Total % Return + Range Accuracy

#!/usr/bin/bash/python

import csv
import datetime
from datetime import datetime
from colorama import Back, Fore, Style
import sys
from termcolor import colored, cprint
from colorama import init
import numbers
import time
import itertools
from itertools import zip_longest
from time import sleep
import pathlib
import os
import os.path
from pathlib import Path
import glob
from progress.bar import Bar
import hashlib


ref_Num = int(0)
Liquidity = float()

Balance = 1000
prevPrice = float(1)
Long = bool
Short = bool
LN = float()
NewBalance = float(1)
range_ref_Str = str()

Highs_Found = int(0)
Lows_Found = int(0)
Highs_Filled = int(0)
Lows_Filled = int(0)
LowAccuracy = float()
HighAccuracy = float()
Start = bool
Stop = bool
tHigh = bool
tLow = bool

Filled = bool
indent = str('  |   ')

prevPrice = float(1)
prevFlow = float(1)
prevVol = int(1)

with open('/Users/King/iFiles/SPY1.csv', 'r') as csv_file:
    reader = csv.reader(csv_file)
    header = next(reader)
    for row in reader:
        ref_Num += 1                                # Starting at 0
        dTime = str(datetime.strptime(row[0], '%a %b %d %H:%M'))
        Time = dTime[-14:]
        Open_Price = float(row[1])                  # Price Data Dictionary
        Close_Price = float(row[2])                 # Price Data Dictionary
        High_Price = float(row[3])                  # Price Data Dictionary
        Low_Price = float(row[4])                   # Price Data Dictionary
        Money_Flow = float(row[6])                  # Price Data Dictionary
        Vol = row[5]  # Price Data Dictionary
        f_Vol = float(Vol[:-1])  # Price Data Dictionary
        m_Vol = str(Vol[-1:])  # Price Data Dictionary
        if m_Vol == "K":  # Price Data Dictionary
            f_Vol = f_Vol * 1000  # Price Data Dictionary
        if m_Vol == "M":  # Price Data Dictionary
            f_Vol = f_Vol * 1000000
        if m_Vol != "K" and m_Vol != "M":
            f_Vol = float(row[5])  # Price Data Dictionary
        if f_Vol < 1:
            M_Price = HLCC
        else:
            M_Price = round(float(Money_Flow) / f_Vol, 2)
        HLCC = float(High_Price + Low_Price + Close_Price + Close_Price)/4         # Price Data Dictionary & RangeReference Dictionary                          # Price Data Dictionary & RangeReference Dictionary
        Diff = round(HLCC - M_Price, 2)                                                           # Price Data Dictionary & RangeReference Dictionary & Data Dictionary
        MMM = float(f_Vol * HLCC)                                                     # Price Data Dictionary & RangeReference Dictionary & Data Dictionary
        Liq_change = float(Money_Flow - MMM)                                            # Price Data Dictionary & RangeReference Dictionary & Data Dictionary
        Liquidity += Liq_change                                                         # Price Data Dictionary & RangeReference Dictionary & Data Dictionary
        Date = str(Time[:5])                                                            # Important
        military_time = str(Time[-8:])
        criteria = abs(HLCC*.003)
        Profit = 100*round(Close_Price - Open_Price, 2) / Open_Price

        if Money_Flow > 0:
            MIV_Index = round(100 * (f_Vol / prevVol) - 100 * ((Money_Flow * HLCC) / (prevFlow * prevPrice)), 3)
            prevPrice = Close_Price
            prevFlow = Money_Flow
            prevVol = f_Vol


        if abs(M_Price - HLCC) >= criteria:
            Range_Clause = True
            diff = M_Price - HLCC
            r_Price = HLCC + diff
            t_Price = r_Price + diff
        else:
            Range_Clause = False
            range_ref_Str = ('')
        if Range_Clause == True:
            Low_Range = round(HLCC - abs(float(M_Price - HLCC)), 2)
            High_Range = round(HLCC + abs(float(M_Price - HLCC)), 2)
            Low_Target = round(Low_Range - abs(float(M_Price - HLCC)), 2)
            High_Target = round(High_Range + abs(float(M_Price - HLCC)), 2)
            if r_Price > HLCC and Range_Clause == True:
                if MIV_Index < 0:
                    tHigh = True
                    tLow = False
                    Filled = False
                    indent = '                                  '
                    HighrefStr = Fore.CYAN+"HIGH TARGET"
                    '''print(indent,HighrefStr)
                    time.sleep(2)'''
                    Highs_Found += 1
            if r_Price < HLCC and Range_Clause == True:
                tHigh = False
                tLow = True
                Filled = False
                Lows_Found += 1
                indent = '                                   '
                LowrefStr = Fore.RED+"LOW TARGET"
                '''print(indent,LowrefStr)
                time.sleep(2)'''


        if tHigh == True and Range_Clause == False:
            LN += Profit
            '''print('                 '+Fore.CYAN,LN,'%'+Style.RESET_ALL)'''
            if Filled == False:
                if High_Price >= r_Price:
                    Filled = True
                    Highs_Filled += 1
                    '''time.sleep(1)
                    print(Fore.CYAN+'HIGH RANGE FILLED'+Style.RESET_ALL)'''
                else:
                    Filled = False

        if tLow == True and Range_Clause == False:
            LN += Profit*-1
            '''print('                 '+Fore.RED,LN,'%'+Style.RESET_ALL)'''
            if Filled == False:
                if Low_Price <= r_Price:
                    Filled = True
                    Lows_Filled += 1
                    '''time.sleep(1)
                    print(Fore.YELLOW+'LOW RANGE FILLED'+Style.RESET_ALL)'''
                else:
                    Filled = False

        '''time.sleep(.001)
        print(Date, Close_Price)'''

if Lows_Found > 0 or Highs_Found > 0:
    if Lows_Filled > 0 or Highs_Filled > 0:
        LowAccuracy = 100*round(Lows_Filled / Lows_Found, 2)
        HighAccuracy = 100*round(Highs_Filled / Highs_Found, 2)

print('Lows Found: ',Lows_Found,indent+'Lows Filled: ',Lows_Filled,indent+'Low Accuracy',LowAccuracy,'%')
print('Highs Found: ',Highs_Found,indent+'Highs Filled: ',Highs_Filled,indent+'High Accuracy: ',HighAccuracy,'%')
TotalReturn = Profit*100
print('Total Return: ',TotalReturn,'%')