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e522897991
Author | SHA1 | Date | |
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e522897991 | |||
1529df252c | |||
3c7afcd879 | |||
4a68d45bc4 | |||
e7f3730c64 | |||
fd03815172 |
@ -1,40 +1,40 @@
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import asyncio
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import sys
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import csv
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import json
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from argparse import ArgumentParser
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from pathlib import Path
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from typing import Dict
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from aiohttp import ClientSession
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from . import get_company_financials
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from .functions import get_company_financials, ResultDict, log
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from .constants import END_DATE
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JSON_EXT, CSV_EXT = '.json', '.csv'
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def write_to_csv(data, file_obj) -> None:
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def write_to_csv(data: Dict[str, ResultDict], file_obj) -> None:
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writer = csv.writer(file_obj)
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for statement in data.values():
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for key, values in statement.items():
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writer.writerow([key] + list(values))
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for statement_key, statement_dict in data.items():
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end_dates = statement_dict.pop(END_DATE)
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writer.writerow([statement_key] + list(end_dates))
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for key, values in statement_dict.items():
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writer.writerow([key] + list(str(val) for val in values))
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async def main() -> None:
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parser = ArgumentParser(description="Scrape company financials")
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parser.add_argument(
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'-s', '--symbol',
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'symbol',
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type=str,
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help="Stock ticker symbol of the company to be scraped the financials of"
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)
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parser.add_argument(
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'-f', '--to-file',
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type=Path,
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help="Writes results to the specified destination file. If omitted results are printed to stdout."
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)
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args = parser.parse_args()
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session = ClientSession()
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try:
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@ -45,14 +45,13 @@ async def main() -> None:
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if path is None:
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print(json.dumps(data, indent=2))
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return
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if path.suffix.lower() == JSON_EXT:
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with open(path, 'w') as f:
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json.dump(data, f, indent=2)
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elif path.suffix.lower() == CSV_EXT:
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with open(path, 'w') as f:
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with open(path, 'w') as f:
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if path.suffix.lower() == CSV_EXT:
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write_to_csv(data, f)
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else:
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print('unknown extension')
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return
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if not path.suffix.lower() == JSON_EXT:
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log.warning(f"Extension '{path.suffix}' unknown; using JSON format")
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json.dump(data, f, indent=2)
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if __name__ == '__main__':
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@ -1,8 +1,10 @@
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LOGGER_NAME = 'mwfin'
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HTML_PARSER = 'html.parser'
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DOMAIN = 'www.marketwatch.com'
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BASE_URL = f'https://{DOMAIN}/investing/stock'
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BS, IS, CF = 'bs', 'is', 'cf'
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BS, IS, CF = 'Balance Sheet', 'Income Statement', 'Cash Flow Statement'
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FIN_STMT_URL_SUFFIX = {
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BS: '/balance-sheet',
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IS: '',
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@ -8,7 +8,7 @@ from bs4.element import Tag
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from . import constants
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log = logging.getLogger(__name__)
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log = logging.getLogger(constants.LOGGER_NAME)
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# The resulting dictionary's keys correspond to the name of the item (row) in the financial statement,
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# while its values will always be tuples with a length corresponding to the number of periods (columns)
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@ -90,37 +90,60 @@ async def _get_financial_statement(statement: str, ticker_symbol: str, quarterly
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return extract_all_data(soup)
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async def get_balance_sheet(ticker_symbol: str, quarterly: bool = False,
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async def get_balance_sheet(*ticker_symbols: str, quarterly: bool = False,
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session: ClientSession = None) -> ResultDict:
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"""
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Returns data from the balance sheet of the specified company.
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"""
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return await _get_financial_statement(constants.BS, ticker_symbol, quarterly, session)
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if len(ticker_symbols) == 1:
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return await _get_financial_statement(constants.BS, ticker_symbols[0], quarterly, session)
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return {
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sym: await _get_financial_statement(constants.BS, sym, quarterly, session)
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for sym in ticker_symbols
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}
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async def get_income_statement(ticker_symbol: str, quarterly: bool = False,
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async def get_income_statement(*ticker_symbols: str, quarterly: bool = False,
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session: ClientSession = None) -> ResultDict:
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"""
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Returns data from the income statement of the specified company.
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"""
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return await _get_financial_statement(constants.IS, ticker_symbol, quarterly, session)
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if len(ticker_symbols) == 1:
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return await _get_financial_statement(constants.IS, ticker_symbols[0], quarterly, session)
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return {
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sym: await _get_financial_statement(constants.IS, sym, quarterly, session)
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for sym in ticker_symbols
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}
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async def get_cash_flow_statement(ticker_symbol: str, quarterly: bool = False,
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async def get_cash_flow_statement(*ticker_symbols: str, quarterly: bool = False,
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session: ClientSession = None) -> ResultDict:
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"""
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Returns data from the cash flow statement of the specified company.
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"""
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return await _get_financial_statement(constants.CF, ticker_symbol, quarterly, session)
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if len(ticker_symbols) == 1:
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return await _get_financial_statement(constants.CF, ticker_symbols[0], quarterly, session)
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return {
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sym: await _get_financial_statement(constants.CF, sym, quarterly, session)
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for sym in ticker_symbols
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}
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async def get_company_financials(ticker_symbol: str, quarterly: bool = False,
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async def get_company_financials(*ticker_symbols: str, quarterly: bool = False,
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session: ClientSession = None) -> Dict[str, ResultDict]:
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"""
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Returns all fundamentals (balance sheet, income statement and cash flow statement) of the specified company.
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"""
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if len(ticker_symbols) == 1:
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return {
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constants.BS: await get_balance_sheet(ticker_symbols[0], quarterly=quarterly, session=session),
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constants.IS: await get_income_statement(ticker_symbols[0], quarterly=quarterly, session=session),
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constants.CF: await get_cash_flow_statement(ticker_symbols[0], quarterly=quarterly, session=session)
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}
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return {
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constants.BS: await get_balance_sheet(ticker_symbol, quarterly, session),
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constants.IS: await get_income_statement(ticker_symbol, quarterly, session),
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constants.CF: await get_cash_flow_statement(ticker_symbol, quarterly, session)
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sym: {
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constants.BS: await get_balance_sheet(sym, quarterly=quarterly, session=session),
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constants.IS: await get_income_statement(sym, quarterly=quarterly, session=session),
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constants.CF: await get_cash_flow_statement(sym, quarterly=quarterly, session=session)
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} for sym in ticker_symbols
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}
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@ -122,29 +122,42 @@ class FunctionsTestCase(IsolatedAsyncioTestCase):
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mock_soup_from_url.assert_called_once_with(test_url + '/quarter', mock_session)
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mock_extract_all_data.assert_called_once_with(mock_soup)
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@patch.object(functions, '_get_financial_statement')
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async def test_get_balance_sheet(self, mock__get_financial_statement):
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async def _helper_test_get_any_statement(self, statement: str, mock__get_financial_statement):
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symbol, quarterly, mock_session = 'foo', False, MagicMock()
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mock__get_financial_statement.return_value = expected_output = 'bar'
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output = await functions.get_balance_sheet(symbol, quarterly, mock_session)
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if statement == BS:
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function = functions.get_balance_sheet
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elif statement == IS:
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function = functions.get_income_statement
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elif statement == CF:
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function = functions.get_cash_flow_statement
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else:
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raise ValueError
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output = await function(symbol, quarterly=quarterly, session=mock_session)
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self.assertEqual(expected_output, output)
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mock__get_financial_statement.assert_called_once_with(BS, symbol, quarterly, mock_session)
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mock__get_financial_statement.assert_called_once_with(statement, symbol, quarterly, mock_session)
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mock__get_financial_statement.reset_mock()
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symbol1, symbol2 = 'x', 'y'
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expected_output = {symbol1: expected_output, symbol2: expected_output}
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output = await function(symbol1, symbol2, quarterly=quarterly, session=mock_session)
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self.assertDictEqual(expected_output, output)
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mock__get_financial_statement.assert_has_calls([
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call(statement, symbol1, quarterly, mock_session),
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call(statement, symbol2, quarterly, mock_session),
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])
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@patch.object(functions, '_get_financial_statement')
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async def test_get_balance_sheet(self, mock__get_financial_statement):
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await self._helper_test_get_any_statement(BS, mock__get_financial_statement)
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@patch.object(functions, '_get_financial_statement')
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async def test_get_income_statement(self, mock__get_financial_statement):
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symbol, quarterly, mock_session = 'foo', False, MagicMock()
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mock__get_financial_statement.return_value = expected_output = 'bar'
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output = await functions.get_income_statement(symbol, quarterly, mock_session)
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self.assertEqual(expected_output, output)
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mock__get_financial_statement.assert_called_once_with(IS, symbol, quarterly, mock_session)
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await self._helper_test_get_any_statement(IS, mock__get_financial_statement)
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@patch.object(functions, '_get_financial_statement')
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async def test_get_cash_flow_statement(self, mock__get_financial_statement):
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symbol, quarterly, mock_session = 'foo', False, MagicMock()
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mock__get_financial_statement.return_value = expected_output = 'bar'
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output = await functions.get_cash_flow_statement(symbol, quarterly, mock_session)
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self.assertEqual(expected_output, output)
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mock__get_financial_statement.assert_called_once_with(CF, symbol, quarterly, mock_session)
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await self._helper_test_get_any_statement(CF, mock__get_financial_statement)
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@patch.object(functions, 'get_cash_flow_statement')
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@patch.object(functions, 'get_income_statement')
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@ -160,11 +173,32 @@ class FunctionsTestCase(IsolatedAsyncioTestCase):
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CF: {END_DATE: mock_end_dates, 'c': (3, 4)}
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}
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symbol, quarterly, mock_session = 'foo', False, MagicMock()
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output = await functions.get_company_financials(symbol, quarterly, mock_session)
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output = await functions.get_company_financials(symbol, quarterly=quarterly, session=mock_session)
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self.assertDictEqual(expected_output, output)
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mock_get_bs.assert_called_once_with(symbol, quarterly, mock_session)
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mock_get_is.assert_called_once_with(symbol, quarterly, mock_session)
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mock_get_cf.assert_called_once_with(symbol, quarterly, mock_session)
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mock_get_bs.assert_called_once_with(symbol, quarterly=quarterly, session=mock_session)
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mock_get_is.assert_called_once_with(symbol, quarterly=quarterly, session=mock_session)
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mock_get_cf.assert_called_once_with(symbol, quarterly=quarterly, session=mock_session)
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mock_get_bs.reset_mock()
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mock_get_is.reset_mock()
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mock_get_cf.reset_mock()
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test_symbol1, test_symbol2 = 'x', 'y'
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expected_output = {test_symbol1: expected_output, test_symbol2: expected_output}
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output = await functions.get_company_financials(test_symbol1, test_symbol2,
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quarterly=quarterly, session=mock_session)
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self.assertDictEqual(expected_output, output)
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mock_get_bs.assert_has_calls([
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call(test_symbol1, quarterly=quarterly, session=mock_session),
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call(test_symbol2, quarterly=quarterly, session=mock_session)
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])
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mock_get_is.assert_has_calls([
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call(test_symbol1, quarterly=quarterly, session=mock_session),
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call(test_symbol2, quarterly=quarterly, session=mock_session)
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])
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mock_get_cf.assert_has_calls([
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call(test_symbol1, quarterly=quarterly, session=mock_session),
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call(test_symbol2, quarterly=quarterly, session=mock_session)
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])
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@patch.object(functions, 'ClientSession')
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async def test_integration_get_company_financials(self, mock_session_cls):
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