XinXiKuaiBaoYuan/django-backend/venv/lib/python3.9/site-packages/openai/_base_client.py

1841 lines
56 KiB
Python

from __future__ import annotations
import os
import json
import time
import uuid
import email
import inspect
import logging
import platform
import warnings
import email.utils
from types import TracebackType
from random import random
from typing import (
TYPE_CHECKING,
Any,
Dict,
Type,
Union,
Generic,
Mapping,
TypeVar,
Iterable,
Iterator,
Optional,
Generator,
AsyncIterator,
cast,
overload,
)
from functools import lru_cache
from typing_extensions import Literal, override
import anyio
import httpx
import distro
import pydantic
from httpx import URL, Limits
from pydantic import PrivateAttr
from . import _exceptions
from ._qs import Querystring
from ._files import to_httpx_files, async_to_httpx_files
from ._types import (
NOT_GIVEN,
Body,
Omit,
Query,
ModelT,
Headers,
Timeout,
NotGiven,
ResponseT,
Transport,
AnyMapping,
PostParser,
ProxiesTypes,
RequestFiles,
AsyncTransport,
RequestOptions,
UnknownResponse,
ModelBuilderProtocol,
BinaryResponseContent,
)
from ._utils import is_dict, is_given, is_mapping
from ._compat import model_copy, model_dump
from ._models import GenericModel, FinalRequestOptions, validate_type, construct_type
from ._response import APIResponse
from ._constants import (
DEFAULT_LIMITS,
DEFAULT_TIMEOUT,
DEFAULT_MAX_RETRIES,
RAW_RESPONSE_HEADER,
STREAMED_RAW_RESPONSE_HEADER,
)
from ._streaming import Stream, AsyncStream
from ._exceptions import (
APIStatusError,
APITimeoutError,
APIConnectionError,
APIResponseValidationError,
)
log: logging.Logger = logging.getLogger(__name__)
# TODO: make base page type vars covariant
SyncPageT = TypeVar("SyncPageT", bound="BaseSyncPage[Any]")
AsyncPageT = TypeVar("AsyncPageT", bound="BaseAsyncPage[Any]")
_T = TypeVar("_T")
_T_co = TypeVar("_T_co", covariant=True)
_StreamT = TypeVar("_StreamT", bound=Stream[Any])
_AsyncStreamT = TypeVar("_AsyncStreamT", bound=AsyncStream[Any])
if TYPE_CHECKING:
from httpx._config import DEFAULT_TIMEOUT_CONFIG as HTTPX_DEFAULT_TIMEOUT
else:
try:
from httpx._config import DEFAULT_TIMEOUT_CONFIG as HTTPX_DEFAULT_TIMEOUT
except ImportError:
# taken from https://github.com/encode/httpx/blob/3ba5fe0d7ac70222590e759c31442b1cab263791/httpx/_config.py#L366
HTTPX_DEFAULT_TIMEOUT = Timeout(5.0)
class PageInfo:
"""Stores the necesary information to build the request to retrieve the next page.
Either `url` or `params` must be set.
"""
url: URL | NotGiven
params: Query | NotGiven
@overload
def __init__(
self,
*,
url: URL,
) -> None:
...
@overload
def __init__(
self,
*,
params: Query,
) -> None:
...
def __init__(
self,
*,
url: URL | NotGiven = NOT_GIVEN,
params: Query | NotGiven = NOT_GIVEN,
) -> None:
self.url = url
self.params = params
class BasePage(GenericModel, Generic[ModelT]):
"""
Defines the core interface for pagination.
Type Args:
ModelT: The pydantic model that represents an item in the response.
Methods:
has_next_page(): Check if there is another page available
next_page_info(): Get the necessary information to make a request for the next page
"""
_options: FinalRequestOptions = PrivateAttr()
_model: Type[ModelT] = PrivateAttr()
def has_next_page(self) -> bool:
items = self._get_page_items()
if not items:
return False
return self.next_page_info() is not None
def next_page_info(self) -> Optional[PageInfo]:
...
def _get_page_items(self) -> Iterable[ModelT]: # type: ignore[empty-body]
...
def _params_from_url(self, url: URL) -> httpx.QueryParams:
# TODO: do we have to preprocess params here?
return httpx.QueryParams(cast(Any, self._options.params)).merge(url.params)
def _info_to_options(self, info: PageInfo) -> FinalRequestOptions:
options = model_copy(self._options)
options._strip_raw_response_header()
if not isinstance(info.params, NotGiven):
options.params = {**options.params, **info.params}
return options
if not isinstance(info.url, NotGiven):
params = self._params_from_url(info.url)
url = info.url.copy_with(params=params)
options.params = dict(url.params)
options.url = str(url)
return options
raise ValueError("Unexpected PageInfo state")
class BaseSyncPage(BasePage[ModelT], Generic[ModelT]):
_client: SyncAPIClient = pydantic.PrivateAttr()
def _set_private_attributes(
self,
client: SyncAPIClient,
model: Type[ModelT],
options: FinalRequestOptions,
) -> None:
self._model = model
self._client = client
self._options = options
# Pydantic uses a custom `__iter__` method to support casting BaseModels
# to dictionaries. e.g. dict(model).
# As we want to support `for item in page`, this is inherently incompatible
# with the default pydantic behaviour. It is not possible to support both
# use cases at once. Fortunately, this is not a big deal as all other pydantic
# methods should continue to work as expected as there is an alternative method
# to cast a model to a dictionary, model.dict(), which is used internally
# by pydantic.
def __iter__(self) -> Iterator[ModelT]: # type: ignore
for page in self.iter_pages():
for item in page._get_page_items():
yield item
def iter_pages(self: SyncPageT) -> Iterator[SyncPageT]:
page = self
while True:
yield page
if page.has_next_page():
page = page.get_next_page()
else:
return
def get_next_page(self: SyncPageT) -> SyncPageT:
info = self.next_page_info()
if not info:
raise RuntimeError(
"No next page expected; please check `.has_next_page()` before calling `.get_next_page()`."
)
options = self._info_to_options(info)
return self._client._request_api_list(self._model, page=self.__class__, options=options)
class AsyncPaginator(Generic[ModelT, AsyncPageT]):
def __init__(
self,
client: AsyncAPIClient,
options: FinalRequestOptions,
page_cls: Type[AsyncPageT],
model: Type[ModelT],
) -> None:
self._model = model
self._client = client
self._options = options
self._page_cls = page_cls
def __await__(self) -> Generator[Any, None, AsyncPageT]:
return self._get_page().__await__()
async def _get_page(self) -> AsyncPageT:
def _parser(resp: AsyncPageT) -> AsyncPageT:
resp._set_private_attributes(
model=self._model,
options=self._options,
client=self._client,
)
return resp
self._options.post_parser = _parser
return await self._client.request(self._page_cls, self._options)
async def __aiter__(self) -> AsyncIterator[ModelT]:
# https://github.com/microsoft/pyright/issues/3464
page = cast(
AsyncPageT,
await self, # type: ignore
)
async for item in page:
yield item
class BaseAsyncPage(BasePage[ModelT], Generic[ModelT]):
_client: AsyncAPIClient = pydantic.PrivateAttr()
def _set_private_attributes(
self,
model: Type[ModelT],
client: AsyncAPIClient,
options: FinalRequestOptions,
) -> None:
self._model = model
self._client = client
self._options = options
async def __aiter__(self) -> AsyncIterator[ModelT]:
async for page in self.iter_pages():
for item in page._get_page_items():
yield item
async def iter_pages(self: AsyncPageT) -> AsyncIterator[AsyncPageT]:
page = self
while True:
yield page
if page.has_next_page():
page = await page.get_next_page()
else:
return
async def get_next_page(self: AsyncPageT) -> AsyncPageT:
info = self.next_page_info()
if not info:
raise RuntimeError(
"No next page expected; please check `.has_next_page()` before calling `.get_next_page()`."
)
options = self._info_to_options(info)
return await self._client._request_api_list(self._model, page=self.__class__, options=options)
_HttpxClientT = TypeVar("_HttpxClientT", bound=Union[httpx.Client, httpx.AsyncClient])
_DefaultStreamT = TypeVar("_DefaultStreamT", bound=Union[Stream[Any], AsyncStream[Any]])
class BaseClient(Generic[_HttpxClientT, _DefaultStreamT]):
_client: _HttpxClientT
_version: str
_base_url: URL
max_retries: int
timeout: Union[float, Timeout, None]
_limits: httpx.Limits
_proxies: ProxiesTypes | None
_transport: Transport | AsyncTransport | None
_strict_response_validation: bool
_idempotency_header: str | None
_default_stream_cls: type[_DefaultStreamT] | None = None
def __init__(
self,
*,
version: str,
base_url: str | URL,
_strict_response_validation: bool,
max_retries: int = DEFAULT_MAX_RETRIES,
timeout: float | Timeout | None = DEFAULT_TIMEOUT,
limits: httpx.Limits,
transport: Transport | AsyncTransport | None,
proxies: ProxiesTypes | None,
custom_headers: Mapping[str, str] | None = None,
custom_query: Mapping[str, object] | None = None,
) -> None:
self._version = version
self._base_url = self._enforce_trailing_slash(URL(base_url))
self.max_retries = max_retries
self.timeout = timeout
self._limits = limits
self._proxies = proxies
self._transport = transport
self._custom_headers = custom_headers or {}
self._custom_query = custom_query or {}
self._strict_response_validation = _strict_response_validation
self._idempotency_header = None
def _enforce_trailing_slash(self, url: URL) -> URL:
if url.raw_path.endswith(b"/"):
return url
return url.copy_with(raw_path=url.raw_path + b"/")
def _make_status_error_from_response(
self,
response: httpx.Response,
) -> APIStatusError:
if response.is_closed and not response.is_stream_consumed:
# We can't read the response body as it has been closed
# before it was read. This can happen if an event hook
# raises a status error.
body = None
err_msg = f"Error code: {response.status_code}"
else:
err_text = response.text.strip()
body = err_text
try:
body = json.loads(err_text)
err_msg = f"Error code: {response.status_code} - {body}"
except Exception:
err_msg = err_text or f"Error code: {response.status_code}"
return self._make_status_error(err_msg, body=body, response=response)
def _make_status_error(
self,
err_msg: str,
*,
body: object,
response: httpx.Response,
) -> _exceptions.APIStatusError:
raise NotImplementedError()
def _remaining_retries(
self,
remaining_retries: Optional[int],
options: FinalRequestOptions,
) -> int:
return remaining_retries if remaining_retries is not None else options.get_max_retries(self.max_retries)
def _build_headers(self, options: FinalRequestOptions) -> httpx.Headers:
custom_headers = options.headers or {}
headers_dict = _merge_mappings(self.default_headers, custom_headers)
self._validate_headers(headers_dict, custom_headers)
headers = httpx.Headers(headers_dict)
idempotency_header = self._idempotency_header
if idempotency_header and options.method.lower() != "get" and idempotency_header not in headers:
if not options.idempotency_key:
options.idempotency_key = self._idempotency_key()
headers[idempotency_header] = options.idempotency_key
return headers
def _prepare_url(self, url: str) -> URL:
"""
Merge a URL argument together with any 'base_url' on the client,
to create the URL used for the outgoing request.
"""
# Copied from httpx's `_merge_url` method.
merge_url = URL(url)
if merge_url.is_relative_url:
merge_raw_path = self.base_url.raw_path + merge_url.raw_path.lstrip(b"/")
return self.base_url.copy_with(raw_path=merge_raw_path)
return merge_url
def _build_request(
self,
options: FinalRequestOptions,
) -> httpx.Request:
if log.isEnabledFor(logging.DEBUG):
log.debug("Request options: %s", model_dump(options, exclude_unset=True))
kwargs: dict[str, Any] = {}
json_data = options.json_data
if options.extra_json is not None:
if json_data is None:
json_data = cast(Body, options.extra_json)
elif is_mapping(json_data):
json_data = _merge_mappings(json_data, options.extra_json)
else:
raise RuntimeError(f"Unexpected JSON data type, {type(json_data)}, cannot merge with `extra_body`")
headers = self._build_headers(options)
params = _merge_mappings(self._custom_query, options.params)
# If the given Content-Type header is multipart/form-data then it
# has to be removed so that httpx can generate the header with
# additional information for us as it has to be in this form
# for the server to be able to correctly parse the request:
# multipart/form-data; boundary=---abc--
if headers.get("Content-Type") == "multipart/form-data":
headers.pop("Content-Type")
# As we are now sending multipart/form-data instead of application/json
# we need to tell httpx to use it, https://www.python-httpx.org/advanced/#multipart-file-encoding
if json_data:
if not is_dict(json_data):
raise TypeError(
f"Expected query input to be a dictionary for multipart requests but got {type(json_data)} instead."
)
kwargs["data"] = self._serialize_multipartform(json_data)
# TODO: report this error to httpx
return self._client.build_request( # pyright: ignore[reportUnknownMemberType]
headers=headers,
timeout=self.timeout if isinstance(options.timeout, NotGiven) else options.timeout,
method=options.method,
url=self._prepare_url(options.url),
# the `Query` type that we use is incompatible with qs'
# `Params` type as it needs to be typed as `Mapping[str, object]`
# so that passing a `TypedDict` doesn't cause an error.
# https://github.com/microsoft/pyright/issues/3526#event-6715453066
params=self.qs.stringify(cast(Mapping[str, Any], params)) if params else None,
json=json_data,
files=options.files,
**kwargs,
)
def _serialize_multipartform(self, data: Mapping[object, object]) -> dict[str, object]:
items = self.qs.stringify_items(
# TODO: type ignore is required as stringify_items is well typed but we can't be
# well typed without heavy validation.
data, # type: ignore
array_format="brackets",
)
serialized: dict[str, object] = {}
for key, value in items:
if key in serialized:
raise ValueError(f"Duplicate key encountered: {key}; This behaviour is not supported")
serialized[key] = value
return serialized
def _process_response(
self,
*,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
response: httpx.Response,
stream: bool,
stream_cls: type[Stream[Any]] | type[AsyncStream[Any]] | None,
) -> ResponseT:
api_response = APIResponse(
raw=response,
client=self,
cast_to=cast_to,
stream=stream,
stream_cls=stream_cls,
options=options,
)
if response.request.headers.get(RAW_RESPONSE_HEADER) == "true":
return cast(ResponseT, api_response)
return api_response.parse()
def _process_response_data(
self,
*,
data: object,
cast_to: type[ResponseT],
response: httpx.Response,
) -> ResponseT:
if data is None:
return cast(ResponseT, None)
if cast_to is UnknownResponse:
return cast(ResponseT, data)
try:
if inspect.isclass(cast_to) and issubclass(cast_to, ModelBuilderProtocol):
return cast(ResponseT, cast_to.build(response=response, data=data))
if self._strict_response_validation:
return cast(ResponseT, validate_type(type_=cast_to, value=data))
return cast(ResponseT, construct_type(type_=cast_to, value=data))
except pydantic.ValidationError as err:
raise APIResponseValidationError(response=response, body=data) from err
def _should_stream_response_body(self, *, request: httpx.Request) -> bool:
if request.headers.get(STREAMED_RAW_RESPONSE_HEADER) == "true":
return True
return False
@property
def qs(self) -> Querystring:
return Querystring()
@property
def custom_auth(self) -> httpx.Auth | None:
return None
@property
def auth_headers(self) -> dict[str, str]:
return {}
@property
def default_headers(self) -> dict[str, str | Omit]:
return {
"Accept": "application/json",
"Content-Type": "application/json",
"User-Agent": self.user_agent,
**self.platform_headers(),
**self.auth_headers,
**self._custom_headers,
}
def _validate_headers(
self,
headers: Headers, # noqa: ARG002
custom_headers: Headers, # noqa: ARG002
) -> None:
"""Validate the given default headers and custom headers.
Does nothing by default.
"""
return
@property
def user_agent(self) -> str:
return f"{self.__class__.__name__}/Python {self._version}"
@property
def base_url(self) -> URL:
return self._base_url
@base_url.setter
def base_url(self, url: URL | str) -> None:
self._base_url = self._enforce_trailing_slash(url if isinstance(url, URL) else URL(url))
@lru_cache(maxsize=None)
def platform_headers(self) -> Dict[str, str]:
return {
"X-Stainless-Lang": "python",
"X-Stainless-Package-Version": self._version,
"X-Stainless-OS": str(get_platform()),
"X-Stainless-Arch": str(get_architecture()),
"X-Stainless-Runtime": platform.python_implementation(),
"X-Stainless-Runtime-Version": platform.python_version(),
}
def _calculate_retry_timeout(
self,
remaining_retries: int,
options: FinalRequestOptions,
response_headers: Optional[httpx.Headers] = None,
) -> float:
max_retries = options.get_max_retries(self.max_retries)
try:
# About the Retry-After header: https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Retry-After
#
# <http-date>". See https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Retry-After#syntax for
# details.
if response_headers is not None:
retry_header = response_headers.get("retry-after")
try:
retry_after = float(retry_header)
except Exception:
retry_date_tuple = email.utils.parsedate_tz(retry_header)
if retry_date_tuple is None:
retry_after = -1
else:
retry_date = email.utils.mktime_tz(retry_date_tuple)
retry_after = int(retry_date - time.time())
else:
retry_after = -1
except Exception:
retry_after = -1
# If the API asks us to wait a certain amount of time (and it's a reasonable amount), just do what it says.
if 0 < retry_after <= 60:
return retry_after
initial_retry_delay = 0.5
max_retry_delay = 8.0
nb_retries = max_retries - remaining_retries
# Apply exponential backoff, but not more than the max.
sleep_seconds = min(initial_retry_delay * pow(2.0, nb_retries), max_retry_delay)
# Apply some jitter, plus-or-minus half a second.
jitter = 1 - 0.25 * random()
timeout = sleep_seconds * jitter
return timeout if timeout >= 0 else 0
def _should_retry(self, response: httpx.Response) -> bool:
# Note: this is not a standard header
should_retry_header = response.headers.get("x-should-retry")
# If the server explicitly says whether or not to retry, obey.
if should_retry_header == "true":
return True
if should_retry_header == "false":
return False
# Retry on request timeouts.
if response.status_code == 408:
return True
# Retry on lock timeouts.
if response.status_code == 409:
return True
# Retry on rate limits.
if response.status_code == 429:
return True
# Retry internal errors.
if response.status_code >= 500:
return True
return False
def _idempotency_key(self) -> str:
return f"stainless-python-retry-{uuid.uuid4()}"
class SyncAPIClient(BaseClient[httpx.Client, Stream[Any]]):
_client: httpx.Client
_has_custom_http_client: bool
_default_stream_cls: type[Stream[Any]] | None = None
def __init__(
self,
*,
version: str,
base_url: str | URL,
max_retries: int = DEFAULT_MAX_RETRIES,
timeout: float | Timeout | None | NotGiven = NOT_GIVEN,
transport: Transport | None = None,
proxies: ProxiesTypes | None = None,
limits: Limits | None = None,
http_client: httpx.Client | None = None,
custom_headers: Mapping[str, str] | None = None,
custom_query: Mapping[str, object] | None = None,
_strict_response_validation: bool,
) -> None:
if limits is not None:
warnings.warn(
"The `connection_pool_limits` argument is deprecated. The `http_client` argument should be passed instead",
category=DeprecationWarning,
stacklevel=3,
)
if http_client is not None:
raise ValueError("The `http_client` argument is mutually exclusive with `connection_pool_limits`")
else:
limits = DEFAULT_LIMITS
if transport is not None:
warnings.warn(
"The `transport` argument is deprecated. The `http_client` argument should be passed instead",
category=DeprecationWarning,
stacklevel=3,
)
if http_client is not None:
raise ValueError("The `http_client` argument is mutually exclusive with `transport`")
if proxies is not None:
warnings.warn(
"The `proxies` argument is deprecated. The `http_client` argument should be passed instead",
category=DeprecationWarning,
stacklevel=3,
)
if http_client is not None:
raise ValueError("The `http_client` argument is mutually exclusive with `proxies`")
if not is_given(timeout):
# if the user passed in a custom http client with a non-default
# timeout set then we use that timeout.
#
# note: there is an edge case here where the user passes in a client
# where they've explicitly set the timeout to match the default timeout
# as this check is structural, meaning that we'll think they didn't
# pass in a timeout and will ignore it
if http_client and http_client.timeout != HTTPX_DEFAULT_TIMEOUT:
timeout = http_client.timeout
else:
timeout = DEFAULT_TIMEOUT
super().__init__(
version=version,
limits=limits,
# cast to a valid type because mypy doesn't understand our type narrowing
timeout=cast(Timeout, timeout),
proxies=proxies,
base_url=base_url,
transport=transport,
max_retries=max_retries,
custom_query=custom_query,
custom_headers=custom_headers,
_strict_response_validation=_strict_response_validation,
)
self._client = http_client or httpx.Client(
base_url=base_url,
# cast to a valid type because mypy doesn't understand our type narrowing
timeout=cast(Timeout, timeout),
proxies=proxies,
transport=transport,
limits=limits,
)
self._has_custom_http_client = bool(http_client)
def is_closed(self) -> bool:
return self._client.is_closed
def close(self) -> None:
"""Close the underlying HTTPX client.
The client will *not* be usable after this.
"""
# If an error is thrown while constructing a client, self._client
# may not be present
if hasattr(self, "_client"):
self._client.close()
def __enter__(self: _T) -> _T:
return self
def __exit__(
self,
exc_type: type[BaseException] | None,
exc: BaseException | None,
exc_tb: TracebackType | None,
) -> None:
self.close()
def _prepare_options(
self,
options: FinalRequestOptions, # noqa: ARG002
) -> None:
"""Hook for mutating the given options"""
return None
def _prepare_request(
self,
request: httpx.Request, # noqa: ARG002
) -> None:
"""This method is used as a callback for mutating the `Request` object
after it has been constructed.
This is useful for cases where you want to add certain headers based off of
the request properties, e.g. `url`, `method` etc.
"""
return None
@overload
def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
remaining_retries: Optional[int] = None,
*,
stream: Literal[True],
stream_cls: Type[_StreamT],
) -> _StreamT:
...
@overload
def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
remaining_retries: Optional[int] = None,
*,
stream: Literal[False] = False,
) -> ResponseT:
...
@overload
def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
remaining_retries: Optional[int] = None,
*,
stream: bool = False,
stream_cls: Type[_StreamT] | None = None,
) -> ResponseT | _StreamT:
...
def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
remaining_retries: Optional[int] = None,
*,
stream: bool = False,
stream_cls: type[_StreamT] | None = None,
) -> ResponseT | _StreamT:
return self._request(
cast_to=cast_to,
options=options,
stream=stream,
stream_cls=stream_cls,
remaining_retries=remaining_retries,
)
def _request(
self,
*,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
remaining_retries: int | None,
stream: bool,
stream_cls: type[_StreamT] | None,
) -> ResponseT | _StreamT:
self._prepare_options(options)
retries = self._remaining_retries(remaining_retries, options)
request = self._build_request(options)
self._prepare_request(request)
response = None
try:
response = self._client.send(
request,
auth=self.custom_auth,
stream=stream or self._should_stream_response_body(request=request),
)
log.debug(
'HTTP Request: %s %s "%i %s"', request.method, request.url, response.status_code, response.reason_phrase
)
response.raise_for_status()
except httpx.HTTPStatusError as err: # thrown on 4xx and 5xx status code
if retries > 0 and self._should_retry(err.response):
err.response.close()
return self._retry_request(
options,
cast_to,
retries,
err.response.headers,
stream=stream,
stream_cls=stream_cls,
)
# If the response is streamed then we need to explicitly read the response
# to completion before attempting to access the response text.
if not err.response.is_closed:
err.response.read()
raise self._make_status_error_from_response(err.response) from None
except httpx.TimeoutException as err:
if response is not None:
response.close()
if retries > 0:
return self._retry_request(
options,
cast_to,
retries,
stream=stream,
stream_cls=stream_cls,
response_headers=response.headers if response is not None else None,
)
raise APITimeoutError(request=request) from err
except Exception as err:
if response is not None:
response.close()
if retries > 0:
return self._retry_request(
options,
cast_to,
retries,
stream=stream,
stream_cls=stream_cls,
response_headers=response.headers if response is not None else None,
)
raise APIConnectionError(request=request) from err
return self._process_response(
cast_to=cast_to,
options=options,
response=response,
stream=stream,
stream_cls=stream_cls,
)
def _retry_request(
self,
options: FinalRequestOptions,
cast_to: Type[ResponseT],
remaining_retries: int,
response_headers: httpx.Headers | None,
*,
stream: bool,
stream_cls: type[_StreamT] | None,
) -> ResponseT | _StreamT:
remaining = remaining_retries - 1
timeout = self._calculate_retry_timeout(remaining, options, response_headers)
log.info("Retrying request to %s in %f seconds", options.url, timeout)
# In a synchronous context we are blocking the entire thread. Up to the library user to run the client in a
# different thread if necessary.
time.sleep(timeout)
return self._request(
options=options,
cast_to=cast_to,
remaining_retries=remaining,
stream=stream,
stream_cls=stream_cls,
)
def _request_api_list(
self,
model: Type[ModelT],
page: Type[SyncPageT],
options: FinalRequestOptions,
) -> SyncPageT:
def _parser(resp: SyncPageT) -> SyncPageT:
resp._set_private_attributes(
client=self,
model=model,
options=options,
)
return resp
options.post_parser = _parser
return self.request(page, options, stream=False)
@overload
def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: Literal[False] = False,
) -> ResponseT:
...
@overload
def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: Literal[True],
stream_cls: type[_StreamT],
) -> _StreamT:
...
@overload
def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: bool,
stream_cls: type[_StreamT] | None = None,
) -> ResponseT | _StreamT:
...
def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: bool = False,
stream_cls: type[_StreamT] | None = None,
) -> ResponseT | _StreamT:
opts = FinalRequestOptions.construct(method="get", url=path, **options)
# cast is required because mypy complains about returning Any even though
# it understands the type variables
return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
@overload
def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
files: RequestFiles | None = None,
stream: Literal[False] = False,
) -> ResponseT:
...
@overload
def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
files: RequestFiles | None = None,
stream: Literal[True],
stream_cls: type[_StreamT],
) -> _StreamT:
...
@overload
def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
files: RequestFiles | None = None,
stream: bool,
stream_cls: type[_StreamT] | None = None,
) -> ResponseT | _StreamT:
...
def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
files: RequestFiles | None = None,
stream: bool = False,
stream_cls: type[_StreamT] | None = None,
) -> ResponseT | _StreamT:
opts = FinalRequestOptions.construct(
method="post", url=path, json_data=body, files=to_httpx_files(files), **options
)
return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
def patch(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
) -> ResponseT:
opts = FinalRequestOptions.construct(method="patch", url=path, json_data=body, **options)
return self.request(cast_to, opts)
def put(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
files: RequestFiles | None = None,
options: RequestOptions = {},
) -> ResponseT:
opts = FinalRequestOptions.construct(
method="put", url=path, json_data=body, files=to_httpx_files(files), **options
)
return self.request(cast_to, opts)
def delete(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
) -> ResponseT:
opts = FinalRequestOptions.construct(method="delete", url=path, json_data=body, **options)
return self.request(cast_to, opts)
def get_api_list(
self,
path: str,
*,
model: Type[ModelT],
page: Type[SyncPageT],
body: Body | None = None,
options: RequestOptions = {},
method: str = "get",
) -> SyncPageT:
opts = FinalRequestOptions.construct(method=method, url=path, json_data=body, **options)
return self._request_api_list(model, page, opts)
class AsyncAPIClient(BaseClient[httpx.AsyncClient, AsyncStream[Any]]):
_client: httpx.AsyncClient
_has_custom_http_client: bool
_default_stream_cls: type[AsyncStream[Any]] | None = None
def __init__(
self,
*,
version: str,
base_url: str | URL,
_strict_response_validation: bool,
max_retries: int = DEFAULT_MAX_RETRIES,
timeout: float | Timeout | None | NotGiven = NOT_GIVEN,
transport: AsyncTransport | None = None,
proxies: ProxiesTypes | None = None,
limits: Limits | None = None,
http_client: httpx.AsyncClient | None = None,
custom_headers: Mapping[str, str] | None = None,
custom_query: Mapping[str, object] | None = None,
) -> None:
if limits is not None:
warnings.warn(
"The `connection_pool_limits` argument is deprecated. The `http_client` argument should be passed instead",
category=DeprecationWarning,
stacklevel=3,
)
if http_client is not None:
raise ValueError("The `http_client` argument is mutually exclusive with `connection_pool_limits`")
else:
limits = DEFAULT_LIMITS
if transport is not None:
warnings.warn(
"The `transport` argument is deprecated. The `http_client` argument should be passed instead",
category=DeprecationWarning,
stacklevel=3,
)
if http_client is not None:
raise ValueError("The `http_client` argument is mutually exclusive with `transport`")
if proxies is not None:
warnings.warn(
"The `proxies` argument is deprecated. The `http_client` argument should be passed instead",
category=DeprecationWarning,
stacklevel=3,
)
if http_client is not None:
raise ValueError("The `http_client` argument is mutually exclusive with `proxies`")
if not is_given(timeout):
# if the user passed in a custom http client with a non-default
# timeout set then we use that timeout.
#
# note: there is an edge case here where the user passes in a client
# where they've explicitly set the timeout to match the default timeout
# as this check is structural, meaning that we'll think they didn't
# pass in a timeout and will ignore it
if http_client and http_client.timeout != HTTPX_DEFAULT_TIMEOUT:
timeout = http_client.timeout
else:
timeout = DEFAULT_TIMEOUT
super().__init__(
version=version,
base_url=base_url,
limits=limits,
# cast to a valid type because mypy doesn't understand our type narrowing
timeout=cast(Timeout, timeout),
proxies=proxies,
transport=transport,
max_retries=max_retries,
custom_query=custom_query,
custom_headers=custom_headers,
_strict_response_validation=_strict_response_validation,
)
self._client = http_client or httpx.AsyncClient(
base_url=base_url,
# cast to a valid type because mypy doesn't understand our type narrowing
timeout=cast(Timeout, timeout),
proxies=proxies,
transport=transport,
limits=limits,
)
self._has_custom_http_client = bool(http_client)
def is_closed(self) -> bool:
return self._client.is_closed
async def close(self) -> None:
"""Close the underlying HTTPX client.
The client will *not* be usable after this.
"""
await self._client.aclose()
async def __aenter__(self: _T) -> _T:
return self
async def __aexit__(
self,
exc_type: type[BaseException] | None,
exc: BaseException | None,
exc_tb: TracebackType | None,
) -> None:
await self.close()
async def _prepare_options(
self,
options: FinalRequestOptions, # noqa: ARG002
) -> None:
"""Hook for mutating the given options"""
return None
async def _prepare_request(
self,
request: httpx.Request, # noqa: ARG002
) -> None:
"""This method is used as a callback for mutating the `Request` object
after it has been constructed.
This is useful for cases where you want to add certain headers based off of
the request properties, e.g. `url`, `method` etc.
"""
return None
@overload
async def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
*,
stream: Literal[False] = False,
remaining_retries: Optional[int] = None,
) -> ResponseT:
...
@overload
async def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
*,
stream: Literal[True],
stream_cls: type[_AsyncStreamT],
remaining_retries: Optional[int] = None,
) -> _AsyncStreamT:
...
@overload
async def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
*,
stream: bool,
stream_cls: type[_AsyncStreamT] | None = None,
remaining_retries: Optional[int] = None,
) -> ResponseT | _AsyncStreamT:
...
async def request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
*,
stream: bool = False,
stream_cls: type[_AsyncStreamT] | None = None,
remaining_retries: Optional[int] = None,
) -> ResponseT | _AsyncStreamT:
return await self._request(
cast_to=cast_to,
options=options,
stream=stream,
stream_cls=stream_cls,
remaining_retries=remaining_retries,
)
async def _request(
self,
cast_to: Type[ResponseT],
options: FinalRequestOptions,
*,
stream: bool,
stream_cls: type[_AsyncStreamT] | None,
remaining_retries: int | None,
) -> ResponseT | _AsyncStreamT:
await self._prepare_options(options)
retries = self._remaining_retries(remaining_retries, options)
request = self._build_request(options)
await self._prepare_request(request)
response = None
try:
response = await self._client.send(
request,
auth=self.custom_auth,
stream=stream or self._should_stream_response_body(request=request),
)
log.debug(
'HTTP Request: %s %s "%i %s"', request.method, request.url, response.status_code, response.reason_phrase
)
response.raise_for_status()
except httpx.HTTPStatusError as err: # thrown on 4xx and 5xx status code
if retries > 0 and self._should_retry(err.response):
await err.response.aclose()
return await self._retry_request(
options,
cast_to,
retries,
err.response.headers,
stream=stream,
stream_cls=stream_cls,
)
# If the response is streamed then we need to explicitly read the response
# to completion before attempting to access the response text.
if not err.response.is_closed:
await err.response.aread()
raise self._make_status_error_from_response(err.response) from None
except httpx.TimeoutException as err:
if response is not None:
await response.aclose()
if retries > 0:
return await self._retry_request(
options,
cast_to,
retries,
stream=stream,
stream_cls=stream_cls,
response_headers=response.headers if response is not None else None,
)
raise APITimeoutError(request=request) from err
except Exception as err:
if response is not None:
await response.aclose()
if retries > 0:
return await self._retry_request(
options,
cast_to,
retries,
stream=stream,
stream_cls=stream_cls,
response_headers=response.headers if response is not None else None,
)
raise APIConnectionError(request=request) from err
return self._process_response(
cast_to=cast_to,
options=options,
response=response,
stream=stream,
stream_cls=stream_cls,
)
async def _retry_request(
self,
options: FinalRequestOptions,
cast_to: Type[ResponseT],
remaining_retries: int,
response_headers: httpx.Headers | None,
*,
stream: bool,
stream_cls: type[_AsyncStreamT] | None,
) -> ResponseT | _AsyncStreamT:
remaining = remaining_retries - 1
timeout = self._calculate_retry_timeout(remaining, options, response_headers)
log.info("Retrying request to %s in %f seconds", options.url, timeout)
await anyio.sleep(timeout)
return await self._request(
options=options,
cast_to=cast_to,
remaining_retries=remaining,
stream=stream,
stream_cls=stream_cls,
)
def _request_api_list(
self,
model: Type[ModelT],
page: Type[AsyncPageT],
options: FinalRequestOptions,
) -> AsyncPaginator[ModelT, AsyncPageT]:
return AsyncPaginator(client=self, options=options, page_cls=page, model=model)
@overload
async def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: Literal[False] = False,
) -> ResponseT:
...
@overload
async def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: Literal[True],
stream_cls: type[_AsyncStreamT],
) -> _AsyncStreamT:
...
@overload
async def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: bool,
stream_cls: type[_AsyncStreamT] | None = None,
) -> ResponseT | _AsyncStreamT:
...
async def get(
self,
path: str,
*,
cast_to: Type[ResponseT],
options: RequestOptions = {},
stream: bool = False,
stream_cls: type[_AsyncStreamT] | None = None,
) -> ResponseT | _AsyncStreamT:
opts = FinalRequestOptions.construct(method="get", url=path, **options)
return await self.request(cast_to, opts, stream=stream, stream_cls=stream_cls)
@overload
async def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
files: RequestFiles | None = None,
options: RequestOptions = {},
stream: Literal[False] = False,
) -> ResponseT:
...
@overload
async def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
files: RequestFiles | None = None,
options: RequestOptions = {},
stream: Literal[True],
stream_cls: type[_AsyncStreamT],
) -> _AsyncStreamT:
...
@overload
async def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
files: RequestFiles | None = None,
options: RequestOptions = {},
stream: bool,
stream_cls: type[_AsyncStreamT] | None = None,
) -> ResponseT | _AsyncStreamT:
...
async def post(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
files: RequestFiles | None = None,
options: RequestOptions = {},
stream: bool = False,
stream_cls: type[_AsyncStreamT] | None = None,
) -> ResponseT | _AsyncStreamT:
opts = FinalRequestOptions.construct(
method="post", url=path, json_data=body, files=await async_to_httpx_files(files), **options
)
return await self.request(cast_to, opts, stream=stream, stream_cls=stream_cls)
async def patch(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
) -> ResponseT:
opts = FinalRequestOptions.construct(method="patch", url=path, json_data=body, **options)
return await self.request(cast_to, opts)
async def put(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
files: RequestFiles | None = None,
options: RequestOptions = {},
) -> ResponseT:
opts = FinalRequestOptions.construct(
method="put", url=path, json_data=body, files=await async_to_httpx_files(files), **options
)
return await self.request(cast_to, opts)
async def delete(
self,
path: str,
*,
cast_to: Type[ResponseT],
body: Body | None = None,
options: RequestOptions = {},
) -> ResponseT:
opts = FinalRequestOptions.construct(method="delete", url=path, json_data=body, **options)
return await self.request(cast_to, opts)
def get_api_list(
self,
path: str,
*,
# TODO: support paginating `str`
model: Type[ModelT],
page: Type[AsyncPageT],
body: Body | None = None,
options: RequestOptions = {},
method: str = "get",
) -> AsyncPaginator[ModelT, AsyncPageT]:
opts = FinalRequestOptions.construct(method=method, url=path, json_data=body, **options)
return self._request_api_list(model, page, opts)
def make_request_options(
*,
query: Query | None = None,
extra_headers: Headers | None = None,
extra_query: Query | None = None,
extra_body: Body | None = None,
idempotency_key: str | None = None,
timeout: float | httpx.Timeout | None | NotGiven = NOT_GIVEN,
post_parser: PostParser | NotGiven = NOT_GIVEN,
) -> RequestOptions:
"""Create a dict of type RequestOptions without keys of NotGiven values."""
options: RequestOptions = {}
if extra_headers is not None:
options["headers"] = extra_headers
if extra_body is not None:
options["extra_json"] = cast(AnyMapping, extra_body)
if query is not None:
options["params"] = query
if extra_query is not None:
options["params"] = {**options.get("params", {}), **extra_query}
if not isinstance(timeout, NotGiven):
options["timeout"] = timeout
if idempotency_key is not None:
options["idempotency_key"] = idempotency_key
if is_given(post_parser):
# internal
options["post_parser"] = post_parser # type: ignore
return options
class OtherPlatform:
def __init__(self, name: str) -> None:
self.name = name
@override
def __str__(self) -> str:
return f"Other:{self.name}"
Platform = Union[
OtherPlatform,
Literal[
"MacOS",
"Linux",
"Windows",
"FreeBSD",
"OpenBSD",
"iOS",
"Android",
"Unknown",
],
]
def get_platform() -> Platform:
system = platform.system().lower()
platform_name = platform.platform().lower()
if "iphone" in platform_name or "ipad" in platform_name:
# Tested using Python3IDE on an iPhone 11 and Pythonista on an iPad 7
# system is Darwin and platform_name is a string like:
# - Darwin-21.6.0-iPhone12,1-64bit
# - Darwin-21.6.0-iPad7,11-64bit
return "iOS"
if system == "darwin":
return "MacOS"
if system == "windows":
return "Windows"
if "android" in platform_name:
# Tested using Pydroid 3
# system is Linux and platform_name is a string like 'Linux-5.10.81-android12-9-00001-geba40aecb3b7-ab8534902-aarch64-with-libc'
return "Android"
if system == "linux":
# https://distro.readthedocs.io/en/latest/#distro.id
distro_id = distro.id()
if distro_id == "freebsd":
return "FreeBSD"
if distro_id == "openbsd":
return "OpenBSD"
return "Linux"
if platform_name:
return OtherPlatform(platform_name)
return "Unknown"
class OtherArch:
def __init__(self, name: str) -> None:
self.name = name
@override
def __str__(self) -> str:
return f"other:{self.name}"
Arch = Union[OtherArch, Literal["x32", "x64", "arm", "arm64", "unknown"]]
def get_architecture() -> Arch:
python_bitness, _ = platform.architecture()
machine = platform.machine().lower()
if machine in ("arm64", "aarch64"):
return "arm64"
# TODO: untested
if machine == "arm":
return "arm"
if machine == "x86_64":
return "x64"
# TODO: untested
if python_bitness == "32bit":
return "x32"
if machine:
return OtherArch(machine)
return "unknown"
def _merge_mappings(
obj1: Mapping[_T_co, Union[_T, Omit]],
obj2: Mapping[_T_co, Union[_T, Omit]],
) -> Dict[_T_co, _T]:
"""Merge two mappings of the same type, removing any values that are instances of `Omit`.
In cases with duplicate keys the second mapping takes precedence.
"""
merged = {**obj1, **obj2}
return {key: value for key, value in merged.items() if not isinstance(value, Omit)}
class HttpxBinaryResponseContent(BinaryResponseContent):
response: httpx.Response
def __init__(self, response: httpx.Response) -> None:
self.response = response
@property
@override
def content(self) -> bytes:
return self.response.content
@property
@override
def text(self) -> str:
return self.response.text
@property
@override
def encoding(self) -> Optional[str]:
return self.response.encoding
@property
@override
def charset_encoding(self) -> Optional[str]:
return self.response.charset_encoding
@override
def json(self, **kwargs: Any) -> Any:
return self.response.json(**kwargs)
@override
def read(self) -> bytes:
return self.response.read()
@override
def iter_bytes(self, chunk_size: Optional[int] = None) -> Iterator[bytes]:
return self.response.iter_bytes(chunk_size)
@override
def iter_text(self, chunk_size: Optional[int] = None) -> Iterator[str]:
return self.response.iter_text(chunk_size)
@override
def iter_lines(self) -> Iterator[str]:
return self.response.iter_lines()
@override
def iter_raw(self, chunk_size: Optional[int] = None) -> Iterator[bytes]:
return self.response.iter_raw(chunk_size)
@override
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)
@override
def close(self) -> None:
return self.response.close()
@override
async def aread(self) -> bytes:
return await self.response.aread()
@override
async def aiter_bytes(self, chunk_size: Optional[int] = None) -> AsyncIterator[bytes]:
return self.response.aiter_bytes(chunk_size)
@override
async def aiter_text(self, chunk_size: Optional[int] = None) -> AsyncIterator[str]:
return self.response.aiter_text(chunk_size)
@override
async def aiter_lines(self) -> AsyncIterator[str]:
return self.response.aiter_lines()
@override
async def aiter_raw(self, chunk_size: Optional[int] = None) -> AsyncIterator[bytes]:
return self.response.aiter_raw(chunk_size)
@override
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)
@override
async def aclose(self) -> None:
return await self.response.aclose()