def _deriveSecrets(self, masterKey):
"""Derives session keys (AES keys, counter nonces, HMAC keys and magic
values) from the given master secret. All key material is derived using
HKDF-SHA256."""
log.debug("Master key: 0x%s." % masterKey.encode("hex"))
# We need key material for two magic values, symmetric keys, nonces and
# HMACs. All of them are 32 bytes in size.
hkdf = mycrypto.HKDF_SHA256(masterKey, "", 32 * 8)
okm = hkdf.expand()
# Set the symmetric AES keys.
self.sendCrypter.setSessionKey(okm[0:32], okm[32:64])
self.recvCrypter.setSessionKey(okm[64:96], okm[96:128])
# Derive a magic value for the client as well as the server. They must
# be distinct to prevent fingerprinting (e.g. look for two identical
# 256-bit strings).
self.sendMagic = okm[128:160]
self.recvMagic = okm[160:192]
# Set the HMAC keys.
self.sendHMAC = okm[192:224]
self.recvHMAC = okm[224:256]
if self.weAreServer:
self.sendHMAC, self.recvHMAC = util.swap(self.sendHMAC, self.recvHMAC)
self.sendCrypter, self.recvCrypter = util.swap(self.sendCrypter, self.recvCrypter)
self.sendMagic, self.recvMagic = util.swap(self.sendMagic, self.recvMagic)
log.debug(
"Magic values derived from session key: send=0x%s, "
"recv=0x%s." % (self.sendMagic.encode("hex"), self.recvMagic.encode("hex"))
)
def bubble_sort(lst):
last_index = len(lst) - 1
for _ in range(0, len(lst)):
for i in range(0, last_index):
if lst[i] > last_index:
swap(lst, i, last_index)
last_index -= 1
def sort(a): for i in range(len(a)): k = i for j in range(i+1, len(a)): if a[j] < a[k]: k = j util.swap(a, i, k)
def deriveSecrets( self, masterKey ):
"""
Derive various session keys from the given `masterKey'.
The argument `masterKey' is used to derive two session keys and nonces
for AES-CTR and two HMAC keys. The derivation is done using
HKDF-SHA256.
"""
assert len(masterKey) == const.MASTER_KEY_LENGTH
log.debug("Deriving session keys from %d-byte master key." %
len(masterKey))
# We need key material for two symmetric AES-CTR keys, nonces and
# HMACs. In total, this equals 144 bytes of key material.
hkdf = mycrypto.HKDF_SHA256(masterKey, "", (32 * 4) + (8 * 2))
okm = hkdf.expand()
assert len(okm) >= ((32 * 4) + (8 * 2))
# Set AES-CTR keys and nonces for our two AES instances.
self.sendCrypter.setSessionKey(okm[0:32], okm[32:40])
self.recvCrypter.setSessionKey(okm[40:72], okm[72:80])
# Set the keys for the two HMACs protecting our data integrity.
self.sendHMAC = okm[80:112]
self.recvHMAC = okm[112:144]
if self.weAreServer:
self.sendHMAC, self.recvHMAC = util.swap(self.sendHMAC,
self.recvHMAC)
self.sendCrypter, self.recvCrypter = util.swap(self.sendCrypter,
self.recvCrypter)
def evaluate(inp, client, l, DBlocation):
inp = inp.split(' ')
status = client.status()
if len(inp) > 1 and not str(inp[1]):
inp.pop()
if inp[0] == 'p' or 'play' == (inp[0]):
try:
if not status['state'] == 'stop':
if len(inp) == 1:
util.pause(client)
else:
util.play(client, int(inp[1]))
else:
if len(inp) == 1:
util.play(client, 0)
else:
util.play(client, int(inp[1]))
except:
print('mpd error: bad song index')
elif inp[0] == 'pause':
util.pause(client)
elif inp[0] == 'next' or inp[0] == 'n':
util.next(client)
elif inp[0] == 'previous' or inp[0] == 'ps':
util.previous(client)
elif inp[0] == 'stop':
util.stop(client)
elif inp[0] == 'pl' or inp[0] == 'playlist':
util.print_playlist(client)
elif inp[0] == 'update' or inp[0] == 'u':
util.update(client)
elif inp[0] == 'clear':
util.clear(client)
elif inp[0] == 'random':
util.mpdrandom(client, inp[1])
elif inp[0] == 'shuffle':
util.shuffle(client)
elif inp[0] == 'consume':
util.consume(client, inp[1])
elif inp[0] == 'swap':
util.swap(client, int(inp[1]) - 1, int(inp[2]) - 1)
elif inp[0] == 'single':
util.single(client, inp[1])
elif inp[0] == 'search' or inp[0] == 's':
if '-f' in inp or '--filter' in inp:
l = util.mpdsearch(inp[1], inp, DBlocation, True)
else:
l = util.mpdsearch(inp[1], inp, DBlocation, False)
elif inp[0] == 'a' or inp[0] == 'add':
if l:
for line in l:
client.add(line)
else:
print('You have to search first!')
elif inp[0] == 'q' or inp[0] == 'quit':
quit()
return l
def _move_win(self, direction):
if self.cur is not None:
try:
index = util.clamp2(self.cur + direction.num, self.n_items())
util.swap(self.windows, self.cur, index)
self.cur = index
except IndexError:
util.debug("Bad index for moving window")
def insert_sort(array):
n = len(array)
for i in range(n - 1):
j = i + 1
while (j >= 1):
if array[j] < array[j - 1]:
util.swap(array, j, j - 1)
j = j - 1
def select_sort(array):
n = len(array)
for i in range(n - 1):
min = i
for j in range(i + 1, n):
if array[min] > array[j]:
min = j
util.swap(array, i, min)
def _move_win(self, direction):
if self.cur is not None:
try:
index = util.clamp2(self.cur + direction.num, self.n_items())
util.swap(self.windows, self.cur, index)
self.cur = index
except IndexError:
util.debug("Bad index for moving window")
def sort(a): n = len(a) a.insert(0, 0) for i in range(n//2, 0, -1): sink(a, i, n) for i in range(1, n+1): util.swap(a, 1, n-i+1) sink(a, 1, n-i) a.pop(0)
def sort(a): for i in range(len(a)): swapped = False for j in range(len(a)-1, i, -1): if a[j] < a[j-1]: util.swap(a, j, j-1) swapped = True if not swapped: break
def partition(lst, low, high): pivot = lst[high] wall_index = low - 1 for i in range(low, high): if lst[i] < pivot: wall_index += 1 swap(lst, i, wall_index) swap(lst, wall_index + 1, high) return wall_index + 1
def sort(a):
for i in range(len(a)):
swapped = False
for j in range(len(a) - 1, i, -1):
if a[j] < a[j - 1]:
util.swap(a, j, j - 1)
swapped = True
if not swapped:
break
def bubble_sort(arr):
for i in range(len(arr) - 1):
swapped = False
for j in range(0, len(arr) - 1 - i):
if arr[j] > arr[j + 1]:
swap(arr, j, j + 1)
swapped = True
if not swapped:
return arr
return arr
def extract_max(self):
if self._size == 0:
raise Exception("Extracting from empty heap")
_result = self._items[1]
self._size -= 1
if self._size > 0:
swap(self._items, 1, self._size + 1)
self._shuffle_down(1)
return _result
def bubble_sort(arr): if len(arr) <= 1: return for i in range(len(arr)): index1 = len(arr) - 2 index2 = len(arr) - 1 while index1 >= i: if arr[index1] > arr[index2]: util.swap(arr, index1, index2) index1 -= 1 index2 -= 1
def insertion_sort1(lst):
#For each element in the list
for i in range(len(lst)):
#Start at element i
j = i
#Check if element j-1 is greater than j
while j > 0 and lst[j-1] > lst[j]:
#If so, swap them to the correct order
swap(lst, j, j-1)
#Go down one element and repeat
j-=1
return lst
def par(_a, _pivot=0):
last = len(_a) - 1
i = 1
while i <= last:
if _a[i] <= _a[i - 1]:
swap(_a, i - 1, i)
i += 1
elif i != last:
swap(_a, i, last)
last -= 1
else:
break
def _shuffle_down(self, idx):
_item_key = self._key(self._items[idx])
_left_idx = idx * 2
if _left_idx > self._size:
return
_left_key = self._key(self._items[_left_idx])
_right_key = self._key(None) if _left_idx + 1 > self._size else self._key(self._items[_left_idx + 1])
if _left_key >= _right_key and _left_key > _item_key:
swap(self._items, idx, _left_idx)
self._shuffle_down(_left_idx)
elif _right_key > _item_key:
swap(self._items, idx, _left_idx + 1)
self._shuffle_down(_left_idx + 1)
def quick_sort(array): if len(array) <= 1: return array else: pivot = array[len(array) - 1] wall = 0 for i in range(len(array) - 1): if array[i] < pivot: array = util.swap(array, i, wall) wall += 1 array = util.swap(array, len(array)-1, wall) subarray = quick_sort(array[:wall]) subarray2 = quick_sort(array[wall+1:]) array = subarray + [array[wall]] + subarray2 return array
def medianSort(A, left, right):
if left < right:
#find media value A[me] in A[left,rigth]
me = find_Media_Value(A,left, right)
print("ponto médio :i %d valor : %d" %(me,A[me]))
mid = (right + left)//2
A[mid],A[me] = swap(A[mid],A[me])
for i in range(left,mid):
if A[i] > A[mid]:
#find A[k]<= A[mid] where k > mid
k = find_k(A, mid, right)
print('VALOR K: IND: %d valor %d' %(k , A[k]))
A[i],A[k] = swap(A[i],A[k])
print(A)
medianSort(A,left, mid -1)
medianSort(A,mid + 1, right )
def sink(a, i, n): lc = 2*i if lc > n: return rc = lc+1 mc = 0 if rc > n: mc = lc elif a[lc] > a[rc]: mc = lc else: mc = rc if a[i] >= a[mc]: return util.swap(a, i, mc) sink(a, mc, n)
def selection_sort(array):
for i in range(len(array)):
smallest = i
for j in range(i + 1, len(array)):
if array[smallest] > array[j]:
smallest = j
array = util.swap(array, i, smallest)
return array
def _quick_sort(arr, i, j):
if j - i <= 1:
return arr
pivot = arr[j - 1]
lpointer, rpointer = i, j - 2
while True:
while lpointer <= rpointer and arr[lpointer] <= pivot:
lpointer += 1
while lpointer <= rpointer and arr[rpointer] >= pivot:
rpointer -= 1
if lpointer <= rpointer:
swap(arr, lpointer, rpointer)
else:
break
swap(arr, lpointer, j - 1)
_quick_sort(arr, i, lpointer)
_quick_sort(arr, lpointer + 1, j)
return arr
def maxHeapify(self,i):
l = self.Left(i)
r = self.Right(i)
if l <= self.heapsize and self._heap[l] > self._heap[i]:
largest = l;
else:
largest = i;
if r <= self.heapsize and self._heap[r] > self._heap[largest]:
largest = r;
if largest != i:
self._heap[i],self._heap[largest] = util.swap(self._heap[i],self._heap[largest])
self.maxHeapify(largest)
def heapify(ar, idx, max):
left = 2 * idx + 1
right = 2 * idx + 2
largest = 0
if left < max and my_cmp(ar[left], ar[idx]) > 0:
largest = left
else:
largest = idx
if (right < max and my_cmp(ar[right], ar[largest]) > 0):
largest = right
if largest != idx:
ar[idx], ar[largest] = swap(ar[idx], ar[largest])
heapify(ar, largest, max)
def _deriveSecrets(self, masterKey):
"""Derives session keys (AES keys, counter nonces, HMAC keys and magic
values) from the given master secret. All key material is derived using
HKDF-SHA256."""
log.debug("Master key: 0x%s." % masterKey.encode('hex'))
# We need key material for two magic values, symmetric keys, nonces and
# HMACs. All of them are 32 bytes in size.
hkdf = mycrypto.HKDF_SHA256(masterKey, "", 32 * 8)
okm = hkdf.expand()
# Set the symmetric AES keys.
self.sendCrypter.setSessionKey(okm[0:32], okm[32:64])
self.recvCrypter.setSessionKey(okm[64:96], okm[96:128])
# Derive a magic value for the client as well as the server. They must
# be distinct to prevent fingerprinting (e.g. look for two identical
# 256-bit strings).
self.sendMagic = okm[128:160]
self.recvMagic = okm[160:192]
# Set the HMAC keys.
self.sendHMAC = okm[192:224]
self.recvHMAC = okm[224:256]
if self.weAreServer:
self.sendHMAC, self.recvHMAC = util.swap(self.sendHMAC,
self.recvHMAC)
self.sendCrypter, self.recvCrypter = util.swap(self.sendCrypter, \
self.recvCrypter)
self.sendMagic, self.recvMagic = util.swap(self.sendMagic, \
self.recvMagic)
log.debug("Magic values derived from session key: send=0x%s, " \
"recv=0x%s." % (self.sendMagic.encode('hex'), \
self.recvMagic.encode('hex')))
def _sort(a, l, n): if n <= 1: return util.swap(a, l, l+random.randint(0, n-1)) k = l for i in range(l+1, l+n): if a[i] < a[l]: util.swap(a, ++k, i) util.swap(a, l, k) _sort(a, l, k-l) _sort(a, k+1, l+n-k-1)
def _sort(a, l, n):
if n <= 1:
return
util.swap(a, l, l + random.randint(0, n - 1))
k = l
for i in range(l + 1, l + n):
if a[i] < a[l]:
util.swap(a, ++k, i)
util.swap(a, l, k)
_sort(a, l, k - l)
_sort(a, k + 1, l + n - k - 1)
def main(num, file_name):
count = 0
with open(file_name, 'w') as g:
for s in seeds[500 * num:(num + 1) * 500]:
s = int(s)
### be ware of scaling, training and testing must be consistent
g.write('%d:' % s)
if (s in G.nodes()):
### predict the people using ind_model
sub = train[train['s'] == s]
cand = sub[sub['label'] == 0]
cand_num = cand['n']
cand_arr = cand[features].values
#cand_scale = scaler.transform(cand[features])
rank = []
for i in range(30):
rank.append([-100, -1])
for c in range(len(cand)):
score = model.predict_proba(cand_arr[c])[:, 1][0]
n = cand_num[c + cand_num.index[0]]
n = int(n)
if (c49[s] == 0) and (c49[n] == 0):
continue
### insert the score
if score > rank[n_top - 1][0]:
rank[n_top - 1] = [score, n]
for i in range(n_top - 1, 0, -1):
if rank[i][0] > rank[i - 1][0]:
(rank[i], rank[i - 1]) = util.swap(
rank[i], rank[i - 1])
### write the file!!!
for i in range(len(rank)):
if (i == (len(rank) - 1)):
g.write('%d' % rank[i][1])
else:
g.write('%d,' % rank[i][1])
g.write('\n')
else:
### fill the content of fill file
g.write(fill[s])
if (count % 10) == 0:
print count
count += 1
def insertion(to_sort):
"""
Perform insertion sort.
Args:
to_sort (list): list to sort.
Returns:
list
"""
for i in xrange(1, len(to_sort)):
j = i
while j > 0 and to_sort[j - 1] > to_sort[j]:
to_sort = swap(to_sort, j, j - 1)
j -= 1
return to_sort
def bubble_sort(to_sort):
"""
Implement Bubble Sort.
Args:
to_sort (list): List to sort.
"""
list_length = len(to_sort) - 1
for i in xrange(0, len(to_sort), 1):
for j in xrange(0, len(to_sort) - i, 1):
if j + 1 > list_length:
break
if to_sort[j] > to_sort[j + 1]:
to_sort = swap(to_sort, j, j + 1)
return to_sort
def selection(to_sort):
"""
Perform selection sort.
Args:
to_sort (list): List to Sort,
"""
list_length = len(to_sort)
for i in xrange(0, list_length):
min_index = i
for j in xrange(i, list_length):
if to_sort[j] < to_sort[min_index]:
min_index = j
if min_index != i:
to_sort = swap(to_sort, i, min_index)
return to_sort
def _sort(a, l, n): if n <= 1: return util.swap(a, l+n-1, l+random.randint(0, n-1)) i = l k = l p = l+n while i < p: if a[i] < a[l+n-1]: util.swap(a, i, k) i += 1 k += 1 elif a[i] == a[l+n-1]: p -= 1 util.swap(a, i, p) else: i += 1 m = min(p-k, l+n-p+1) for i in range(0, m-1): util.swap(a, k+i, l+n-m+1+i) _sort(a, l, k-l) _sort(a, k+1, l+n-k-1)
def _sort(a, l, n):
if n <= 1:
return
util.swap(a, l + n - 1, l + random.randint(0, n - 1))
i = l
k = l
p = l + n
while i < p:
if a[i] < a[l + n - 1]:
util.swap(a, i, k)
i += 1
k += 1
elif a[i] == a[l + n - 1]:
p -= 1
util.swap(a, i, p)
else:
i += 1
m = min(p - k, l + n - p + 1)
for i in range(0, m - 1):
util.swap(a, k + i, l + n - m + 1 + i)
_sort(a, l, k - l)
_sort(a, k + 1, l + n - k - 1)
def par3(_a, _pivot = 0):
_last = len(_a) - 1
_i = 1
_q = -1
while _i <= _last:
if _a[_i] == _a[_i - 1]:
if _q == -1:
_q = _i - 1
_i += 1
elif _a[_i] < _a[_i - 1]:
if _q == -1:
swap(_a, _i - 1, _i)
else:
swap(_a, _q, _i)
_q += 1
_i += 1
elif _i != _last:
swap(_a, _i, _last)
_last -= 1
else:
break
def selection_sort(lst):
for i in range(0, len(lst)):
minimum_index = min_index(lst, i, len(lst))
swap(lst, i, minimum_index)
def right(self, blankIndex):
pos = blankIndex - 1
if (pos >= 0) and (pos < State.size) and (pos % State.n !=
State.n - 1):
return swap(self.seq, pos, blankIndex)
return None
def left(self, blankIndex):
pos = blankIndex + 1
if (pos >= 0) and (pos < State.size) and (pos % State.n != 0):
return swap(self.seq, pos, blankIndex)
return None
def down(self, blankIndex):
pos = blankIndex - State.n
if (pos >= 0) and (pos < State.size):
return swap(self.seq, pos, blankIndex)
return None
def _insertion(a, l, n): for i in range(l+2, l+n): for k in range(i, l, -1): if a[k] >= a[k-1]: break util.swap(a, k, k-1)
def selection_sort(arr): for i in range(len(arr)): smallest_index = util.find_smallest_index(arr, i, len(arr)) util.swap(arr, i, smallest_index)
def heapSort(ar, n):
i = 0
buildHeap(ar, n)
for i in range(n - 1, 0, -1):
ar[0], ar[i] = swap(ar[0], ar[i])
heapify(ar, 0, i)
def _shuffle_up(self, idx):
while (idx >> 1) > 0:
p = idx >> 1
if self.key(self.items[p]) > self.key(self.items[idx]):
swap(self.items, p, idx)
idx = p
def _shuffle_up(self, idx):
while (idx >> 1) > 0:
p = idx >> 1
if self._items[p] < self._items[idx]:
swap(self._items, p, idx)
idx = p