I have below list :
asset_list =
[
{'cid': 60, 'client_id': '232-00000004', 'prem_id': 'PID-1', 'state': 'Alabama', 'rid': 103, 'total_premid': 0, 'total_site': 0, 'producer': 'HIK'},
{'cid': 60, 'client_id': '232-00000004', 'prem_id': 'PID-2', 'state': 'Alaska', 'rid': 104, 'total_premid': 0, 'total_site': 0, 'producer': 'HIK'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-3', 'state': 'Alabama', 'rid': 105, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-3', 'state': 'Alabama', 'rid': 105, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-4', 'state': 'Arizona', 'rid': 106, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-5', 'state': 'California', 'rid': 107, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 60, 'client_id': '232-00000004', 'prem_id': 'PID-7', 'state': 'Alabama', 'rid': 108, 'total_premid': 0, 'total_site': 0, 'producer': 'HIK'}
]
I have to create another list from the above list where producer
and state
are unique, so the new list will look like:
[
{'producer': 'HIK', 'state': 'Alabama'},
{'producer': 'HIK', 'state': 'Alaska'},
{'producer': 'TF Inc.', 'state': 'Alabama'},
{'producer': 'TF Inc.', 'state': 'Arizona'},
{'producer': 'TF Inc.', 'state': 'California'},
]
To solve this, I first get all the unique producer names:
producer_unique_list = []
for producer in asset_list:
if producer['producer'] not in producer_unique_list:
producer_unique_list.append(producer['producer'])
and then compare the producer for each asset with the producer_unique_list
, only adding entries where (producer, state) is unique:
producer_list = []
run_once = True
for ass in asset_list:
p_d = dict()
if run_once:
p_d['producer'] = ass['producer']
p_d['state'] = ass['state']
producer_list.append(p_d)
run_once = False
else:
for y in producer_list:
if ass['producer'] != y['producer'] or ass['state'] != y['state']:
p_d = dict()
p_d['producer'] = ass['producer']
p_d['state'] = ass['state']
producer_list.append(y)
But it looks like this logic is not working. How can I solve this?
You can start by building a set of tuples based on producer and state. Using a set will handle the duplication issue. The you can build a list of dictionaries based on the set as follows:
asset_list = [
{'cid': 60, 'client_id': '232-00000004', 'prem_id': 'PID-1', 'state': 'Alabama',
'rid': 103, 'total_premid': 0, 'total_site': 0, 'producer': 'HIK'},
{'cid': 60, 'client_id': '232-00000004', 'prem_id': 'PID-2', 'state': 'Alaska',
'rid': 104, 'total_premid': 0, 'total_site': 0, 'producer': 'HIK'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-3', 'state': 'Alabama',
'rid': 105, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-3', 'state': 'Alabama',
'rid': 105, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-4', 'state': 'Arizona',
'rid': 106, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 64, 'client_id': '232-00000008', 'prem_id': 'PID-5', 'state': 'California',
'rid': 107, 'total_premid': 0, 'total_site': 0, 'producer': 'TF Inc.'},
{'cid': 60, 'client_id': '232-00000004', 'prem_id': 'PID-7', 'state': 'Alabama',
'rid': 108, 'total_premid': 0, 'total_site': 0, 'producer': 'HIK'}
]
s = set()
for a in asset_list:
s.add((a['producer'], a['state']))
out = [{'producer': i[0], 'state': i[1]} for i in s]
print(out)