python: Replace orderdict with collections.OrderedDict

Python 2.7 and newer has support for ordered dictionaries in the
standard library. Remove this custom class.

Change-Id: I4b720405aa3c4ce8d5c0b401eefe744a85ac3a3e
Signed-off-by: Andreas Sandberg <andreas.sandberg@arm.com>
Reviewed-on: https://gem5-review.googlesource.com/c/16362
Reviewed-by: Giacomo Travaglini <giacomo.travaglini@arm.com>
Reviewed-by: Jason Lowe-Power <jason@lowepower.com>

misc: updated shabang for python script

The default python on MacOS doesn’t have an alias to python2.
The official python version supported in gem5 is Python2.7.

This patch updates the shabang according to the version required in gem5.

Change-Id: I9533c0f7858b5b3cab0ef101be1ee5cd718105b0
Reviewed-on: https://gem5-review.googlesource.com/c/15375
Maintainer: Andreas Sandberg <andreas.sandberg@arm.com>
Reviewed-by: Jason Lowe-Power <jason@lowepower.com>
Reviewed-by: Andreas Sandberg <andreas.sandberg@arm.com>

misc: Update #!env calls for python to explicit version

In some newer Linux distributions, env python default to Python 3.0. This
patch explicitly uses "python2" instead of just "python" for all scripts
that use #!

Reported-by: Sanchayan Maity <maitysanchayan@gmail.com>
Signed-off-by: Jason Lowe-Power <jason@lowepower.com>

stats: fix usage of jobfile

Merge ARM into the head. ARM will compile but may not actually work.

python: Move various utility classes into a new m5.util package so
they're all in the same place. This also involves having just one
jobfile.py and moving it into the utils directory to avoid
duplication. Lots of improvements to the utility as well.

Merge iceaxe.:/Volumes/work/research/m5/head
into iceaxe.:/Volumes/work/research/m5/merge

src/cpu/simple/base.cc:
src/kern/kernel_stats.cc:
src/kern/kernel_stats.hh:
src/kern/system_events.cc:
src/kern/system_events.hh:
src/python/m5/objects/System.py:
src/sim/system.cc:
src/sim/system.hh:
hand merge

Updated Authors from bk prs info

Remove all binning stuff

Fix some of lisa's barchart changes

util/stats/barchart.py:
- there is no self.inner_axes
- don't append an empty value to self.xsubticks, otherwise
subsequent calls will get extra empty ticks
- rotate labels 30 degrees instead of 90 so it looks better

fix some minor stats stuff

util/stats/stats.py:
fix up a few of the stats.

Allow graph_group to not be selected so we can have a
normal ungrouped barchart

better function categorization

util/stats/categories.py:
bit more stuff for categorizing functions

fix small python bug in database processing code

util/stats/db.py:
fix usage of hasattr

code cleanup

util/stats/barchart.py:
clean up some of lisa's messy code
remove trailing whitespace while I'm at it.

forgot to add a chart option

util/stats/chart.py:
add a bool config option for determining
if the legend is inside or outside the figure

add error bars and more options for legend placement

util/stats/barchart.py:
Add support for error bars
util/stats/barchart.py:
add support to choose between a legend inside or
outside the figure.

better colors for barcharts

util/stats/barchart.py:
If there are fewer than 5 colors, pick from a subset of
5 so there is more consistency in colors between graphs

1) make it pretty for large clusters
2) make subticks vertical so they can be longer
3) make inner and outer axes farther apart to make room for subtick's vertical labels

few changes for nate:
1) cosmetic - removing visibility of meta axes except for the tick labels.
2) unless subticklabels defined, don't do meta axes. (instead of assuming if you have 3D graph, do meta axes)

remove print statements

more changes for subtick labels.

util/stats/barchart.py:
oop forgot this for 1D graph cases.
util/stats/chart.py:
need to add default param to chart.

Now you can have sublabels for every bar using the self.xsubticklabels parameter.

Create the ProxyError Exception. Raise it when an unproxy
operation fails because information is wrong or not available.

Add a little bit of support to grab info for making graphs
without using the jobfile.

util/stats/db.py:
util/stats/profile.py:
Make it possible to send job as a string and to set the system
separately from the job.

Major improvements in the graph output code. Mostly adding more
options, making existing options more visible and dealing with
holes in data better.

util/stats/barchart.py:
- move the options for BarChart to a base class ChartOptions so
they can be more easily set and copied.
- add an option to set the chart size (so you can adjust the aspect ratio)
- don't do the add_subplot thing, use add_axes directly so we can
affect the size of the figure itself to make room for the legend
- make the initial array bottom floating point so we don't lose precision
- add an option to set the limits on the y axis
- use a figure legend instead of an axes legend so we can put the legend
outside of the actual chart. Also add an option to set the fontsize of
the legend.
- initial hack at outputting csv files
util/stats/db.py:
don't print out an error when the run is missing from the database
just return None, the error will be print elsewhere.
util/stats/output.py:
- make StatOutput derive from ChartOptions so that it's easier to
set default chart options.
- make the various output functions (graph, display, etc.) take the
name of the data as a parameter instead of making it a parameter to
__init__. This allows me to create the StatOutput object with
generic parameters while still being able to specialize the name
after the fact
- add support for graph_group and graph_bars to be applied to multiple
configuration groups. This results in a cross product of the groups
to be generated and used.
- flush the html file output as we go so that we can load the file
while graphs are still being generated.
- make the proxy a parameter to the graph function so the proper system's
data can be graphed
- for any groups or bars that are completely missing, remove them from
the graph. This way, if we decide not to do a set of runs, there won't
be holes in the data.
- output eps and ps by default in addition to the png.
util/stats/profile.py:
- clean up the data structures that are used to store the function
profile information and try our best to avoid keeping extra data
around that isn't used.
- make get() return None if a job is missing so we know it was
missing rather than the all zeroes thing.
- make the function profile categorization stuff total up to 100%
- Fixup the x-axis and y-axis labels.
- fix the dot file output stuff.
util/stats/stats.py:
support the new options stuff for StatOutput

Change the set of statistics that are generated when specifying "all"

More changes from cpus named fullX to runX

make the NUMCPUS parameter always refer to the total number of cpus
on the test system.
add an option for pio_delay_write to run.py

util/stats/stats.py:
full0 -> run0 due to run.py change
sim_ticks doesn't make sense with tick = ps, so use
one of the cpu's numCycles paramter

Deal with divide by zero in the python stats stuff.

util/stats/info.py:
If an operation results in a divide by zero, just return None

implement __str__ for all of the proxy stuff so we can
actually print out a statistic.

Merge zizzer:/bk/m5
into zeep.eecs.umich.edu:/z/saidi/work/m5

Change the output of stability info a little bit

Fix a couple of bug in the values() vector accessor

util/stats/db.py:
need to import the values function
util/stats/info.py:
it's just run

Minor updates to the profile code.

util/stats/profile.py:
Pass around the number of symbols limit
deal with categorization a bit better.

Major cleanup of the statistics handling code

util/stats/db.py:
Build a result object as the result of a query operation so it is
easier to populate and contains a bit more information than just
a big dict. Also change the next level data into a matrix instead
of a dict of dicts.
Move the "get" function into the Database object. (The get function
is used by the output parsing function as the interface for accessing
backend storage, same interface for profile stuff.)
Change the old get variable to the method variable, it describes how
the get works, (whether using sum, stdev, etc.)
util/stats/display.py:
Clean up the display functions, mostly formatting.
Handle values the way they should be now.
util/stats/info.py:
Totally re-work how values are accessed from their data store.
Access individual values on demand instead of calculating everything
and passing up a huge result from the bottom.
This impacts the way that proxying works, and in general, everything
is now esentially a proxy for the lower level database. Provide new
operators: unproxy, scalar, vector, value, values, total, and len which
retrieve the proper result from the object they are called on.
Move the ProxyGroup stuff (proxies of proxies!) here from the now gone
proxy.py file and integrate the shared parts of the code. The ProxyGroup
stuff allows you to write formulas without specifying the statistics
until evaluation time.

Get rid of global variables!
util/stats/output.py:
Move the dbinfo stuff into the Database itself. Each source should
have it's own get() function for accessing it's data.
This get() function behaves a bit differently than before in that it
can return vectors as well, deal with these vectors and with no result
conditions better.
util/stats/stats.py:
the info module no longer has the source global variable, just
create the database source and pass it around as necessary

Default jobfile for stats

util/stats/stats.py:
Make the default jobfile Test.py in the current directory
add the -J flag to tell it not to use a jobfile

Add new function profiling stuff, wrap the pc_sample stuff into it.

SConscript:
Get rid of the pc_sample stuff and move to the new profiling stuff
base/traceflags.py:
DPRINTF Stack stuff
cpu/base.cc:
cpu/base.hh:
cpu/exec_context.cc:
cpu/exec_context.hh:
cpu/simple/cpu.cc:
Add profiling stuff
kern/kernel_stats.hh:
Use a smart pointer
sim/system.cc:
sim/system.hh:
Create a new symbol table that has all of the symbols for a
particular system
util/stats/categories.py:
change around the categories, add categories for function
profiling stuff
util/stats/profile.py:
No profile parsing and display code to deal with function
profiling stuff, graph, dot, and text outputs.

Improvements to the graphing output

util/stats/output.py:
Create the graph directory if it doesn't exist
Don't write out a graph if all of the jobs for that graph are missing

Totally re-work the way that jobfiles are done so there is more
information that can be used for other aspects of sending jobs.
New graphing output stuff with matplotlib.

util/pbs/job.py:
Shuffle code around and create the JobDir class which encapsulates
all of the functionality needed for making, organizing, and cleaning
a job directory.
Better status output
util/pbs/jobfile.py:
Majory re-working of the jobfile code.
A job file now consists of several objects that describe how
jobs should be run, it includes information about checkpoints,
and graphing.
util/pbs/send.py:
use the new jobfile code.
deal with the 15 character limit of pbs by truncating the name and
using the raj hack.
util/stats/db.py:
fix the __str__ function for nodes
provide __getitem__ for the Database class
util/stats/stats.py:
use the jobfile stuff to figure out what the proper naming
and organziation of the graphs should be.
move all output code to output.py, get rid of ploticus and use
matplotlib

Cleanup copyright stuff. Add our copyright files that
are ours

arch/alpha/alpha_linux_process.hh:
arch/alpha/alpha_tru64_process.hh:
base/loader/object_file.cc:
base/loader/object_file.hh:
sim/process.cc:
sim/process.hh:
remove $Id$ string
cpu/ozone/cpu.cc:
cpu/ozone/cpu_impl.hh:
cpu/ozone/ea_list.cc:
cpu/ozone/ea_list.hh:
kern/linux/sched.hh:
kern/linux/thread_info.hh:
Add M5 Copyright
cpu/trace/opt_cpu.cc:
dev/rtcreg.h:
nit
kern/linux/aligned.hh:
kern/linux/hwrpb.hh:
util/oprofile-top.py:
util/stats/db.py:
util/stats/dbinit.py:
util/stats/display.py:
util/stats/info.py:
util/stats/print.py:
util/stats/stats.py:
Cleanup copyright

added copyright

kern/linux/sched.hh:
kern/linux/thread_info.hh:
got rid of everything but exactly what we needed
util/categories.py:
newest version from one of my repositories

full_system isn't a useful parameter anymore, get rid of it.

python/m5/objects/Root.mpy:
sim/universe.cc:
util/stats/stats.py:
full_system isn't a useful parameter

Update so that statistics can be plotted correctly

util/stats/stats.py:
Changed some stuff for graphing purposes:
full_cpu is now full0
frequencies are now s,m,f,q not s,6,8,q
L2 is now l2
etherdev is now etherdev0

May want to consider fact that NAT box should be the sum of etherdev0 and etherdev1 (not in script yet)

update profile code to use shared categories file

util/stats/stats.py:
add database command to help

get rid of issequence and just use the isinstance builtin

get rid of defined and just access the env dict directly
get rid of the alias for true to True and false to False to keep
consistent python syntax.

util/stats/info.py:
Fix typo

added total bytes/bandwidth/packets formulas to nics
cleaned up stability code and wrote some better help for stats.py
fixed sample bug in info.py

dev/ns_gige.cc:
dev/ns_gige.hh:
dev/sinic.cc:
dev/sinic.hh:
add total bandwidth/packets/bytes stats
util/stats/info.py:
fixed samples bug
util/stats/stats.py:
cleaned up stability code and wrote a bit better help

Ability to check formulas

now really done with stability stats stuff

finished stability stats option

added stats code to check stability

util/stats/db.py:
added working listticks (for printing) and retticks(for using in python) code
util/stats/stats.py:
added stability function that checks if all samples are within 10% of mean.

automerged had issues with the options.XXXXX in stats.py

More graph output junk

util/stats/stats.py:
Add the graphing output for 6GHz and 8GHz runs

Update for newer MySQLdb

util/stats/db.py:
Update for newer MySQLdb, the result of a blob in a query is an
array.array now, so we need to convert that to a string

fix a display bug
add option to limit results to a set of ticks
fix ticks code to work

util/stats/info.py:
change samples -> ticks and pass all parameters
util/stats/stats.py:
add option to select a set of ticks and fix display bug

stats python fixes for dealing with vectors better. graph tweaking
ipkb stat and formulas from the command line.

util/stats/info.py:
no need to raise an attribute error if two values aren't found
in the exact same set of runs. Would be good to check that each
run is the same though.
util/stats/stats.py:
more graph tweaking
command to execute a formula from the command line.
add interrupts per kilobyte of data

Fix some commands.

util/stats/stats.py:
we only need the system if we're issuing one of the commands that
uses a stored formula.

Fix more of the stats python stuff

util/stats/info.py:
Make the binnings stuff work again.
util/stats/stats.py:
small patch for graphing
make it so we can print out bins for the stat command

update graph generating code

util/stats/stats.py:
tweak the graphing stuff for the new configurations we have.
add more graph types.
nsgige -> etherdev
deal with memory hierarchy change by using L2 instead of L3

fix the options stuff

util/stats/stats.py:
get the options from the options struct now
gratuitously change the output directory for graphs.

Totally re-do/reorganize the python part of the statistics code
Make the database creation/removal/cleanup code use python
Make formulas work with the database
Add support to do some graphing, but needs more work
Still need to work on vectors, 2d vectors, dists and vectordists