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GraphiteMergeTree
This engine is designed for rollup (thinning and aggregating/averaging) Graphite data. It may be helpful to developers who want to use ClickHouse as a data store for Graphite.
Graphite stores full data in ClickHouse, and data can be retrieved in the following ways:
-
Without thinning.
Using the MergeTree engine.
-
With thinning.
Using the
GraphiteMergeTree
engine.
The engine inherits properties from MergeTree. The settings for thinning data are defined by the graphite_rollup parameter in the server configuration.
Using the engine
The Graphite data table must contain the following fields at minimum:
Path
– The metric name (Graphite sensor).Time
– The time for measuring the metric.Value
– The value of the metric at the time set in Time.Version
– Determines which value of the metric with the same Path and Time will remain in the database.
Rollup pattern:
pattern
regexp
function
age -> precision
...
pattern
...
default
function
age -> precision
...
When processing a record, ClickHouse will check the rules in the pattern
clause. If the metric name matches the regexp
, the rules from pattern
are applied; otherwise, the rules from default
are used.
Fields in the pattern.
age
– The minimum age of the data in seconds.function
– The name of the aggregating function to apply to data whose age falls within the range[age, age + precision]
.precision
– How precisely to define the age of the data in seconds.regexp
– A pattern for the metric name.
Example of settings:
<graphite_rollup>
<pattern>
<regexp>click_cost</regexp>
<function>any</function>
<retention>
<age>0</age>
<precision>5</precision>
</retention>
<retention>
<age>86400</age>
<precision>60</precision>
</retention>
</pattern>
<default>
<function>max</function>
<retention>
<age>0</age>
<precision>60</precision>
</retention>
<retention>
<age>3600</age>
<precision>300</precision>
</retention>
<retention>
<age>86400</age>
<precision>3600</precision>
</retention>
</default>
</graphite_rollup>