def __init__(self, vertices = Vertices(), edges = Edges()):
self.vertices = vertices
self.edges = edges
self.adjacency = {}
for v in vertices:
self.adjacency[v] = Neighbors.get(v, edges)
def upsample(downsampled_layer_img, legend, base_layer=True):
print("Base layer?", base_layer)
im = downsampled_layer_img
(w,h) = im.size
upsampled_im = Image.new(mode="RGBA", size=(w*16, h*16))
overlaps = None
# For each row, go through each column and decide what to composite
i = 0 # pixel index
for y in range(h):
for x in range(w):
# Printout for debugging
if i%32 == 0:
print(".", end ="", flush=True)
ns = Neighbors.get_neighbors(x, y, im)
# Get a tile Image
material, tile = get_tile(x, y, im, legend)
# Put down a base layer of the tile
pastes = 0
if tile and base_layer:
upsampled_im.paste(tile, (x*16,y*16))
pastes += 1
# Look for tiles to composite on top on this one
diffs = ns.different()
diffs.sort(key = lambda x: x[0])
ol = None
# If at a boundary
if len(diffs) > 0:
ol = get_overlap_patch(material, diffs, legend)
if ol is None:
# No overlap tile, so use blocky plain tile
ol = tile
# If interior use regular tile
elif len(diffs) == 0:
ol = tile
# Paste the overlay if there is one. (Guaranteed in base layer, but
# not higher layers if no material at a pixel.)
if ol:
upsampled_im.paste(ol, (x*16,y*16), ol)
i += 1
print('Done')
upsampled_im.show()
return upsampled_im
def __init__(self, host, master):
"""Every new implemented method must be added to the dictionary
with 'key' a unique identifier as below"""
self.operations = {
'quit': self._quit,
'join': self._join,
'next': self._update_my_front,
'prev': self._update_my_back,
'depart': self._depart,
'insert': self._insert,
'add': self._add_data,
'delete': self._delete,
'remove': self._remove,
'query': self._query,
'print_all_data': self._print_all_data,
'print_my_data': self._print_my_data,
'retrieve': self._retrieve,
'bye': self._bye
}
self.close = False
self.host = host
self.hash = sha1(host).hexdigest()
self.data = {}
self.replication = 0
self.m_port = master
self.data_lock = threading.Lock()
self.thread_list = []
self.sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
try:
self.sock.bind(('', 0))
except socket.error as msg:
logging.error('Bind failed. Error Code : ' + str(msg[0]) +
' Message ' + msg[1])
sys.exit()
self.port = self.sock.getsockname()[1]
self.sock.settimeout(1)
self.sock.listen(10)
self.neighbors = Neighbors(self.hash, self.port, self.hash, self.port)
self.message_queues = {} # servers' reply messages
def FrequentKmerMismatchWithReverse(genome, k, d):
result = []
kmers = {}
for i in range(len(genome) - k + 1):
pattern = genome[i:i + k]
mismatches = Neighbors(pattern, d)
mismatches.extend(Neighbors(Compliment(pattern), d))
for mismatch in mismatches:
if kmers.get(mismatch) == None:
kmers[mismatch] = 1
else:
kmers[mismatch] += 1
max_kmer_count = 0
for count in kmers.values():
max_kmer_count = max(max_kmer_count, count)
# print(max_kmer_count, kmers)
for kmer, count in kmers.items():
if count == max_kmer_count:
result.append(kmer)
return result
class Server(object):
"""Server class
Implements all the stuff that a DHT server should do"""
def __init__(self, host, master):
"""Every new implemented method must be added to the dictionary
with 'key' a unique identifier as below"""
self.operations = {
'quit': self._quit,
'join': self._join,
'next': self._update_my_front,
'prev': self._update_my_back,
'depart': self._depart,
'insert': self._insert,
'add': self._add_data,
'delete': self._delete,
'remove': self._remove,
'query': self._query,
'print_all_data': self._print_all_data,
'print_my_data': self._print_my_data,
'retrieve': self._retrieve,
'bye': self._bye
}
self.close = False
self.host = host
self.hash = sha1(host).hexdigest()
self.data = {}
self.replication = 0
self.m_port = master
self.data_lock = threading.Lock()
self.thread_list = []
self.sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
try:
self.sock.bind(('', 0))
except socket.error as msg:
logging.error('Bind failed. Error Code : ' + str(msg[0]) +
' Message ' + msg[1])
sys.exit()
self.port = self.sock.getsockname()[1]
self.sock.settimeout(1)
self.sock.listen(10)
self.neighbors = Neighbors(self.hash, self.port, self.hash, self.port)
self.message_queues = {} # servers' reply messages
def __del__(self):
"""Destructor"""
self.sock.close()
def DHT_join(self):
"""Servers join the DHT"""
back_port, back_hash, front_port, front_hash, self.replication = \
find_neighbors(self.hash, self.m_port)
self.neighbors.create_back(back_hash, back_port, self.port, self.hash)
self.neighbors.create_front(front_hash, front_port, self.port,
self.hash)
# Get data from the next server
self.neighbors.send_front('retrieve:*')
def _retrieve(self, data, sock):
"""Send data requested to previous server
If next server doesn't have data, then remove
data = retrieve:key"""
_, find_key = data.split(':')
# Wildcard
if find_key == '*':
res = []
self.data_lock.acquire()
for key, value in self.data.iteritems():
if not self.belongs_here(key):
req = 'add:{}:{}:1:{}'.format(value[0], value[1],
self.hash)
threading.Thread(target=send_request,
args=(self.neighbors.back_port,
req)).start()
if self.neighbors.send_front('retrieve:' +
key) == 'None:None':
res.append(key)
for key in res:
del self.data[key]
self.message_queues[sock].put('Done')
self.data_lock.release()
# Single retrieval
else:
self.data_lock.acquire()
key, value = self.data.get(find_key, (None, None))
if key is not None:
if self.neighbors.send_front('retrieve:' +
find_key) == 'None:None':
del self.data[find_key]
self.data_lock.release()
self.message_queues[sock].put('{}:{}'.format(key, value))
def _update_my_front(self, data, sock):
"""Updates front neighbor
data = next:port:hash"""
_, front_port, front_hash = data.split(':')
self.neighbors.update_front(front_hash, int(front_port))
self.message_queues[sock].put(self.host + ': Connection granted...')
def _update_my_back(self, data, sock):
"""Updates back neighbor
data = prev:port:hash"""
_, back_port, back_hash = data.split(':')
self.neighbors.update_back(back_hash, int(back_port))
self.message_queues[sock].put(self.host + ': Connection granted...')
def belongs_here(self, key):
"""Decides whether a certain hash belongs in this server"""
return (self.neighbors.back_hash < key <= self.hash) or \
(key <= self.hash <= self.neighbors.back_hash) or \
(self.hash <= self.neighbors.back_hash <= key)
def _join(self, data, sock):
"""Command he receives to determine where a new server belongs
data = join:hash"""
_, key_hash = data.split(':')
if self.belongs_here(key_hash):
message = self.neighbors.get_back() + ':' + str(
self.port) + ':' + self.hash
logging.debug('Join complete')
else:
message = self.neighbors.send_front(data)
self.message_queues[sock].put(message)
def _depart(self, data, sock, forward=True):
"""Function to gracefully depart the DHT
If forward=False, then the DHT is shutting down
and we don't need to move the data
data = depart"""
if forward:
self.send_data_forward()
self.neighbors.send_back('next:{}:{}'.format(
self.neighbors.front_port, self.neighbors.front_hash))
self.neighbors.send_front('prev:{}:{}'.format(
self.neighbors.back_port, self.neighbors.back_hash))
send_request(self.m_port, 'depart')
self.close = True
self.message_queues[sock].put('Done...Bye Bye')
logging.debug('DEPART COMPLETED')
def send_data_forward(self):
"""In case of departing, sends all stored data to the next server"""
self.data_lock.acquire()
for key, value in self.data.itervalues():
self.neighbors.send_front('add:{}:{}:1:{}'.format(
key, value, self.hash))
self.data_lock.release()
def _bye(self, data, sock):
"""DHT is shutting down
data = bye"""
self._depart(data, sock, forward=False)
t = threading.Thread(target=send_request,
args=(
self.neighbors.front_port,
'bye',
))
t.start()
def _add_data(self, data, sock):
"""Someone in the back of us wants to add
more replicas of what they sent me
If I already have it, then push it forward
data = add:key:value:copies:host"""
_, key, value, copies, host = data.split(':')
logging.debug('Host: {}, add: {}'.format(self.host, value))
# No more replicas to add or circle
if (copies == '0') or (host == self.hash):
self.message_queues[sock].put(value)
else:
key_hash = sha1(key).hexdigest()
self.data_lock.acquire()
# Aleady have it
if self.data.get(key_hash, None) != (key, value):
self.data[key_hash] = (key, value)
copies = str(int(copies) - 1)
self.data_lock.release()
if copies == '0':
self.message_queues[sock].put(value)
else:
self.message_queues[sock].put(
self.neighbors.send_front('add:{}:{}:{}:{}'.format(
key, value, copies, host)))
def _insert(self, data, sock):
"""A new (key, value) pair is inserted
If it doesn't belong to us, send it forward
Otherwise add replication-1
data = insert:key:value"""
_, key, value = data.split(':')
key_hash = sha1(key).hexdigest()
logging.debug('Host: {}, insert: {}'.format(self.host, key))
self.data_lock.acquire()
if self.data.get(key_hash, (None, None))[1] == value:
self.data_lock.release()
elif self.belongs_here(key_hash):
self.data[key_hash] = (key, value)
self.data_lock.release()
self.message_queues[sock].put(
self.neighbors.send_front('add:{}:{}:{}:{}'.format(
key, value, self.replication - 1, self.hash)))
else:
self.data_lock.release()
self.message_queues[sock].put(self.neighbors.send_front(data))
def _delete(self, data, sock):
"""Deletes key, value
Same as insert
data = delete:key"""
_, key = data.split(':')
key_hash = sha1(key).hexdigest()
logging.debug('Host: {}, delete: {}'.format(self.host, key))
if self.belongs_here(key_hash):
self.data_lock.acquire()
answer = self.data.pop(key_hash, (None, None))
self.data_lock.release()
if answer[0] is not None:
self.neighbors.send_front('remove:{}'.format(key))
self.message_queues[sock].put('{}:{}'.format(*answer))
else:
self.neighbors.send_front(data)
self.message_queues[sock].put('Done')
def _remove(self, data, sock):
"""Removes key, same as add
data = remove:key"""
_, key = data.split(':')
key_hash = sha1(key).hexdigest()
self.data_lock.acquire()
answer = self.data.pop(key_hash, (None, None))
self.data_lock.release()
if answer[0] is not None:
self.neighbors.send_front('remove:{}'.format(key))
self.message_queues[sock].put('{}:{}'.format(*answer))
def _query(self, data, sock):
"""Searches for a key
data = 'query:copies:hostkey"""
_, copies, host, song = data.split(':')
key = sha1(song).hexdigest()
self.data_lock.acquire()
value = self.data.get(key, None)
self.data_lock.release()
# Message has passed through the server it belongs
if copies != '-1':
# Last replica
if int(copies) > 1:
logging.debug('{} Passing forward query:{}:{}'.format(
self.host, song, value))
copies = str(int(copies) - 1)
self.message_queues[sock].put(
self.neighbors.send_front('query:{}:{}:{}'.format(
copies, host, song)))
# Not last replica, move forward
else:
logging.debug('{} Last copy query:{}:{}'.format(
self.host, song, value))
self.message_queues[sock].put('{}:{}'.format(song, value))
elif self.belongs_here(key):
logging.debug('{} Belongs query:{}:{}'.format(
self.host, song, value))
if self.replication > 1:
logging.debug('{} Passing forward query:{}:{}'.format(
self.host, song, value))
copies = str(self.replication - 1)
self.message_queues[sock].put(
self.neighbors.send_front('query:{}:{}:{}'.format(
copies, host, song)))
# Only replica
else:
logging.debug('Only copy query:{}:{}'.format(song, value))
self.message_queues[sock].put('{}:{}'.format(song, value))
else:
logging.debug('{} Passing forward query:{}:{}'.format(
self.host, song, value))
answer = self.neighbors.send_front('query:{}:{}:{}'.format(
copies, host, song))
self.message_queues[sock].put(answer)
def _print_my_data(self, data, sock):
"""Prints my data and forwards the message
data = print_my_data:hash"""
_, host_hash = data.split(':')
if host_hash != self.hash:
self.data_lock.acquire()
print self.host, [value for value in self.data.itervalues()]
self.data_lock.release()
self.message_queues[sock].put(self.neighbors.send_front(data))
else:
self.message_queues[sock].put('Done')
def _print_all_data(self, data, sock):
"""Starts data printing of all servers
data = print_all_data"""
self.data_lock.acquire()
print self.host, [value for value in self.data.itervalues()]
self.data_lock.release()
if self.neighbors.front_hash != self.hash:
self.message_queues[sock].put(
self.neighbors.send_front('print_my_data:' + self.hash))
else:
self.message_queues[sock].put('Done')
def _quit(self, data, sock):
"""Quits"""
self.message_queues[sock].put('CLOSE MAN')
def _reply(self, data, sock):
"""Bad Request"""
self.message_queues[sock].put('Server cant support this operation')
def _connection(self):
"""Main function to serve a connection"""
try:
conn, _ = self.sock.accept()
except socket.timeout:
pass
else:
self.message_queues[conn] = Queue.Queue()
self.thread_list.append(
threading.Thread(target=self.clientthread, args=(conn, )))
self.thread_list[-1].start()
def clientthread(self, sock):
"""A thread executes the command"""
while True:
try:
data = sock.recv(1024)
if not data:
break
else:
fun = self.operations.get(data.split(':')[0], self._reply)
fun(data, sock)
except socket.error:
logging.error('Data recv failed')
break
else:
try:
new_msg = self.message_queues[sock].get_nowait()
except Queue.Empty:
pass
else:
sock.send(new_msg)
if new_msg == 'CLOSE MAN':
del self.message_queues[sock]
sock.close()
return
def accept_connection(self):
"""Main loop"""
while True:
self._connection()
if self.close:
logging.debug('CLOSEEEEEEEEEEEEEEE')
time.sleep(2)
return
def get_port(self):
"""Returns port"""
return self.port
def get_host(self):
"""Returns host"""
return self.host
def get_sock(self):
"""Returns socket"""
return self.sock
def __init__(self, graph):
self.alist = {}
for v in graph.vertices:
self.alist[v] = Neighbors.get(v, graph.edges)
text=p[0] + ": ",
bg="#63a4ff",
font=("Helvetica", 14, "bold"))
name.grid(row=r, column=0)
if p[0] == "Sito Web":
value = tk.Label(frmlbl, text=p[1], cursor="hand2")
value.grid(row=r, column=1)
value.bind("<Button-2>", lambda e: callback(site))
print(p[1])
else:
value = tk.Label(frmlbl, text=p[1], font=("Helvetica", 14))
value.grid(row=r, column=1)
r += 1
nn = Neighbors()
vicini = nn.getAllUri(monumento.uri)
mon1 = Info('', vicini[0])
#print(vicini[0])
mon2 = Info('', vicini[1])
#print(vicini[1])
mon3 = Info('', vicini[2])
#print(vicini[2])
site1 = mon1.getWiki() or mon1.getWebsite()
site2 = mon2.getWiki() or mon2.getWebsite()
site3 = mon3.getWiki() or mon3.getWebsite()
geo1 = mon1.getGeolocation()
map1 = f"https://maps.google.com/maps?q={geo1[0]},{geo1[1]}&hl=es;z=14&output=embed"
from dataset import Dataset
from neighbors import Neighbors
from myModel import MyModel
path = "monumenti"
dataset = Dataset(path,3,3)
myModel = MyModel(train=dataset.getTrainImage(),val=dataset.getTestImage(),epochs=20)
myModel.compileModel()
myModel.fitModel()
scores = myModel.evaluateModel()
print("%s: %.2f%%" % (myModel.getModel().metrics_names[1], scores[1] * 100))
myModel.getModel().save('modello/mymodel.h5')
nn = Neighbors()
nn.refreshCSV()
