refactor(yahoo-finance): Refactor Yahoo Finance API component to support tool mode (#5434)
* refactor(yahoo-finance): Refactor Yahoo Finance API component * fix(yahoo-finance): Revert method input changes and fix enum error * fix: update yfinance tool test and remove duplicate method * fix: rename component class to avoid conflict with legacy version * [autofix.ci] apply automated fixes * test: add ToolException import to yfinance tool tests * [autofix.ci] apply automated fixes --------- Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com> Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
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4 changed files with 226 additions and 12 deletions
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@ -25,6 +25,7 @@ from .tavily_search import TavilySearchToolComponent
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from .wikidata_api import WikidataAPIComponent
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from .wikipedia_api import WikipediaAPIComponent
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from .wolfram_alpha_api import WolframAlphaAPIComponent
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from .yahoo import YfinanceComponent
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from .yahoo_finance import YfinanceToolComponent
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from .youtube_transcripts import YouTubeTranscriptsComponent
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@ -59,6 +60,7 @@ __all__ = [
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"WikidataAPIComponent",
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"WikipediaAPIComponent",
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"WolframAlphaAPIComponent",
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"YfinanceComponent",
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"YfinanceToolComponent",
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"YouTubeTranscriptsComponent",
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]
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142
src/backend/base/langflow/components/tools/yahoo.py
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142
src/backend/base/langflow/components/tools/yahoo.py
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@ -0,0 +1,142 @@
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import ast
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import pprint
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from enum import Enum
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import yfinance as yf
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from langchain_core.tools import ToolException
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from loguru import logger
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from pydantic import BaseModel, Field
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from langflow.custom import Component
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from langflow.inputs import DropdownInput, IntInput, MessageTextInput
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from langflow.io import Output
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from langflow.schema import Data
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from langflow.schema.message import Message
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class YahooFinanceMethod(Enum):
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GET_INFO = "get_info"
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GET_NEWS = "get_news"
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GET_ACTIONS = "get_actions"
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GET_ANALYSIS = "get_analysis"
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GET_BALANCE_SHEET = "get_balance_sheet"
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GET_CALENDAR = "get_calendar"
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GET_CASHFLOW = "get_cashflow"
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GET_INSTITUTIONAL_HOLDERS = "get_institutional_holders"
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GET_RECOMMENDATIONS = "get_recommendations"
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GET_SUSTAINABILITY = "get_sustainability"
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GET_MAJOR_HOLDERS = "get_major_holders"
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GET_MUTUALFUND_HOLDERS = "get_mutualfund_holders"
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GET_INSIDER_PURCHASES = "get_insider_purchases"
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GET_INSIDER_TRANSACTIONS = "get_insider_transactions"
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GET_INSIDER_ROSTER_HOLDERS = "get_insider_roster_holders"
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GET_DIVIDENDS = "get_dividends"
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GET_CAPITAL_GAINS = "get_capital_gains"
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GET_SPLITS = "get_splits"
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GET_SHARES = "get_shares"
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GET_FAST_INFO = "get_fast_info"
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GET_SEC_FILINGS = "get_sec_filings"
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GET_RECOMMENDATIONS_SUMMARY = "get_recommendations_summary"
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GET_UPGRADES_DOWNGRADES = "get_upgrades_downgrades"
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GET_EARNINGS = "get_earnings"
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GET_INCOME_STMT = "get_income_stmt"
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class YahooFinanceSchema(BaseModel):
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symbol: str = Field(..., description="The stock symbol to retrieve data for.")
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method: YahooFinanceMethod = Field(YahooFinanceMethod.GET_INFO, description="The type of data to retrieve.")
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num_news: int | None = Field(5, description="The number of news articles to retrieve.")
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class YfinanceComponent(Component):
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display_name = "Yahoo Finance"
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description = """Uses [yfinance](https://pypi.org/project/yfinance/) (unofficial package) \
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to access financial data and market information from Yahoo Finance."""
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icon = "trending-up"
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inputs = [
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MessageTextInput(
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name="symbol",
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display_name="Stock Symbol",
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info="The stock symbol to retrieve data for (e.g., AAPL, GOOG).",
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tool_mode=True,
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),
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DropdownInput(
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name="method",
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display_name="Data Method",
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info="The type of data to retrieve.",
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options=list(YahooFinanceMethod),
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value="get_news",
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),
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IntInput(
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name="num_news",
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display_name="Number of News",
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info="The number of news articles to retrieve (only applicable for get_news).",
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value=5,
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),
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]
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outputs = [
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Output(display_name="Data", name="data", method="fetch_content"),
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Output(display_name="Text", name="text", method="fetch_content_text"),
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]
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def run_model(self) -> list[Data]:
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return self.fetch_content()
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def fetch_content_text(self) -> Message:
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data = self.fetch_content()
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result_string = ""
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for item in data:
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result_string += item.text + "\n"
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self.status = result_string
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return Message(text=result_string)
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def _fetch_yfinance_data(self, ticker: yf.Ticker, method: YahooFinanceMethod, num_news: int | None) -> str:
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try:
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if method == YahooFinanceMethod.GET_INFO:
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result = ticker.info
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elif method == YahooFinanceMethod.GET_NEWS:
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result = ticker.news[:num_news]
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else:
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result = getattr(ticker, method.value)()
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return pprint.pformat(result)
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except Exception as e:
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error_message = f"Error retrieving data: {e}"
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logger.debug(error_message)
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self.status = error_message
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raise ToolException(error_message) from e
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def fetch_content(self) -> list[Data]:
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try:
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return self._yahoo_finance_tool(
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self.symbol,
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YahooFinanceMethod(self.method),
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self.num_news,
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)
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except ToolException:
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raise
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except Exception as e:
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error_message = f"Unexpected error: {e}"
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logger.debug(error_message)
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self.status = error_message
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raise ToolException(error_message) from e
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def _yahoo_finance_tool(
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self,
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symbol: str,
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method: YahooFinanceMethod,
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num_news: int | None = 5,
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) -> list[Data]:
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ticker = yf.Ticker(symbol)
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result = self._fetch_yfinance_data(ticker, method, num_news)
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if method == YahooFinanceMethod.GET_NEWS:
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data_list = [
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Data(text=f"{article['title']}: {article['link']}", data=article)
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for article in ast.literal_eval(result)
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]
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else:
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data_list = [Data(text=result, data={"result": result})]
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return data_list
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@ -49,11 +49,12 @@ class YahooFinanceSchema(BaseModel):
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class YfinanceToolComponent(LCToolComponent):
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display_name = "Yahoo Finance"
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display_name = "Yahoo Finance [DEPRECATED]"
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description = """Uses [yfinance](https://pypi.org/project/yfinance/) (unofficial package) \
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to access financial data and market information from Yahoo Finance."""
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icon = "trending-up"
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name = "YahooFinanceTool"
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legacy = True
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inputs = [
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MessageTextInput(
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