Merge pull request #31 from efikalti/fixes

Create cluster using kamaki python api

.gitignore

@@ -59,5 +59,5 @@ docs/_build/
 # PyBuilder
 target/
 
-ansible/hosts
 MANIFEST
+old_kamaki

ansible/ansible.cfg

-# 
-# config file for ansible
-# https://raw.githubusercontent.com/ansible/ansible/devel/examples/ansible.cfg
-#
-[defaults]
-remote_user	= root
-hostfile	= hosts

core/fokia/cluster_error_constants.py

+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+from __future__ import (absolute_import, division,
+                        print_function, unicode_literals)
+import os
+
+"""
+This module contains the definitions of returned errors.
+"""
+
+# Definitions of return value errors
+error_syntax_clustersize = -1
+error_syntax_cpu_master = -2
+error_syntax_ram_master = -3
+error_syntax_disk_master = -4
+error_syntax_cpu_slave = -5
+error_syntax_ram_slave = -6
+error_syntax_disk_slave = -7
+error_syntax_logging_level = -8
+error_syntax_disk_template = -9
+error_quotas_cyclades_disk = -10
+error_quotas_cpu = -11
+error_quotas_ram = -12
+error_quotas_cluster_size = -13
+error_quotas_network = -14
+error_flavor_id = -15
+error_image_id = -16
+error_syntax_token = -17
+error_ready_reroute = -18
+error_no_arguments = -19
+error_fatal = -20
+error_user_quota = -22
+error_flavor_list = -23
+error_get_list_servers = -24
+error_get_list_projects = -25
+error_get_network_quota = -28
+error_create_network = -29
+error_get_ip = -30
+error_create_server = -31
+error_syntax_auth_token = -32
+error_ansible_playbook = -34
+error_ssh_client = -35
+error_cluster_not_exist = -69
+error_cluster_corrupt = -70
+error_proj_id = -71
+error_multiple_entries = -72
+error_project_quota = -73
+error_authentication = -99

core/fokia/provisioner.py

 from __future__ import (absolute_import, division,
                         print_function, unicode_literals)
 import logging
+import re
+import argparse
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
@@ -9,11 +11,13 @@ from kamaki.clients import astakos, cyclades
 from kamaki.clients import ClientError
 from kamaki.clients.utils import https
 from kamaki.cli.config import Config as KamakiConfig
+from kamaki import defaults
+from fokia.cluster_error_constants import *
+from Crypto.PublicKey import RSA
+from base64 import b64encode
 
-# TODO: remove this and actually use ssl cert files
-https.patch_ignore_ssl()
-
-import argparse
+if not defaults.CACERTS_DEFAULT_PATH:
+    https.patch_with_certs(CA_CERTS_PATH)
 
 storage_templates = ['drdb', 'ext_vlmc']
 
@@ -46,6 +50,23 @@ class Provisioner:
         logger.info("Initiating Cyclades client")
         self.cyclades = cyclades.CycladesComputeClient(compute_url, auth_token)
 
+        # Create the network client
+        networkURL = self.astakos.get_endpoint_url(
+            cyclades.CycladesNetworkClient.service_type)
+        self.network_client = cyclades.CycladesNetworkClient(networkURL, auth_token)
+
+        # Constants
+        self.Bytes_to_GB = 1024*1024*1024
+        self.Bytes_to_MB = 1024*1024
+
+        self.master = None
+        self.ips = None
+        self.slaves = None
+        self.vpn = None
+        self.subnet = None
+        self.private_key = None
+        self.image_id = 'c6f5adce-21ad-4ce3-8591-acfe7eb73c02'
+
     def find_flavor(self, **kwargs):
         """
 
@@ -92,34 +113,418 @@ class Provisioner:
         logger.info("Retrieving project")
         return self.astakos.get_projects(**filter)[0]
 
-    def create_vm(self, vm_name=None, **kwargs):
+    def create_vm(self, vm_name=None, image_id=None, ip=None, personality=None, **kwargs):
         """
         :param vm_name: Name of the virtual machine to create
+        :param image_id: image id if you want another image than the default
         :param kwargs: passed to the functions called for detail options
         :return:
         """
         flavor_id = self.find_flavor(**kwargs)['id']
-        image_id = self.find_image(**kwargs)['id']
+        # Get image
+        if image_id == None:
+            image_id = self.image_id
+        else:
+            image_id = self.find_image(**kwargs)['id']
         project_id = self.find_project_id(**kwargs)['id']
+        networks = list()
+        if ip != None:
+            ip_obj = dict()
+            ip_obj['uuid'] = ip['floating_network_id']
+            ip_obj['fixed_ip'] = ip['floating_ip_address']
+            networks.append(ip_obj)
+        networks.append({'uuid': kwargs['net_id']})
+        if personality == None:
+            personality = []
         try:
             okeanos_response = self.cyclades.create_server(name=vm_name, flavor_id=flavor_id,
                                                            image_id=image_id,
                                                            project_id=project_id,
-                                                           networks=[], personality=[])
+                                                           networks=networks, personality=personality)
+        except ClientError as ex:
+            raise ex
+        return okeanos_response
+
+    def create_lambda_cluster(self, vm_name, **kwargs):
+        """
+        :param vm_name: hostname of the master
+        :param kwargs: contains specifications of the vms.
+        :return: dictionary object with the nodes of the cluster if it was successfully created
+        """
+        quotas = self.get_quotas()
+        vcpus = kwargs['slaves'] * kwargs['vcpus_slave'] + kwargs['vcpus_master']
+        ram = kwargs['slaves'] * kwargs['ram_slave'] + kwargs['ram_master']
+        disk = kwargs['slaves'] * kwargs['disk_slave'] + kwargs['disk_master']
+        project_id = self.find_project_id(**kwargs)['id']
+        response = self.check_all_resources(quotas, cluster_size=kwargs['cluster_size'],
+                                              vcpus=vcpus,
+                                              ram=ram,
+                                              disk=disk,
+                                              ip_request=kwargs['ip_request'],
+                                              network_request=kwargs['network_request'],
+                                              project_name=kwargs['project_name'])
+        if response:
+            # Get ssh keys
+            key = RSA.generate(2048)
+            self.private_key = key.exportKey('PEM')
+            pub_key = key.publickey().exportKey('OpenSSH') + ' root'
+            public = dict(contents=b64encode(pub_key),
+                          path='/root/.ssh/id_rsa.pub',
+                          owner='root', group='root', mode=0600)
+            authorized = dict(contents=b64encode(pub_key),
+                          path='/root/.ssh/authorized_keys',
+                          owner='root', group='root', mode=0600)
+            private = dict(contents=b64encode(self.private_key),
+                          path='/root/.ssh/id_rsa',
+                          owner='root', group='root', mode=0600)
+
+            master_personality = []
+            master_personality.append(authorized)
+            master_personality.append(public)
+            master_personality.append(private)
+            slave_personality = []
+            slave_personality.append(authorized)
+            print(master_personality)
+            print(slave_personality)
+
+            # Create private network for cluster
+            self.vpn = self.create_vpn('lambda-vpn', project_id=project_id)
+            vpn_id = self.vpn['id']
+            self.create_private_subnet(vpn_id)
+
+            #reserve ip
+            ip_request=kwargs['ip_request']
+            self.ips = list()
+            for i in range(ip_request):
+                ip = self.reserve_ip(project_id=project_id)
+                self.ips.append(ip)
+
+            ip = None
+            # Create master
+            if len(self.ips) > 0:
+                ip = self.ips[0]
+            self.master = self.create_vm(vm_name=vm_name, ip=ip,
+                                         net_id=vpn_id,
+                                         vcpus=kwargs['vcpus_master'],
+                                         ram=kwargs['ram_master'],
+                                         disk=kwargs['disk_master'],
+                                         personality=master_personality,
+                                         **kwargs)
+
+            # Create slaves
+            self.slaves = list()
+            for i in range(kwargs['slaves']):
+                ip = None
+                if len(self.ips) > i+1:
+                    ip = self.ips[i+1]
+                slave_name = 'lambda-node' + str(i+1)
+                slave = self.create_vm(vm_name=slave_name,
+                                       ip=ip,
+                                       net_id=vpn_id,
+                                       vcpus=kwargs['vcpus_slave'],
+                                       ram=kwargs['ram_slave'],
+                                       disk=kwargs['disk_slave'],
+                                       personality=slave_personality,
+                                       **kwargs)
+                self.slaves.append(slave)
+
+            # Wait for VMs to complete being built
+            self.cyclades.wait_server(server_id=self.master['id'])
+            for slave in self.slaves:
+                self.cyclades.wait_server(slave['id'])
+
+            # Create cluster dictionary object
+            inventory = dict()
+            inventory["master"] = self.master
+            inventory["slaves"] = self.slaves
+            return inventory
+
+    def get_cluster_details(self):
+        """
+        :returns: dictionary of basic details for the cluster
+        """
+        details = dict()
+
+        nodes = dict()
+        master = dict()
+        master['id'] = self.master['id']
+        master['name'] = self.master['name']
+        master['adminPass'] = self.master['adminPass']
+        nodes['master'] = master
+
+        slaves = list()
+        for slave in self.slaves:
+            slave_obj = dict()
+            slave_obj['id'] = slave['id']
+            slave_obj['name'] = slave['name']
+            name = slave_obj['name']
+            slaves.append(slave_obj)
+        nodes['slaves'] = slaves
+
+        details['nodes'] = nodes
+        vpn = dict()
+        vpn['id'] = self.vpn['id']
+        vpn['type'] = self.vpn['type']
+        details['vpn'] = vpn
+
+        details['ips'] = self.ips
+        ips_list = list()
+        for ip in self.ips:
+            ip_obj = dict()
+            ip_obj['floating_network_id'] = ip['floating_network_id']
+            ip_obj['floating_ip_address'] = ip['floating_ip_address']
+            ip_obj['id'] = ip['id']
+            ips_list.append(ip_obj)
+        details['ips'] = ips_list
+
+        subnet = dict()
+        subnet['id'] = self.subnet['id']
+        subnet['cidr'] = self.subnet['cidr']
+        subnet['gateway_ip'] = self.subnet['gateway_ip']
+        details['subnet'] = subnet
+        return details
+
+    def get_private_key(self):
+        """
+        :returns: Private key of master
+        """
+        return self.private_key
+
+    def create_vpn(self, network_name, project_id):
+        """
+        Creates a virtual private network
+        :param network_name: name of the network
+        :return: the virtual network object
+        """
+        try:
+            # Create vpn with custom type and the name given as argument
+            vpn = self.network_client.create_network(
+                        type=self.network_client.network_types[1],
+                        name=network_name,
+                        project_id=project_id)
+            return vpn
+        except ClientError as ex:
+            raise ex
+        return okeanos_response
+
+    def destroy_vpn(self, id):
+        """
+        Destroy a virtual private network
+        :param id: id of the network we want to destroy
+        :return: True if successfull
+        """
+        try:
+            self.network_client.delete_network(id)
+            return True
         except ClientError as ex:
             raise ex
         return okeanos_response
 
+    def reserve_ip(self,project_id):
+        """
+        Reserve ip
+        :return: the ip object if successfull
+        """
+        try:
+            ip = self.network_client.create_floatingip(project_id=project_id)
+            return ip
+        except ClientError as ex:
+            raise ex
+        return okeanos_response
+
+    def create_private_subnet(self, net_id, cidr='192.168.0.0/24', gateway_ip='192.168.0.1'):
+        """
+        Creates a private subnets and connects it with this network
+        :param net_id: id of the network
+        :return: the id of the subnet if successfull
+        """
+        try:
+            subnet = self.network_client.create_subnet(net_id, cidr,
+                                                       gateway_ip=gateway_ip,
+                                                       enable_dhcp=True)
+            self.subnet = subnet
+            return subnet['id']
+        except ClientError as ex:
+            raise ex
+        return okeanos_response
+
+    def connect_vm(self, vm_id, net_id):
+        """
+        Connects the vm with this id to the network with the net_id
+        :param vm_id: id of the vm
+        :param net_id: id of the network
+        :return: returns True if successfull
+        """
+        try:
+            port = self.network_client.create_port(network_id=net_id,
+                                                   device_id=vm_id)
+            return True
+        except ClientError as ex:
+            raise ex
+        return okeanos_response
+
+    def attach_authorized_ip(self, ip, vm_id):
+        """
+        Attach the authorized ip with this id to the vm
+        :param fnet_id: id of the floating network of the ip
+        :param vm_id: id of the vm
+        :return: returns True if successfull
+        """
+        try:
+            port = self.network_client.create_port(network_id=ip['floating_network_id'],
+                                                   device_id=vm_id,
+                                                   fixed_ips=[dict(ip_address=ip['floating_ip_address']), ])
+            return True
+        except ClientError as ex:
+            raise ex
+        return okeanos_response
+
+    def get_quotas(self, **kwargs):
+        """
+        Get the user quotas for the defined project.
+        :return: user quotas object
+        """
+        return self.astakos.get_quotas()
+
+    def get_server_info(self, server_id):
+        """
+        """
+        return self.cyclades.get_server_details(server_id=server_id)
+
+    def get_server_authorized_ip(self, server_id):
+        """
+        :param server_id: id of the server
+        :returns: the authorized ip of the server if it has one,else None
+        """
+        addresses =  self.get_server_info(server_id=server_id)['addresses']
+        for key in list(addresses.keys()):
+            ip = addresses[key][0]['addr']
+            if '192.168.0' not in ip and not re.search('[a-zA-Z]', ip):
+                return ip
+        return None
+
+    def get_server_private_ip(self, server_id):
+        """
+        :param server_id: id of the server
+        :returns: the private ip of the server if it has one,else None
+        """
+        addresses =  self.get_server_info(server_id=server_id)['addresses']
+        for key in list(addresses.keys()):
+            ip = addresses[key][0]['addr']
+            if '192.168.0' in ip:
+                return ip
+        return None
+
+    def check_all_resources(self, quotas, **kwargs):
+        """
+        Checks user's quota for every requested resource.
+        Returns True if everything available.
+        :param **kwargs: arguments
+        """
+        project_id = self.find_project_id(**kwargs)['id']
+        # quotas = self.get_quotas()
+
+        # Check for VMs
+        pending_vm = quotas[project_id]['cyclades.vm']['project_pending']
+        limit_vm = quotas[project_id]['cyclades.vm']['project_limit']
+        usage_vm = quotas[project_id]['cyclades.vm']['project_usage']
+        available_vm = limit_vm - usage_vm - pending_vm
+        if available_vm < kwargs['cluster_size']:
+            msg = 'Cyclades VMs out of limit'
+            raise ClientError(msg, error_quotas_cluster_size)
+            return False
+        # Check for CPUs
+        pending_cpu = quotas[project_id]['cyclades.cpu']['project_pending']
+        limit_cpu = quotas[project_id]['cyclades.cpu']['project_limit']
+        usage_cpu = quotas[project_id]['cyclades.cpu']['project_usage']
+        available_cpu = limit_cpu - usage_cpu - pending_cpu
+        if available_cpu < kwargs['vcpus']:
+            msg = 'Cyclades cpu out of limit'
+            raise ClientError(msg, error_quotas_cpu)
+            return False
+        # Check for RAM
+        pending_ram = quotas[project_id]['cyclades.ram']['project_pending']
+        limit_ram = quotas[project_id]['cyclades.ram']['project_limit']
+        usage_ram = quotas[project_id]['cyclades.ram']['project_usage']
+        available_ram = (limit_ram - usage_ram - pending_ram) / self.Bytes_to_MB
+        if available_ram < kwargs['ram']:
+            msg = 'Cyclades ram out of limit'
+            raise ClientError(msg, error_quotas_ram)
+            return False
+        # Check for Disk space
+        pending_cd = quotas[project_id]['cyclades.ram']['project_pending']
+        limit_cd = quotas[project_id]['cyclades.disk']['project_limit']
+        usage_cd = quotas[project_id]['cyclades.disk']['project_usage']
+        available_cyclades_disk_GB = (limit_cd - usage_cd - pending_cd) / self.Bytes_to_GB
+        if available_cyclades_disk_GB < kwargs['disk']:
+            msg = 'Cyclades disk out of limit'
+            raise ClientError(msg, error_quotas_cyclades_disk)
+            return False
+        # Check for authorized IPs
+        list_float_ips = self.network_client.list_floatingips()
+        pending_ips = quotas[project_id]['cyclades.floating_ip']['project_pending']
+        limit_ips = quotas[project_id]['cyclades.floating_ip']['project_limit']
+        usage_ips = quotas[project_id]['cyclades.floating_ip']['project_usage']
+        available_ips = limit_ips - usage_ips - pending_ips
+        for d in list_float_ips:
+            if d['instance_id'] is None and d['port_id'] is None:
+                available_ips += 1
+        if available_ips < kwargs['ip_request']:
+            msg = 'authorized IPs out of limit'
+            raise ClientError(msg, error_get_ip)
+            return False
+        # Check for networks
+        pending_net = quotas[project_id]['cyclades.network.private']['project_pending']
+        limit_net = quotas[project_id]['cyclades.network.private']['project_limit']
+        usage_net = quotas[project_id]['cyclades.network.private']['project_usage']
+        available_networks = limit_net - usage_net - pending_net
+        if available_networks < kwargs['network_request']:
+            msg = 'Private Network out of limit'
+            raise ClientError(msg, error_get_network_quota)
+            return False
+        return True
+
 
 if __name__ == "__main__":
     parser = argparse.ArgumentParser(description="Okeanos VM provisioning")
-    parser.add_argument('--cloud', type=str, dest="cloud", default="lambda")
+    parser.add_argument('--cloud', type=str, dest="cloud", default="~okeanos")
     parser.add_argument('--project-name', type=str, dest="project_name",
                         default="lambda.grnet.gr")
     parser.add_argument('--name', type=str, dest='name', default="to mikro debian sto livadi")
 
+
+    parser.add_argument('--slaves', type=int, dest='slaves', default=1)
+    parser.add_argument('--vcpus_master', type=int, dest='vcpus_master', default=4)
+    parser.add_argument('--vcpus_slave', type=int, dest='vcpus_slave', default=4)
+    parser.add_argument('--ram_master', type=int, dest='ram_master', default=4096)  # in MB
+    parser.add_argument('--ram_slave', type=int, dest='ram_slave', default=4096)  # in MB
+    parser.add_argument('--disk_master', type=int, dest='disk_master', default=40)  # in GB
+    parser.add_argument('--disk_slave', type=int, dest='disk_slave', default=40)  # in GB
+    parser.add_argument('--ip_request', type=int, dest='ip_request', default=1)
+    parser.add_argument('--network_request', type=int, dest='network_request', default=1)
+    parser.add_argument('--image_name', type=str, dest='image_name', default="debian")
+    parser.add_argument('--cluster_size', type=int, dest='cluster_size', default=2)
+
     args = parser.parse_args()
 
     provisioner = Provisioner(cloud_name=args.cloud)
+    """
     print(provisioner.create_vm(vm_name=args.name, project_name=args.project_name,
-                            image_name="debian"))
+                             image_name="debian"))
+    """
+
+
+    response = provisioner.create_lambda_cluster(vm_name="lambda-master" , slaves=args.slaves,
+                                          cluster_size=args.cluster_size,
+                                          vcpus_master=args.vcpus_master,
+                                          vcpus_slave=args.vcpus_slave,
+                                          ram_master=args.ram_master,
+                                          ram_slave=args.ram_slave,
+                                          disk_master=args.disk_master,
+                                          disk_slave=args.disk_slave,
+                                          ip_request=args.ip_request,
+                                          network_request=args.network_request,
+                                          project_name=args.project_name)
+    # print(response)
+    # print(provisioner.get_cluster_details())
+    # print(provisioner.get_private_key())

core/tests/test_provisioner.py

@@ -124,6 +124,44 @@ test_projects = [{u'creation_date': u'2015-06-09T09:46:44.327826+00:00',
                   u'state': u'active',
                   u'system_project': False}]
 
+test_quotas = { '6ff62e8e-0ce9-41f7-ad99-13a18ecada5f':
+             {'cyclades.disk':
+                  {'project_limit': 1288490188800, 'project_pending': 0, 'project_usage': 64424509440, 'usage': 0, 'limit': 322122547200, 'pending': 0},
+              'cyclades.vm':
+                  {'project_limit': 60, 'project_pending': 0, 'project_usage': 2, 'usage': 0, 'limit': 15, 'pending': 0},
+              'pithos.diskspace':
+                  {'project_limit': 429496729600, 'project_pending': 0, 'project_usage': 0, 'usage': 0, 'limit': 107374182400, 'pending': 0},
+              'cyclades.ram':
+                  {'project_limit': 128849018880, 'project_pending': 0, 'project_usage': 12884901888, 'usage': 0, 'limit': 32212254720, 'pending': 0},
+              'cyclades.cpu':
+                  {'project_limit': 120, 'project_pending': 0, 'project_usage': 12, 'usage': 0, 'limit': 30, 'pending': 0},
+              'cyclades.floating_ip':
+                  {'project_limit': 10, 'project_pending': 0, 'project_usage': 6, 'usage': 3, 'limit': 4, 'pending': 0},
+              'cyclades.network.private':
+                  {'project_limit': 10, 'project_pending': 0, 'project_usage': 7, 'usage': 0, 'limit': 4, 'pending': 0},
+              'astakos.pending_app':
+                  {'project_limit': 0, 'project_pending': 0, 'project_usage': 0, 'usage': 0, 'limit': 0, 'pending': 0}} }
+
+test_ip = {u'floating_network_id':
+           u'2186', u'user_id':
+           u'9819231a-e9e2-40f7-93f1-e2e4cb50cc33',
+           u'deleted': False, u'tenant_id':
+           u'9819231a-e9e2-40f7-93f1-e2e4cb50cc33',
+           u'instance_id': None, u'fixed_ip_address': None,
+           u'floating_ip_address':
+           u'83.212.116.58',
+           u'port_id': None,
+           u'id': u'684011'}
+
+test_vm = {u'addresses': {}, u'links': [{u'href': u'https://cyclades.okeanos.grnet.gr/compute/v2.0/servers/665007', u'rel': u'self'},
+          {u'href': u'https://cyclades.okeanos.grnet.gr/compute/v2.0/servers/665007', u'rel': u'bookmark'}], u'image':
+          {u'id': u'0e399015-8723-4c78-8198-75bdf693cdde', u'links': [
+                            {u'href': u'https://cyclades.okeanos.grnet.gr/compute/v2.0/images/0e399015-8723-4c78-8198-75bdf693cdde', u'rel': u'self'},
+                            {u'href': u'https://cyclades.okeanos.grnet.gr/compute/v2.0/images/0e399015-8723-4c78-8198-75bdf693cdde', u'rel': u'bookmark'},
+                            {u'href': u'https://cyclades.okeanos.grnet.gr/image/v1.0/images/0e399015-8723-4c78-8198-75bdf693cdde', u'rel': u'alternate'}]},
+           u'suspended': False, u'flavor': {u'id': 3, u'links': [{u'href': u'https://cyclades.okeanos.grnet.gr/compute/v2.0/flavors/3', u'rel': u'self'},
+          {u'href': u'https://cyclades.okeanos.grnet.gr/compute/v2.0/flavors/3', u'rel': u'bookmark'}]}, u'id': 665007, u'security_groups': [
+          {u'name': u'default'}], u'attachments': [], u'user_id': u'9819231a-e9e2-40f7-93f1-e2e4cb50cc33', u'accessIPv4': u'', u'accessIPv6': u'', u'progress': 0, u'config_drive': u'', u'status': u'BUILD', u'updated': u'2015-07-10T07:13:25.973280+00:00', u'hostId': u'', u'SNF:fqdn': u'snf-665007.vm.okeanos.grnet.gr', u'deleted': False, u'key_name': None, u'name': u'to mikro debian sto livadi', u'adminPass': u'q0WVXWIjc4', u'tenant_id': u'6ff62e8e-0ce9-41f7-ad99-13a18ecada5f', u'created': u'2015-07-10T07:13:24.862714+00:00', u'SNF:task_state': u'BUILDING', u'volumes': [50722], u'diagnostics': [], u'metadata': {u'os': u'debian', u'users': u'root ckaner'}, u'SNF:port_forwarding': {}}
 
 def test_find_flavor():
     with mock.patch('fokia.provisioner.astakos'), \
@@ -140,6 +178,43 @@ def test_find_flavor():
             name='tost', image_id=u'0035ac89-a86e-4108-93e8-93e294b74a3d', flavor_id=3,
             project_id=u'6ff62e8e-0ce9-41f7-ad99-13a18ecada5f', networks=[], personality=[])
 
+def test_check_all_resources():
+    with mock.patch('fokia.provisioner.astakos'), \
+         mock.patch('fokia.provisioner.KamakiConfig'), \
+         mock.patch('fokia.provisioner.cyclades'):
+        provisioner = Provisioner("lambda")
+        provisioner.astakos.get_projects.return_value = test_projects