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Merge "Add profiler decorator to Neutron"

changes/66/677166/14
Zuul 2 weeks ago
parent
commit
9ab8fab358
7 changed files with 319 additions and 3 deletions
  1. +5
    -0
      .zuul.yaml
  2. +197
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      doc/source/contributor/internals/code_profiling.rst
  3. +1
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      doc/source/contributor/internals/index.rst
  4. +3
    -3
      neutron/common/utils.py
  5. +31
    -0
      neutron/conf/profiling.py
  6. +0
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      neutron/profiling/__init__.py
  7. +82
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      neutron/profiling/profiled_decorator.py

+ 5
- 0
.zuul.yaml View File

@@ -160,6 +160,11 @@
neutron: https://opendev.org/openstack/neutron
devstack_services:
neutron-trunk: true
devstack_local_conf:
post-config:
$NEUTRON_CONF:
DEFAULT:
enable_code_profiling: True
required-projects:
- openstack/rally
- openstack/rally-openstack

+ 197
- 0
doc/source/contributor/internals/code_profiling.rst View File

@@ -0,0 +1,197 @@
..
Licensed under the Apache License, Version 2.0 (the "License"); you may
not use this file except in compliance with the License. You may obtain
a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
License for the specific language governing permissions and limitations
under the License.


Convention for heading levels in Neutron devref:
======= Heading 0 (reserved for the title in a document)
------- Heading 1
~~~~~~~ Heading 2
+++++++ Heading 3
''''''' Heading 4
(Avoid deeper levels because they do not render well.)


Profiling Neutron Code
======================

As more functionality is added to Neutron over time, efforts to improve
performance become more difficult, given the rising complexity of the code.
Identifying performance bottlenecks is frequently not straightforward, because
they arise as a result of complex interactions of different code components.

To help community developers to improve Neutron performance, a Python decorator
has been implemented. Decorating a method or a function with it will result in
profiling data being added to the corresponding Neutron component log file.
These data are generated using `cProfile`_ which is part of the Python standard
library.

.. _`cProfile`: https://docs.python.org/3/library/profile.html

Once a method or function has been decorated, every one of its executions will
add to the corresponding log file data grouped in 3 sections:

#. The top calls (sorted by CPU cumulative time) made by the decorated method
or function. The number of calls included in this section can be controlled
by a configuration option, as explained in
:ref:`config-neutron-for-code-profiling`. Following is a summary example of
this section:

.. code-block:: console

Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: DEBUG neutron.profiling.profiled_decorator [None req-dc2d428f-4531-4f07-a12d-56843b5f9374 c_rally_8af8f2b4_YbhFJ6Ge c_rally_8af8f2b4_fqvy1XJp] os-profiler parent trace-id c5b30c7f-100b-4e1c-8f07-b2c38f41ad65 trace-id 6324fa85-ea5f-4ae2-9d89-2aabff0dddfc 16928 millisecs elapsed for neutron.plugins.ml2.plugin.create_port((<neutron.plugins.ml2.plugin.Ml2Plugin object at 0x7f0b4e6ca978>, <neutron_lib.context.Context object at 0x7f0b4bcee240>, {'port': {'tenant_id': '421ab52e126e45af81a3eb1962613e18', 'network_id': 'dc59577a-9589-4617-82b5-6ee31dbdb15d', 'fixed_ips': [{'ip_address': '1.1.5.177', 'subnet_id': 'e15ec947-9edd-4793-bf0f-c463c7ff2f62'}], 'admin_state_up': True, 'device_id': 'f33db890-7958-440e-b07b-432e40bb4049', 'device_owner': 'network:router_interface', 'name': '', 'project_id': '421ab52e126e45af81a3eb1962613e18', 'mac_address': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'allowed_address_pairs': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'extra_dhcp_opts': None, 'binding:vnic_type': 'normal', 'binding:host_id': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'binding:profile': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'port_security_enabled': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'description': '', 'security_groups': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>}}), {}):
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 247612 function calls (238220 primitive calls) in 16.943 seconds
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: Ordered by: cumulative time
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: List reduced from 1861 to 100 due to restriction <100>
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: ncalls tottime percall cumtime percall filename:lineno(function)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 4/2 0.000 0.000 16.932 8.466 /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:132(wrapped)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 16.928 16.928 /opt/stack/neutron/neutron/common/utils.py:678(inner)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 20/9 0.000 0.000 16.884 1.876 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1317(<genexpr>)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 37/17 0.000 0.000 16.867 0.992 /opt/stack/osprofiler/osprofiler/sqlalchemy.py:84(handler)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 37/17 0.000 0.000 16.860 0.992 /opt/stack/osprofiler/osprofiler/profiler.py:86(stop)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 8/3 0.005 0.001 16.844 5.615 /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:224(wrapped)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 16.836 16.836 /opt/stack/neutron/neutron/plugins/ml2/plugin.py:1395(_create_port_db)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 16.836 16.836 /opt/stack/neutron/neutron/db/db_base_plugin_v2.py:1413(create_port_db)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 16.836 16.836 /opt/stack/neutron/neutron/db/db_base_plugin_v2.py:1586(_enforce_device_owner_not_router_intf_or_device_id)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 16.836 16.836 /opt/stack/neutron/neutron/db/l3_db.py:522(get_router)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 16.836 16.836 /opt/stack/neutron/neutron/db/l3_db.py:186(_get_router)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 34/22 0.000 0.000 16.745 0.761 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/loading.py:35(instances)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 39/8 0.000 0.000 16.727 2.091 /usr/local/lib/python3.6/dist-packages/sqlalchemy/sql/elements.py:285(_execute_on_connection)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 39/8 0.001 0.000 16.727 2.091 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/base.py:1056(_execute_clauseelement)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 17/13 0.000 0.000 16.704 1.285 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1310(get)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 20/14 0.001 0.000 16.704 1.193 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1315(_load)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 19/14 0.000 0.000 16.703 1.193 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/loading.py:88(<listcomp>)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 76/23 0.001 0.000 16.699 0.726 /opt/stack/osprofiler/osprofiler/profiler.py:426(_notify)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 39/8 0.001 0.000 16.696 2.087 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/base.py:1163(_execute_context)
Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 75/23 0.000 0.000 16.686 0.725 /opt/stack/osprofiler/osprofiler/notifier.py:28(notify)

#. Callers section: all functions or methods that called each function or
method in the resulting profiling data. This is restricted by the configured
number of top calls to log, as explained in
:ref:`config-neutron-for-code-profiling`. Following is a summary example of
this section:

::

Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: Ordered by: cumulative time
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: List reduced from 1861 to 100 due to restriction <100>
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: Function was called by...
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: ncalls tottime cumtime
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:132(wrapped) <- 2/0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:224(wrapped)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /opt/stack/neutron/neutron/common/utils.py:678(inner) <-
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1317(<genexpr>) <- 3 0.000 0.000 /opt/stack/osprofiler/osprofiler/profiler.py:426(_notify)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 16.883 /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:132(wrapped)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 2 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/base.py:69(__init__)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/base.py:1056(_execute_clauseelement)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 16.704 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/query.py:3281(one)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/query.py:3337(__iter__)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/query.py:3362(_execute_and_instances)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/session.py:1127(_connection_for_bind)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1310(get)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1315(_load)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:2033(load_scalar_from_joined_new_row)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1/0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/pool/base.py:840(_checkin)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1/0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/webob/request.py:1294(send)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /opt/stack/osprofiler/osprofiler/sqlalchemy.py:84(handler) <- 16/0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/event/attr.py:316(__call__)
Oct 20 01:52:40.767003 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /opt/stack/osprofiler/osprofiler/profiler.py:86(stop) <- 16/0 0.000 0.000 /opt/stack/osprofiler/osprofiler/sqlalchemy.py:84(handler)

#. Callees section: a list of all functions or methods that were called by the
indicated function or method. Again, this is restricted by the configured
number of top calls to log. Following is a summary example of this section:

::

Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: Ordered by: cumulative time
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: List reduced from 1861 to 100 due to restriction <100>
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: Function called...
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: ncalls tottime cumtime
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:132(wrapped) -> 1/0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/oslo_db/api.py:135(wrapper)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 16.883 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1317(<genexpr>)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /opt/stack/neutron/neutron/common/utils.py:678(inner) -> 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/neutron_lib/context.py:145(session)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 16.928 /usr/local/lib/python3.6/dist-packages/neutron_lib/db/api.py:224(wrapped)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/session.py:2986(is_active)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1317(<genexpr>) -> 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/default.py:579(do_execute)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 2 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/default.py:1078(post_exec)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 2 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/engine/default.py:1122(get_result_proxy)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 0 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/event/attr.py:316(__call__)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/event/base.py:266(__getattr__)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 15/3 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/loading.py:35(instances)
Oct 20 01:52:40.788842 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1317(<listcomp>)
Oct 20 01:52:40.791161 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 1 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/orm/strategies.py:1318(<lambda>)
Oct 20 01:52:40.791161 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: 3 0.000 0.000 /usr/local/lib/python3.6/dist-packages/sqlalchemy/util/langhelpers.py:852(__get__)


.. _config-neutron-for-code-profiling:

Setting up Neutron for code profiling
--------------------------------------

To start profiling Neutron code, the following steps have to be taken:

#. Add he following line to the ``[default]`` section of
``/etc/neutron/neutron.conf`` (code profiling is disabled by default):

.. code-block:: console

enable_code_profiling = True

#. Add the following import line to each module to be profiled:

.. code-block:: python

from neutron.profiling import profiled_decorator

#. Decorate each mehtod or function to be profiled as follows:

.. code-block:: python

@profiled_decorator.profile
def create_subnet(self, context, subnet):

#. For each decorated method or function execution, only the top 50 calls by
cumulative CPU time are logged. This can be changed adding the following
line to the ``[default]`` section of ``/etc/neutron/neutron.conf``:

.. code-block:: console

code_profiling_calls_to_log = 100


Profiling code with the Neutron Rally job
-----------------------------------------

Code profiling is enabled for the ``neutron-rally-task`` job in Neutron's check
queue in Zuul. Taking advantage of the fact that ``os-profiler`` is enabled for
this job, the data logged by the ``profiled_decorator.profile`` decorator
includes the ``os-profiler`` ``parent trace-id`` and ``trace-id`` as can be
seen here:

.. code-block:: console

Oct 20 01:52:40.759379 ubuntu-bionic-vexxhost-sjc1-0012393267 neutron-server[19578]: DEBUG neutron.profiling.profiled_decorator [None req-dc2d428f-4531-4f07-a12d-56843b5f9374 c_rally_8af8f2b4_YbhFJ6Ge c_rally_8af8f2b4_fqvy1XJp] os-profiler parent trace-id c5b30c7f-100b-4e1c-8f07-b2c38f41ad65 trace-id 6324fa85-ea5f-4ae2-9d89-2aabff0dddfc 16928 millisecs elapsed for neutron.plugins.ml2.plugin.create_port((<neutron.plugins.ml2.plugin.Ml2Plugin object at 0x7f0b4e6ca978>, <neutron_lib.context.Context object at 0x7f0b4bcee240>, {'port': {'tenant_id': '421ab52e126e45af81a3eb1962613e18', 'network_id': 'dc59577a-9589-4617-82b5-6ee31dbdb15d', 'fixed_ips': [{'ip_address': '1.1.5.177', 'subnet_id': 'e15ec947-9edd-4793-bf0f-c463c7ff2f62'}], 'admin_state_up': True, 'device_id': 'f33db890-7958-440e-b07b-432e40bb4049', 'device_owner': 'network:router_interface', 'name': '', 'project_id': '421ab52e126e45af81a3eb1962613e18', 'mac_address': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'allowed_address_pairs': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'extra_dhcp_opts': None, 'binding:vnic_type': 'normal', 'binding:host_id': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'binding:profile': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'port_security_enabled': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>, 'description': '', 'security_groups': <neutron_lib.constants.Sentinel object at 0x7f0b4fc69860>}}), {}):

Community developers wanting to use this to correlate data from ``os-profiler``
and the ``profiled_decorator.profile`` decorator can submit a ``DNM`` (Do Not
Merge) patch, decorating the functions and methods they want to profile and
optionally:

#. Configure the number of calls to be logged in the ``neutron-rally-task``
job definition, as described in :ref:`config-neutron-for-code-profiling`.

#. Increase the ``timeout`` parameter value of the ``neutron-rally-task`` job
in the `.zuul yaml file`_. The value used for the Neutron gate might be too
short when logging large quantities of profiling data.

.. _`.zuul yaml file`: https://github.com/openstack/neutron/blob/master/.zuul.yaml

The ``profiled_decorator.profile`` and ``os-profiler`` data will be found in
the ``neutron-rally-task`` log files and ``HTML report`` respectively.

+ 1
- 0
doc/source/contributor/internals/index.rst View File

@@ -35,6 +35,7 @@ Neutron Internals
api_extensions
api_layer
calling_ml2_plugin
code_profiling
db_layer
db_models
dns_order

+ 3
- 3
neutron/common/utils.py View File

@@ -923,7 +923,7 @@ class Timer(object):
return (datetime.datetime.now() - self.start).total_seconds()


def _collect_profiler_info():
def collect_profiler_info():
p = profiler.get()
if p:
return {
@@ -942,7 +942,7 @@ def spawn(func, *args, **kwargs):
but we re-initialize osprofiler in threads spawn()-ed.
"""

profiler_info = _collect_profiler_info()
profiler_info = collect_profiler_info()

@functools.wraps(func)
def wrapper(*args, **kwargs):
@@ -956,7 +956,7 @@ def spawn(func, *args, **kwargs):
def spawn_n(func, *args, **kwargs):
"""See spawn() above"""

profiler_info = _collect_profiler_info()
profiler_info = collect_profiler_info()

@functools.wraps(func)
def wrapper(*args, **kwargs):

+ 31
- 0
neutron/conf/profiling.py View File

@@ -0,0 +1,31 @@
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.


from oslo_config import cfg

from neutron._i18n import _


PROFILER_OPTS = [
cfg.BoolOpt('enable_code_profiling',
default=False,
help=_('Enable code execution profiling with cProfile. '
'Profiling data are logged at DEBUG level.')),
cfg.IntOpt('code_profiling_calls_to_log',
default=50,
help=_('Number of calls from the cProfile report to log')),
]


def register_profiling_opts(conf=cfg.CONF):
conf.register_opts(PROFILER_OPTS)

+ 0
- 0
neutron/profiling/__init__.py View File


+ 82
- 0
neutron/profiling/profiled_decorator.py View File

@@ -0,0 +1,82 @@
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.


import cProfile
from datetime import datetime
import io
import pstats

from oslo_config import cfg
from oslo_log import log
import six

from neutron.common import utils
from neutron.conf import profiling as profiling_conf_opts

LOG = log.getLogger(__name__)


CONF = cfg.CONF
profiling_conf_opts.register_profiling_opts()


SORT_BY = 'cumtime'


def profile(f):
"""Decorator to profile Neutron code.

This will profile the decorated method or function with cProfile and log
the result.
"""

@six.wraps(f)
def profile_wrapper(*args, **kwargs):

try:
if cfg.CONF.enable_code_profiling:
profid = "%s.%s" % (f.__module__, f.__name__)
profiler = cProfile.Profile()
profiler.enable()
start_time = datetime.now()
return f(*args, **kwargs)
finally:
if cfg.CONF.enable_code_profiling:
profiler.disable()
elapsed_time = datetime.now() - start_time
elapsed_time_ms = (elapsed_time.seconds * 1000.0 +
elapsed_time.microseconds / 1000.0)
stream = io.StringIO()
stats = pstats.Stats(profiler, stream=stream).sort_stats(
SORT_BY)
stats.print_stats(cfg.CONF.code_profiling_calls_to_log)
stats.print_callers(cfg.CONF.code_profiling_calls_to_log)
stats.print_callees(cfg.CONF.code_profiling_calls_to_log)
profiler_info = utils.collect_profiler_info()
if not profiler_info:
profiler_info = {'base_id': 'not available',
'parent_id': 'not available'}
LOG.debug('os-profiler parent trace-id %(parent_id)s '
'trace-id %(trace_id)s %(elapsed_time)7d millisecs '
'elapsed for %(method)s(*%(args)s, **%(kwargs)s):'
'\n%(profiler_data)s',
{'parent_id': profiler_info['parent_id'],
'trace_id': profiler_info['base_id'],
'elapsed_time': elapsed_time_ms,
'method': profid,
'args': args,
'kwargs': kwargs,
'profiler_data': stream.getvalue()})
stream.close()

return profile_wrapper

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