Merge branch 'main'

This commit is contained in:
Andrew Dinh 2018-12-17 16:06:20 -08:00
commit 2837ea736f
4 changed files with 157 additions and 70 deletions

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StockData.py Normal file
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# StockData.py
# Andrew Dinh
# Python 3.6.1
# Description:
'''
Returns all available dates and prices for each stock requested.
'''
# Alpha Vantage API Key: O42ICUV58EIZZQMU
# Barchart API Key: a17fab99a1c21cd6f847e2f82b592838
# Tiingo API Key: 2e72b53f2ab4f5f4724c5c1e4d5d4ac0af3f7ca8
# If you're going to take these API keys and abuse it, you should really reconsider your life priorities
apiAV = 'O42ICUV58EIZZQMU'
apiBarchart = 'a17fab99a1c21cd6f847e2f82b592838'
apiTiingo = '2e72b53f2ab4f5f4724c5c1e4d5d4ac0af3f7ca8'
import requests, json
'''
def install(package):
if hasattr(pip, 'main'):
pip.main(['install', package])
else:
pip._internal.main(['install', package])
'''
class Stock:
def __init__(self, newStock = '', newfirstLastDates = [], newDates = []):
self.name = newStock
self.firstLastDates = newfirstLastDates
self.dates = newDates
def getDates(self): # returns beginning and end dates available
print("Getting available dates for", self, "...\n")
# Gets first and last possible dates from each source
# Also gets all dates from each source
# IEX
print("\nDates from IEX...")
firstLastDatesIEX = Stock.getDatesIEX(self, 'firstLast')
print("\nFirst and last dates:", firstLastDatesIEX)
datesIEX = Stock.getDatesIEX(self, 'all')
#print("All dates (recent first):", datesIEX, "\n")
# Alpha Vantage
print("\nDates from Alpha Vantage...")
firstLastDatesAV = Stock.getDatesAV(self, 'firstLast')
print("\nFirst and last dates:", firstLastDatesAV)
datesAV = Stock.getDatesAV(self, 'all')
#print("All dates (recent first):", datesAV, "\n")
#
def getDatesIEX(self, which):
url = ''.join(('https://api.iextrading.com/1.0/stock/', self, '/chart/5y'))
#link = "https://api.iextrading.com/1.0/stock/spy/chart/5y"
print("URL:", url)
f = requests.get(url)
json_data = f.text
loaded_json = json.loads(json_data)
dates = []
if which == 'firstLast':
# Find firstDate (comes first)
firstLine = loaded_json[0]
#print("firstLine:", firstLine)
firstDate = firstLine['date']
#print("firstDate:",firstDate)
# Find finalDate (comes last)
#print("Length:", len(loaded_json))
lastLine = loaded_json[-1] # Returns last value of the list (Equivalent to len(loaded_json)-1)
#print("lastLine:", lastLine)
finalDate = lastLine['date']
#print("Final date:", finalDate)
dates.append((firstDate, finalDate))
else:
# for i in range(0, len(loaded_json), 1): # If you want to do oldest first
for i in range(len(loaded_json)-1, 0, -1):
line = loaded_json[i]
date = line['date']
dates.append(date)
return dates
def getDatesAV(self, which):
url = ''.join(('https://www.alphavantage.co/query?function=TIME_SERIES_MONTHLY&symbol=', self, '&apikey=', apiAV))
# https://www.alphavantage.co/query?function=TIME_SERIES_MONTHLY&symbol=MSFT&apikey=demo
print("URL:", url)
f = requests.get(url)
json_data = f.text
loaded_json = json.loads(json_data)
#print(loaded_json['Monthly Time Series'])
monthlyTimeSeries = loaded_json['Monthly Time Series']
#print(monthlyTimeSeries)
#print(len(monthlyTimeSeries))
#length = len(monthlyTimeSeries)
#print(monthlyTimeSeries['2018-12-17'])
#print(type(monthlyTimeSeries))
listOfDates = list(monthlyTimeSeries)
#print(listOfDates)
dates = []
if which == 'firstLast':
firstDate = listOfDates[-1]
lastDate = listOfDates[0]
#print("firstDate:", firstDate)
#print("lastDate:", lastDate)
dates.append((firstDate, lastDate))
else:
dates = listOfDates
return dates
'''
# Find finalDate (comes first)
print("Length:", len(loaded_json))
lastLine = loaded_json[-1] # Returns last value of the list (Equivalent to len(loaded_json)-1)
print("lastLine:", lastLine)
finalDate = lastLine['date']
print("Final date:", finalDate)
dates = []
dates.append((firstDate, finalDate))
'''
'''
def printDates(self):
print("Getting data from IEX...")
url = ''.join(('https://api.iextrading.com/1.0/stock/', self.name, '/chart/5y'))
#link = "https://api.iextrading.com/1.0/stock/spy/chart/5y"
print("URL:", url)
f = requests.get(url)
#print(f.text)
json_data = f.text
loaded_json = json.loads(json_data)
print("Printing from IEX...")
for i in range (0,len(loaded_json),1):
a = loaded_json[i]
print(a['date'])
'''
def main():
#if __name__ == '__main__':
# install('requests')
stock = 'spy'
spy = Stock(stock)
#print(spy.name)
Stock.getDates(stock)
#Stock.printDates(spy)
main()

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main.py
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# main.py # main.py
# Andrew Dinh # Andrew Dinh
# Python 3.6.1 # Python 3.6.1
# Description: Get, parse, and interpret JSON files from IEX # Description:
import urllib.request
import re
#import os, errno
import json
file_path = "tmp/data.txt"
# directory = os.path.dirname(file_path)
url = urllib.request.urlopen("https://api.iextrading.com/1.0/stock/aapl/chart")
#print("url =", url)
html = url.read() # this is not a string, must convert it for findall()
# print("the html =", html)
myFile = open('data.json','r')
data = myFile.read()
json_string = json.dumps(data)
print("json string:", data)
''' '''
myFile =open(file_path,'w') Asks users for mutual funds/stocks to compare
myFile.write(str(html)) Asks to be compared (expense ratio, turnover, market capitalization, or persistence)
myFile.close() Asks for time period (Possibly: 1 year, 5 years, 10 years)
Makes the mutual funds as class Stock
Gets data from each API
Compare and contrast dates and end changeOverTime for set time period
NOTES: Later can worry about getting close values to make a graph or something
Gives correlation value using equation at the end (from 0 to 1)
FIRST TESTING WITH EXPENSE RATIO
# Create tmp folder
try:
os.makedirs(directory)
except OSError as e:
if e.errno != errno.EEXIST:
raise
myFile = open(file_path,'r')
listOfLines = myFile.read().split('}')
#print("fileAsList:\n",listOfLines)
print(listOfLines[0],"\n")
print(listOfLines[1])
'''
'''
for j in range(0,len(listOfLines),1):
aLine = listOfLines[j]
#print(aLine)
lineData = aLine.split()
#print(lineData)
''' '''
''' import StockData
url = urllib.request.urlopen("http://www.gavilan.edu/staff/dir.php")
print("url =", url)
html = url.read() # this is not a string, must convert it for findall()
# print("-----------------------------------------------")
# print("the html =", html)
myFile = open('dataFile.txt','w')
myFile.write(str(html))
myFile.close()
myFile = open('dataFile.txt','r')
listOfLines = myFile.readlines() # returns a list of lines,USE for search()
#print("fileAsList:\n",listOfLines)
listOfEmails = re.findall(r'\w+@gavilan.edu', str(html))
# print(listOfEmails)
myFile.close()
myFile = open('dataFile.txt','r')
listOfLines = myFile.readlines()
for line in listOfLines:
match = re.search('stoykov',str(line))
if match:
print(line)
myFile.close()
'''

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requirements.txt Normal file
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requests==2.21.0