graphite-query is a library created from graphite-web in order to make some of its functionality framework neutral, i.e. to require as little dependencies as possible.
You can install graphite-query by running:
pip install graphite-query
You can also download/clone the github repository, and, inside the
directory where you downloaded graphite-query run:
python setup.py install
This package provides the functions query, eval_qs and
get_all_leaf_nodes (all are part of the graphitequery.query
subpackage).
query takes both positional and keyword arguments, which in turn are
taken from
graphite-web's render API
except for
the graph/format arguments, which are, of course, inapplicable to
graphite-query.
In short, its parameters (in positional order) are:
target: required, agraphite-webcompatible path (i.e. string), or alistof paths, see http://graphite.readthedocs.org/en/latest/render_api.html#target for additional documentation.fromanduntil: two optional parameters that specify the relative or absolute time period to graph. see http://graphite.readthedocs.org/en/latest/render_api.html#from-untiltz: optional, time zone to convert all times into. If this parameter is not specified, thengraphitequery.query.settings.TIME_ZONEis used (if any). Finally, system's timezone is used ifTIME_ZONEis empty. see http://graphite.readthedocs.org/en/latest/render_api.html#tz
A basic query might look like this:
>>> from graphitequery.query import query
>>> print list(query("graphite-web.compatible.path.expression")[0])
The query function always (even if you supply only one target
path) returns a list of instances of
graphitequery.query.datalib.TimeSeries, which in turn is a list-like
object whose sub-elements are the values stored by graphite (in a
whisper database) at particular points in time.
This is a helper function: it takes a URL query string as a parameter.
The query string must be compatible with the graphite-web's render
controller. eval_qs internally converts this string to a parameter
dictionary that can be passed on to query and calls query.E.g.:
>>> from graphitequery.query import query, eval_qs
>>> print list(eval_qs("format=raw&target=*.*.*")[0])
>>> # The above is the same as:
>>> print list(query(**{"target": "*.*.*"}))
Returns a list of all leaf nodes/targets that are found in the
settings.STORAGE_DIR. It doesn't have any parameters.
The module graphitequery.settings can be used to set up some of the
"package-wide" parameters of graphite-query. You can look into that
module to see some of the supported settings. The graphitequery.query
subpackage directly imports this module, so one can do a
from graphitequery.query import settings for convenience.
Perhaps the most important parameter is STORAGE_DIR, the directory
that is used to look for data. By default, this directory is set to
/opt/graphite/storage, as this is the default directory used by
graphite. You could set this parameter manually, but it's better to
use the provided graphitequery.settings.setup_storage_variables function,
as this will set some additional dependant parameters (such as the
whisper storage directory etc.). Otherwise, one would have to set
those parameters manually also.
Finally, it's possible to set the STORAGE_DIR parameter with the
environment variable GRAPHITE_STORAGE_DIR, prior to
running/importing graphite-query. This variable will trigger the
setup_storage_variables function to set all of the default
directories relative to (GRAPHITE_)STORAGE_DIR.