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import json
from copy import deepcopy
from typing import Optional, Tuple, Union
import openai
from openai import api_requestor, util
from openai.openai_response import OpenAIResponse
from openai.util import ApiType
class OpenAIObject(dict):
api_base_override = None
def __init__(
self,
id=None,
api_key=None,
api_version=None,
api_type=None,
organization=None,
response_ms: Optional[int] = None,
api_base=None,
engine=None,
**params,
):
super(OpenAIObject, self).__init__()
if response_ms is not None and not isinstance(response_ms, int):
raise TypeError(f"response_ms is a {type(response_ms).__name__}.")
self._response_ms = response_ms
self._retrieve_params = params
object.__setattr__(self, "api_key", api_key)
object.__setattr__(self, "api_version", api_version)
object.__setattr__(self, "api_type", api_type)
object.__setattr__(self, "organization", organization)
object.__setattr__(self, "api_base_override", api_base)
object.__setattr__(self, "engine", engine)
if id:
self["id"] = id
@property
def response_ms(self) -> Optional[int]:
return self._response_ms
def __setattr__(self, k, v):
if k[0] == "_" or k in self.__dict__:
return super(OpenAIObject, self).__setattr__(k, v)
self[k] = v
return None
def __getattr__(self, k):
if k[0] == "_":
raise AttributeError(k)
try:
return self[k]
except KeyError as err:
raise AttributeError(*err.args)
def __delattr__(self, k):
if k[0] == "_" or k in self.__dict__:
return super(OpenAIObject, self).__delattr__(k)
else:
del self[k]
def __setitem__(self, k, v):
if v == "":
raise ValueError(
"You cannot set %s to an empty string. "
"We interpret empty strings as None in requests."
"You may set %s.%s = None to delete the property" % (k, str(self), k)
)
super(OpenAIObject, self).__setitem__(k, v)
def __delitem__(self, k):
raise NotImplementedError("del is not supported")
# Custom unpickling method that uses `update` to update the dictionary
# without calling __setitem__, which would fail if any value is an empty
# string
def __setstate__(self, state):
self.update(state)
# Custom pickling method to ensure the instance is pickled as a custom
# class and not as a dict, otherwise __setstate__ would not be called when
# unpickling.
def __reduce__(self):
reduce_value = (
type(self), # callable
( # args
self.get("id", None),
self.api_key,
self.api_version,
self.api_type,
self.organization,
),
dict(self), # state
)
return reduce_value
@classmethod
def construct_from(
cls,
values,
api_key: Optional[str] = None,
api_version=None,
organization=None,
engine=None,
response_ms: Optional[int] = None,
):
instance = cls(
values.get("id"),
api_key=api_key,
api_version=api_version,
organization=organization,
engine=engine,
response_ms=response_ms,
)
instance.refresh_from(
values,
api_key=api_key,
api_version=api_version,
organization=organization,
response_ms=response_ms,
)
return instance
def refresh_from(
self,
values,
api_key=None,
api_version=None,
api_type=None,
organization=None,
response_ms: Optional[int] = None,
):
self.api_key = api_key or getattr(values, "api_key", None)
self.api_version = api_version or getattr(values, "api_version", None)
self.api_type = api_type or getattr(values, "api_type", None)
self.organization = organization or getattr(values, "organization", None)
self._response_ms = response_ms or getattr(values, "_response_ms", None)
# Wipe old state before setting new.
self.clear()
for k, v in values.items():
super(OpenAIObject, self).__setitem__(
k, util.convert_to_openai_object(v, api_key, api_version, organization)
)
self._previous = values
@classmethod
def api_base(cls):
return None
def request(
self,
method,
url,
params=None,
headers=None,
stream=False,
plain_old_data=False,
request_id: Optional[str] = None,
request_timeout: Optional[Union[float, Tuple[float, float]]] = None,
):
if params is None:
params = self._retrieve_params
requestor = api_requestor.APIRequestor(
key=self.api_key,
api_base=self.api_base_override or self.api_base(),
api_type=self.api_type,
api_version=self.api_version,
organization=self.organization,
)
response, stream, api_key = requestor.request(
method,
url,
params=params,
stream=stream,
headers=headers,
request_id=request_id,
request_timeout=request_timeout,
)
if stream:
assert not isinstance(response, OpenAIResponse) # must be an iterator
return (
util.convert_to_openai_object(
line,
api_key,
self.api_version,
self.organization,
plain_old_data=plain_old_data,
)
for line in response
)
else:
return util.convert_to_openai_object(
response,
api_key,
self.api_version,
self.organization,
plain_old_data=plain_old_data,
)
async def arequest(
self,
method,
url,
params=None,
headers=None,
stream=False,
plain_old_data=False,
request_id: Optional[str] = None,
request_timeout: Optional[Union[float, Tuple[float, float]]] = None,
):
if params is None:
params = self._retrieve_params
requestor = api_requestor.APIRequestor(
key=self.api_key,
api_base=self.api_base_override or self.api_base(),
api_type=self.api_type,
api_version=self.api_version,
organization=self.organization,
)
response, stream, api_key = await requestor.arequest(
method,
url,
params=params,
stream=stream,
headers=headers,
request_id=request_id,
request_timeout=request_timeout,
)
if stream:
assert not isinstance(response, OpenAIResponse) # must be an iterator
return (
util.convert_to_openai_object(
line,
api_key,
self.api_version,
self.organization,
plain_old_data=plain_old_data,
)
for line in response
)
else:
return util.convert_to_openai_object(
response,
api_key,
self.api_version,
self.organization,
plain_old_data=plain_old_data,
)
def __repr__(self):
ident_parts = [type(self).__name__]
obj = self.get("object")
if isinstance(obj, str):
ident_parts.append(obj)
if isinstance(self.get("id"), str):
ident_parts.append("id=%s" % (self.get("id"),))
unicode_repr = "<%s at %s> JSON: %s" % (
" ".join(ident_parts),
hex(id(self)),
str(self),
)
return unicode_repr
def __str__(self):
obj = self.to_dict_recursive()
return json.dumps(obj, sort_keys=True, indent=2)
def to_dict(self):
return dict(self)
def to_dict_recursive(self):
d = dict(self)
for k, v in d.items():
if isinstance(v, OpenAIObject):
d[k] = v.to_dict_recursive()
elif isinstance(v, list):
d[k] = [
e.to_dict_recursive() if isinstance(e, OpenAIObject) else e
for e in v
]
return d
@property
def openai_id(self):
return self.id
@property
def typed_api_type(self):
return (
ApiType.from_str(self.api_type)
if self.api_type
else ApiType.from_str(openai.api_type)
)
# This class overrides __setitem__ to throw exceptions on inputs that it
# doesn't like. This can cause problems when we try to copy an object
# wholesale because some data that's returned from the API may not be valid
# if it was set to be set manually. Here we override the class' copy
# arguments so that we can bypass these possible exceptions on __setitem__.
def __copy__(self):
copied = OpenAIObject(
self.get("id"),
self.api_key,
api_version=self.api_version,
api_type=self.api_type,
organization=self.organization,
)
copied._retrieve_params = self._retrieve_params
for k, v in self.items():
# Call parent's __setitem__ to avoid checks that we've added in the
# overridden version that can throw exceptions.
super(OpenAIObject, copied).__setitem__(k, v)
return copied
# This class overrides __setitem__ to throw exceptions on inputs that it
# doesn't like. This can cause problems when we try to copy an object
# wholesale because some data that's returned from the API may not be valid
# if it was set to be set manually. Here we override the class' copy
# arguments so that we can bypass these possible exceptions on __setitem__.
def __deepcopy__(self, memo):
copied = self.__copy__()
memo[id(self)] = copied
for k, v in self.items():
# Call parent's __setitem__ to avoid checks that we've added in the
# overridden version that can throw exceptions.
super(OpenAIObject, copied).__setitem__(k, deepcopy(v, memo))
return copied