mirror of
https://github.com/hwchase17/langchain
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b2fd41331e
Addded missed docstrings. Fixed inconsistency in docstrings. **Note** CC @efriis There were PR errors on `langchain_experimental/prompt_injection_identifier/hugging_face_identifier.py` But, I didn't touch this file in this PR! Can it be some cache problems? I fixed this error.
99 lines
3.3 KiB
Python
99 lines
3.3 KiB
Python
"""Util that calls Google Finance Search."""
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from typing import Any, Dict, Optional, cast
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from langchain_core.pydantic_v1 import BaseModel, Extra, SecretStr, root_validator
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from langchain_core.utils import convert_to_secret_str, get_from_dict_or_env
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class GoogleFinanceAPIWrapper(BaseModel):
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"""Wrapper for SerpApi's Google Finance API
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You can create SerpApi.com key by signing up at: https://serpapi.com/users/sign_up.
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The wrapper uses the SerpApi.com python package:
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https://serpapi.com/integrations/python
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To use, you should have the environment variable ``SERPAPI_API_KEY``
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set with your API key, or pass `serp_api_key` as a named parameter
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to the constructor.
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Example:
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.. code-block:: python
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from langchain_community.utilities import GoogleFinanceAPIWrapper
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google_Finance = GoogleFinanceAPIWrapper()
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google_Finance.run('langchain')
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"""
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serp_search_engine: Any
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serp_api_key: Optional[SecretStr] = None
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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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@root_validator()
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def validate_environment(cls, values: Dict) -> Dict:
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"""Validate that api key and python package exists in environment."""
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values["serp_api_key"] = convert_to_secret_str(
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get_from_dict_or_env(values, "serp_api_key", "SERPAPI_API_KEY")
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)
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try:
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from serpapi import SerpApiClient
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except ImportError:
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raise ImportError(
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"google-search-results is not installed. "
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"Please install it with `pip install google-search-results"
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">=2.4.2`"
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)
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serp_search_engine = SerpApiClient
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values["serp_search_engine"] = serp_search_engine
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return values
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def run(self, query: str) -> str:
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"""Run query through Google Finance with Serpapi"""
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serpapi_api_key = cast(SecretStr, self.serp_api_key)
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params = {
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"engine": "google_finance",
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"api_key": serpapi_api_key.get_secret_value(),
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"q": query,
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}
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total_results = {}
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client = self.serp_search_engine(params)
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total_results = client.get_dict()
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if not total_results:
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return "Nothing was found from the query: " + query
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markets = total_results.get("markets", {})
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res = "\nQuery: " + query + "\n"
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if "futures_chain" in total_results:
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futures_chain = total_results.get("futures_chain", [])[0]
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stock = futures_chain["stock"]
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price = futures_chain["price"]
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temp = futures_chain["price_movement"]
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percentage = temp["percentage"]
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movement = temp["movement"]
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res += (
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f"stock: {stock}\n"
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+ f"price: {price}\n"
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+ f"percentage: {percentage}\n"
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+ f"movement: {movement}\n"
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)
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else:
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res += "No summary information\n"
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for key in markets:
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if (key == "us") or (key == "asia") or (key == "europe"):
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res += key
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res += ": price = "
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res += str(markets[key][0]["price"])
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res += ", movement = "
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res += markets[key][0]["price_movement"]["movement"]
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res += "\n"
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return res
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