doc/book/devrepo/profiling.rst
author Sylvain Thénault <sylvain.thenault@logilab.fr>
Mon, 06 Jun 2016 21:17:33 +0200
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[server] some pep8 in rql2sql
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.. _PROFILING:
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Profiling and performance
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=========================
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If you feel that one of your pages takes more time than it should to be
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generated, chances are that you're making too many RQL queries.  Obviously,
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there are other reasons but experience tends to show this is the first thing to
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track down. Luckily, CubicWeb provides a configuration option to log RQL
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queries. In your ``all-in-one.conf`` file, set the **query-log-file** option::
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    # web application query log file
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    query-log-file=/home/user/myapp-rql.log
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Then restart your application, reload your page and stop your application.
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The file ``myapp-rql.log`` now contains the list of RQL queries that were
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executed during your test. It's a simple text file containing lines such as::
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    Any A WHERE X eid %(x)s, X lastname A {'x': 448} -- (0.002 sec, 0.010 CPU sec)
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    Any A WHERE X eid %(x)s, X firstname A {'x': 447} -- (0.002 sec, 0.000 CPU sec)
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The structure of each line is::
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    <RQL QUERY> <QUERY ARGS IF ANY> -- <TIME SPENT>
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CubicWeb also provides the **exlog** command to examine and summarize data found
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in such a file:
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.. sourcecode:: sh
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    $ cubicweb-ctl exlog /home/user/myapp-rql.log
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    0.07 50 Any A WHERE X eid %(x)s, X firstname A {}
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    0.05 50 Any A WHERE X eid %(x)s, X lastname A {}
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    0.01 1 Any X,AA ORDERBY AA DESC WHERE E eid %(x)s, E employees X, X modification_date AA {}
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    0.01 1 Any X WHERE X eid %(x)s, X owned_by U, U eid %(u)s {, }
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    0.01 1 Any B,T,P ORDERBY lower(T) WHERE B is Bookmark,B title T, B path P, B bookmarked_by U, U eid %(x)s {}
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    0.01 1 Any A,B,C,D WHERE A eid %(x)s,A name B,A creation_date C,A modification_date D {}
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This command sorts and uniquifies queries so that it's easy to see where
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is the hot spot that needs optimization.
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Do not neglect to set the **fetch_attrs** attribute you can define in your
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entity classes because it can greatly reduce the number of queries executed (see
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:ref:`FetchAttrs`).
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You should also know about the **profile** option in the ``all-in-on.conf``. If
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set, this option will make your application run in an `hotshot`_ session and
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store the results in the specified file.
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.. _hotshot: http://docs.python.org/library/hotshot.html#module-hotshot
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Last but no least, if you're using the PostgreSQL database backend, VACUUMing
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your database can significantly improve the performance of the queries (by
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updating the statistics used by the query optimizer). Nowadays, this is done
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automatically from time to time, but if you've just imported a large amount of
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data in your db, you will want to vacuum it (with the analyse option on). Read
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the documentation of your database for more information.