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43 changes: 43 additions & 0 deletions src/twinkle_client/common/serialize.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,43 @@
# Copyright (c) ModelScope Contributors. All rights reserved.
import json
from numbers import Number
from peft import LoraConfig
from typing import Mapping

from twinkle.dataset import DatasetMeta

primitive_types = (str, Number, bool, bytes, type(None))
container_types = (Mapping, list, tuple, set, frozenset)
basic_types = (*primitive_types, *container_types)


def _serialize_data_slice(data_slice):
if data_slice is None:
return None
if isinstance(data_slice, range):
return {'_slice_type_': 'range', 'start': data_slice.start, 'stop': data_slice.stop, 'step': data_slice.step}
if isinstance(data_slice, (list, tuple)):
return {'_slice_type_': 'list', 'values': list(data_slice)}
raise ValueError(f'Http mode does not support data_slice of type {type(data_slice).__name__}. '
'Supported types: range, list, tuple.')

def serialize_object(obj) -> str:
if isinstance(obj, DatasetMeta):
data = obj.__dict__.copy()
data['data_slice'] = _serialize_data_slice(data.get('data_slice'))
data['_TWINKLE_TYPE_'] = 'DatasetMeta'
return json.dumps(data, ensure_ascii=False)
elif isinstance(obj, LoraConfig):
filtered_dict = {
_subkey: _subvalue
for _subkey, _subvalue in obj.__dict__.items()
if isinstance(_subvalue, basic_types) and not _subkey.startswith('_')
}
filtered_dict['_TWINKLE_TYPE_'] = 'LoraConfig'
return json.dumps(filtered_dict, ensure_ascii=False)
elif isinstance(obj, Mapping):
return json.dumps(obj, ensure_ascii=False)
elif isinstance(obj, basic_types):
return obj
else:
raise ValueError(f'Unsupported object: {obj}')
2 changes: 1 addition & 1 deletion src/twinkle_client/http/http_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@ def _serialize_params(params: Dict[str, Any]) -> Dict[str, Any]:
if hasattr(value, 'processor_id'):
serialized[key] = value.processor_id
elif hasattr(value, '__dict__'):
from twinkle.server.common.serialize import serialize_object
from twinkle_client.common.serialize import serialize_object
serialized[key] = serialize_object(value)
else:
serialized[key] = value
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