Created
October 4, 2017 17:16
-
-
Save geekscrapy/78e29b8b520cef94b6ec2eb1dd2acafe to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# fields = ordered list of sorting fields | |
# obs = an iterator of objects where fields are present (fields MUST exist) | |
# order_desc = Sort descending(false) | |
# ignore_case = put field vales to lowercase, generates less overlap | |
# top_count = return the top X | |
def histo(fields, obs, order_desc=True, ignore_case=False, top_count=None): | |
master = [] | |
if not type(fields) == list: | |
fields = [fields] | |
for o in obs: | |
tmp = () | |
for f in fields: | |
if ignore_case: | |
val = str(getattr(o, f)).strip().lower() | |
else: | |
val = str(getattr(o, f)).strip() | |
tmp = tmp + (val,) | |
master.append(tmp) | |
master = Counter(master) | |
master_counted = master.most_common(top_count) | |
# master_ordered = sorted(master.items(), key=lambda i: i[1], reverse=order_desc) | |
max_width = max(len(', '.join(i[0])) for i in master_counted) | |
max_count = sum(master.values()) | |
print "%s %s %s %s" % ('Fields'.ljust(max_width), 'Count', 'Percent', 'Hist') | |
for line in master_counted: | |
left = ', '.join(line[0]) | |
count = line[1] | |
raw_percent = (100.0 * count/max_count) | |
padded_percent = "{:.2f}".format(raw_percent) | |
hist_line = int(raw_percent) * u'\u25A0' | |
print "%s %s %s%% %s" % (left.ljust(max_width), str(count).ljust(min(5,master_counted[0])), str(padded_percent).rjust(6), hist_line) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment