Geras provides a Thanos Store API for the OpenTSDB HTTP API. This makes it possible to query OpenTSDB via PromQL, through Thanos.
Since Thanos's StoreAPI is designed for unified data access and is not too Prometheus specific, Geras is able to provide an implementation which proxies onto the OpenTSDB HTTP API, giving the ability to query OpenTSDB using PromQL, and even enabling unified queries (including joins) over Prometheus and OpenTSDB.
Build
go get github.com/G-Research/geras/cmd/geras
After the build you will have a self-contained binary (geras). It writes logs to stdout.
A Dockerfile is also provided (see docker-compose.yaml for an example of using it).
Deployment
At a high level:
- Run Geras somewhere and point it to OpenTSDB:
-opentsdb-address opentsdb:4242; - Configure a Thanos query instance with
--store=geras:19000(i.e. the gRPC listen address).
Geras additionally listens on a HTTP port for Prometheus /metrics queries and some debug details
(using x/net/trace, see for example /debug/requests and /debug/events.
Usage
-grpc-listen string
Service will expose the Store API on this address (default "localhost:19000")
-http-listen string
Where to serve HTTP debugging endpoints (like /metrics) (default "localhost:19001")
-trace-enabled
Enable tracing of requests, which is shown at /debug/requests (default true)
-trace-dumpbody
Include TSDB request and response bodies in traces (can be expensive) (default false)
-label value
Label to expose on the Store API, of the form '<key>=<value>'. May be repeated.
-log.format string
Log format. One of [logfmt, json] (default "logfmt")
-log.level string
Log filtering level. One of [debug, info, warn, error] (default "error")
-healthcheck-metric
A metric to query as a readiness health check (default "tsd.rpc.recieved")
-metrics-refresh-interval duration
Time between metric name refreshes. Use negative duration to disable refreshes. (default 15m0s)
-metrics-suggestions
Enable metric suggestions (can be expensive) (default true)
-opentsdb-address string
<host>:<port>
-metrics-allowed-regexp regexp
A regular expression specifying the allowed metrics. Default is `.*`,
i.e. everything. A good value if your metric names all match OpenTSDB
style of `service.metric.name` could be `^\w+\..*$`. Disallowed metrics
are simply not queried and non error is returned -- the purpose is to
not send traffic to OpenTSDB when the metric source is Prometheus.
-metrics-blocked-regexp regexp
A regular expression of metrics to block. Default is empty and means to
not block anything. The expected use of this is to block problematic
queries as a fast mitigation therefore an error is returned when a
metric is blocked.
When specifying multiple labels, you will need to repeat the argument name, e.g:
./geras -label label1=value1 -label label2=value2
Limitations
- PromQL supports queries without
__name__. This is not possible in OpenTSDB and no results will be returned if the query doesn't match on a metric name. - Geras periodically loads metric names from OpenTSDB and keeps them in memory to support queries like
{__name__=~"regexp"}. - Thanos' primary timeseries backend is Prometheus, which doesn't support unquoted dots in metric names. However OpenTSDB metrics generally use
.as a seperator within names. In order to query names containing a.you will need to either:- Replace all
.with:in your query; or - Use the
__name__label to specify the metric name, e.g.{__name__="cpu.percent"} - Also watch out for
-(dashes) in your metric names
- Replace all