Created
January 7, 2021 23:05
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NESTED JSON to CSV in Python
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import copy | |
import json | |
def flat_json(data, last_name = "", rows = [{}], keys = []): | |
last_row = rows[len(rows)-1] | |
if type(data) is dict: | |
lists = {} | |
for key in data: | |
name = last_name + ("__" if last_name else "") + key | |
if type(data[key]) is list: | |
lists[key] = data | |
else: | |
value = flat_json(data[key], name, rows, keys) | |
if value != None: | |
last_row[name] = value | |
if not name in keys: | |
keys.append(name) | |
for key in lists: | |
name = last_name + ("__" if last_name else "") + key | |
flat_json(data[key], name, rows, keys) | |
elif type(data) is list: | |
if len(data) > 0: | |
flat_json(data[0], last_name, rows, keys) | |
for idx in range(1, len(data)): | |
rows.append(copy.deepcopy(last_row)) | |
flat_json(data[idx], last_name, rows, keys) | |
else: | |
return data | |
def json_to_csv(data): | |
out = [{}] | |
keys = [] | |
flat_json(data, "", out, keys) | |
out_str = ",".join(map(lambda x: '"'+x+'"',keys)) + "\n" | |
for row in out: | |
row_str = "" | |
for key in keys: | |
if key in row: | |
row_str += ',"' + str(row[key]) + '"' | |
else: | |
row_str += ',""' | |
out_str += row_str[1:] + "\n" | |
return out_str |
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