import numpy as np

filename = open("day3_data.txt","r")
x = []
xr = filename.readline().strip()
while xr:
    xr = list(map(int,str(xr)))
    x.append(xr)
    xr = filename.readline().strip()

x = np.array(x)
x2=x
print(x)

print(x[0][0])

print(x[0,0])

print("---------------")

#for i in range(len(x[:,0])):
#    print(x[i][0])

print("------Gamma rate---------")
g=[]

for i in range(len(x[0,:])):
    g.append(np.bincount(x[:,i]).argmax())

g = np.array(g)

print("Binary: ",end="")
print(g[:])

print("Decimal: ",end="")
gs=""
gs=''.join(str(n) for n in g)

print(int(gs,2))


print("---------Epsilon rate----------")

e=[]

for i in range(len(x[0,:])):
    e.append(np.bincount(x[:,i]).argmin())

e = np.array(e)

print("Binary: ",end=" ")
print(e[:])

print("Decimal: ",end=" ")
es=""
es=''.join(str(n) for n in e)

print(int(es,2))


print("-------power consumption-------")

print("Power Consumption ",end="")
print(str(int(gs,2)*int(es,2)))

print("--------part 2---------------")

a = np.bincount(x[:,0])

print("There are: ")
print("0: " + str(a[0]))
print("1: " + str(a[1]))


keep=0

print("Column 1 keep ", end="")

if a[0] > a[1]: 
    keep=0
if a[0] < a[1]:
    keep=1
if a[0] == a[1]:
    keep=1

print(str(keep))

new_a = []

for i in x:
    if i[0] == keep:
        new_a.append(i)

new_a = np.array(new_a)
x = new_a
print("New array is: ")
print(new_a)

a = np.bincount(x[:,1])

print("There are: ")
print("0: " + str(a[0]))
print("1: " + str(a[1]))


keep=0

print("Column 2 keep ", end="")

if a[0] > a[1]: 
    keep=0
if a[0] < a[1]:
    keep=1
if a[0] == a[1]:
    keep=1

print(str(keep))

new_a = []

for i in x:
    if i[1] == keep:
        new_a.append(i)

new_a = np.array(new_a)
x = new_a
print("New array is: ")
print(new_a)


a = np.bincount(x[:,2])

print("There are: ")
print("0: " + str(a[0]))
print("1: " + str(a[1]))


keep=0

print("Column 3 keep ", end="")

if a[0] > a[1]: 
    keep=0
if a[0] < a[1]:
    keep=1
if a[0] == a[1]:
    keep=1

print(str(keep))

new_a = []

for i in x:
    if i[2] == keep:
        new_a.append(i)

new_a = np.array(new_a)
x = new_a
print("New array is: ")
print(new_a)



a = np.bincount(x[:,3])

print("There are: ")
print("0: " + str(a[0]))
print("1: " + str(a[1]))


keep=0

print("Column 4 keep ", end="")

if a[0] > a[1]: 
    keep=0
if a[0] < a[1]:
    keep=1
if a[0] == a[1]:
    keep=1

print(str(keep))

new_a = []

for i in x:
    if i[3] == keep:
        new_a.append(i)

new_a = np.array(new_a)
x = new_a
print("New array is: ")
print(new_a)





a = np.bincount(x[:,4])

print("There are: ")
print("0: " + str(a[0]))
print("1: " + str(a[1]))


keep=0

print("Column 5 keep ", end="")

if a[0] > a[1]: 
    keep=0
if a[0] < a[1]:
    keep=1
if a[0] == a[1]:
    keep=1

print(str(keep))

new_a = []

for i in x:
    if i[4] == keep:
        new_a.append(i)

new_a = np.array(new_a)
x = new_a
print("New array is: ")
print(new_a)



g = np.array(x[0])

print("Binary: ",end="")
print(g[:])

print("Decimal: ",end=" ")
ogr=""
ogr=''.join(str(n) for n in g)

print(int(ogr,2))




print("------find OXYGEN-----")

x=x2
for i in range(len(x[0,:])):
    a = np.bincount(x[:,i])
    keep=0
    if a[0] > a[1]:
        keep=0
    if a[0] < a[1]:
        keep=1
    if a[0] == a[1]:
        keep=1
    new_a = []
    for j in x:
        if j[i] == keep:
            new_a.append(j)
    new_a = np.array(new_a)
    x = new_a
    print("new array is: ")
    print(new_a)
    print("TEST" + str(i) + " LEN: "+ str(len(x[:,0])))
    if len(x[:,0]) == 1: 
        break

g = np.array(x[0])

print("Binary: ",end="")
print(g[:])

print("Decimal: ",end=" ")
og=""
og=''.join(str(n) for n in g)

print(int(og,2))



print("------find CO2-----")

x=x2
for i in range(len(x[0,:])):
    a = np.bincount(x[:,i])
    keep=0
    if a[0] < a[1]:
        keep=0
    if a[0] > a[1]:
        keep=1
    if a[0] == a[1]:
        keep=0
    new_a = []
    for j in x:
        if j[i] == keep:
            new_a.append(j)
    new_a = np.array(new_a)
    x = new_a
    print("new array is: ")
    print(new_a)
    print("TEST" + str(i) + " LEN: "+ str(len(x[:,0])))
    if len(x[:,0]) == 1: 
        break

g = np.array(x[0])

print("Binary: ",end="")
print(g[:])

print("Decimal: ",end=" ")
co2=""
co2=''.join(str(n) for n in g)

print(int(co2,2))


print("------ RESULT IS: -------")
print(str(int(co2,2)*int(og,2)))