import sys
import pylab as pl
import numpy as np
+from mvpa.misc.plot.base import plot_bars
+# uniform colors for OS results
+os_colors = ['#B63537', '#4E4DA0', '#008200', 'gray']
+os_order = ['linux', 'mac', 'win', 'otheros']
# resources
resource_categories = {
'vendor': 'Vendor/Project website',
os_family_rev[os] = ost
+def load_list2dict(name):
+ d = {}
+ lfile = open(name)
+ for line in lfile:
+ kv = line.split(':')
+ d[kv[0]] = kv[1].strip().strip('"')
+ return d
+
+
+
class DB(dict):
+ os_dict = load_list2dict('oslist.txt')
+ datamod_dict = load_list2dict('datamodlist.txt')
+ sw_dict = load_list2dict('swlist.txt')
+
def __init__(self, srcdir):
# eats the whole directory
+ if srcdir is None:
+ return
datafilenames = glob('%s/*.json' % srcdir)
for dfn in datafilenames:
rawdata = json.load(open(dfn))
self[rawdata['timestamp']] = rawdata
- self.os_dict = load_list2dict('oslist.txt')
- self.datamod_dict = load_list2dict('datamodlist.txt')
- self.sw_dict = load_list2dict('swlist.txt')
-
-
def get_unique(self, key):
# return a set of all (unique) values for a field id
uniq = set()
def select_match(self, key, values):
# return a db with all submissions were a field id has one of the
# supplied values
- match = {}
+ match = DB(None)
for k, v in self.items():
if not key in v:
continue
return match
def get_nice_name(self, id):
- srcs = [self.os_dict, os_cat_names, self.sw_dict, sw_categories,
+ srcs = [DB.os_dict, os_cat_names, DB.sw_dict, sw_categories,
resource_categories]
for src in srcs:
if id in src:
return id
-def load_list2dict(name):
- d = {}
- lfile = open(name)
- for line in lfile:
- kv = line.split(':')
- d[kv[0]] = kv[1].strip().strip('"')
- return d
-
def mkpic_os_per_env(db, destdir):
envs = ['pers_os', 'man_os', 'virt_host_os', 'virt_guest_os']
env_names = ['Personal', 'Managed', 'Virt. Host', 'Virt. Guest']
pl.figure(figsize=(6.4, 4.8), facecolor='w', edgecolor='k')
x = np.arange(len(envs))
bottoms = np.zeros(len(envs))
- os_order = ['linux', 'mac', 'win', 'otheros']
- colors = ['#B63537', '#4E4DA0', '#008200', 'gray']
for i, os in enumerate(os_order):
stat = [env_stats[e][os] for e in envs]
- pl.bar(x, stat, bottom=bottoms, color=colors[i],
+ pl.bar(x, stat, bottom=bottoms, color=os_colors[i],
label=db.get_nice_name(os), width=0.8)
bottoms += stat
pl.legend(loc='lower right')
pl.ylabel("Number of submissions")
pl.savefig('%s/sw_%s.png' % (destdir, typ), format='png')
+def mkpic_rating_by_os(db, env, items, destdir, title):
+ pl.figure(figsize=(6.4, 4.8), facecolor='w', edgecolor='k')
+ for i, os in enumerate(os_order):
+ ratings = [db.select_match(env,
+ os_family[os]).get_not_none('%s' % (it,))[0]
+ for it in items]
+ plot_bars(ratings, offset=((i+1)*0.2)-0.1, color=os_colors[i],
+ title=title, ylabel="Mean rating", label=os)
+ pl.ylim((0,3))
+ pl.xlim((0,len(items)))
+ pl.yticks((0, 3), ['Disagree', 'Agree'], rotation=90)
+ pl.xticks(np.arange(len(items))+0.5, [i[-2:] for i in items],
+ horizontalalignment='center')
+ pl.legend(loc='lower right')
+ pl.savefig('%s/ratings_%s.png' % (destdir, env), format='png')
+
def main(srcdir, destdir):
db = DB(srcdir)
for pic in [mkpic_submissions_per_datamod, mkpic_os_per_env, mkpic_software,
mkpic_resources]:
pic(db, destdir)
+ mkpic_rating_by_os(db, 'pers_os', ['pers_r%i' % i for i in range(1, 9)], destdir,
+ "Ratings: Personal environment")
+ mkpic_rating_by_os(db, 'man_os', ['man_r%i' % i for i in range(1, 5)], destdir,
+ "Ratings: Managed environment")
+ mkpic_rating_by_os(db, 'virt_host_os', ['virt_r%i' % i for i in range(1, 4)], destdir,
+ "Ratings: Virtual environment (by host OS)")
if __name__ == '__main__':
main(sys.argv[1], sys.argv[2])
projects / neurodebian.git / commitdiff