def __init__(self, tenancy_name):
self.identity = Identity(tenancy_name)
self.config = self.identity.config
self.tenancy_id = self.config["tenancy"]
self.report = ReportNetwork(tenancy_name)
self.compute_client = oci.core.ComputeClient(self.config)
self.block_storage_client = oci.core.BlockstorageClient(self.config)
self.object_storage_client = oci.object_storage.ObjectStorageClient(self.config)
self.instances = list()
self.boot_volumes = list()
self.block_volumes = list()
self.buckets = list()
self.objects = list()
self.compartments = self.identity.compartments
self.block_volume_attachments = list()
self.boot_volume_attachments = list()
self.set_buckets()
self.set_total_volumes()
self.set_total_boot_volumes()
self.set_total_volume_attachments()
self.set_total_boot_volume_attachments()
self.initialize_connector()
def __init__(self, room, beg, end, map) :
self.coordinates = []
self.coordinates.append(Identity("coordinates",'X',beg.x,beg.y,1,1))
tmp_x = tmp_y = -1
while (not self.coordinates[len(self.coordinates) - 1].isIn(end)):
last = self.coordinates[ len( self.coordinates ) - 1]
r = random.randint(0, 1)
r2 = random.uniform(0, 10)
if r == 0 :
if r2 < 7 :
tmp_x = last.x + 1 * self.sign(end.x-tmp_x)
else :
tmp_x = last.x - 1 * self.sign(end.x - tmp_x)
tmp_y = last.y
else :
if r2 < 7 :
tmp_y = last.y + 1 * self.sign(end.y - tmp_y)
else :
tmp_y = last.y - 1 * self.sign(end.y - tmp_y)
tmp_x = last.x
new = Identity ("coordinates", 'X', tmp_x, tmp_y, 1, 1)
print len(self.coordinates), new, beg, end, new.isInList(room)
if (not new.isInList(room) or new.isIn(end)):
self.coordinates.append( Identity ( "coordinates", 'X', tmp_x, tmp_y, 1, 1))
def __init__(self, TNode=None):
self.__NodeWeight = SharedCounter.WEIGHT_START
self.__NodeInput = None
self.__Bais = random.uniform( SharedCounter.INITIAL_BAIS, SharedCounter.alpha)
self.TNode = TNode
self.LocalMax_Index = 0
self.LocalMin_Index = 0
self.LocalMax_Activation = 0
self.LocalMin_Activation = 1
Properties.__init__(self)
Identity.__init__(self)
class Report:
def __init__(self, tenancy_name):
self.identity = Identity(tenancy_name)
self.fingerprint = self.identity.fingerprint
self.private_path = self.identity.key_file
self.tenancy_id = self.identity.compartment_id
self.admin_id = self.identity.admin_user_id
self.report = dict()
self.user = User()
self.report["local"] = list()
self.report["service"] = list()
self.report["inValid"] = list()
self.report["localWithoutMFA"] = list()
self.report_local()
self.report_service()
self.report_invalid()
self.local_without_MFA()
# self.export_json()
def local_without_MFA(self):
temp = self.identity.get_local_users()
for t in temp:
if (not self.user.is_user_mfa(self.private_path, self.tenancy_id,
self.admin_id, t.id,
self.fingerprint)):
temp2 = {"name": t.name, "user_id": t.id}
self.report["localWithoutMFA"].append(temp2)
def report_local(self):
temp = self.identity.get_local_users()
for t in temp:
temp2 = {"name": t.name, "user_id": t.id}
self.report["local"].append(temp2)
def report_service(self):
temp = self.identity.get_service_users()
for t in temp:
temp2 = {"name": t.name, "user_id": t.id}
self.report["service"].append(temp2)
def report_invalid(self):
temp = self.identity.get_invalid_users()
for t in temp:
temp2 = {"name": t.name, "user_id": t.id}
self.report["inValid"].append(temp2)
def export_json(self):
with open('result.json', 'w') as fp:
json.dump(self.report,
fp,
ensure_ascii=False,
indent=2,
sort_keys=True)
def __init__(self, **kwargs):
Identity.__init__(self)
Container.__init__(self)
NodeGraph.__init__(self)
Position.__init__(self)
self.NumTNode = kwargs.get('NumTNode')
self.pass_counter = 1
attr = SharedCounter.Counter
for _ in range(attr, self.NumTNode + 1): # For all tensors
newTensor = TNode(layer=self) # Create a new instance of tensor
self.add(newTensor) # add tensor in Container
def __init__(self, **kwargs):
'''Pass NumLayer=?,NumTensor=?'''
Identity.__init__(self)
Container.__init__(self)
Position.__init__(self)
self.NumLayers = kwargs.get('NumLayer')
self.NumTensor = kwargs.get('NumTensor')
self._Data = None
# Model Initilization by private functions
self.__InitLayers()
self.__ConnectLayers()
self.__ConnectTensors()
self.__ConnectWeightsOfTensor()
def Jacobi(matrix, target, iteration=5):
"""
iterate throught the jacobi method to solve the system
"""
Id = Identity(len(matrix.matrix))
#exctract the Diagonal from the matrix
Diag = []
for i in range(len(matrix.matrix)):
line = []
for j in range(len(matrix.matrix)):
if i == j:
line.append(matrix.matrix[i][j])
else:
line.append(R(0))
Diag.append(line)
Diag = Matrix.Matrix(Diag)
inv_diag = Diag.reverse_diag()
X_k = []
for i in range(len(matrix.matrix)):
X_k.append([0])
X_k = Matrix.Matrix(X_k)
for i in range(iteration):
print(i)
X_k = ((Id - inv_diag * matrix) * X_k) + (inv_diag * target)
# (I - D^-1 * A) * X_k + D^-1 * Y
#erreur potentielle de calcul, ou systeme insolvable.
print(X_k)
return (X_k)
def __init__(self, tenancy_name):
self.identity = Identity(tenancy_name)
self.fingerprint = self.identity.fingerprint
self.private_path = self.identity.key_file
self.tenancy_id = self.identity.compartment_id
self.admin_id = self.identity.admin_user_id
self.report = dict()
self.user = User()
self.report["local"] = list()
self.report["service"] = list()
self.report["inValid"] = list()
self.report["localWithoutMFA"] = list()
self.report_local()
self.report_service()
self.report_invalid()
self.local_without_MFA()
def __init__(self, layer=None):
#id class
Identity.__init__(self)
#A wraped graph instance
NodeGraph.__init__(self)
#A position identifier
Position.__init__(self)
#A wraped weight dictionary
WeightDict.__init__(self)
#Node input class
_Activation.__init__(self, SharedCounter.INITIAL_ACTIVATION)
#Node Bais class
_Bais.__init__(self, SharedCounter.INITIAL_BAIS)
#Activation function , set at time of model init.
_ActivationFn.__init__(self)
#properties for each tnode, for different optimizing algorithms.
Properties.__init__(self)
self.Layer = layer
def shortcut(self, nInputPlane, nOutputPlane, stride):
useConv = self.shortcutType == 'C' or (self.shortcutType == 'B' and nInputPlane != nOutputPlane)
if useConv:
# 1x1 convolution
return nn.Sequential(
Convolution(nInputPlane, nOutputPlane, kernel_size = (1, 1), stride = stride, bias = False),
SBatchNorm(nOutputPlane)
)
elif nInputPlane != nOutputPlane:
# Strided, zero-padded identity shortcut
return nn.Sequential(
nn.SpatialAveragePooling(1, 1, stride, stride),
Concat(1, [
Identity(),
nn.MulConstant(0)
])
)
else:
return Identity()
def __init__(self, tenancy_name):
self.identity = Identity(tenancy_name)
self.config = self.identity.config
self.network_client = oci.core.VirtualNetworkClient(self.config)
self.compartments = self.identity.compartments
self.vcns = list()
self.subnets = list()
self.security_lists = list()
self.vulnerable_security_lists = list()
self.initialize()
def __init__(self, tenancy_name):
self.instances = list()
self.vnic_attachments = list()
self.vnics = list()
self.active_vnic_attachments = list()
self.identity = Identity(tenancy_name)
self.config = self.identity.config
self.compute_client = oci.core.ComputeClient(self.config)
self.network_client = oci.core.VirtualNetworkClient(self.config)
self.initialize()
def makeModel():
# recHitsModel will be an nn.Sequential module
recHitsModel = rechitmodelutils.makeRecHitsModel(nstates[:2], filtsize, poolsize)
# create input 'networks' for additional variables (such as track isolation variables)
# taking the global variable additionalVars specified in a dataset file or modified
# on the command line
# TODO: could use a single input layer for the additional variables
# instead of individual ones
from Identity import Identity
from ParallelTable import ParallelTable
from JoinTable import JoinTable
#----------
# combine nn output from convolutional layers for
# rechits with track isolation variables
#----------
layers = []
layers.append(ParallelTable( [ recHitsModel, Identity() ] ))
layers.append(JoinTable(1))
#----------
# common output part
#----------
# to print the shape at this point
# layers.append(PrintLayer())
layers.append(nn.Linear(320 + len(additionalVars), nstates[2]))
nn.init.xavier_uniform(layers[-1].weight.data)
layers.append(nn.ReLU())
# output
layers.append(nn.Linear(nstates[2], 1))
nn.init.xavier_uniform(layers[-1].weight.data)
# TODO: we could use logits instead (also requires
# different loss function)
layers.append(nn.Sigmoid())
result = nn.Sequential(*layers)
return result
def getIdentityByUUID(self, uuid):
"""API request to get an identity based on its uuid
Arguments:
uuid {[string]} -- [unique identifier for an identity, associated with Amazon Rekognition]
Returns:
[Identity] -- [The identity labeled with the given uuid]
"""
self.getTokens()
api_url = '{0}identities/uuid/{1}'.format(self.api_url_base, uuid)
response = self.session.get(api_url)
if response.status_code != 200:
if response.status_code != 404:
raise APIError(response.status_code)
else:
raise APIErrorNotFound(response.status_code)
loaded_json = json.loads(response.text)
foundIdentity = Identity(loaded_json.get('firstname'), loaded_json.get('lastname'),
loaded_json.get('mail'), loaded_json.get('uuid'), loaded_json.get('id'))
return foundIdentity
def lower(matrix):
#pas fini
nb_line = len(matrix.matrix)
En = Identity(nb_line)
for k in range(nb_line - 1): #E_{n-1} ... E_{1}
#Create empty matrix
E = []
for i in range(nb_line):
E.append([])
#Create E_{n}^{-1} matrix
for column in range(nb_line):
for line in range(nb_line):
if column == line: #in the diagonal
E[line].append(R(1))
elif k == column and column < line:
E[line].append(matrix[line][k] / matrix[k][k])
else:
E[line].append(R(0))
E = Matrix.Matrix(E)
En = En * E
#---------------------
#multiply matrix by E
#---------------------
E = E.matrix
#Create E_{n}^{-1} matrix
for column in range(nb_line):
for line in range(nb_line):
if column == line: #in the diagonal
pass
else:
E[column][line] = R(0) - E[column][line]
#AFAIRE ! matrix deviens matrix * E_{n}
E = Matrix.Matrix(E)
matrix = E * matrix
#-------------------------
return En
def postIdentity(self, identity):
"""API request to post a new Identity on the WiFace API
Arguments:
identity {[Identity]} -- [identity to post]
Raises:
APIError: [request error]
Returns:
[Identity] -- [Identity created on the server]
"""
self.getTokens()
api_url = '{0}identities'.format(self.api_url_base)
identity_json = {'firstname': identity.firstname,
'lastname': identity.lastname, 'mail': identity.mail, 'uuid': identity.uuid}
response = self.session.post(api_url, json=identity_json)
if response.status_code != 201:
raise APIError(response.status_code)
loaded_json = json.loads(response.text)
identity = Identity(loaded_json.get('firstname'), loaded_json.get('lastname'),
loaded_json.get('mail'), loaded_json.get('uuid'), loaded_json.get('id'))
return identity
class Count:
def __init__(self, tenancy_name):
self.identity = Identity(tenancy_name)
self.config = self.identity.config
self.tenancy_id = self.config["tenancy"]
self.report = ReportNetwork(tenancy_name)
self.compute_client = oci.core.ComputeClient(self.config)
self.block_storage_client = oci.core.BlockstorageClient(self.config)
self.object_storage_client = oci.object_storage.ObjectStorageClient(self.config)
self.instances = list()
self.boot_volumes = list()
self.block_volumes = list()
self.buckets = list()
self.objects = list()
self.compartments = self.identity.compartments
self.block_volume_attachments = list()
self.boot_volume_attachments = list()
self.set_buckets()
self.set_total_volumes()
self.set_total_boot_volumes()
self.set_total_volume_attachments()
self.set_total_boot_volume_attachments()
self.initialize_connector()
def initialize_connector(self):
self.connections = mysql.connector.MySQLConnection(host= '150.136.145.149',
user= '******',
password= '******',
database= 'cloudautomation',
port= '1521',
autocommit=True)
def get_boot_volume_attachment_from_boot_volume(self, boot_volume_id):
"""Get VCN details from vcn_id"""
try:
return [boot_volume_attachment
for boot_volume_attachment in self.boot_volume_attachments
if boot_volume_attachment.boot_volume_id == boot_volume_id][0]
except:
return False
def get_block_volume_attachment_from_block_volume(self, block_volume_id):
"""Get VCN details from vcn_id"""
try:
return [block_volume_attachment
for block_volume_attachment in self.block_volume_attachments
if block_volume_attachment.volume_id == block_volume_id][0]
except:
return False
def update_subnet(self):
for compartment in self.compartments:
for vcn in self.report.network.get_vcns(compartment.id):
for subnet in self.report.network.get_subnets(compartment.id, vcn.id):
mycursor = self.connections.cursor()
sql = [datetime.date.today().strftime("%Y-%m-%d"),
self.tenancy_id,subnet.id ,
subnet.display_name,
"subnet",
subnet.cidr_block,
subnet.availability_domain,
subnet.prohibit_public_ip_on_vnic,
subnet.vcn_id
]
mycursor.callproc('addnetworkresources',sql)
def update_volume(self):
for boot in self.boot_volumes:
attached_instance = ""
instance_id = ""
if self.get_boot_volume_attachment_from_boot_volume(boot.id):
boot_attachment = self.get_boot_volume_attachment_from_boot_volume(boot.id)
instance_id = boot_attachment.instance_id
attached_instance = self.report.computeObj.get_instance(instance_id).display_name
compartment_name = self.identity.get_compartment_path_name(boot.compartment_id)
mycursor = self.connections.cursor()
sql = [datetime.date.today().strftime("%Y-%m-%d"),
self.tenancy_id,
'bootVolume',
boot.id,
boot.size_in_gbs,
attached_instance,
instance_id,
compartment_name,
boot.display_name]
mycursor.callproc('addVolume',sql)
for block in self.block_volumes:
attached_instance = ""
instance_id = ""
if self.get_block_volume_attachment_from_block_volume(block.id):
block_attachment = self.get_block_volume_attachment_from_block_volume(block.id)
instance_id = block_attachment.instance_id
attached_instance = self.report.computeObj.get_instance(instance_id).display_name
compartment_name = self.identity.get_compartment_path_name(block.compartment_id)
mycursor = self.connections.cursor()
sql = [datetime.date.today().strftime("%Y-%m-%d"),
self.tenancy_id,
'block',
block.id,
block.size_in_gbs,
attached_instance,
instance_id,
compartment_name,
block.display_name]
mycursor.callproc('addVolume',sql)
self.connections.close()
def get_compute_instances(self, compartment_id):
return oci.pagination.list_call_get_all_results(self.compute_client.list_instances,compartment_id, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def update_compute(self):
for vnic_attachment in self.report.computeObj.active_vnic_attachments:
subnet = self.report.network.get_subnet(vnic_attachment.subnet_id)
instance = self.report.computeObj.get_instance(vnic_attachment.instance_id)
try:
image = self.report.computeObj.compute_client.get_image(instance.image_id).data.display_name
except:
image = "Error image"
vcn = self.report.network.get_vcn(subnet.vcn_id)
if instance.compartment_id == self.report.network.identity.compartment_id:
compartment_name = "Root"
else:
compartment_name = [
compartment.name
for compartment in self.compartments
if compartment.id == instance.compartment_id
][0]
mycursor = self.connections.cursor()
sql = [datetime.date.today().strftime("%Y-%m-%d"),
self.tenancy_id,instance.id ,
instance.display_name,
instance.region,
instance.availability_domain,
instance.shape,
instance.time_created,
vcn.id,
vcn.display_name,
image,
self.report.computeObj.get_vnic(vnic_attachment.vnic_id).public_ip,
self.report.computeObj.get_vnic(vnic_attachment.vnic_id).private_ip,
instance.compartment_id,
compartment_name,
vnic_attachment.vnic_id,
vnic_attachment.subnet_id,
"",
"",
""
]
mycursor.callproc('addCompute',sql)
# self.connections.close()
def update_vcns(self):
for compartment in self.identity.compartments:
for vcn in self.report.network.get_vcns(compartment.id):
mycursor = self.connections.cursor()
sql = [datetime.date.today().strftime("%Y-%m-%d"),
self.tenancy_id,vcn.id ,
vcn.display_name,
vcn.cidr_block,
vcn.compartment_id,
compartment.name
]
mycursor.callproc('addvcn',sql)
# self.connections.close()
def set_total_vms(self):
for i in self.identity.compartments:
for j in self.get_compute_instances(i.id):
self.instances.append(j)
for j in self.get_compute_instances(self.identity.compartment_id):
self.instances.append(j)
def get_total_vms(self):
return self.instances
def get_boot_volumes(self, availability_domain, compartment_id):
return oci.pagination.list_call_get_all_results(self.block_storage_client.list_boot_volumes, availability_domain, compartment_id, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def set_total_boot_volumes(self):
for i in self.identity.availability_domains:
for j in self.identity.compartments:
for k in self.get_boot_volumes(i.name, j.id):
self.boot_volumes.append(k)
for i in self.identity.availability_domains:
for k in self.get_boot_volumes(i.name, self.identity.compartment_id):
self.boot_volumes.append(k)
def get_total_boot_volumes(self):
return self.boot_volumes
def get_volumes(self, compartment_id):
return oci.pagination.list_call_get_all_results(self.block_storage_client.list_volumes, compartment_id, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def set_total_volumes(self):
for j in self.identity.compartments:
for k in self.get_volumes(j.id):
self.block_volumes.append(k)
for k in self.get_volumes(self.identity.compartment_id):
self.block_volumes.append(k)
def get_total_volumes(self):
return self.block_volumes
def get_volume_attachments(self, compartment_id):
return oci.pagination.list_call_get_all_results(self.compute_client.list_volume_attachments, compartment_id, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def set_total_volume_attachments(self):
for j in self.identity.compartments:
for k in self.get_volume_attachments(j.id):
self.block_volume_attachments.append(k)
for k in self.get_volume_attachments(self.identity.compartment_id):
self.block_volume_attachments.append(k)
def get_total_volume_attachments(self):
return self.block_volume_attachments
def get_boot_volume_attachments(self,availability_domain, compartment_id):
return oci.pagination.list_call_get_all_results(self.compute_client.list_boot_volume_attachments,availability_domain, compartment_id, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def set_total_boot_volume_attachments(self):
for i in self.identity.availability_domains:
for j in self.identity.compartments:
for k in self.get_boot_volume_attachments(i.name,j.id):
self.boot_volume_attachments.append(k)
for i in self.identity.availability_domains:
for k in self.get_boot_volume_attachments(i.name, self.identity.compartment_id):
self.boot_volume_attachments.append(k)
def get_total_boot_volume_attachments(self):
return self.boot_volume_attachments
def get_total_compartments(self):
return self.compartments
def list_buckets(self, namespace_name, compartment_id):
return oci.pagination.list_call_get_all_results(self.object_storage_client.list_buckets, namespace_name, compartment_id, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def list_objects(self, namespace_name, bucket_name):
return oci.pagination.list_call_get_all_results(self.object_storage_client.list_objects, namespace_name, bucket_name, retry_strategy=oci.retry.DEFAULT_RETRY_STRATEGY).data
def set_buckets(self):
for j in self.identity.compartments:
for i in self.list_buckets("orasenatdhubsred01", j.id):
self.buckets.append(i)
for i in self.list_buckets("orasenatdhubsred01", self.identity.compartment_id):
self.buckets.append(i)
def update_objects(self):
for j in self.buckets:
self.connections = mysql.connector.MySQLConnection(host= '150.136.145.149',
user= '******',
password= '******',
database= 'cloudautomation',
port= '1521',
autocommit=True)
object = self.object_storage_client.get_bucket("orasenatdhubsred01", j.name).data
compartment_name = self.identity.get_compartment_path_name(object.compartment_id)
is_public = 1
if object.public_access_type== "NoPublicAccess":
is_public = 0
# print(object)
mycursor = self.connections.cursor()
sql = [datetime.date.today().strftime("%Y-%m-%d"),
object.name,
len(self.list_objects("orasenatdhubsred01", j.name).objects),
object.approximate_size,
object.time_created,
object.storage_tier,
is_public,
compartment_name,
self.tenancy_id
]
mycursor.callproc('add_object_storage',sql)
self.connections.close()
def __init__ ( self, x, y, size_x, size_y) : Identity.__init__(self, "Room",'.', x, y, size_x, size_y) self.nbDoor = random.randint(1, 3) self.door = [] self.generateDoors()
def __init__( self, type, character, x, y, nbLife) : Identity.__init__(self, type, character, x, y, 1, 1) self.nbLife = nbLife
def refillIdentityPool(self):
for i in range(IdentityProvider.BASE_IDENTITY_SIZE):
self.identityPool.add(Identity(choice(UserAgentsFirefox.list)))
def __init__( self, x , y) : Identity.__init__(self, "Door", '+',x, y, 1, 1) self.isConnected = False
def __init__(self, sz_x, sz_y): Identity.__init__(self, "Map", ' ', 0, 0, sz_x, sz_y) self.room = [] self.corridor = []