Files
modelscope/maas_lib/fileio/format/json.py
wenmeng.zwm 0a756f6a0d [to #41402703] add basic modules
* add constant
 * add logger module
 * add registry and builder module
 * add fileio module
 * add requirements and setup.cfg
 * add config module and tests
 * add citest script

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8718998
2022-05-17 10:15:00 +08:00

36 lines
1.0 KiB
Python

# Copyright (c) Alibaba, Inc. and its affiliates.
import json
import numpy as np
from .base import FormatHandler
def set_default(obj):
"""Set default json values for non-serializable values.
It helps convert ``set``, ``range`` and ``np.ndarray`` data types to list.
It also converts ``np.generic`` (including ``np.int32``, ``np.float32``,
etc.) into plain numbers of plain python built-in types.
"""
if isinstance(obj, (set, range)):
return list(obj)
elif isinstance(obj, np.ndarray):
return obj.tolist()
elif isinstance(obj, np.generic):
return obj.item()
raise TypeError(f'{type(obj)} is unsupported for json dump')
class JsonHandler(FormatHandler):
def load(self, file):
return json.load(file)
def dump(self, obj, file, **kwargs):
kwargs.setdefault('default', set_default)
json.dump(obj, file, **kwargs)
def dumps(self, obj, **kwargs):
kwargs.setdefault('default', set_default)
return json.dumps(obj, **kwargs)