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267 lines
9.2 KiB
Python
267 lines
9.2 KiB
Python
# StockData.py
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# Andrew Dinh
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# Python 3.6.1
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# Description:
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'''
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Returns all available dates and prices for each stock requested.
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'''
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# Alpha Vantage API Key: O42ICUV58EIZZQMU
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# Barchart API Key: a17fab99a1c21cd6f847e2f82b592838
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# Tiingo API Key: 2e72b53f2ab4f5f4724c5c1e4d5d4ac0af3f7ca8
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# If you're going to take these API keys and abuse it, you should really reconsider your life priorities
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apiAV = 'O42ICUV58EIZZQMU'
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apiBarchart = 'a17fab99a1c21cd6f847e2f82b592838'
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apiTiingo = '2e72b53f2ab4f5f4724c5c1e4d5d4ac0af3f7ca8'
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import requests, json
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class Stock:
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def __init__(self, newName = '', newfirstLastDates = [], newAbsFirstLastDates = [], newDates = [], newListIEX = [], newListAV = [], newListTiingo = []):
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self.name = newName # Name of stock
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self.firstLastDates = newfirstLastDates # Dates that at least 2 sources have (or should it be all?) - Maybe let user decide
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self.absFirstLastDates = newAbsFirstLastDates # Absolute first and last dates from all sources
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self.dates = newDates # All available dates
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# List from each source containing: ['firstDate', 'lastDate', allDates, values]
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self.listIEX = newListIEX # Dates available from IEX
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self.listAV = newListAV # Dates available from AV
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self.listTiingo = newListTiingo # Dates available from Tiingo
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def main(self):
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# Makes list with [firstDate, lastDate, allDates, values]
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# IEX
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print("\nIEX")
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listIEX = Stock.getIEX(self)
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def set(self, newName, newfirstLastDates, newAbsFirstLastDates, newDates, newListIEX, newListAV, newListTiingo):
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self.name = newName # Name of stock
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self.firstLastDates = newfirstLastDates # Dates that at least 2 sources have (or should it be all?) - Maybe let user decide
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self.absFirstLastDates = newAbsFirstLastDates # Absolute first and last dates from all sources
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self.dates = newDates # All available dates
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# List from each source containing: ['firstDate', 'lastDate', allDates, values]
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self.listIEX = newListIEX # Dates available from IEX
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self.listAV = newListAV # Dates available from AV
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self.listTiingo = newListTiingo # Dates available from Tiingo
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def setFirstLastDates(newFirstLastDates):
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self.firstLastDates = newFirstLastDates
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def setAbsFirstLastDates(newAbsFirstLastDates):
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self.absFirstLastDates = newAbsFirstLastDates
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def setDates(newDates):
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self.dates = newDates
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def setListIEX(newListIEX):
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self.listIEX = newListIEX
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def setListAV(newListAV):
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self.listAV = newListAV
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def setListTiingo(newListTiingo):
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self.listTiingo = newListTiingo
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def getIEX(self):
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url = ''.join(('https://api.iextrading.com/1.0/stock/', self, '/chart/5y'))
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#link = "https://api.iextrading.com/1.0/stock/spy/chart/5y"
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#print("URL:", url)
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f = requests.get(url)
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json_data = f.text
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loaded_json = json.loads(json_data)
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listIEX = []
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# Adding (firstDate, lastDate) to list
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# Find firstDate (comes first)
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firstLine = loaded_json[0]
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#print("firstLine:", firstLine)
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firstDate = firstLine['date']
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#print("firstDate:",firstDate)
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# Find lastDate (comes last)
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#print("Length:", len(loaded_json))
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lastLine = loaded_json[-1] # Returns last value of the list (Equivalent to len(loaded_json)-1)
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#print("lastLine:", lastLine)
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lastDate = lastLine['date']
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#print("last date:", lastDate)
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listIEX.append(firstDate)
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listIEX.append(lastDate)
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allDates = []
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# for i in range(0, len(loaded_json), 1): # If you want to do oldest first
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for i in range(len(loaded_json)-1, 0, -1):
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line = loaded_json[i]
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date = line['date']
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allDates.append(date)
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listIEX.append(allDates)
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#print(listIEX)
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return listIEX
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def getDatesAV(self, which):
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url = ''.join(('https://www.alphavantage.co/query?function=TIME_SERIES_MONTHLY&symbol=', self, '&apikey=', apiAV))
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# https://www.alphavantage.co/query?function=TIME_SERIES_MONTHLY&symbol=MSFT&apikey=demo
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#print("URL:", url)
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f = requests.get(url)
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json_data = f.text
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loaded_json = json.loads(json_data)
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#print(loaded_json['Monthly Time Series'])
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monthlyTimeSeries = loaded_json['Monthly Time Series']
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#print(monthlyTimeSeries)
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#print(len(monthlyTimeSeries))
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#length = len(monthlyTimeSeries)
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#print(monthlyTimeSeries['2018-12-17'])
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#print(type(monthlyTimeSeries))
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listOfDates = list(monthlyTimeSeries)
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#print(listOfDates)
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dates = []
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if which == 'firstLast':
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firstDate = listOfDates[-1]
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lastDate = listOfDates[0]
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#print("firstDate:", firstDate)
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#print("lastDate:", lastDate)
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dates.append((firstDate, lastDate))
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elif which == 'all':
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dates = listOfDates
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return dates
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def getDatesTiingo(self, which):
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'''
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headers = {
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'Content-Type': 'application/json',
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'Authorization' : 'Token <TOKEN>'
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}
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requestResponse = requests.get("https://api.tiingo.com/api/test/",
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headers=headers)
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print(requestResponse.json())
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#OR we can use the token directly in the url
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headers = {
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'Content-Type': 'application/json'
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}
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requestResponse = requests.get("https://api.tiingo.com/api/test?token=<TOKEN>",
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headers=headers)
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print(requestResponse.json())
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'''
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token = ''.join(('Token ', apiTiingo))
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headers = {
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'Content-Type': 'application/json',
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'Authorization' : token
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}
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url = ''.join(('https://api.tiingo.com/tiingo/daily/', self))
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requestResponse = requests.get(url, headers=headers)
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#print(requestResponse.json())
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loaded_json = requestResponse.json()
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#print(loaded_json)
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#print(len(loaded_json))
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'''
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list1 = list(loaded_json)
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for i in range (0, len(list1), 1):
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if list1[i] == 'startDate':
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startNum = i
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elif list1[i] == 'endDate':
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endNum = i
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print(list1[startNum])
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print(list1[endNum])
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'''
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firstDate = loaded_json['startDate']
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lastDate = loaded_json['endDate']
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#print(firstDate)
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#print(lastDate)
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dates = []
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if which == 'firstLast':
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#print("URL:", url)
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dates.append((firstDate, lastDate))
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elif which == 'all':
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url2 = ''.join((url, '/prices?startDate=', firstDate, '&endDate=', lastDate))
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# https://api.tiingo.com/tiingo/daily/<ticker>/prices?startDate=2012-1-1&endDate=2016-1-1
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#print("Second URL:", url2)
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requestResponse2 = requests.get(url2, headers=headers)
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loaded_json2 = requestResponse2.json()
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#print(loaded_json2)
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#print(len(loaded_json2))
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'''
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print(loaded_json2[0])
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temp = loaded_json2[0]
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temp2 = temp['date']
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temp3 = temp2.split('T00:00:00.000Z')
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print(temp2)
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print(temp3)
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print(temp3[0])
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print(temp3[1])
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'''
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for i in range(len(loaded_json2)-1, 0, -1):
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line = loaded_json2[i]
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dateWithTime = line['date']
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temp = dateWithTime.split('T00:00:00.000Z')
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date = temp[0]
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dates.append(date)
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return dates
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def getFirstLastDate(self, listOfFirstLastDates):
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listOfFirstDates = []
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listOfLastDates = []
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#print(len(listOfFirstLastDates))
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for i in range (0, len(listOfFirstLastDates), 1):
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temp = listOfFirstLastDates[i]
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datesTemp = temp[0]
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#print(datesTemp)
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firstDate = datesTemp[0]
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#print(firstDate)
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lastDate = datesTemp[1]
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#print(lastDate)
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listOfFirstDates.append(firstDate)
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listOfLastDates.append(lastDate)
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#print(listOfFirstDates)
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#print(listOfLastDates)
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for i in range (0, len(listOfFirstDates), 1):
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date = listOfFirstDates[i]
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if i == 0:
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firstDate = date
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yearMonthDate = firstDate.split('-')
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firstYear = yearMonthDate[0]
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firstMonth = yearMonthDate[1]
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firstDay = yearMonthDate[2]
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else:
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yearMonthDate = date.split('-')
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year = yearMonthDate[0]
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month = yearMonthDate[1]
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day = yearMonthDate[2]
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if year < firstYear or (year == firstYear and month < firstMonth) or (year == firstYear and month == firstMonth and day < firstDay):
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firstDate = date
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firstYear = year
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firstMonth = month
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firstDay = day
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#print(firstDate)
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for i in range(0, len(listOfLastDates),1):
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date = listOfLastDates[i]
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if i == 0:
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lastDate = date
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yearMonthDate = lastDate.split('-')
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lastYear = yearMonthDate[0]
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lastMonth = yearMonthDate[1]
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lastDay = yearMonthDate[2]
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else:
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yearMonthDate = date.split('-')
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year = yearMonthDate[0]
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month = yearMonthDate[1]
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day = yearMonthDate[2]
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if year > lastYear or (year == lastYear and month > lastMonth) or (year == lastYear and month == lastMonth and day > lastDay):
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lastDate = date
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lastYear = year
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lastMonth = month
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lastDay = day
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#print(lastDate)
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firstLastDates = []
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firstLastDates.append((firstDate, lastDate))
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return firstLastDates
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def main():
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stock = 'spy'
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spy = Stock(stock)
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Stock.set('spy', 2,2,2,2,2,2,2)
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Stock.main(stock)
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#Stock.printDates(spy)
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if __name__ == "__main__":
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main()
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