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LourensVeen committed Oct 1, 2023
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77 changes: 50 additions & 27 deletions docs/source/profiling.rst
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Expand Up @@ -62,11 +62,11 @@ are described here.
Plotting statistics from the command line
-----------------------------------------

The most simplest way of examining performance data gathered by MUSCLE3 is
through the ``muscle3 profile`` command from the shell. If you have done a run,
then you should have a run directory containing a ``performance.sqlite`` file.
If you have MUSCLE3 available in your environment (only the Python installation
is needed) then you have the ``muscle3 profile`` command available to show
The simplest way of examining performance data gathered by MUSCLE3 is through
the ``muscle3 profile`` command from the shell. If you have done a run, then
you should have a run directory containing a ``performance.sqlite`` file. If
you have MUSCLE3 available in your environment (only the Python installation is
needed) then you have the ``muscle3 profile`` command available to show
per-instance and per-core statistics as well as a timeline of events.

Per-instance time spent
Expand All @@ -80,10 +80,10 @@ Per-instance time spent
muscle3 profile --instances /path/to/performance.sqlite
With ``--instances``, the plot will show for each instance how much time it
spent in total on computing, communicating and waiting. This plot gives an idea
of where most of the computing is done, and which components you need to
optimise to get an answer sooner.
With ``--instances`` or ``-i``, the plot will show for each instance how much
time it spent in total on computing, communicating and waiting. This plot gives
an idea of where most of the computing is done, and which components you need
to optimise to get an answer sooner.

In many models, you will find that there's one component that takes up most of
the compute time, and others that spend most of their time waiting and then do a
Expand Down Expand Up @@ -128,9 +128,10 @@ Resource usage
If you are running on a large computer, then it may be interesting to see how
you are using the resources allocated to you. The command ``muscle3 profile
--resources performance.sqlite`` will produce a plot showing for each core how
much time it spent running the various instances. This gives an idea of which
component used the most resources, and tells you what you should optimise if
you're trying to reduce the number of core hours spent.
much time it spent running the various instances (``-r`` for short also works).
This gives an idea of which component used the most resources, and tells you
what you should optimise if you're trying to reduce the number of core hours
spent.

The total time shown per core doesn't necessarily match the total run time, as
cores may be idle during the simulation. This can happen for example if
Expand All @@ -150,14 +151,11 @@ Event timeline
muscle3 profile --timeline /path/to/performance.sqlite
If you really want to get into the details, ``--timeline`` shows a timeline of
profiling events. This visualises the raw data from the database, showing
exactly when each instance sent and received data, when it was waiting for
input, and when it computed. The meaning of the event types shown is as follows:

RUNNING
The instance was running, meaning that it was actively computing or doing
non-MUSCLE3 communication.
If you really want to get into the details, ``--timeline`` or ``-t`` shows a
timeline of profiling events. This visualises the raw data from the database,
showing exactly when each instance sent and received data, when it was waiting
for input, and when it computed. The meaning of the event types shown is as
follows:

REGISTER
The instance contacted the manager to share its location on the network, so
Expand All @@ -167,6 +165,22 @@ CONNECT
The instance asked the manager who to communicate with, and set up
connections to these other instances.

RUNNING
The instance was running, meaning that it was actively computing or doing
non-MUSCLE3 communication.

SHUTDOWN_WAIT
The instance was waiting to receive the information it needed to determine
that it should shut down, rather than run the reuse loop again.

DISCONNECT_WAIT
The instance was waiting for the instances it communicates with to
acknowledge that it would be shutting down. This may take a while if those
other instances are busy doing calculations or talking to someone else.

SHUTDOWN
The instance was shutting down its MUSCLE3 communications.

DEREGISTER
The instance contacted the manager to say that it was ending it run.

Expand Down Expand Up @@ -204,7 +218,7 @@ Analysis with Python
If you want to get quantitative data, or just want to make your own plots, then
you can use MUSCLE3's Python API. It contains several useful functions for
extracting information and statistics from a profiling database. They are
collected in the :py:class:`libmuscle.ProfileDatabasa` class.
collected in the :py:class:`libmuscle.ProfileDatabase` class.

Per-instance statistics
```````````````````````
Expand Down Expand Up @@ -420,12 +434,21 @@ Database format version
+----------------+-------------------+

This table stores a single row containing the version of the database format
used in this file. The current version is 1.0. This uses semantic versioning, so
incompatible future formats will have a higher major version. Compatible
changes, including addition of columns to existing tables, will increment the
minor version number. Note that this means that ``SELECT * FROM ...`` may give a
different result for different minor versions. If that's not acceptable, specify
the columns you want explicitly.
used in this file. This uses semantic versioning, so incompatible future formats
will have a higher major version. Compatible changes, including addition of
columns to existing tables, will increment the minor version number. Note that
this means that ``SELECT * FROM ...`` may give a different result for different
minor versions. To make your code compatible with future minor versions, it's a
good idea to specify the columns you want explicitly.

Here is a brief version history:

Version 1.0 (written by MUSCLE3 0.7.0)
Initial release.

Version 1.1 (written by MUSCLE3 0.7.1)
Added new ``SHUTDOWN_WAIT``, ``DISCONNECT_WAIT`` and ``SHUTDOWN`` events.
No changes to the tables.

Formatted events
````````````````
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9 changes: 5 additions & 4 deletions libmuscle/python/libmuscle/manager/profile_database.py
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Expand Up @@ -289,10 +289,11 @@ def time_taken(
Args:
etype: Type of event to get the starting point from.
Possible values: `'REGISTER'`, `'CONNECT'`,
`'DEREGISTER'`, `'SEND'`, `'RECEIVE'`, `'RECEIVE_WAIT'`,
`'RECEIVE_TRANSFER'`, `'RECEIVE_DECODE'`. See the
documentation for a description of each.
Possible values: `'REGISTER'`, `'CONNECT'`, `'SHUTDOWN_WAIT'`,
`'DISCONNECT_WAIT'`, `'SHUTDOWN'`, `'DEREGISTER'`, `'SEND'`,
`'RECEIVE'`, `'RECEIVE_WAIT'`, `'RECEIVE_TRANSFER'`,
`'RECEIVE_DECODE'`. See the documentation for a description
of each.
instance: Name of the instance to get the event from. You
can use `%` as a wildcard matching anything. For
example, `'macro[%'` will match all instances of the
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