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''' | ||
Name : Alex Habegger | ||
Link : https://www.geeksforgeeks.org/working-with-excel-spreadsheets-in-python/ | ||
Goal: Experiment with Black Scholes in Python | ||
''' | ||
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from blackscholes import * | ||
from model import Option, options_chain | ||
import pandas as pd | ||
import openpyxl | ||
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def write_options(ticker): | ||
excel_sheet = ticker + ".xlsx" | ||
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# Call a Workbook() function of openpyxl | ||
# to create a new blank Workbook object | ||
workbook = openpyxl.load_workbook(excel_sheet) | ||
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sheet = workbook.active | ||
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# Setting up the Header for the Analysis | ||
sheet.cell(1,1).value = "Contract_Name" | ||
sheet.cell(1,2).value = "Ticker" | ||
sheet.cell(1,3).value = "Underlying_Asset_Price" | ||
sheet.cell(1,4).value = "Call / Put" | ||
sheet.cell(1,5).value = "Expire_Date" | ||
sheet.cell(1,6).value = "Days_Until_Expire" | ||
sheet.cell(1,7).value = "Last_Trade_Date" | ||
sheet.cell(1,8).value = "Strike_Price" | ||
sheet.cell(1,9).value = "Last_Price" | ||
sheet.cell(1,10).value = "Bid" | ||
sheet.cell(1,11).value = "Volume" | ||
sheet.cell(1,12).value = "Open_Interest" | ||
sheet.cell(1,13).value = "Implied_Volatility" | ||
sheet.cell(1,14).value = "In_The_Money" | ||
sheet.cell(1,15).value = "Delta" | ||
sheet.cell(1,16).value = "Gamma" | ||
sheet.cell(1,17).value = "Vega" | ||
sheet.cell(1,18).value = "Theta" | ||
sheet.cell(1,19).value = "Rho" | ||
sheet.cell(1,20).value = "Calculated_Price" | ||
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option_list = options_chain(ticker) | ||
asset_price = option_list[0].updateAssetPrice() | ||
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completed_option_list = [] | ||
for x in range(2, sheet.max_row): | ||
completed_option_list.append(sheet.cell(x, 1).value) | ||
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row = sheet.max_row + 1 | ||
for option in option_list: | ||
if (option.contractSymbol not in completed_option_list): | ||
sheet.cell(row, 1).value = str(option.contractSymbol) | ||
sheet.cell(row, 2).value = ticker | ||
sheet.cell(row, 3).value = asset_price | ||
sheet.cell(row, 4).value = str(option.type) | ||
sheet.cell(row, 5).value = str(option.expire) | ||
sheet.cell(row, 6).value = int(option.daysUntilExpire()) | ||
sheet.cell(row, 7).value = str(option.lastTradeDate) | ||
sheet.cell(row, 8).value = str(option.strike) | ||
sheet.cell(row, 9).value = str(option.lastPrice) | ||
sheet.cell(row, 10).value = str(option.bid) | ||
sheet.cell(row, 11).value = str(option.volume) | ||
sheet.cell(row, 12).value = str(option.openInterest) | ||
sheet.cell(row, 13).value = str(option.impliedVolatility) | ||
sheet.cell(row, 14).value = str(option.inTheMoney) | ||
sheet.cell(row, 15).value = str(option.delta()) | ||
sheet.cell(row, 16).value = str(option.gamma()) | ||
sheet.cell(row, 17).value = str(option.vega()) | ||
sheet.cell(row, 18).value = str(option.theta()) | ||
sheet.cell(row, 19).value = str(option.rho()) | ||
sheet.cell(row, 20).value = str(option.calculated_price()) | ||
sheet.cell(row, 21).value = option.lastPrice - option.calculated_price() | ||
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workbook.save(filename=excel_sheet) | ||
print("Completed Contract {0}".format(option.contractSymbol)) | ||
row+=1 | ||
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# Anytime you modify the Workbook object | ||
# or its sheets and cells, the spreadsheet | ||
# file will not be saved until you call | ||
# the save() workbook method. | ||
workbook.save(filename=excel_sheet) | ||
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if __name__ == "__main__": | ||
write_options("MSFT") | ||
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