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module/gem5stats: better document match() and match_iter() behaviours

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This commit is contained in:
Quentin Perret
2017-08-16 14:39:55 +01:00
parent 64c865de59
commit 3c8294c6eb
1 changed files with 68 additions and 12 deletions
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80
devlib/module/gem5stats.py
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@@ -108,14 +108,55 @@ class Gem5StatsModule(Module):
def match(self, keys, rois_labels, base_dump=0):
'''
Tries to match the list of keys passed as parameter over the statistics
dumps covered by selected ROIs since ``base_dump``. Returns a dict
indexed by key parameters containing a dict indexed by ROI labels
containing an in-order list of records for the key under consideration
during the active intervals of the ROI.
Extract specific values from the statistics log file of gem5
Keys must match fields in gem5's statistics log file. Key example:
system.cluster0.cores0.power_model.static_power
:param keys: a list of key name or regular expression patterns that
will be matched in the fields of the statistics file. ``match()``
returns only the values of fields matching at least one these
keys.
:type keys: list
:param rois_labels: list of ROIs labels. ``match()`` returns the
values of the specified fields only during dumps spanned by at
least one of these ROIs.
:type rois_label: list
:param base_dump: dump number from which ``match()`` should operate. By
specifying a non-zero dump number, one can virtually truncate
the head of the stats file and ignore all dumps before a specific
instant. The value of ``base_dump`` will typically (but not
necessarily) be the result of a previous call to ``next_dump_no``.
Default value is 0.
:type base_dump: int
:returns: a dict indexed by key parameters containing a dict indexed by
ROI labels containing an in-order list of records for the key under
consideration during the active intervals of the ROI.
Example of return value:
* Result of match(['sim_'],['roi_1']):
{
'sim_inst':
{
'roi_1': [265300176, 267975881]
}
'sim_ops':
{
'roi_1': [324395787, 327699419]
}
'sim_seconds':
{
'roi_1': [0.199960, 0.199897]
}
'sim_freq':
{
'roi_1': [1000000000000, 1000000000000]
}
'sim_ticks':
{
'roi_1': [199960234227, 199896897330]
}
}
'''
records = defaultdict(lambda : defaultdict(list))
for record, active_rois in self.match_iter(keys, rois_labels, base_dump):
@@ -126,12 +167,27 @@ class Gem5StatsModule(Module):
def match_iter(self, keys, rois_labels, base_dump=0):
'''
Yields for each dump since ``base_dump`` a pair containing:
1. a dict storing the values corresponding to each of the specified keys
2. the list of currently active ROIs among those passed as parameters.
Yield specific values dump-by-dump from the statistics log file of gem5
Keys must match fields in gem5's statistics log file. Key example:
system.cluster0.cores0.power_model.static_power
:param keys: same as ``match()``
:param rois_labels: same as ``match()``
:param base_dump: same as ``match()``
:returns: a pair containing:
1. a dict storing the values corresponding to each of the found keys
2. the list of currently active ROIs among those passed as parameters
Example of return value:
* Result of match_iter(['sim_'],['roi_1', 'roi_2']).next()
(
{
'sim_inst': 265300176,
'sim_ops': 324395787,
'sim_seconds': 0.199960,
'sim_freq': 1000000000000,
'sim_ticks': 199960234227,
},
[ 'roi_1 ' ]
)
'''
for label in rois_labels:
if label not in self.rois: