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Junior in team asked me if they don't want to see exponential notation in json, how to do in python?
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import json | |
import re | |
class CustomJSONEncoder(json.JSONEncoder): | |
def encode_float(self, obj): | |
if isinstance(obj, float): | |
return format(obj, "f").rstrip('0').rstrip('.') | |
return super().encode(obj) | |
def encodeObj(self, obj): | |
if isinstance(obj, float): | |
return self.encode_float(obj) | |
if isinstance(obj, dict): | |
return {k: self.encodeObj(v) for k, v in obj.items()} | |
if isinstance(obj, list): | |
return [self.encodeObj(v) for v in obj] | |
return obj | |
def encode(self, o): | |
return super().encode(self.encodeObj(o)) | |
def decode_float(obj): | |
if isinstance(obj, dict): | |
return {k: decode_float(v) for k, v in obj.items()} | |
elif isinstance(obj, list): | |
return [decode_float(i) for i in obj] | |
elif isinstance(obj, str): | |
try: | |
# Regular expression to check if the string contains only digits and at most one full stop | |
if re.fullmatch(r'[-]?\d*\.?\d+', obj): | |
return float(obj) | |
except ValueError: | |
pass | |
return obj | |
data = { | |
"name": "Sample", | |
"value": 0.000064, | |
"meta": { | |
"details": [1.23, 0.000064, 7.89] | |
} | |
} | |
# Encoding | |
json_str = json.dumps(data, cls=CustomJSONEncoder) | |
print(json_str) | |
# Decoding | |
decoded_data = json.loads(json_str, object_hook=decode_float) | |
print(decoded_data) | |
# ❯ python3 test.py | |
# {"name": "Sample", "value": "0.000064", "meta": {"details": ["1.23", "0.000064", "7.89"]}} | |
# {'name': 'Sample', 'value': 6.4e-05, 'meta': {'details': [1.23, 6.4e-05, 7.89]}} | |
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