import json import os import re from datetime import datetime, timedelta import pandas as pd import requests as r from fuzzywuzzy import fuzz class Symbol: SYMBOL_REGEX = "[$]([a-zA-Z]{1,4})" LIST_URL = "http://oatsreportable.finra.org/OATSReportableSecurities-SOD.txt" def __init__(self, IEX_TOKEN: str): self.IEX_TOKEN = IEX_TOKEN self.symbol_list, self.symbol_ts = self.get_symbol_list() def get_symbol_list(self): raw_symbols = r.get(self.LIST_URL).text symbols = pd.DataFrame( [line.split("|") for line in raw_symbols.split("\n")][:-1] ) symbols.columns = symbols.iloc[0] symbols = symbols.drop(symbols.index[0]) symbols = symbols.drop(symbols.index[-1]) symbols["Description"] = symbols["Symbol"] + ": " + symbols["Issue_Name"] return symbols, datetime.now() def search_symbols(self, search: str): if self.symbol_ts - datetime.now() > timedelta(hours=12): self.symbol_list, self.symbol_ts = self.get_symbol_list() symbols = self.symbol_list symbols["Match"] = symbols.apply( lambda x: fuzz.ratio(search.lower(), f"{x['Symbol']}".lower()), axis=1, ) symbols.sort_values(by="Match", ascending=False, inplace=True) if symbols["Match"].head().sum() < 300: symbols["Match"] = symbols.apply( lambda x: fuzz.partial_ratio( search.lower(), f"{x['Symbol']} {x['Issue_Name']}".lower() ), axis=1, ) symbols.sort_values(by="Match", ascending=False, inplace=True) return list(zip(list(symbols["Symbol"]), list(symbols["Description"]))) def find_symbols(self, text: str): """ Takes a blob of text and returns a list of symbols without any repeats. """ return list(set(re.findall(self.SYMBOL_REGEX, text))) def price_reply(self, symbols: list): """ Takes a list of symbols and returns a dictionary of strings with information about the symbol. """ dataMessages = {} for symbol in symbols: IEXurl = f"https://cloud.iexapis.com/stable/stock/{symbol}/quote?token={self.IEX_TOKEN}" response = r.get(IEXurl) if response.status_code == 200: IEXData = response.json() message = f"The current stock price of {IEXData['companyName']} is $**{IEXData['latestPrice']}**" # Determine wording of change text change = round(IEXData["changePercent"] * 100, 2) if change > 0: message += f", the stock is currently **up {change}%**" elif change < 0: message += f", the stock is currently **down {change}%**" else: message += ", the stock hasn't shown any movement today." else: message = f"The symbol: {symbol} was not found." dataMessages[symbol] = message return dataMessages def symbol_name(self, symbols: list): divMessages = {} for symbol in symbols: IEXurl = f"https://cloud.iexapis.com/stable/data-points/{symbol}/NEXTDIVIDENDDATE?token={self.IEX_TOKEN}" response = r.get(IEXurl) if response.status_code == 200: # extract date from json date = response.json() # Pattern IEX uses for dividend date. pattern = "%Y-%m-%d" divDate = datetime.strptime(date, pattern) daysDelta = (divDate - datetime.now()).days datePretty = divDate.strftime("%A, %B %w") if daysDelta < 0: divMessages[ symbol ] = f"{symbol.upper()} dividend was on {datePretty} and a new date hasn't been announced yet." elif daysDelta > 0: divMessages[ symbol ] = f"{symbol.upper()} dividend is on {datePretty} which is in {daysDelta} Days." else: divMessages[symbol] = f"{symbol.upper()} is today." else: divMessages[ symbol ] = f"{symbol} either doesn't exist or pays no dividend." return divMessages def news_reply(self, symbols: list): newsMessages = {} for symbol in symbols: IEXurl = f"https://cloud.iexapis.com/stable/stock/{symbol}/news/last/3?token={self.IEX_TOKEN}" response = r.get(IEXurl) if response.status_code == 200: data = response.json() newsMessages[symbol] = f"News for **{symbol.upper()}**:\n" for news in data: message = f"\t[{news['headline']}]({news['url']})\n\n" newsMessages[symbol] = newsMessages[symbol] + message else: newsMessages[ symbol ] = f"No news found for: {symbol}\nEither today is boring or the symbol does not exist." return newsMessages def info_reply(self, symbols: list): infoMessages = {} for symbol in symbols: IEXurl = f"https://cloud.iexapis.com/stable/stock/{symbol}/company?token={self.IEX_TOKEN}" response = r.get(IEXurl) if response.status_code == 200: data = response.json() infoMessages[ symbol ] = f"Company Name: [{data['companyName']}]({data['website']})\nIndustry: {data['industry']}\nSector: {data['sector']}\nCEO: {data['CEO']}\nDescription: {data['description']}\n" else: infoMessages[ symbol ] = f"No information found for: {symbol}\nEither today is boring or the symbol does not exist." return infoMessages