I want to convert input json to nested json defined, I am not able to think of any json library which help me achieve this
Input json
[{'Name': 'John', 'state': 'Boston', 'currency': 'USD', 'marks': 100},
{'Name': 'Rohan', 'state': 'Paris', 'currency': 'EUR', 'marks': 20},
{'Name': 'Rohan', 'state': 'Lyon', 'currency': 'EUR', 'marks': 11.4},
{'Name': 'Messi', 'state': 'Madrid', 'currency': 'EUR', 'marks': 9.9},
{'Name': 'Lampard', 'state': 'London', 'currency': 'GBP', 'marks': 12.2},
{'Name': 'Lampard', 'state': 'London', 'currency': 'FBP', 'marks': 10.9}]
output json
{
"USD": {
"John": {
"Boston": [
{
"Marks": 100
}
]
},
Current scenario based on value Currency,Name,state,marks
The nested json can be put upto n level if required such as Name and state and marks or it can be Name, curreny, state and marks or Name,curreny and marks
So you want currency > name > state > list of marks.
One solution would be to create the structure using defaultdict
s, and then just add to it.
from collections import defaultdict
from functools import wraps
data = [...]
def ddmaker(type_):
@wraps(dict)
def caller():
return defaultdict(type_)
return caller
# create the structure of the output
output = defaultdict(ddmaker(ddmaker(list)))
# add to it
for item in data:
currency = item["currency"]
name = item["Name"]
state = item["state"]
mark = item["marks"]
output[currency][name][state].append({'Marks': mark})
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