Comparing dicts and update a list of result
- by lmnt
Hello,
I have a list of dicts and I want to compare each dict in that list with a dict in a resulting list, add it to the result list if it's not there, and if it's there, update a counter associated with that dict.
At first I wanted to use the solution described at http://stackoverflow.com/questions/1692388/python-list-of-dict-if-exists-increment-a-dict-value-if-not-append-a-new-dict but I got an error where one dict can not be used as a key to another dict.
So the data structure I opted for is a list where each entry is a dict and an int:
r = [[{'src': '', 'dst': '', 'cmd': ''}, 0]]
The original dataset (that should be compared to the resulting dataset) is a list of dicts:
d1 = {'src': '192.168.0.1',
'dst': '192.168.0.2',
'cmd': 'cmd1'}
d2 = {'src': '192.168.0.1',
'dst': '192.168.0.2',
'cmd': 'cmd2'}
d3 = {'src': '192.168.0.2',
'dst': '192.168.0.1',
'cmd': 'cmd1'}
d4 = {'src': '192.168.0.1',
'dst': '192.168.0.2',
'cmd': 'cmd1'}
o = [d1, d2, d3, d4]
The result should be:
r = [[{'src': '192.168.0.1', 'dst': '192.168.0.2', 'cmd': 'cmd1'}, 2],
[{'src': '192.168.0.1', 'dst': '192.168.0.2', 'cmd': 'cmd2'}, 1],
[{'src': '192.168.0.2', 'dst': '192.168.0.1', 'cmd': 'cmd1'}, 1]]
What is the best way to accomplish this? I have a few code examples but none is really good and most is not working correctly.
Thanks for any input on this!
UPDATE
The final code after Tamås comments is:
from collections import namedtuple, defaultdict
DataClass = namedtuple("DataClass", "src dst cmd")
d1 = DataClass(src='192.168.0.1', dst='192.168.0.2', cmd='cmd1')
d2 = DataClass(src='192.168.0.1', dst='192.168.0.2', cmd='cmd2')
d3 = DataClass(src='192.168.0.2', dst='192.168.0.1', cmd='cmd1')
d4 = DataClass(src='192.168.0.1', dst='192.168.0.2', cmd='cmd1')
ds = d1, d2, d3, d4
r = defaultdict(int)
for d in ds:
r[d] += 1
print "list to compare"
for d in ds:
print d
print "result after merge"
for k, v in r.iteritems():
print("%s: %s" % (k, v))
