Created
April 26, 2022 23:34
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deduplicate by object field
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from itertools import groupby | |
from typing import Union | |
Registration = dict[str, Union[int, str]] | |
ALL_REGISTRATIONS = [ | |
{'id': 0, | |
'hostname': 'lappytoppy', | |
'last_seen': '2021-09-27T18:00'}, | |
{'id': 1, | |
'hostname': 'server01', | |
'last_seen': '2021-12-14T18:00'}, | |
{'id': 2, | |
'hostname': 'boxbox', | |
'last_seen': '2021-09-29T18:00'}, | |
{'id': 3, | |
'hostname': 'server01', | |
'last_seen': '2021-11-19T18:00'}, | |
{'id': 4, | |
'hostname': 'server01', | |
'last_seen': '2021-11-30T18:00'}, | |
{'id': 5, | |
'hostname': 'pi', | |
'last_seen': '2021-12-01T18:00'}, | |
{'id': 6, | |
'hostname': 'server02', | |
'last_seen': '2021-12-22T18:00'}, | |
{'id': 7, | |
'hostname': 'server02', | |
'last_seen': '2021-12-23T18:00'}, | |
{'id': 8, | |
'hostname': 'server03', | |
'last_seen': None}, | |
{'id': 9, | |
'hostname': None, | |
'last_seen': '2021-12-26T18:00'}, | |
] | |
def dedup(registrations: list[Registration]): | |
valid_registrations = [] | |
no_hostname_registrations = [] | |
for registration in registrations: | |
if not registration.get('hostname'): | |
no_hostname_registrations.append(registration) | |
continue | |
if not registration.get('last_seen'): | |
registration.update({'last_seen': '1970-01-01T00:00'}) | |
valid_registrations.append(registration) | |
key_func_hostname = lambda registration: registration.get('hostname') | |
key_func_last_seen = lambda registration: registration.get('last_seen') | |
valid_registrations.sort(key=key_func_hostname) | |
most_recent = [] | |
for hostname, duplicates in groupby(valid_registrations, key_func_hostname): | |
sorted_duplicates = list(duplicates) | |
sorted_duplicates.sort(key=key_func_last_seen, reverse=True) | |
most_recent.append(sorted_duplicates[0]) | |
return most_recent.extend(no_hostname_registrations) | |
if __name__ == '__main__': | |
no_repeats = dedup(ALL_REGISTRATIONS) | |
print(no_repeats) |
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