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Statistics: Rewrite statistics backends to use OpenMetrics
The metric subsystem of Prosody has had some shortcomings from
the perspective of the current state-of-the-art in metric
observability.
The OpenMetrics standard [0] is a formalization of the data
model (and serialization format) of the well-known and
widely-used Prometheus [1] software stack.
The previous stats subsystem of Prosody did not map well to that
format (see e.g. [2] and [3]); the key reason is that it was
trying to do too much math on its own ([2]) while lacking
first-class support for "families" of metrics ([3]) and
structured metric metadata (despite the `extra` argument to
metrics, there was no standard way of representing common things
like "tags" or "labels").
Even though OpenMetrics has grown from the Prometheus world of
monitoring, it maps well to other popular monitoring stacks
such as:
- InfluxDB (labels can be mapped to tags and fields as necessary)
- Carbon/Graphite (labels can be attached to the metric name with
dot-separation)
- StatsD (see graphite when assuming that graphite is used as
backend, which is the default)
The util.statsd module has been ported to use the OpenMetrics
model as a proof of concept. An implementation which exposes
the util.statistics backend data as Prometheus metrics is
ready for publishing in prosody-modules (most likely as
mod_openmetrics_prometheus to avoid breaking existing 0.11
deployments).
At the same time, the previous measure()-based API had one major
advantage: It is really simple and easy to use without requiring
lots of knowledge about OpenMetrics or similar concepts. For that
reason as well as compatibility with existing code, it is preserved
and may even be extended in the future.
However, code relying on the `stats-updated` event as well as
`get_stats` from `statsmanager` will break because the data
model has changed completely; in case of `stats-updated`, the
code will simply not run (as the event was renamed in order
to avoid conflicts); the `get_stats` function has been removed
completely (so it will cause a traceback when it is attempted
to be used).
Note that the measure_*_event methods have been removed from
the module API. I was unable to find any uses or documentation
and thus deemed they should not be ported. Re-implementation is
possible when necessary.
[0]: https://openmetrics.io/
[1]: https://prometheus.io/
[2]: #959
[3]: #960
author | Jonas Schäfer <jonas@wielicki.name> |
---|---|
date | Sun, 18 Apr 2021 11:47:41 +0200 |
parent | 7359:a5a080c12c96 |
child | 12222:61592927335b |
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(This file was created from https://prosody.im/doc/installing_from_source on 2013-03-31) ====== Installing from source ====== ==== Dependencies ==== There are a couple of libraries which Prosody needs installed before you can build it. These are: * lua5.1: The Lua 5.1 interpreter * liblua5.1: Lua 5.1 library * libssl 0.9.8: OpenSSL * libidn11: GNU libidn library, version 1.1 These can be installed on Debian/Ubuntu with the packages: lua5.1 liblua5.1-dev libidn11-dev libssl-dev On Mandriva try: urpmi lua liblua-devel libidn-devel libopenssl-devel On other systems... good luck, but please let me know of the best way of getting the dependencies for your system and I can add it here. ==== configure ==== The first step of building is to run the configure script. This creates a file called 'config.unix' which is used by the next step to control aspects of the build process. All options to configure can be seen by running ./configure --help. Sometimes you won't need to pass any parameters to configure, but on most systems you shall. To make this a little easier, there are a few presets which configure accepts. You can load a preset using: ./configure --ostype=PRESET Where PRESET can currently be one of: 'debian', 'macosx' or (in 0.8 and later) 'freebsd' ==== make ==== Once you have run configure successfully, then you can simply run: make Simple? :-) If you do happen to have problems at this stage, it is most likely due to the build process not finding the dependencies. Ensure you have them installed, and in the standard library paths for your system. For more help, just ask ;-) ==== install ==== At this stage you should be able to run Prosody simply with: ./prosody There is no problem with this, it is actually the easiest way to do development, as it doesn't spread parts around your system, and you can keep multiple versions around in their own directories without conflict. Should you wish to install it system-wide however, simply run: sudo make install ...it will install into /usr/local/ by default. To change this you can pass to the initial ./configure using the 'prefix' option, or edit config.unix directly. If the new path doesn't require root permission to write to, you also won't need (or want) to use 'sudo' in front of the 'make install'. Have fun, and see you on Jabber!