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Add component yahoo finance (#2244)
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### What problem does this PR solve?


### Type of change

- [ ] New Feature (non-breaking change which adds functionality)
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guoyuhao2330 authored Sep 4, 2024
1 parent 02fb7a8 commit 426fdaf
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Showing 4 changed files with 96 additions and 2 deletions.
2 changes: 2 additions & 0 deletions agent/component/__init__.py
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Expand Up @@ -22,6 +22,8 @@
from .baidufanyi import BaiduFanyi, BaiduFanyiParam
from .qweather import QWeather, QWeatherParam
from .exesql import ExeSQL, ExeSQLParam
from .yahoofinance import YahooFinance, YahooFinanceParam


def component_class(class_name):
m = importlib.import_module("agent.component")
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90 changes: 90 additions & 0 deletions agent/component/yahoofinance.py
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@@ -0,0 +1,90 @@
#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
from abc import ABC
import pandas as pd
from agent.component.base import ComponentBase, ComponentParamBase
import yfinance as yf


class YahooFinanceParam(ComponentParamBase):
"""
Define the YahooFinance component parameters.
"""

def __init__(self):
super().__init__()
self.info = True
self.history = False
self.count = False
self.financials = False
self.income_stmt = False
self.balance_sheet = False
self.cash_flow_statement = False
self.news = True

def check(self):
self.check_boolean(self.info, "get all stock info")
self.check_boolean(self.history, "get historical market data")
self.check_boolean(self.count, "show share count")
self.check_boolean(self.financials, "show financials")
self.check_boolean(self.income_stmt, "income statement")
self.check_boolean(self.balance_sheet, "balance sheet")
self.check_boolean(self.cash_flow_statement, "cash flow statement")
self.check_boolean(self.news, "show news")


class YahooFinance(ComponentBase, ABC):
component_name = "YahooFinance"

def _run(self, history, **kwargs):
ans = self.get_input()
ans = "".join(ans["content"]) if "content" in ans else ""
if not ans:
return YahooFinance.be_output("")

yohoo_res = []
try:
msft = yf.Ticker(ans)
if self._param.info:
yohoo_res.append({"content": "info:\n" + pd.Series(msft.info).to_markdown() + "\n"})
if self._param.history:
yohoo_res.append({"content": "history:\n" + msft.history().to_markdown() + "\n"})
if self._param.count:
yohoo_res.append({"content": "count:\n" + msft.get_shares_full().to_markdown() + "\n"})
if self._param.financials:
yohoo_res.append({"content": "calendar:\n" + pd.DataFrame(msft.calendar).to_markdown + "\n"})
yohoo_res.append({"content": "sec_filings:\n" + pd.DataFrame(msft.sec_filings).to_markdown() + "\n"})
if self._param.income_stmt:
yohoo_res.append({"content": "income statement:\n" + msft.income_stmt.to_markdown() + "\n"})
yohoo_res.append(
{"content": "quarterly income statement:\n" + msft.quarterly_income_stmt.to_markdown() + "\n"})
if self._param.balance_sheet:
yohoo_res.append({"content": "balance sheet:\n" + msft.balance_sheet.to_markdown() + "\n"})
yohoo_res.append(
{"content": "quarterly balance sheet:\n" + msft.quarterly_balance_sheet.to_markdown() + "\n"})
if self._param.cash_flow_statement:
yohoo_res.append({"content": "cash flow statement:\n" + msft.cashflow.to_markdown() + "\n"})
yohoo_res.append(
{"content": "quarterly cash flow statement:\n" + msft.quarterly_cashflow.to_markdown() + "\n"})
if self._param.news:
yohoo_res.append({"content": "news:\n" + pd.DataFrame(msft.news).to_markdown() + "\n"})
except Exception as e:
print("**ERROR** " + str(e))

if not yohoo_res:
return YahooFinance.be_output("")

return pd.DataFrame(yohoo_res)
3 changes: 2 additions & 1 deletion requirements.txt
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Expand Up @@ -94,4 +94,5 @@ wikipedia==1.4.0
word2number==1.1
xgboost==2.1.0
xpinyin==0.7.6
zhipuai==2.0.1
yfinance==0.2.43
zhipuai==2.0.1
3 changes: 2 additions & 1 deletion requirements_arm.txt
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Expand Up @@ -167,4 +167,5 @@ scholarly==1.7.11
deepl==1.18.0
psycopg2-binary==2.9.9
tabulate==0.9.0
vertexai==1.64.0
vertexai==1.64.0
yfinance==0.2.43

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