fund-indicators/Functions.py

# Python file for general functions

import sys
sys.path.insert(0, './modules')

def getNearest(items, pivot):
    return min(items, key=lambda x: abs(x - pivot))


def stringToDate(date):
    from datetime import datetime

    #datetime_object = datetime.strptime('Jun 1 2005  1:33PM', '%b %d %Y %I:%M%p')
    datetime_object = datetime.strptime(date, '%Y-%m-%d').date()
    return(datetime_object)


def removeExtraDatesAndCloseValues(list1, list2):
    # Returns the two lists but with the extra dates and corresponding close values removed
    # list = [[dates], [close values]]

    newList1 = [[], []]
    newList2 = [[], []]

    for i in range(0, len(list1[0]), 1):
        for j in range(0, len(list2[0]), 1):
            if list1[0][i] == list2[0][j]:
                newList1[0].append(list1[0][i])
                newList2[0].append(list1[0][i])
                newList1[1].append(list1[1][i])
                newList2[1].append(list2[1][j])
                break

    returnList = []
    returnList.append(newList1)
    returnList.append(newList2)
    return returnList


def stringIsInt(s):
    try:
        int(s)
        return True
    except ValueError:
        return False


def strintIsFloat(s):
    try:
        float(s)
        return True
    except ValueError:
        return False


def fromCache(r):
    import requests_cache
    from termcolor import colored, cprint
    if r.from_cache == True:
        cprint('(Response taken from cache)', 'white', attrs=['dark'])
    return


def getJoke():
    import requests
    import sys
    from termcolor import colored, cprint
    import requests_cache
    from halo import Halo
    with requests_cache.disabled():
        '''
        f = requests.get('https://official-joke-api.appspot.com/jokes/random').json()
        print('')
        print(f['setup'])
        print(f['punchline'], end='\n\n')
        '''
        headers = {'Accept': 'application/json',
                   'User-Agent': 'fund-indicators (https://github.com/andrewkdinh/fund-indicators)'}
        url = 'https://icanhazdadjoke.com'

        cprint('Get: ' + url, 'white', attrs=['dark'])
        with Halo(spinner='dots'):
            f = requests.get('https://icanhazdadjoke.com/', headers=headers).json()
        print('')
        print(colored(f['joke'], 'green'))


def hasNumbers(inputString):
    return any(char.isdigit() for char in inputString)


def checkPackages(listOfPackages):
    import importlib.util
    import sys

    packagesInstalled = True
    packages = listOfPackages
    for i in range(0, len(packages), 1):
        package_name = packages[i]
        spec = importlib.util.find_spec(package_name)
        if spec is None:
            print(
                package_name +
                " is not installed\nPlease enter 'pip install -r requirements.txt' to install all required packages")
            packagesInstalled = False
    return packagesInstalled


def checkPythonVersion():
    import platform
    #print('Checking Python version')
    i = platform.python_version()
    r = i.split('.')
    k = float(''.join((r[0], '.', r[1])))
    if k < 3.3:
        print('Your Python version is', i,
              '\nIt needs to be greater than version 3.3')
        return False
    else:
        print('Your Python version of', i, 'is good')
        return True


def isConnected():
    import socket  # To check internet connection
    try:
        # connect to the host -- tells us if the host is actually reachable
        socket.create_connection(("www.andrewkdinh.com", 80))
        print('Internet connection is good')
        return True
    except OSError:
        # pass
        print("No internet connection!")
    return False


def fileExists(file):
    import os.path
    return os.path.exists(file)

def listIndexExists(i):
    try:
        i
        return True
    except IndexError:
        return False

def removeOutliers(i):
    import statistics
    m = statistics.median(i)
    firstQ = []
    thirdQ = []
    for x in i:
        if x < m:
            firstQ.append(x)
        elif x > m:
            thirdQ.append(x)
    firstQm = statistics.median(firstQ)
    thirdQm = statistics.median(thirdQ)
    iqr = (thirdQm - firstQm) * 1.5

    goodList = []
    badList = []
    for x in i:
        if x < (thirdQm + iqr) and x > (firstQm - iqr):
            goodList.append(x)
        else:
            badList.append(x) # In case I want to know. If not, then I just make it equal to returnlist[0]
    returnList = [goodList, badList, firstQm, m, thirdQm, iqr]
    return returnList

def validateJson(text):
    import json
    try:
        json.loads(text)
        return True
    except ValueError:
        return False

def keyInDict(dict, key):
    if key in dict:
        return True
    else:
        return False

def main():
    exit()


if __name__ == "__main__":
    main()