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Add component yahoo finance (#2244)
### What problem does this PR solve? ### Type of change - [ ] New Feature (non-breaking change which adds functionality)
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@ -22,6 +22,8 @@ from .github import GitHub, GitHubParam
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from .baidufanyi import BaiduFanyi, BaiduFanyiParam
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from .qweather import QWeather, QWeatherParam
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from .exesql import ExeSQL, ExeSQLParam
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from .yahoofinance import YahooFinance, YahooFinanceParam
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def component_class(class_name):
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m = importlib.import_module("agent.component")
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90
agent/component/yahoofinance.py
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90
agent/component/yahoofinance.py
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@ -0,0 +1,90 @@
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#
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# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from abc import ABC
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import pandas as pd
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from agent.component.base import ComponentBase, ComponentParamBase
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import yfinance as yf
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class YahooFinanceParam(ComponentParamBase):
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"""
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Define the YahooFinance component parameters.
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"""
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def __init__(self):
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super().__init__()
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self.info = True
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self.history = False
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self.count = False
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self.financials = False
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self.income_stmt = False
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self.balance_sheet = False
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self.cash_flow_statement = False
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self.news = True
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def check(self):
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self.check_boolean(self.info, "get all stock info")
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self.check_boolean(self.history, "get historical market data")
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self.check_boolean(self.count, "show share count")
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self.check_boolean(self.financials, "show financials")
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self.check_boolean(self.income_stmt, "income statement")
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self.check_boolean(self.balance_sheet, "balance sheet")
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self.check_boolean(self.cash_flow_statement, "cash flow statement")
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self.check_boolean(self.news, "show news")
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class YahooFinance(ComponentBase, ABC):
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component_name = "YahooFinance"
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def _run(self, history, **kwargs):
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ans = self.get_input()
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ans = "".join(ans["content"]) if "content" in ans else ""
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if not ans:
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return YahooFinance.be_output("")
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yohoo_res = []
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try:
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msft = yf.Ticker(ans)
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if self._param.info:
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yohoo_res.append({"content": "info:\n" + pd.Series(msft.info).to_markdown() + "\n"})
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if self._param.history:
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yohoo_res.append({"content": "history:\n" + msft.history().to_markdown() + "\n"})
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if self._param.count:
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yohoo_res.append({"content": "count:\n" + msft.get_shares_full().to_markdown() + "\n"})
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if self._param.financials:
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yohoo_res.append({"content": "calendar:\n" + pd.DataFrame(msft.calendar).to_markdown + "\n"})
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yohoo_res.append({"content": "sec_filings:\n" + pd.DataFrame(msft.sec_filings).to_markdown() + "\n"})
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if self._param.income_stmt:
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yohoo_res.append({"content": "income statement:\n" + msft.income_stmt.to_markdown() + "\n"})
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yohoo_res.append(
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{"content": "quarterly income statement:\n" + msft.quarterly_income_stmt.to_markdown() + "\n"})
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if self._param.balance_sheet:
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yohoo_res.append({"content": "balance sheet:\n" + msft.balance_sheet.to_markdown() + "\n"})
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yohoo_res.append(
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{"content": "quarterly balance sheet:\n" + msft.quarterly_balance_sheet.to_markdown() + "\n"})
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if self._param.cash_flow_statement:
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yohoo_res.append({"content": "cash flow statement:\n" + msft.cashflow.to_markdown() + "\n"})
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yohoo_res.append(
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{"content": "quarterly cash flow statement:\n" + msft.quarterly_cashflow.to_markdown() + "\n"})
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if self._param.news:
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yohoo_res.append({"content": "news:\n" + pd.DataFrame(msft.news).to_markdown() + "\n"})
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except Exception as e:
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print("**ERROR** " + str(e))
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if not yohoo_res:
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return YahooFinance.be_output("")
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return pd.DataFrame(yohoo_res)
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@ -94,4 +94,5 @@ wikipedia==1.4.0
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word2number==1.1
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xgboost==2.1.0
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xpinyin==0.7.6
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zhipuai==2.0.1
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yfinance==0.2.43
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zhipuai==2.0.1
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@ -167,4 +167,5 @@ scholarly==1.7.11
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deepl==1.18.0
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psycopg2-binary==2.9.9
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tabulate==0.9.0
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vertexai==1.64.0
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vertexai==1.64.0
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yfinance==0.2.43
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