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Update dummyrunner docs
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parent
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4 changed files with 207 additions and 78 deletions
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@ -65,6 +65,7 @@ Up requirements to Django 3.2+
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- Remove `mygame/web/static_overrides` and -`template_overrides`, reorganize website/admin/client/api
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into a more consistent structure for overriding. Expanded webpage documentation considerably.
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- REST API list-view was shortened (#2401). New CSS/HTML. Add ReDoc for API autodoc page.
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- Update and fix dummyrunner with cleaner code and setup.
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### Evennia 0.9.5 (2019-2020)
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@ -4,24 +4,27 @@
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## Introduction
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Sometimes it can be useful to try to determine just how efficient a particular piece of code is, or
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to figure out if one could speed up things more than they are. There are many ways to test the
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performance of Python and the running server.
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Sometimes it can be useful to try to determine just how efficient a particular
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piece of code is, or to figure out if one could speed up things more than they
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are. There are many ways to test the performance of Python and the running
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server.
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Before digging into this section, remember Donald Knuth's [words of
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wisdom](https://en.wikipedia.org/wiki/Program_optimization#When_to_optimize):
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Before digging into this section, remember Donald Knuth's
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[words of wisdom](https://en.wikipedia.org/wiki/Program_optimization#When_to_optimize):
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> *[...]about 97% of the time: Premature optimization is the root of all evil*.
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That is, don't start to try to optimize your code until you have actually identified a need to do
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so. This means your code must actually be working before you start to consider optimization.
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Optimization will also often make your code more complex and harder to read. Consider readability
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and maintainability and you may find that a small gain in speed is just not worth it.
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That is, don't start to try to optimize your code until you have actually
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identified a need to do so. This means your code must actually be working before
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you start to consider optimization. Optimization will also often make your code
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more complex and harder to read. Consider readability and maintainability and
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you may find that a small gain in speed is just not worth it.
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## Simple timer tests
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Python's `timeit` module is very good for testing small things. For example, in order to test if it
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is faster to use a `for` loop or a list comprehension you could use the following code:
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Python's `timeit` module is very good for testing small things. For example, in
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order to test if it is faster to use a `for` loop or a list comprehension you
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could use the following code:
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```python
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import timeit
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@ -33,93 +36,218 @@ is faster to use a `for` loop or a list comprehension you could use the followin
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<<< 5.358283996582031
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```
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The `setup` keyword is used to set up things that should not be included in the time measurement,
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like `a = []` in the first call.
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The `setup` keyword is used to set up things that should not be included in the
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time measurement, like `a = []` in the first call.
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By default the `timeit` function will re-run the given test 1000000 times and returns the *total
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time* to do so (so *not* the average per test). A hint is to not use this default for testing
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something that includes database writes - for that you may want to use a lower number of repeats
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(say 100 or 1000) using the `number=100` keyword.
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By default the `timeit` function will re-run the given test 1000000 times and
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returns the *total time* to do so (so *not* the average per test). A hint is to
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not use this default for testing something that includes database writes - for
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that you may want to use a lower number of repeats (say 100 or 1000) using the
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`number=100` keyword.
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## Using cProfile
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Python comes with its own profiler, named cProfile (this is for cPython, no tests have been done
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with `pypy` at this point). Due to the way Evennia's processes are handled, there is no point in
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using the normal way to start the profiler (`python -m cProfile evennia.py`). Instead you start the
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profiler through the launcher:
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Python comes with its own profiler, named cProfile (this is for cPython, no
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tests have been done with `pypy` at this point). Due to the way Evennia's
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processes are handled, there is no point in using the normal way to start the
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profiler (`python -m cProfile evennia.py`). Instead you start the profiler
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through the launcher:
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evennia --profiler start
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This will start Evennia with the Server component running (in daemon mode) under cProfile. You could
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instead try `--profile` with the `portal` argument to profile the Portal (you would then need to
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This will start Evennia with the Server component running (in daemon mode) under
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cProfile. You could instead try `--profile` with the `portal` argument to
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profile the Portal (you would then need to
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[start the Server separately](../Setup/Start-Stop-Reload)).
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Please note that while the profiler is running, your process will use a lot more memory than usual.
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Memory usage is even likely to climb over time. So don't leave it running perpetually but monitor it
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carefully (for example using the `top` command on Linux or the Task Manager's memory display on
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Windows).
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Please note that while the profiler is running, your process will use a lot more
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memory than usual. Memory usage is even likely to climb over time. So don't
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leave it running perpetually but monitor it carefully (for example using the
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`top` command on Linux or the Task Manager's memory display on Windows).
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Once you have run the server for a while, you need to stop it so the profiler can give its report.
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Do *not* kill the program from your task manager or by sending it a kill signal - this will most
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likely also mess with the profiler. Instead either use `evennia.py stop` or (which may be even
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better), use `@shutdown` from inside the game.
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Once you have run the server for a while, you need to stop it so the profiler
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can give its report. Do *not* kill the program from your task manager or by
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sending it a kill signal - this will most likely also mess with the profiler.
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Instead either use `evennia.py stop` or (which may be even better), use
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`@shutdown` from inside the game.
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Once the server has fully shut down (this may be a lot slower than usual) you will find that
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profiler has created a new file `mygame/server/logs/server.prof`.
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Once the server has fully shut down (this may be a lot slower than usual) you
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will find that profiler has created a new file `mygame/server/logs/server.prof`.
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## Analyzing the profile
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### Analyzing the profile
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The `server.prof` file is a binary file. There are many ways to analyze and display its contents,
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all of which has only been tested in Linux (If you are a Windows/Mac user, let us know what works).
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The `server.prof` file is a binary file. There are many ways to analyze and
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display its contents, all of which has only been tested in Linux (If you are a
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Windows/Mac user, let us know what works).
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We recommend the
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[Runsnake](http://www.vrplumber.com/programming/runsnakerun/) visualizer to see the processor usage
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of different processes in a graphical form. For more detailed listing of usage time, you can use
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[KCachegrind](http://kcachegrind.sourceforge.net/html/Home.html). To make KCachegrind work with
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Python profiles you also need the wrapper script
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[pyprof2calltree](https://pypi.python.org/pypi/pyprof2calltree/). You can get pyprof2calltree via
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`pip` whereas KCacheGrind is something you need to get via your package manager or their homepage.
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You can look at the contents of the profile file with Python's in-built `pstats`
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module in the evennia shell (it's recommended you install `ipython` with `pip
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install ipython` in your virtualenv first, for prettier output):
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How to analyze and interpret profiling data is not a trivial issue and depends on what you are
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profiling for. Evennia being an asynchronous server can also confuse profiling. Ask on the mailing
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list if you need help and be ready to be able to supply your `server.prof` file for comparison,
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along with the exact conditions under which it was obtained.
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evennia shell
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Then in the shell
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```python
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import pstats
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from pstats import SortKey
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p = pstats.Stats('server/log/server.prof')
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p.strip_dirs().sort_stats(-1).print_stats()
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```
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See the
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[Python profiling documentation](https://docs.python.org/3/library/profile.html#instant-user-s-manual)
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for more information.
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You can also visualize the data in various ways.
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- [Runsnake](https://pypi.org/project/RunSnakeRun/) visualizes the profile to
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give a good overview. Install with `pip install runsnakerun`. Note that this
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may require a C compiler and be quite slow to install.
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- For more detailed listing of usage time, you can use
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[KCachegrind](http://kcachegrind.sourceforge.net/html/Home.html). To make
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KCachegrind work with Python profiles you also need the wrapper script
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[pyprof2calltree](https://pypi.python.org/pypi/pyprof2calltree/). You can get
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`pyprof2calltree` via `pip` whereas KCacheGrind is something you need to get
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via your package manager or their homepage.
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How to analyze and interpret profiling data is not a trivial issue and depends
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on what you are profiling for. Evennia being an asynchronous server can also
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confuse profiling. Ask on the mailing list if you need help and be ready to be
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able to supply your `server.prof` file for comparison, along with the exact
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conditions under which it was obtained.
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## The Dummyrunner
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It is difficult to test "actual" game performance without having players in your game. For this
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reason Evennia comes with the *Dummyrunner* system. The Dummyrunner is a stress-testing system: a
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separate program that logs into your game with simulated players (aka "bots" or "dummies"). Once
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connected these dummies will semi-randomly perform various tasks from a list of possible actions.
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Use `Ctrl-C` to stop the Dummyrunner.
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It is difficult to test "actual" game performance without having players in your
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game. For this reason Evennia comes with the *Dummyrunner* system. The
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Dummyrunner is a stress-testing system: a separate program that logs into your
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game with simulated players (aka "bots" or "dummies"). Once connected, these
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dummies will semi-randomly perform various tasks from a list of possible
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actions. Use `Ctrl-C` to stop the Dummyrunner.
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> Warning: You should not run the Dummyrunner on a production database. It will spawn many objects
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and also needs to run with general permissions.
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```warning::
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To launch the Dummyrunner, first start your server normally (with or without profiling, as above).
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Then start a new terminal/console window and active your virtualenv there too. In the new terminal,
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try to connect 10 dummy players:
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You should not run the Dummyrunner on a production database. It
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will spawn many objects and also needs to run with general permissions.
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evennia --dummyrunner 10
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The first time you do this you will most likely get a warning from Dummyrunner. It will tell you to
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copy an import string to the end of your settings file. Quit the Dummyrunner (`Ctrl-C`) and follow
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the instructions. Restart Evennia and try `evennia --dummyrunner 10` again. Make sure to remove that
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extra settings line when running a public server.
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The actions perform by the dummies is controlled by a settings file. The default Dummyrunner
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settings file is `evennia/server/server/profiling/dummyrunner_settings.py` but you shouldn't modify
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this directly. Rather create/copy the default file to `mygame/server/conf/` and modify it there. To
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make sure to use your file over the default, add the following line to your settings file:
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```python
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DUMMYRUNNER_SETTINGS_MODULE = "server/conf/dummyrunner_settings.py"
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This is the recommended process for using the dummy runner:
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```
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> Hint: Don't start with too many dummies. The Dummyrunner defaults to taxing the server much more
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intensely than an equal number of human players. A good dummy number to start with is 10-100.
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1. Stop your server completely with `evennia stop`.
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1. At _the end_ of your `mygame/server/conf.settings.py` file, add the line
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Once you have the dummyrunner running, stop it with `Ctrl-C`.
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from evennia.server.profiling.settings_mixin import *
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This will override your settings and disable Evennia's rate limiters and
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DoS-protections, which would otherwise block mass-connecting clients from
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one IP. Notably, it will also change to a different (faster) password hasher.
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1. (recommended): Build a new database. If you use default Sqlite3 and want to
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keep your existing database, just rename `mygame/server/evennia.db3` to
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`mygame/server/evennia.db3_backup` and run `evennia migrate` and `evennia
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start` to create a new superuser as usual.
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1. (recommended) Log into the game as your superuser. This is just so you
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can manually check response. If you kept an old database, you will _not_
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be able to connect with an _existing_ user since the password hasher changed!
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1. Start the dummyrunner with 10 dummy users from the terminal with
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evennia --dummyrunner 10
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Use `Ctrl-C` (or `Cmd-C`) to stop it.
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If you want to see what the dummies are actually doing you can run with a single
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dummy:
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evennia --dummyrunner 1
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The inputs/outputs from the dummy will then be printed. By default the runner
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uses the 'looker' profile, which just logs in and sends the 'look' command
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over and over. To change the settings, copy the file
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`evennia/server/profiling/dummyrunner_settings.py` to your `mygame/server/conf/`
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directory, then add this line to your settings file to use it in the new
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location:
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DUMMYRUNNER_SETTINGS_MODULE = "server/conf/dummyrunner_settings.py"
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The dummyrunner settings file is a python code module in its own right - it
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defines the actions available to the dummies. These are just tuples of command
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strings (like "look here") for the dummy to send to the server along with a
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probability of them happening. The dummyrunner looks for a global variable
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`ACTIONS`, a list of tuples, where the first two elements define the
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commands for logging in/out of the server.
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Below is a simplified minimal setup (the default settings file adds a lot more
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functionality and info):
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```python
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# minimal dummyrunner setup file
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# Time between each dummyrunner "tick", in seconds. Each dummy will be called
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# with this frequency.
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TIMESTEP = 1
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# Chance of a dummy actually performing an action on a given tick. This
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# spreads out usage randomly, like it would be in reality.
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CHANCE_OF_ACTION = 0.5
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# Chance of a currently unlogged-in dummy performing its login action every
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# tick. This emulates not all accounts logging in at exactly the same time.
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CHANCE_OF_LOGIN = 0.01
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# Which telnet port to connect to. If set to None, uses the first default
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# telnet port of the running server.
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TELNET_PORT = None
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# actions
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def c_login(client):
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name = f"Character-{client.gid}"
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pwd = f"23fwsf23sdfw23wef23"
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return (
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f"create {name} {pwd}"
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f"connect {name} {pwd}"
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)
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def c_logout(client):
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return ("quit", )
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def c_look(client):
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return ("look here", "look me")
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# this is read by dummyrunner.
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ACTIONS = (
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c_login,
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c_logout,
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(1.0, c_look) # (probability, command-generator)
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)
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```
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At the bottom of the default file are a few default profiles you can test out
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by just setting the `PROFILE` variable to one of the options.
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### Dummyrunner hints
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- Don't start with too many dummies. The Dummyrunner taxes the server much more
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than 'real' users tend to do. Start with 10-100 to begin with.
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- Stress-testing can be fun, but also consider what a 'realistic' number of
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users would be for your game.
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- Note in the dummyrunner output how many commands/s are being sent to the
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server by all dummies. This is usually a lot higher than what you'd
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realistically expect to see from the same number of users.
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- The default settings sets up a 'lag' measure to measaure the round-about
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message time. It updates with an average every 30 seconds. It can be worth to
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have this running for a small number of dummies in one terminal before adding
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more by starting another dummyrunner in another terminal - the first one will
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act as a measure of how lag changes with different loads. Also verify the
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lag-times by entering commands manually in-game.
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- Check the CPU usage of your server using `top/htop` (linux). In-game, use the
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`server` command.
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- You can run the server with `--profiler start` to test it with dummies. Note
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that the profiler will itself affect server performance, especially memory
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consumption.
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- Generally, the dummyrunner system makes for a decent test of general
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performance; but it is of course hard to actually mimic human user behavior.
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For this, actual real-game testing is required.
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Generally, the dummyrunner system makes for a decent test of general performance; but it is of
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course hard to actually mimic human user behavior. For this, actual real-game testing is required.
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@ -1,5 +1,5 @@
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# Toc
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- [API root](api/evennia-api.rst)
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- [Coding/Coding Introduction](Coding/Coding-Introduction)
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- [Coding/Coding Overview](Coding/Coding-Overview)
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- [Coding/Continuous Integration](Coding/Continuous-Integration)
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@ -258,7 +258,7 @@ def c_measure_lag(client):
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# socializing_builder - builds a lot, creates help entries, moves, chat (spammy)
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# only_digger - extreme builder that only digs room after room
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PROFILE = "normal_player"
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PROFILE = "looker"
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if PROFILE == 'idler':
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