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489 lines (382 loc) · 16.3 KB
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from __future__ import annotations
import os
import inspect
import logging
import datetime
import functools
from typing import (
TYPE_CHECKING,
Any,
Union,
Generic,
TypeVar,
Callable,
Iterator,
AsyncIterator,
cast,
overload,
)
from typing_extensions import Awaitable, ParamSpec, override, deprecated, get_origin
import anyio
import httpx2
import pydantic
from ._types import NoneType
from ._utils import is_given, extract_type_arg, is_annotated_type, is_type_alias_type
from ._httpx2 import http_response_types
from ._models import BaseModel, is_basemodel, add_request_id
from ._constants import RAW_RESPONSE_HEADER
from ._streaming import Stream, AsyncStream, is_stream_class_type, extract_stream_chunk_type
from ._exceptions import APIResponseValidationError
if TYPE_CHECKING:
from ._models import FinalRequestOptions
from ._base_client import BaseClient
P = ParamSpec("P")
R = TypeVar("R")
_T = TypeVar("_T")
log: logging.Logger = logging.getLogger(__name__)
class LegacyAPIResponse(Generic[R]):
"""This is a legacy class as it will be replaced by `APIResponse`
and `AsyncAPIResponse` in the `_response.py` file in the next major
release.
For the sync client this will mostly be the same with the exception
of `content` & `text` will be methods instead of properties. In the
async client, all methods will be async.
A migration script will be provided & the migration in general should
be smooth.
"""
_cast_to: type[R]
_client: BaseClient[Any, Any]
_parsed_by_type: dict[type[Any], Any]
_stream: bool
_stream_cls: type[Stream[Any]] | type[AsyncStream[Any]] | None
_options: FinalRequestOptions
http_response: httpx2.Response
retries_taken: int
"""The number of retries made. If no retries happened this will be `0`"""
def __init__(
self,
*,
raw: httpx2.Response,
cast_to: type[R],
client: BaseClient[Any, Any],
stream: bool,
stream_cls: type[Stream[Any]] | type[AsyncStream[Any]] | None,
options: FinalRequestOptions,
retries_taken: int = 0,
) -> None:
self._cast_to = cast_to
self._client = client
self._parsed_by_type = {}
self._stream = stream
self._stream_cls = stream_cls
self._options = options
self.http_response = raw
self.retries_taken = retries_taken
@property
def request_id(self) -> str | None:
return self.http_response.headers.get("x-request-id")
@overload
def parse(self, *, to: type[_T]) -> _T: ...
@overload
def parse(self) -> R: ...
def parse(self, *, to: type[_T] | None = None) -> R | _T:
"""Returns the rich python representation of this response's data.
NOTE: For the async client: this will become a coroutine in the next major version.
For lower-level control, see `.read()`, `.json()`, `.iter_bytes()`.
You can customise the type that the response is parsed into through
the `to` argument, e.g.
```py
from openai import BaseModel
class MyModel(BaseModel):
foo: str
obj = response.parse(to=MyModel)
print(obj.foo)
```
We support parsing:
- `BaseModel`
- `dict`
- `list`
- `Union`
- `str`
- `int`
- `float`
- `httpx2.Response`
"""
cache_key = to if to is not None else self._cast_to
cached = self._parsed_by_type.get(cache_key)
if cached is not None:
return cached
parsed = self._parse(to=to)
if is_given(self._options.post_parser):
parsed = self._options.post_parser(parsed)
if isinstance(parsed, BaseModel):
add_request_id(parsed, self.request_id)
self._parsed_by_type[cache_key] = parsed
return cast(R, parsed)
@property
def headers(self) -> httpx2.Headers:
return self.http_response.headers
@property
def http_request(self) -> httpx2.Request:
return self.http_response.request
@property
def status_code(self) -> int:
return self.http_response.status_code
@property
def url(self) -> httpx2.URL:
return self.http_response.url
@property
def method(self) -> str:
return self.http_request.method
@property
def content(self) -> bytes:
"""Return the binary response content.
NOTE: this will be removed in favour of `.read()` in the
next major version.
"""
return self.http_response.content
@property
def text(self) -> str:
"""Return the decoded response content.
NOTE: this will be turned into a method in the next major version.
"""
return self.http_response.text
@property
def http_version(self) -> str:
return self.http_response.http_version
@property
def is_closed(self) -> bool:
return self.http_response.is_closed
@property
def elapsed(self) -> datetime.timedelta:
"""The time taken for the complete request/response cycle to complete."""
return self.http_response.elapsed
def _parse(self, *, to: type[_T] | None = None) -> R | _T:
cast_to = to if to is not None else self._cast_to
# unwrap `TypeAlias('Name', T)` -> `T`
if is_type_alias_type(cast_to):
cast_to = cast_to.__value__
# unwrap `Annotated[T, ...]` -> `T`
if cast_to and is_annotated_type(cast_to):
cast_to = extract_type_arg(cast_to, 0)
origin = get_origin(cast_to) or cast_to
if self._stream:
if to:
if not is_stream_class_type(to):
raise TypeError(f"Expected custom parse type to be a subclass of {Stream} or {AsyncStream}")
return cast(
_T,
to(
cast_to=extract_stream_chunk_type(
to,
failure_message="Expected custom stream type to be passed with a type argument, e.g. Stream[ChunkType]",
),
response=self.http_response,
client=cast(Any, self._client),
options=self._options,
),
)
if self._stream_cls:
return cast(
R,
self._stream_cls(
cast_to=extract_stream_chunk_type(self._stream_cls),
response=self.http_response,
client=cast(Any, self._client),
options=self._options,
),
)
stream_cls = cast("type[Stream[Any]] | type[AsyncStream[Any]] | None", self._client._default_stream_cls)
if stream_cls is None:
raise MissingStreamClassError()
return cast(
R,
stream_cls(
cast_to=cast_to,
response=self.http_response,
client=cast(Any, self._client),
options=self._options,
),
)
if cast_to is NoneType:
return cast(R, None)
response = self.http_response
if cast_to == str:
return cast(R, response.text)
if cast_to == int:
return cast(R, int(response.text))
if cast_to == float:
return cast(R, float(response.text))
if cast_to == bool:
return cast(R, response.text.strip().lower() == "true")
if inspect.isclass(origin) and issubclass(origin, HttpxBinaryResponseContent):
return cast(R, cast_to(response))
if origin == LegacyAPIResponse:
raise RuntimeError("Unexpected state - cast_to is `APIResponse`")
response_types = http_response_types()
if inspect.isclass(origin) and issubclass(origin, response_types):
# Because of the invariance of our ResponseT TypeVar, users can subclass httpx.Response
# and pass that class to our request functions. We cannot change the variance to be either
# covariant or contravariant as that makes our usage of ResponseT illegal. We could construct
# the response class ourselves but that is something that should be supported directly in httpx
# as it would be easy to incorrectly construct the Response object due to the multitude of arguments.
if cast_to not in response_types:
raise ValueError("Subclasses of HTTP response classes cannot be passed to `cast_to`")
return cast(R, response)
if inspect.isclass(origin) and not issubclass(origin, BaseModel) and issubclass(origin, pydantic.BaseModel):
raise TypeError("Pydantic models must subclass our base model type, e.g. `from openai import BaseModel`")
if (
cast_to is not object
and not origin is list
and not origin is dict
and not origin is Union
and not issubclass(origin, BaseModel)
):
raise RuntimeError(
f"Unsupported type, expected {cast_to} to be a subclass of {BaseModel}, {dict}, {list}, {Union}, {NoneType}, {str} or {httpx2.Response}."
)
# split is required to handle cases where additional information is included
# in the response, e.g. application/json; charset=utf-8
content_type, *_ = response.headers.get("content-type", "*").split(";")
if not content_type.endswith("json"):
if is_basemodel(cast_to):
try:
data = response.json()
except Exception as exc:
log.debug("Could not read JSON from response data due to %s", type(exc).__name__)
else:
# cast_to is validated above and preserves the response generic through dynamic parsing.
return self._client._process_response_data( # ty: ignore[invalid-return-type]
data=data,
cast_to=cast_to,
response=response,
)
if self._client._strict_response_validation:
raise APIResponseValidationError(
response=response,
message=f"Expected Content-Type response header to be `application/json` but received `{content_type}` instead.",
body=response.text,
)
# If the API responds with content that isn't JSON then we just return
# the (decoded) text without performing any parsing so that you can still
# handle the response however you need to.
return response.text # ty: ignore[invalid-return-type]
data = response.json()
# cast_to is validated above and preserves the response generic through dynamic parsing.
return self._client._process_response_data( # ty: ignore[invalid-return-type]
data=data,
cast_to=cast_to,
response=response,
)
@override
def __repr__(self) -> str:
return f"<APIResponse [{self.status_code} {self.http_response.reason_phrase}] type={self._cast_to}>"
class MissingStreamClassError(TypeError):
def __init__(self) -> None:
super().__init__(
"The `stream` argument was set to `True` but the `stream_cls` argument was not given. See `openai._streaming` for reference",
)
def to_raw_response_wrapper(func: Callable[P, R]) -> Callable[P, LegacyAPIResponse[R]]:
"""Higher order function that takes one of our bound API methods and wraps it
to support returning the raw `APIResponse` object directly.
"""
@functools.wraps(func)
def wrapped(*args: P.args, **kwargs: P.kwargs) -> LegacyAPIResponse[R]:
extra_headers: dict[str, str] = {**(cast(Any, kwargs.get("extra_headers")) or {})}
extra_headers[RAW_RESPONSE_HEADER] = "true"
# All wrapped SDK request methods accept extra_headers; ParamSpec cannot express this constraint.
kwargs["extra_headers"] = extra_headers # ty: ignore[invalid-assignment]
return cast(LegacyAPIResponse[R], func(*args, **kwargs))
return wrapped
def async_to_raw_response_wrapper(func: Callable[P, Awaitable[R]]) -> Callable[P, Awaitable[LegacyAPIResponse[R]]]:
"""Higher order function that takes one of our bound API methods and wraps it
to support returning the raw `APIResponse` object directly.
"""
@functools.wraps(func)
async def wrapped(*args: P.args, **kwargs: P.kwargs) -> LegacyAPIResponse[R]:
extra_headers: dict[str, str] = {**(cast(Any, kwargs.get("extra_headers")) or {})}
extra_headers[RAW_RESPONSE_HEADER] = "true"
# All wrapped SDK request methods accept extra_headers; ParamSpec cannot express this constraint.
kwargs["extra_headers"] = extra_headers # ty: ignore[invalid-assignment]
return cast(LegacyAPIResponse[R], await func(*args, **kwargs))
return wrapped
class HttpxBinaryResponseContent:
response: httpx2.Response
def __init__(self, response: httpx2.Response) -> None:
self.response = response
@property
def content(self) -> bytes:
return self.response.content
@property
def text(self) -> str:
return self.response.text
@property
def encoding(self) -> str | None:
return self.response.encoding
@property
def charset_encoding(self) -> str | None:
return self.response.charset_encoding
def json(self, **kwargs: Any) -> Any:
return self.response.json(**kwargs)
def read(self) -> bytes:
return self.response.read()
def iter_bytes(self, chunk_size: int | None = None) -> Iterator[bytes]:
return self.response.iter_bytes(chunk_size)
def iter_text(self, chunk_size: int | None = None) -> Iterator[str]:
return self.response.iter_text(chunk_size)
def iter_lines(self) -> Iterator[str]:
return self.response.iter_lines()
def iter_raw(self, chunk_size: int | None = None) -> Iterator[bytes]:
return self.response.iter_raw(chunk_size)
def write_to_file(
self,
file: str | os.PathLike[str],
) -> None:
"""Write the output to the given file.
Accepts a filename or any path-like object, e.g. pathlib.Path
Note: if you want to stream the data to the file instead of writing
all at once then you should use `.with_streaming_response` when making
the API request, e.g. `client.with_streaming_response.foo().stream_to_file('my_filename.txt')`
"""
with open(file, mode="wb") as f:
for data in self.response.iter_bytes():
f.write(data)
@deprecated(
"Due to a bug, this method doesn't actually stream the response content, `.with_streaming_response.method()` should be used instead"
)
def stream_to_file(
self,
file: str | os.PathLike[str],
*,
chunk_size: int | None = None,
) -> None:
with open(file, mode="wb") as f:
for data in self.response.iter_bytes(chunk_size):
f.write(data)
def close(self) -> None:
return self.response.close()
async def aread(self) -> bytes:
return await self.response.aread()
async def aiter_bytes(self, chunk_size: int | None = None) -> AsyncIterator[bytes]:
return self.response.aiter_bytes(chunk_size)
async def aiter_text(self, chunk_size: int | None = None) -> AsyncIterator[str]:
return self.response.aiter_text(chunk_size)
async def aiter_lines(self) -> AsyncIterator[str]:
return self.response.aiter_lines()
async def aiter_raw(self, chunk_size: int | None = None) -> AsyncIterator[bytes]:
return self.response.aiter_raw(chunk_size)
@deprecated(
"Due to a bug, this method doesn't actually stream the response content, `.with_streaming_response.method()` should be used instead"
)
async def astream_to_file(
self,
file: str | os.PathLike[str],
*,
chunk_size: int | None = None,
) -> None:
path = anyio.Path(file)
async with await path.open(mode="wb") as f:
async for data in self.response.aiter_bytes(chunk_size):
await f.write(data)
async def aclose(self) -> None:
return await self.response.aclose()
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