each records.
You can access nested keys in records via dot or bracket notation (https://docs.fluentd.org/plugin-helper-overview/api-plugin-helper-record_accessor#syntax), for example: `$.kubernetes.namespace`, `$['key1'][0]['key2']`. The record accessor is enable only if the value starts with `$.` or `$[`.
See Supported Metric Type and Labels for more configuration parameters.
## Supported Metric Types
For details of each metric type, see [Prometheus documentation](http://prometheus.io/docs/concepts/metric_types/). Also see [metric name guide](http://prometheus.io/docs/practices/naming/).
### counter type
```
name message_foo_counter
type counter
desc The total number of foo in message.
key foo
tag ${tag}
host ${hostname}
foo bar
```
- `name`: metric name (required)
- `type`: metric type (required)
- `desc`: description of this metric (required)
- `key`: key name of record for instrumentation (**optional**)
- `initialized`: boolean controlling initilization of metric (**optional**). See [Metric initialization](#metric-initialization)
- ``: additional labels for this metric (optional). See [Labels](#labels)
- ``: labels to use for initialization of ReccordAccessors/Placeholder labels (**optional**). See [Metric initialization](#metric-initialization)
If key is empty, the metric values is treated as 1, so the counter increments by 1 on each record regardless of contents of the record.
### gauge type
```
name message_foo_gauge
type gauge
desc The total number of foo in message.
key foo
tag ${tag}
host ${hostname}
foo bar
```
- `name`: metric name (required)
- `type`: metric type (required)
- `desc`: description of metric (required)
- `key`: key name of record for instrumentation (required)
- `initialized`: boolean controlling initilization of metric (**optional**). See [Metric initialization](#metric-initialization)
- ``: additional labels for this metric (optional). See [Labels](#labels)
- ``: labels to use for initialization of ReccordAccessors/Placeholder labels (**optional**). See [Metric initialization](#metric-initialization)
### summary type
```
name message_foo
type summary
desc The summary of foo in message.
key foo
tag ${tag}
host ${hostname}
foo bar
```
- `name`: metric name (required)
- `type`: metric type (required)
- `desc`: description of metric (required)
- `key`: key name of record for instrumentation (required)
- `initialized`: boolean controlling initilization of metric (**optional**). See [Metric initialization](#metric-initialization)
- ``: additional labels for this metric (optional). See [Labels](#labels)
- ``: labels to use for initialization of ReccordAccessors/Placeholder labels (**optional**). See [Metric initialization](#metric-initialization)
### histogram type
```
name message_foo
type histogram
desc The histogram of foo in message.
key foo
buckets 0.1, 1, 5, 10
tag ${tag}
host ${hostname}
foo bar
```
- `name`: metric name (required)
- `type`: metric type (required)
- `desc`: description of metric (required)
- `key`: key name of record for instrumentation (required)
- `initialized`: boolean controlling initilization of metric (**optional**). See [Metric initialization](#metric-initialization)
- `buckets`: buckets of record for instrumentation (optional)
- ``: additional labels for this metric (optional). See [Labels](#labels)
- ``: labels to use for initialization of ReccordAccessors/Placeholder labels (**optional**). See [Metric initialization](#metric-initialization)
## Labels
See [Prometheus Data Model](http://prometheus.io/docs/concepts/data_model/) first.
You can add labels with static value or dynamic value from records. In `prometheus_monitor` input plugin, you can't use label value from records.
### labels section
```
key1 value1
key2 value2
```
All labels sections has same format. Each lines have key/value for label.
You can access nested fields in records via dot or bracket notation (https://docs.fluentd.org/plugin-helper-overview/api-plugin-helper-record_accessor#syntax), for example: `$.kubernetes.namespace`, `$['key1'][0]['key2']`. The record accessor is enable only if the value starts with `$.` or `$[`. Other values are handled as raw string as is and may be expanded by placeholder described later.
You can use placeholder for label values. The placeholders will be expanded from reserved values and records.
If you specify `${hostname}`, it will be expanded by value of a hostname where fluentd runs.
The placeholder for records is deprecated. Use record accessor syntax instead.
Reserved placeholders are:
- `${hostname}`: hostname
- `${worker_id}`: fluent worker id
- `${tag}`: tag name
- only available in Prometheus output/filter plugin
- `${tag_parts[N]}` refers to the Nth part of the tag.
- only available in Prometheus output/filter plugin
- `${tag_prefix[N]}` refers to the [0..N] part of the tag.
- only available in Prometheus output/filter plugin
- `${tag_suffix[N]}` refers to the [`tagsize`-1-N..] part of the tag.
- where `tagsize` is the size of tag which is splitted with `.` (when tag is `1.2.3`, then `tagsize` is 3)
- only available in Prometheus output/filter plugin
### Metric initialization
You can configure if a metric should be initialized to its zero value before receiving any event. To do so you just need to specify `initialized true`.
```
name message_bar_counter
type counter
desc The total number of bar in message.
key bar
initialized true
foo bar
```
If your labels contains ReccordAccessors or Placeholders, you must use `` to specify the values your ReccordAccessors/Placeholders will take. This feature is useful only if your Placeholders/ReccordAccessors contain deterministic values. Initialization will create as many zero value metrics as `` blocks you defined.
Potential reserved placeholders `${hostname}` and `${worker_id}`, as well as static labels, are automatically added and should not be specified in `` configuration.
```
name message_bar_counter
type counter
desc The total number of bar in message.
key bar
initialized true
key $.foo
tag ${tag}
foo bar
worker_id ${worker_id}
key foo1
tag tag1
key foo2
tag tag2
hostname ${hostname}
```
### top-level labels and labels inside metric
Prometheus output/filter plugin can have multiple metric section. Top-level labels section specifies labels for all metrics. Labels section inside metric section specifies labels for the metric. Both are specified, labels are merged.
```
@type prometheus
name message_foo_counter
type counter
desc The total number of foo in message.
key foo
key foo
data_type ${type}
name message_bar_counter
type counter
desc The total number of bar in message.
key bar
key bar
tag ${tag}
hostname ${hostname}
```
In this case, `message_foo_counter` has `tag`, `hostname`, `key` and `data_type` labels.
## Try plugin with nginx
Checkout repository and setup.
```
$ git clone git://github.com/fluent/fluent-plugin-prometheus
$ cd fluent-plugin-prometheus
$ bundle install --path vendor/bundle
```
Download pre-compiled Prometheus binary and start it. It listens on 9090.
```
$ wget https://github.com/prometheus/prometheus/releases/download/v1.5.2/prometheus-1.5.2.linux-amd64.tar.gz -O - | tar zxf -
$ ./prometheus-1.5.2.linux-amd64/prometheus -config.file=./misc/prometheus.yaml -storage.local.path=./prometheus/metrics
```
Install Nginx for sample metrics. It listens on 80 and 9999.
```
$ sudo apt-get install -y nginx
$ sudo cp misc/nginx_proxy.conf /etc/nginx/sites-enabled/proxy
$ sudo chmod 777 /var/log/nginx && sudo chmod +r /var/log/nginx/*.log
$ sudo service nginx restart
```
Start fluentd with sample configuration. It listens on 24231.
```
$ bundle exec fluentd -c misc/fluentd_sample.conf -v
```
Generate some records by accessing nginx.
```
$ curl http://localhost/
$ curl http://localhost:9999/
```
Confirm that some metrics are exported via Fluentd.
```
$ curl http://localhost:24231/metrics
```
Then, make a graph on Prometheus UI. http://localhost:9090/
## Contributing
1. Fork it ( https://github.com/fluent/fluent-plugin-prometheus/fork )
2. Create your feature branch (`git checkout -b my-new-feature`)
3. Commit your changes (`git commit -am 'Add some feature'`)
4. Push to the branch (`git push origin my-new-feature`)
5. Create a new Pull Request
## Copyright
AuthorMasahiro Sano
CopyrightCopyright (c) 2015- Masahiro Sano
LicenseApache License, Version 2.0