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- **PR title**: "community: Fix #22975 (Add SSL Verification Option to Requests Class in langchain_community)" - **PR message**: - **Description:** - Added an optional verify parameter to the Requests class with a default value of True. - Modified the get, post, patch, put, and delete methods to include the verify parameter. - Updated the _arequest async context manager to include the verify parameter. - Added the verify parameter to the GenericRequestsWrapper class and passed it to the Requests class. - **Issue:** This PR fixes issue #22975. - **Dependencies:** No additional dependencies are required for this change. - **Twitter handle:** @lunara_x You can check this change with below code. ```python from langchain_openai.chat_models import ChatOpenAI from langchain.requests import RequestsWrapper from langchain_community.agent_toolkits.openapi import planner from langchain_community.agent_toolkits.openapi.spec import reduce_openapi_spec with open("swagger.yaml") as f: data = yaml.load(f, Loader=yaml.FullLoader) swagger_api_spec = reduce_openapi_spec(data) llm = ChatOpenAI(model='gpt-4o') swagger_requests_wrapper = RequestsWrapper(verify=False) # modified point superset_agent = planner.create_openapi_agent(swagger_api_spec, swagger_requests_wrapper, llm, allow_dangerous_requests=True, handle_parsing_errors=True) superset_agent.run( "Tell me the number and types of charts and dashboards available." ) ``` --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
260 lines
9.2 KiB
Python
260 lines
9.2 KiB
Python
"""Lightweight wrapper around requests library, with async support."""
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from contextlib import asynccontextmanager
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from typing import Any, AsyncGenerator, Dict, Literal, Optional, Union
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import aiohttp
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import requests
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from langchain_core.pydantic_v1 import BaseModel, Extra
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from requests import Response
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class Requests(BaseModel):
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"""Wrapper around requests to handle auth and async.
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The main purpose of this wrapper is to handle authentication (by saving
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headers) and enable easy async methods on the same base object.
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"""
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headers: Optional[Dict[str, str]] = None
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aiosession: Optional[aiohttp.ClientSession] = None
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auth: Optional[Any] = None
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verify: Optional[bool] = True
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class Config:
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"""Configuration for this pydantic object."""
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extra = Extra.forbid
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arbitrary_types_allowed = True
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def get(self, url: str, **kwargs: Any) -> requests.Response:
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"""GET the URL and return the text."""
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return requests.get(
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url, headers=self.headers, auth=self.auth, verify=self.verify, **kwargs
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)
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def post(self, url: str, data: Dict[str, Any], **kwargs: Any) -> requests.Response:
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"""POST to the URL and return the text."""
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return requests.post(
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url,
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json=data,
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headers=self.headers,
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auth=self.auth,
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verify=self.verify,
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**kwargs,
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)
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def patch(self, url: str, data: Dict[str, Any], **kwargs: Any) -> requests.Response:
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"""PATCH the URL and return the text."""
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return requests.patch(
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url,
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json=data,
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headers=self.headers,
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auth=self.auth,
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verify=self.verify,
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**kwargs,
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)
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def put(self, url: str, data: Dict[str, Any], **kwargs: Any) -> requests.Response:
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"""PUT the URL and return the text."""
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return requests.put(
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url,
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json=data,
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headers=self.headers,
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auth=self.auth,
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verify=self.verify,
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**kwargs,
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)
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def delete(self, url: str, **kwargs: Any) -> requests.Response:
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"""DELETE the URL and return the text."""
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return requests.delete(
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url, headers=self.headers, auth=self.auth, verify=self.verify, **kwargs
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)
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@asynccontextmanager
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async def _arequest(
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self, method: str, url: str, **kwargs: Any
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) -> AsyncGenerator[aiohttp.ClientResponse, None]:
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"""Make an async request."""
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if not self.aiosession:
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async with aiohttp.ClientSession() as session:
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async with session.request(
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method,
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url,
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headers=self.headers,
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auth=self.auth,
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verify=self.verify,
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**kwargs,
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) as response:
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yield response
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else:
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async with self.aiosession.request(
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method,
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url,
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headers=self.headers,
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auth=self.auth,
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verify=self.verify,
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**kwargs,
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) as response:
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yield response
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@asynccontextmanager
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async def aget(
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self, url: str, **kwargs: Any
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) -> AsyncGenerator[aiohttp.ClientResponse, None]:
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"""GET the URL and return the text asynchronously."""
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async with self._arequest("GET", url, **kwargs) as response:
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yield response
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@asynccontextmanager
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async def apost(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> AsyncGenerator[aiohttp.ClientResponse, None]:
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"""POST to the URL and return the text asynchronously."""
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async with self._arequest("POST", url, json=data, **kwargs) as response:
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yield response
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@asynccontextmanager
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async def apatch(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> AsyncGenerator[aiohttp.ClientResponse, None]:
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"""PATCH the URL and return the text asynchronously."""
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async with self._arequest("PATCH", url, json=data, **kwargs) as response:
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yield response
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@asynccontextmanager
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async def aput(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> AsyncGenerator[aiohttp.ClientResponse, None]:
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"""PUT the URL and return the text asynchronously."""
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async with self._arequest("PUT", url, json=data, **kwargs) as response:
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yield response
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@asynccontextmanager
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async def adelete(
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self, url: str, **kwargs: Any
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) -> AsyncGenerator[aiohttp.ClientResponse, None]:
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"""DELETE the URL and return the text asynchronously."""
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async with self._arequest("DELETE", url, **kwargs) as response:
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yield response
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class GenericRequestsWrapper(BaseModel):
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"""Lightweight wrapper around requests library."""
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headers: Optional[Dict[str, str]] = None
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aiosession: Optional[aiohttp.ClientSession] = None
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auth: Optional[Any] = None
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response_content_type: Literal["text", "json"] = "text"
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verify: bool = True
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class Config:
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"""Configuration for this pydantic object."""
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extra = Extra.forbid
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arbitrary_types_allowed = True
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@property
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def requests(self) -> Requests:
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return Requests(
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headers=self.headers,
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aiosession=self.aiosession,
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auth=self.auth,
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verify=self.verify,
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)
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def _get_resp_content(self, response: Response) -> Union[str, Dict[str, Any]]:
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if self.response_content_type == "text":
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return response.text
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elif self.response_content_type == "json":
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return response.json()
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else:
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raise ValueError(f"Invalid return type: {self.response_content_type}")
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async def _aget_resp_content(
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self, response: aiohttp.ClientResponse
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) -> Union[str, Dict[str, Any]]:
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if self.response_content_type == "text":
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return await response.text()
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elif self.response_content_type == "json":
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return await response.json()
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else:
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raise ValueError(f"Invalid return type: {self.response_content_type}")
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def get(self, url: str, **kwargs: Any) -> Union[str, Dict[str, Any]]:
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"""GET the URL and return the text."""
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return self._get_resp_content(self.requests.get(url, **kwargs))
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def post(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> Union[str, Dict[str, Any]]:
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"""POST to the URL and return the text."""
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return self._get_resp_content(self.requests.post(url, data, **kwargs))
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def patch(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> Union[str, Dict[str, Any]]:
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"""PATCH the URL and return the text."""
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return self._get_resp_content(self.requests.patch(url, data, **kwargs))
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def put(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> Union[str, Dict[str, Any]]:
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"""PUT the URL and return the text."""
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return self._get_resp_content(self.requests.put(url, data, **kwargs))
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def delete(self, url: str, **kwargs: Any) -> Union[str, Dict[str, Any]]:
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"""DELETE the URL and return the text."""
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return self._get_resp_content(self.requests.delete(url, **kwargs))
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async def aget(self, url: str, **kwargs: Any) -> Union[str, Dict[str, Any]]:
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"""GET the URL and return the text asynchronously."""
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async with self.requests.aget(url, **kwargs) as response:
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return await self._aget_resp_content(response)
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async def apost(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> Union[str, Dict[str, Any]]:
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"""POST to the URL and return the text asynchronously."""
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async with self.requests.apost(url, data, **kwargs) as response:
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return await self._aget_resp_content(response)
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async def apatch(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> Union[str, Dict[str, Any]]:
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"""PATCH the URL and return the text asynchronously."""
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async with self.requests.apatch(url, data, **kwargs) as response:
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return await self._aget_resp_content(response)
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async def aput(
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self, url: str, data: Dict[str, Any], **kwargs: Any
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) -> Union[str, Dict[str, Any]]:
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"""PUT the URL and return the text asynchronously."""
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async with self.requests.aput(url, data, **kwargs) as response:
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return await self._aget_resp_content(response)
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async def adelete(self, url: str, **kwargs: Any) -> Union[str, Dict[str, Any]]:
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"""DELETE the URL and return the text asynchronously."""
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async with self.requests.adelete(url, **kwargs) as response:
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return await self._aget_resp_content(response)
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class JsonRequestsWrapper(GenericRequestsWrapper):
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"""Lightweight wrapper around requests library, with async support.
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The main purpose of this wrapper is to always return a json output."""
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response_content_type: Literal["text", "json"] = "json"
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class TextRequestsWrapper(GenericRequestsWrapper):
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"""Lightweight wrapper around requests library, with async support.
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The main purpose of this wrapper is to always return a text output."""
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response_content_type: Literal["text", "json"] = "text"
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# For backwards compatibility
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RequestsWrapper = TextRequestsWrapper
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