mirror of
https://github.com/hwchase17/langchain
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5cf06db3b3
**Description:** This new feature enhances the flexibility of pipeline integration, particularly when working with RESTful APIs. ``JsonRequestsWrapper`` allows for the decoding of JSON output, instead of the only option for text output. --------- Co-authored-by: Zhichao HAN <hanzhichao2000@hotmail.com>
199 lines
7.0 KiB
Python
199 lines
7.0 KiB
Python
import asyncio
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import json
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from typing import Any, Dict
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import pytest
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from langchain_community.tools.requests.tool import (
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RequestsDeleteTool,
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RequestsGetTool,
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RequestsPatchTool,
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RequestsPostTool,
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RequestsPutTool,
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_parse_input,
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)
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from langchain_community.utilities.requests import (
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JsonRequestsWrapper,
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TextRequestsWrapper,
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)
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class _MockTextRequestsWrapper(TextRequestsWrapper):
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@staticmethod
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def get(url: str, **kwargs: Any) -> str:
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return "get_response"
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@staticmethod
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async def aget(url: str, **kwargs: Any) -> str:
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return "aget_response"
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@staticmethod
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def post(url: str, data: Dict[str, Any], **kwargs: Any) -> str:
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return f"post {str(data)}"
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@staticmethod
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async def apost(url: str, data: Dict[str, Any], **kwargs: Any) -> str:
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return f"apost {str(data)}"
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@staticmethod
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def patch(url: str, data: Dict[str, Any], **kwargs: Any) -> str:
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return f"patch {str(data)}"
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@staticmethod
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async def apatch(url: str, data: Dict[str, Any], **kwargs: Any) -> str:
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return f"apatch {str(data)}"
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@staticmethod
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def put(url: str, data: Dict[str, Any], **kwargs: Any) -> str:
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return f"put {str(data)}"
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@staticmethod
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async def aput(url: str, data: Dict[str, Any], **kwargs: Any) -> str:
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return f"aput {str(data)}"
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@staticmethod
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def delete(url: str, **kwargs: Any) -> str:
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return "delete_response"
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@staticmethod
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async def adelete(url: str, **kwargs: Any) -> str:
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return "adelete_response"
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@pytest.fixture
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def mock_requests_wrapper() -> TextRequestsWrapper:
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return _MockTextRequestsWrapper()
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def test_parse_input() -> None:
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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expected_output = {"url": "https://example.com", "data": {"key": "value"}}
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assert _parse_input(input_text) == expected_output
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def test_requests_get_tool(mock_requests_wrapper: TextRequestsWrapper) -> None:
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tool = RequestsGetTool(requests_wrapper=mock_requests_wrapper)
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assert tool.run("https://example.com") == "get_response"
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assert asyncio.run(tool.arun("https://example.com")) == "aget_response"
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def test_requests_post_tool(mock_requests_wrapper: TextRequestsWrapper) -> None:
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tool = RequestsPostTool(requests_wrapper=mock_requests_wrapper)
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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assert tool.run(input_text) == "post {'key': 'value'}"
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assert asyncio.run(tool.arun(input_text)) == "apost {'key': 'value'}"
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def test_requests_patch_tool(mock_requests_wrapper: TextRequestsWrapper) -> None:
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tool = RequestsPatchTool(requests_wrapper=mock_requests_wrapper)
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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assert tool.run(input_text) == "patch {'key': 'value'}"
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assert asyncio.run(tool.arun(input_text)) == "apatch {'key': 'value'}"
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def test_requests_put_tool(mock_requests_wrapper: TextRequestsWrapper) -> None:
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tool = RequestsPutTool(requests_wrapper=mock_requests_wrapper)
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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assert tool.run(input_text) == "put {'key': 'value'}"
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assert asyncio.run(tool.arun(input_text)) == "aput {'key': 'value'}"
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def test_requests_delete_tool(mock_requests_wrapper: TextRequestsWrapper) -> None:
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tool = RequestsDeleteTool(requests_wrapper=mock_requests_wrapper)
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assert tool.run("https://example.com") == "delete_response"
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assert asyncio.run(tool.arun("https://example.com")) == "adelete_response"
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class _MockJsonRequestsWrapper(JsonRequestsWrapper):
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@staticmethod
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def get(url: str, **kwargs: Any) -> Dict[str, Any]:
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return {"response": "get_response"}
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@staticmethod
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async def aget(url: str, **kwargs: Any) -> Dict[str, Any]:
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return {"response": "aget_response"}
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@staticmethod
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def post(url: str, data: Dict[str, Any], **kwargs: Any) -> Dict[str, Any]:
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return {"response": f"post {json.dumps(data)}"}
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@staticmethod
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async def apost(url: str, data: Dict[str, Any], **kwargs: Any) -> Dict[str, Any]:
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return {"response": f"apost {json.dumps(data)}"}
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@staticmethod
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def patch(url: str, data: Dict[str, Any], **kwargs: Any) -> Dict[str, Any]:
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return {"response": f"patch {json.dumps(data)}"}
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@staticmethod
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async def apatch(url: str, data: Dict[str, Any], **kwargs: Any) -> Dict[str, Any]:
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return {"response": f"apatch {json.dumps(data)}"}
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@staticmethod
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def put(url: str, data: Dict[str, Any], **kwargs: Any) -> Dict[str, Any]:
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return {"response": f"put {json.dumps(data)}"}
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@staticmethod
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async def aput(url: str, data: Dict[str, Any], **kwargs: Any) -> Dict[str, Any]:
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return {"response": f"aput {json.dumps(data)}"}
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@staticmethod
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def delete(url: str, **kwargs: Any) -> Dict[str, Any]:
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return {"response": "delete_response"}
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@staticmethod
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async def adelete(url: str, **kwargs: Any) -> Dict[str, Any]:
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return {"response": "adelete_response"}
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@pytest.fixture
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def mock_json_requests_wrapper() -> JsonRequestsWrapper:
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return _MockJsonRequestsWrapper()
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def test_requests_get_tool_json(
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mock_json_requests_wrapper: JsonRequestsWrapper,
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) -> None:
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tool = RequestsGetTool(requests_wrapper=mock_json_requests_wrapper)
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assert tool.run("https://example.com") == {"response": "get_response"}
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assert asyncio.run(tool.arun("https://example.com")) == {
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"response": "aget_response"
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}
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def test_requests_post_tool_json(
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mock_json_requests_wrapper: JsonRequestsWrapper,
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) -> None:
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tool = RequestsPostTool(requests_wrapper=mock_json_requests_wrapper)
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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assert tool.run(input_text) == {"response": 'post {"key": "value"}'}
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assert asyncio.run(tool.arun(input_text)) == {"response": 'apost {"key": "value"}'}
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def test_requests_patch_tool_json(
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mock_json_requests_wrapper: JsonRequestsWrapper,
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) -> None:
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tool = RequestsPatchTool(requests_wrapper=mock_json_requests_wrapper)
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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assert tool.run(input_text) == {"response": 'patch {"key": "value"}'}
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assert asyncio.run(tool.arun(input_text)) == {"response": 'apatch {"key": "value"}'}
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def test_requests_put_tool_json(
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mock_json_requests_wrapper: JsonRequestsWrapper,
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) -> None:
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tool = RequestsPutTool(requests_wrapper=mock_json_requests_wrapper)
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input_text = '{"url": "https://example.com", "data": {"key": "value"}}'
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assert tool.run(input_text) == {"response": 'put {"key": "value"}'}
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assert asyncio.run(tool.arun(input_text)) == {"response": 'aput {"key": "value"}'}
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def test_requests_delete_tool_json(
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mock_json_requests_wrapper: JsonRequestsWrapper,
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) -> None:
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tool = RequestsDeleteTool(requests_wrapper=mock_json_requests_wrapper)
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assert tool.run("https://example.com") == {"response": "delete_response"}
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assert asyncio.run(tool.arun("https://example.com")) == {
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"response": "adelete_response"
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}
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