def _create_container_group(self, resource_group_name,
name,
location,
image,
memory,
cpu,
algorithm,
asset,
input_mount_point,
output_moint_point,
account_name,
account_key,
share_name_input,
share_name_output):
# setup default values
result_file = 'result-' + str(int(time.time()))
command = ['python', input_mount_point + '/' + algorithm, input_mount_point + '/' + asset,
output_moint_point + '/' + result_file]
environment_variables = None
az_file_input = AzureFileVolume(share_name=share_name_input,
storage_account_name=account_name,
storage_account_key=account_key,
)
az_file_output = AzureFileVolume(share_name=share_name_output,
storage_account_name=account_name,
storage_account_key=account_key,
)
volume = [Volume(name=share_name_input, azure_file=az_file_input),
Volume(name=share_name_output, azure_file=az_file_output)]
volume_mount = [VolumeMount(name=share_name_input, mount_path=input_mount_point),
VolumeMount(name=share_name_output, mount_path=output_moint_point)]
# set memory and cpu
container_resource_requests = ResourceRequests(memory_in_gb=memory, cpu=cpu)
container_resource_requirements = ResourceRequirements(requests=container_resource_requests)
container = Container(name=name,
image=image,
resources=container_resource_requirements,
command=command,
environment_variables=environment_variables,
volume_mounts=volume_mount,
)
# defaults for container group
cgroup_os_type = OperatingSystemTypes.linux
cgroup = ContainerGroup(location=location,
containers=[container],
os_type=cgroup_os_type,
restart_policy=ContainerGroupRestartPolicy.never,
volumes=volume,
)
self.client.container_groups.create_or_update(resource_group_name, name, cgroup)
return result_file
def create_container_group(az_conf, client, resource_group_name, name, location, image, memory, cpu):
# Start new containers
# setup default values
port = 80
container_resource_requirements = None
command = None
environment_variables = None
volume_mount = [VolumeMount(name='config', mount_path='/mnt/conf'),VolumeMount(name='data', mount_path='/mnt/data')]
# data_volume_mount = [VolumeMount(name='data', mount_path='/mnt/data')]
# set memory and cpu
container_resource_requests = ResourceRequests(memory_in_gb = memory, cpu = cpu)
container_resource_requirements = ResourceRequirements(requests = container_resource_requests)
az_config_file_volume = AzureFileVolume(share_name='config',
storage_account_name=az_conf['storage_account_name'],
storage_account_key=az_conf['storage_account_key'])
az_data_file_volume = AzureFileVolume(share_name='data',
storage_account_name=az_conf['storage_account_name'],
storage_account_key=az_conf['storage_account_key'])
#volume_mount = VolumeMount(name='config', mount_path='/mnt/config')
volumes = [Volume(name='config', azure_file=az_config_file_volume),Volume(name='data', azure_file=az_data_file_volume)]
container = Container(name = name,
image = image,
resources = container_resource_requirements,
command = command,
ports = [ContainerPort(port=port)],
environment_variables = environment_variables,
volume_mounts = volume_mount)
# defaults for container group
cgroup_os_type = OperatingSystemTypes.linux
cgroup_restart_policy = ContainerGroupRestartPolicy.never
image_registry_credential = ImageRegistryCredential(server=az_conf['container_registry'],
username=az_conf['container_registry_user'],
password=az_conf['container_registry_pwd'])
cgroup = ContainerGroup(location = location,
containers = [container],
os_type = cgroup_os_type,
image_registry_credentials = [image_registry_credential],
restart_policy = cgroup_restart_policy,
volumes = volumes)
toto = client.container_groups.create_or_update(resource_group_name, name, cgroup)
#print(toto.containers)
"""
def _create_azure_file_volume(azure_file_volume_share_name,
azure_file_volume_account_name,
azure_file_volume_account_key):
"""Create Azure File volume. """
azure_file_volume = None
if azure_file_volume_share_name:
if not azure_file_volume_account_name:
raise CLIError(
'Please specify --azure-file-volume-account-name in order to use Azure File volume.'
)
if not azure_file_volume_account_key:
try:
azure_file_volume_account_key = prompt_pass(
msg='Azure File storage account key: ')
except NoTTYException:
raise CLIError(
'Please specify --azure-file-volume-account-key in order to use Azure File volume.'
)
azure_file_volume = AzureFileVolume(
share_name=azure_file_volume_share_name,
storage_account_name=azure_file_volume_account_name,
storage_account_key=azure_file_volume_account_key)
return Volume(name=AZURE_FILE_VOLUME_NAME,
azure_file=azure_file_volume) if azure_file_volume else None
def get_file_volume(self, mount_name, share_name,
storage_account_name, read_only=False):
return Volume(name=mount_name,
azure_file=AzureFileVolume(share_name=share_name,
storage_account_name=storage_account_name,
read_only=read_only,
storage_account_key=self.get_storagekey()))
def create_container(name, image, pr_number, user_id, resource_group, port=None, location='westus'):
from azure.mgmt.containerinstance.models import (ContainerGroup, Container, ContainerPort, Port, IpAddress,
ImageRegistryCredential, ResourceRequirements, ResourceRequests,
ContainerGroupNetworkProtocol, OperatingSystemTypes, EnvironmentVariable,
Volume, AzureFileVolume, VolumeMount)
from random import randint
import secrets
pr_number = str(pr_number)
if port is None:
port = randint(1000, 65000)
instance_token = secrets.token_urlsafe(256)
environment_variables = [EnvironmentVariable('PR_NUM', pr_number),
EnvironmentVariable('PORT', port),
EnvironmentVariable('INSTANCE_TOKEN', instance_token)]
tags = {'userId': user_id, 'prNumber': pr_number}
container_resource_requests = ResourceRequests(memory_in_gb='1.5', cpu='1')
container_resource_requirements = ResourceRequirements(requests=container_resource_requests)
container = Container(name=name,
image=image,
resources=container_resource_requirements,
ports=[ContainerPort(port=port)],
environment_variables=environment_variables,
volume_mounts=[VolumeMount('volume1', '/cert', read_only=True)])
cgroup_ip_address = IpAddress(ports=[Port(protocol=ContainerGroupNetworkProtocol.tcp, port=port)])
cgroup_os_type = OperatingSystemTypes.linux
afv = AzureFileVolume(SHARE_NAME, SHARE_STORAGE_ACCOUNT_NAME, read_only=True, storage_account_key=SHARE_STORAGE_ACCOUNT_KEY)
cgroup = ContainerGroup(location=location,
containers=[container],
os_type=cgroup_os_type,
ip_address=cgroup_ip_address,
tags=tags,
volumes=[Volume('volume1', afv)])
return get_aci_client().container_groups.create_or_update(resource_group, name, cgroup)
def _create_container_group(client, resource_group_name, name, location, image,
memory, cpu, volumes):
# Start new containers
# setup default values
port = 80
container_resource_requirements = None
command = None
environment_variables = None
if volumes:
az_volume_mount = []
az_volumes = []
for volume in volumes:
az_volume_mount = az_volume_mount + [
VolumeMount(name=str(volume['name']),
mount_path=volume['mount_path'])
]
az_file = AzureFileVolume(
share_name=str(volume['name']),
storage_account_name=Variable.get("STORAGE_ACCOUNT_NAME"),
storage_account_key=Variable.get("STORAGE_ACCOUNT_KEY_PASSWD"))
az_volumes = az_volumes + [
Volume(name=str(volume['name']), azure_file=az_file)
]
# set memory and cpu
container_resource_requests = ResourceRequests(memory_in_gb=memory,
cpu=cpu)
container_resource_requirements = ResourceRequirements(
requests=container_resource_requests)
container = Container(name=name,
image=image,
resources=container_resource_requirements,
command=command,
ports=[ContainerPort(port=port)],
environment_variables=environment_variables,
volume_mounts=az_volume_mount)
# defaults for container group
cgroup_os_type = OperatingSystemTypes.linux
cgroup_restart_policy = ContainerGroupRestartPolicy.never
image_registry_credential = ImageRegistryCredential(
server=Variable.get("CONTAINER_REGISTRY"),
username=Variable.get("CONTAINER_REGISTRY_USER"),
password=Variable.get("CONTAINER_REGISTRY_PASSWD"))
cgroup = ContainerGroup(
location=location,
containers=[container],
os_type=cgroup_os_type,
image_registry_credentials=[image_registry_credential],
restart_policy=cgroup_restart_policy,
volumes=az_volumes)
results = client.container_groups.create_or_update(resource_group_name,
name, cgroup)
return (results)
def get_file_volume(
self, mount_name: str, share_name: str, storage_account_name: str, read_only: bool = False
) -> Volume:
"""Get Azure File Volume"""
return Volume(
name=mount_name,
azure_file=AzureFileVolume(
share_name=share_name,
storage_account_name=storage_account_name,
read_only=read_only,
storage_account_key=self.get_storagekey(),
),
)
def prepare_azure_volumes(self, afs_volumes: list = []):
volumes = []
volume_mounts = []
for afs in afs_volumes:
assert afs['afs_name'] is not None
assert afs['afs_key'] is not None
assert afs['afs_share'] is not None
assert afs['mount_path'] is not None
assert afs['name'] is not None
az_volume = AzureFileVolume(share_name=afs['afs_share'],
storage_account_name=afs['afs_name'],
storage_account_key=afs['afs_key'])
volumes.append(Volume(name=afs['name'], azure_file=az_volume))
volume_mounts.append(
VolumeMount(name=afs['name'], mount_path=afs['mount_path']))
return volumes, volume_mounts
