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Benchmarking QCoDeS | ||
=================== | ||
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This directory contains benchmarks implemented for usage with airspeed | ||
velocity ``asv`` benchmarking package. Refer to `asv documentation`_ for | ||
information on how to use it. | ||
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.. _asv documentation: https://asv.readthedocs.io/en/stable/index.html | ||
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The ``asv.conf.json`` file in this directory configures ``asv`` to work | ||
correctly with QCoDeS. | ||
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Usage | ||
----- | ||
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Run benchmarking | ||
```````````````` | ||
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If you already have a python environment set up for QCoDeS, then run the | ||
following command from this directory: | ||
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.. code:: bash | ||
asv run python=same | ||
If you do not have an environment set, then ``asv`` can set it up | ||
automatically. The benchmarks are executed in the same way: | ||
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.. code:: bash | ||
asv run | ||
Either of the commands above will execute benchmarking for the latest commit | ||
of the master branch. | ||
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If you want to run benchmarking for a particular commit, use the same syntax | ||
as there is used for ``git log`` (commit id with ``^!`` at the end; note that in | ||
some terminals you will need to type ``^`` two times like this ``^^!``): | ||
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.. code:: bash | ||
asv run ed9b6fe8^! | ||
Use the ``--bench`` option with a regular expression to tell ``asv`` which | ||
benchmarks you would like to execute. For example, use the following syntax | ||
to execute a benchmark called ``saving`` in ``data.py`` benchmark module: | ||
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.. code:: bash | ||
asv run --bench data.saving | ||
Refer to `asv documentation`_ for more information on the various ways the | ||
benchmarking can be executed (for example, how to run a particular | ||
benchmark, how to compare results between commits, etc). | ||
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Display benchmarking results | ||
```````````````````````````` | ||
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In order to view the benchmarking results, execute the following command | ||
to generate a convenient website | ||
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.. code:: bash | ||
asv publish | ||
and the following command to start a simple server that could host the | ||
website locally (the generated website is not static, hence the server is | ||
needed) | ||
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.. code:: bash | ||
asv preview -b | ||
The ``-b`` option opens the website automatically in your default browser | ||
(the URL that it opens automatically is also printed to the terminal). In | ||
order to stop the server, press ``Ctrl+C`` in the terminal where you've | ||
started it. | ||
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Note that the benchmarking results are created locally on your machine, and | ||
they get accumulated. | ||
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In order to compare benchmarking results of two commits, use the following | ||
command (note that the benchmarking results for these two commits should | ||
already exist): | ||
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.. code:: bash | ||
asv compare ed859c0a 8984aefb | ||
Profile during benchmarking | ||
``````````````````````````` | ||
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If you would like to also profile while benchmarking in order to get more | ||
insights on the performance of the code, use either | ||
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.. code:: bash | ||
asv run --profile | ||
command or | ||
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.. code:: bash | ||
asv profile | ||
command. | ||
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In case you would like to use a visualization tool for the profile results, | ||
you can install one, for example, ``snakeviz``, and run benchmarking with | ||
profiling as follows: | ||
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.. code:: bash | ||
asv profile --gui=snakeviz | ||
ToDo for QCoDeS/core | ||
-------------------- | ||
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- host results and their html representation (GitHub pages?) |
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{ | ||
// The version of the config file format. Do not change, unless | ||
// you know what you are doing. | ||
"version": 1, | ||
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// The name of the project being benchmarked | ||
"project": "Qcodes", | ||
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// The project's homepage | ||
"project_url": "http://github.com/QCoDeS/Qcodes", | ||
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// The URL or local path of the source code repository for the | ||
// project being benchmarked | ||
"repo": "..", | ||
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// List of branches to benchmark. If not provided, defaults to "master" | ||
// (for git) or "default" (for mercurial). | ||
// "branches": ["master"], // for git | ||
// "branches": ["default"], // for mercurial | ||
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// The DVCS being used. If not set, it will be automatically | ||
// determined from "repo" by looking at the protocol in the URL | ||
// (if remote), or by looking for special directories, such as | ||
// ".git" (if local). | ||
"dvcs": "git", | ||
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// The tool to use to create environments. May be "conda", | ||
// "virtualenv" or other value depending on the plugins in use. | ||
// If missing or the empty string, the tool will be automatically | ||
// determined by looking for tools on the PATH environment | ||
// variable. | ||
"environment_type": "conda", | ||
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// timeout in seconds for installing any dependencies in environment | ||
// defaults to 10 min | ||
//"install_timeout": 600, | ||
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// the base URL to show a commit for the project. | ||
"show_commit_url": "https://github.com/QCoDeS/Qcodes/commit/", | ||
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// The Pythons you'd like to test against. If not provided, defaults | ||
// to the current version of Python used to run `asv`. | ||
// "pythons": ["2.7", "3.3"], | ||
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// The matrix of dependencies to test. Each key is the name of a | ||
// package (in PyPI) and the values are version numbers. An empty | ||
// list or empty string indicates to just test against the default | ||
// (latest) version. null indicates that the package is to not be | ||
// installed. If the package to be tested is only available from | ||
// PyPi, and the 'environment_type' is conda, then you can preface | ||
// the package name by 'pip+', and the package will be installed via | ||
// pip (with all the conda available packages installed first, | ||
// followed by the pip installed packages). | ||
// | ||
// "matrix": { | ||
// "numpy": ["1.6", "1.7"], | ||
// "six": ["", null], // test with and without six installed | ||
// "pip+emcee": [""], // emcee is only available for install with pip. | ||
// }, | ||
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// Combinations of libraries/python versions can be excluded/included | ||
// from the set to test. Each entry is a dictionary containing additional | ||
// key-value pairs to include/exclude. | ||
// | ||
// An exclude entry excludes entries where all values match. The | ||
// values are regexps that should match the whole string. | ||
// | ||
// An include entry adds an environment. Only the packages listed | ||
// are installed. The 'python' key is required. The exclude rules | ||
// do not apply to includes. | ||
// | ||
// In addition to package names, the following keys are available: | ||
// | ||
// - python | ||
// Python version, as in the *pythons* variable above. | ||
// - environment_type | ||
// Environment type, as above. | ||
// - sys_platform | ||
// Platform, as in sys.platform. Possible values for the common | ||
// cases: 'linux2', 'win32', 'cygwin', 'darwin'. | ||
// | ||
// "exclude": [ | ||
// {"python": "3.2", "sys_platform": "win32"}, // skip py3.2 on windows | ||
// {"environment_type": "conda", "six": null}, // don't run without six on conda | ||
// ], | ||
// | ||
// "include": [ | ||
// // additional env for python2.7 | ||
// {"python": "2.7", "numpy": "1.8"}, | ||
// // additional env if run on windows+conda | ||
// {"platform": "win32", "environment_type": "conda", "python": "2.7", "libpython": ""}, | ||
// ], | ||
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// The directory (relative to the current directory) that benchmarks are | ||
// stored in. If not provided, defaults to "benchmarks" | ||
"benchmark_dir": "benchmarks", | ||
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// The directory (relative to the current directory) to cache the Python | ||
// environments in. If not provided, defaults to "env" | ||
"env_dir": "env", | ||
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// The directory (relative to the current directory) that raw benchmark | ||
// results are stored in. If not provided, defaults to "results". | ||
"results_dir": "results", | ||
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// The directory (relative to the current directory) that the html tree | ||
// should be written to. If not provided, defaults to "html". | ||
"html_dir": "html", | ||
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// The number of characters to retain in the commit hashes. | ||
// "hash_length": 8, | ||
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// `asv` will cache wheels of the recent builds in each | ||
// environment, making them faster to install next time. This is | ||
// number of builds to keep, per environment. | ||
// "wheel_cache_size": 0 | ||
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// The commits after which the regression search in `asv publish` | ||
// should start looking for regressions. Dictionary whose keys are | ||
// regexps matching to benchmark names, and values corresponding to | ||
// the commit (exclusive) after which to start looking for | ||
// regressions. The default is to start from the first commit | ||
// with results. If the commit is `null`, regression detection is | ||
// skipped for the matching benchmark. | ||
// | ||
// "regressions_first_commits": { | ||
// "some_benchmark": "352cdf", // Consider regressions only after this commit | ||
// "another_benchmark": null, // Skip regression detection altogether | ||
// } | ||
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// The thresholds for relative change in results, after which `asv | ||
// publish` starts reporting regressions. Dictionary of the same | ||
// form as in ``regressions_first_commits``, with values | ||
// indicating the thresholds. If multiple entries match, the | ||
// maximum is taken. If no entry matches, the default is 5%. | ||
// | ||
// "regressions_thresholds": { | ||
// "some_benchmark": 0.01, // Threshold of 1% | ||
// "another_benchmark": 0.5, // Threshold of 50% | ||
// } | ||
} |
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""" | ||
This module contains benchmarks for QCoDeS. These benchmarks shall be executed | ||
by the `asv` (airspeed velocity) package. | ||
""" |
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