pvc/client-provisioner/provisioner_lib/provisioner.py

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#!/usr/bin/env python3
# pvcapi.py - PVC HTTP API functions
# Part of the Parallel Virtual Cluster (PVC) system
#
# Copyright (C) 2018-2019 Joshua M. Boniface <joshua@boniface.me>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <https://www.gnu.org/licenses/>.
#
###############################################################################
import flask
import json
import psycopg2
import psycopg2.extras
import os
import re
import time
import client_lib.common as pvc_common
import client_lib.node as pvc_node
import client_lib.vm as pvc_vm
import client_lib.network as pvc_network
import client_lib.ceph as pvc_ceph
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#
# Exceptions (used by Celery tasks)
#
class ValidationError(Exception):
"""
An exception that results from some value being un- or mis-defined.
"""
pass
class ClusterError(Exception):
"""
An exception that results from the PVC cluster being out of alignment with the action.
"""
pass
#
# Common functions
#
# Database connections
def open_database(config):
conn = psycopg2.connect(
host=config['database_host'],
port=config['database_port'],
dbname=config['database_name'],
user=config['database_user'],
password=config['database_password']
)
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
return conn, cur
def close_database(conn, cur, failed=False):
if not failed:
conn.commit()
cur.close()
conn.close()
#
# Template List functions
#
def list_template(limit, table, is_fuzzy=True):
if limit:
if is_fuzzy:
# Handle fuzzy vs. non-fuzzy limits
if not re.match('\^.*', limit):
limit = '%' + limit
else:
limit = limit[1:]
if not re.match('.*\$', limit):
limit = limit + '%'
else:
limit = limit[:-1]
args = (limit, )
query = "SELECT * FROM {} WHERE name LIKE %s;".format(table)
else:
args = ()
query = "SELECT * FROM {};".format(table)
conn, cur = open_database(config)
cur.execute(query, args)
data = cur.fetchall()
if table == 'network_template':
for template_id, template_data in enumerate(data):
# Fetch list of VNIs from network table
query = "SELECT vni FROM network WHERE network_template = %s;"
args = (template_data['id'],)
cur.execute(query, args)
vnis = cur.fetchall()
data[template_id]['networks'] = vnis
if table == 'storage_template':
for template_id, template_data in enumerate(data):
# Fetch list of VNIs from network table
query = "SELECT * FROM storage WHERE storage_template = %s;"
args = (template_data['id'],)
cur.execute(query, args)
disks = cur.fetchall()
data[template_id]['disks'] = disks
close_database(conn, cur)
return data
def list_template_system(limit, is_fuzzy=True):
"""
Obtain a list of system templates.
"""
data = list_template(limit, 'system_template', is_fuzzy)
return data
def list_template_network(limit, is_fuzzy=True):
"""
Obtain a list of network templates.
"""
data = list_template(limit, 'network_template', is_fuzzy)
return data
def list_template_network_vnis(name):
"""
Obtain a list of network template VNIs.
"""
data = list_template(name, 'network_template', is_fuzzy=False)[0]
networks = data['networks']
return networks
def list_template_storage(limit, is_fuzzy=True):
"""
Obtain a list of storage templates.
"""
data = list_template(limit, 'storage_template', is_fuzzy)
return data
def list_template_storage_disks(name):
"""
Obtain a list of storage template disks.
"""
data = list_template(name, 'storage_template', is_fuzzy=False)[0]
disks = data['disks']
return disks
def template_list(limit):
system_templates = list_template_system(limit)
network_templates = list_template_network(limit)
storage_templates = list_template_storage(limit)
return { "system_templates": system_templates, "network_templates": network_templates, "storage_templates": storage_templates }
#
# Template Create functions
#
def create_template_system(name, vcpu_count, vram_mb, serial=False, vnc=False, vnc_bind=None):
if list_template_system(name, is_fuzzy=False):
retmsg = { "message": "The system template {} already exists".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
query = "INSERT INTO system_template (name, vcpu_count, vram_mb, serial, vnc, vnc_bind) VALUES (%s, %s, %s, %s, %s, %s);"
args = (name, vcpu_count, vram_mb, serial, vnc, vnc_bind)
conn, cur = open_database(config)
try:
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to create entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def create_template_network(name, mac_template=None):
if list_template_network(name, is_fuzzy=False):
retmsg = { "message": "The network template {} already exists".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "INSERT INTO network_template (name, mac_template) VALUES (%s, %s);"
args = (name, mac_template)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to create entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
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def create_template_network_element(name, vni):
if not list_template_network(name, is_fuzzy=False):
retmsg = { "message": "The network template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
networks = list_template_network_vnis(name)
found_vni = False
for network in networks:
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if int(network['vni']) == vni:
found_vni = True
if found_vni:
retmsg = { "message": "The VNI {} in network template {} already exists".format(vni, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "SELECT id FROM network_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
template_id = cur.fetchone()['id']
query = "INSERT INTO network (network_template, vni) VALUES (%s, %s);"
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args = (template_id, vni)
cur.execute(query, args)
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retmsg = { "name": name, "vni": vni }
retcode = 200
except psycopg2.IntegrityError as e:
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retmsg = { "message": "Failed to create entry {}".format(vni), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def create_template_storage(name):
if list_template_storage(name, is_fuzzy=False):
retmsg = { "message": "The storage template {} already exists".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "INSERT INTO storage_template (name) VALUES (%s);"
args = (name,)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to create entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def create_template_storage_element(name, pool, disk_id, disk_size_gb, mountpoint=None, filesystem=None):
if not list_template_storage(name, is_fuzzy=False):
retmsg = { "message": "The storage template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
disks = list_template_storage_disks(name)
found_disk = False
for disk in disks:
if disk['disk_id'] == disk_id:
found_disk = True
if found_disk:
retmsg = { "message": "The disk {} in storage template {} already exists".format(disk_id, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
if mountpoint and not filesystem:
retmsg = { "message": "A filesystem must be specified along with a mountpoint." }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "SELECT id FROM storage_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
template_id = cur.fetchone()['id']
query = "INSERT INTO storage (storage_template, pool, disk_id, disk_size_gb, mountpoint, filesystem) VALUES (%s, %s, %s, %s, %s, %s);"
args = (template_id, pool, disk_id, disk_size_gb, mountpoint, filesystem)
cur.execute(query, args)
retmsg = { "name": name, "disk_id": disk_id }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to create entry {}".format(disk_id), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
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#
# Template Delete functions
#
def delete_template_system(name):
if not list_template_system(name, is_fuzzy=False):
retmsg = { "message": "The system template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "DELETE FROM system_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def delete_template_network(name):
if not list_template_network(name, is_fuzzy=False):
retmsg = { "message": "The network template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "SELECT id FROM network_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
template_id = cur.fetchone()['id']
query = "DELETE FROM network WHERE network_template = %s;"
args = (template_id,)
cur.execute(query, args)
query = "DELETE FROM network_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def delete_template_network_element(name, vni):
if not list_template_network(name, is_fuzzy=False):
retmsg = { "message": "The network template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
networks = list_template_network_vnis(name)
found_vni = False
for network in networks:
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if network['vni'] == int(vni):
found_vni = True
if not found_vni:
retmsg = { "message": "The VNI {} in network template {} does not exist".format(vni, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "SELECT id FROM network_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
template_id = cur.fetchone()['id']
query = "DELETE FROM network WHERE network_template = %s and vni = %s;"
args = (template_id, vni)
cur.execute(query, args)
retmsg = { "name": name, "vni": vni }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def delete_template_storage(name):
if not list_template_storage(name, is_fuzzy=False):
retmsg = { "message": "The storage template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "SELECT id FROM storage_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
template_id = cur.fetchone()['id']
query = "DELETE FROM storage WHERE storage_template = %s;"
args = (template_id,)
cur.execute(query, args)
query = "DELETE FROM storage_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def delete_template_storage_element(name, disk_id):
if not list_template_storage(name, is_fuzzy=False):
retmsg = { "message": "The storage template {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
disks = list_template_storage_disks(name)
found_disk = False
for disk in disks:
if disk['disk_id'] == disk_id:
found_disk = True
if not found_disk:
retmsg = { "message": "The disk {} in storage template {} does not exist".format(disk_id, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "SELECT id FROM storage_template WHERE name = %s;"
args = (name,)
cur.execute(query, args)
template_id = cur.fetchone()['id']
query = "DELETE FROM storage WHERE storage_template = %s and disk_id = %s;"
args = (template_id, disk_id)
cur.execute(query, args)
retmsg = { "name": name, "disk_id": disk_id }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
#
# Script functions
#
def list_script(limit, is_fuzzy=True):
if limit:
if is_fuzzy:
# Handle fuzzy vs. non-fuzzy limits
if not re.match('\^.*', limit):
limit = '%' + limit
else:
limit = limit[1:]
if not re.match('.*\$', limit):
limit = limit + '%'
else:
limit = limit[:-1]
query = "SELECT * FROM {} WHERE name LIKE %s;".format('script')
args = (limit, )
else:
query = "SELECT * FROM {};".format('script')
args = ()
conn, cur = open_database(config)
cur.execute(query, args)
data = cur.fetchall()
close_database(conn, cur)
return data
def create_script(name, script):
if list_script(name, is_fuzzy=False):
retmsg = { "message": "The script {} already exists".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "INSERT INTO script (name, script) VALUES (%s, %s);"
args = (name, script)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to create entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def delete_script(name):
if not list_script(name, is_fuzzy=False):
retmsg = { "message": "The script {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "DELETE FROM script WHERE name = %s;"
args = (name,)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
#
# Profile functions
#
def list_profile(limit, is_fuzzy=True):
if limit:
if is_fuzzy:
# Handle fuzzy vs. non-fuzzy limits
if not re.match('\^.*', limit):
limit = '%' + limit
else:
limit = limit[1:]
if not re.match('.*\$', limit):
limit = limit + '%'
else:
limit = limit[:-1]
query = "SELECT * FROM {} WHERE name LIKE %s;".format('profile')
args = (limit, )
else:
query = "SELECT * FROM {};".format('profile')
args = ()
conn, cur = open_database(config)
cur.execute(query, args)
orig_data = cur.fetchall()
data = list()
for profile in orig_data:
profile_data = dict()
profile_data['name'] = profile['name']
# Parse the name of each subelement
for etype in 'system_template', 'network_template', 'storage_template', 'script':
query = 'SELECT name from {} WHERE id = %s'.format(etype)
args = (profile[etype],)
cur.execute(query, args)
name = cur.fetchone()['name']
profile_data[etype] = name
# Split the arguments back into a list
profile_data['arguments'] = profile['arguments'].split('|')
# Append the new data to our actual output structure
data.append(profile_data)
close_database(conn, cur)
return data
def create_profile(name, system_template, network_template, storage_template, script, arguments=[]):
if list_profile(name, is_fuzzy=False):
retmsg = { "message": "The profile {} already exists".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
system_templates = list_template_system(None)
system_template_id = None
for template in system_templates:
if template['name'] == system_template:
system_template_id = template['id']
if not system_template_id:
retmsg = { "message": "The system template {} for profile {} does not exist".format(system_template, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
network_templates = list_template_network(None)
network_template_id = None
for template in network_templates:
if template['name'] == network_template:
network_template_id = template['id']
if not network_template_id:
retmsg = { "message": "The network template {} for profile {} does not exist".format(network_template, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
storage_templates = list_template_storage(None)
storage_template_id = None
for template in storage_templates:
if template['name'] == storage_template:
storage_template_id = template['id']
if not storage_template_id:
retmsg = { "message": "The storage template {} for profile {} does not exist".format(storage_template, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
scripts = list_script(None)
script_id = None
for scr in scripts:
if scr['name'] == script:
script_id = scr['id']
if not script_id:
retmsg = { "message": "The script {} for profile {} does not exist".format(script, name) }
retcode = 400
return flask.jsonify(retmsg), retcode
arguments_formatted = '|'.join(arguments)
conn, cur = open_database(config)
try:
query = "INSERT INTO profile (name, system_template, network_template, storage_template, script, arguments) VALUES (%s, %s, %s, %s, %s, %s);"
args = (name, system_template_id, network_template_id, storage_template_id, script_id, arguments_formatted)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to create entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
def delete_profile(name):
if not list_profile(name, is_fuzzy=False):
retmsg = { "message": "The profile {} does not exist".format(name) }
retcode = 400
return flask.jsonify(retmsg), retcode
conn, cur = open_database(config)
try:
query = "DELETE FROM profile WHERE name = %s;"
args = (name,)
cur.execute(query, args)
retmsg = { "name": name }
retcode = 200
except psycopg2.IntegrityError as e:
retmsg = { "message": "Failed to delete entry {}".format(name), "error": e }
retcode = 400
close_database(conn, cur)
return flask.jsonify(retmsg), retcode
#
# VM provisioning helper functions
#
#
# Main VM provisioning function - executed by the Celery worker
#
def create_vm(self, vm_name, vm_profile):
# Runtime imports
import time
import importlib
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print("Starting provisioning of VM '{}' with profile '{}'".format(vm_name, vm_profile))
# Phase 0 - connect to databases
try:
db_conn, db_cur = open_database(config)
except:
print('FATAL - failed to connect to Postgres')
raise Exception
try:
zk_conn = pvc_common.startZKConnection(config['coordinators'])
except:
print('FATAL - failed to connect to Zookeeper')
raise Exception
# Phase 1 - setup
# * Get the profile elements
# * Get the details from these elements
# * Assemble a VM configuration dictionary
self.update_state(state='RUNNING', meta={'current': 1, 'total': 10, 'status': 'Collecting configuration'})
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time.sleep(3)
vm_data = dict()
# Get the profile information
query = "SELECT system_template, network_template, storage_template, script, arguments FROM profile WHERE name = %s"
args = (vm_profile,)
db_cur.execute(query, args)
profile_data = db_cur.fetchone()
vm_data['script_arguments'] = profile_data['arguments'].split('|')
# Get the system details
query = 'SELECT vcpu_count, vram_mb, serial, vnc, vnc_bind FROM system_template WHERE id = %s'
args = (profile_data['system_template'],)
db_cur.execute(query, args)
vm_data['system_details'] = db_cur.fetchone()
# Get the MAC template
query = 'SELECT mac_template FROM network_template WHERE id = %s'
args = (profile_data['network_template'],)
db_cur.execute(query, args)
vm_data['mac_template'] = db_cur.fetchone()['mac_template']
# Get the networks
query = 'SELECT vni FROM network WHERE network_template = %s'
args = (profile_data['network_template'],)
db_cur.execute(query, args)
vm_data['networks'] = db_cur.fetchall()
# Get the storage volumes
query = 'SELECT pool, disk_id, disk_size_gb, mountpoint, filesystem FROM storage WHERE storage_template = %s'
args = (profile_data['storage_template'],)
db_cur.execute(query, args)
vm_data['volumes'] = db_cur.fetchall()
# Get the script
query = 'SELECT script FROM script WHERE id = %s'
args = (profile_data['script'],)
db_cur.execute(query, args)
vm_data['script'] = db_cur.fetchone()['script']
close_database(db_conn, db_cur)
print(json.dumps(vm_data))
# Phase 2 - verification
# * Ensure that at least one node has enough free RAM to hold the VM (becomes main host)
# * Ensure that all networks are valid
# * Ensure that there is enough disk space in the Ceph cluster for the disks
# This is the "safe fail" step when an invalid configuration will be caught
self.update_state(state='RUNNING', meta={'current': 2, 'total': 10, 'status': 'Verifying configuration against cluster'})
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time.sleep(3)
# Verify that at least one host has enough free RAM to run the VM
_discard, nodes = pvc_node.get_list(zk_conn, None)
target_node = None
last_free = 0
for node in nodes:
# Skip the node if it is not ready to run VMs
if node ['daemon_state'] != "run" or node['domain_state'] != "ready":
continue
# Skip the node if its free memory is less than the new VM's size, plus a 512MB buffer
if node['memory']['free'] < (vm_data['system_details']['vram_mb'] + 512):
continue
# If this node has the most free, use it
if node['memory']['free'] > last_free:
last_free = node['memory']['free']
target_node = node['name']
# Raise if no node was found
if not target_node:
raise ClusterError("No ready cluster node contains at least {}+512 MB of free RAM".format(vm_data['system_details']['vram_mb']))
print("Selecting target node {} with {} MB free ram".format(target_node, last_free))
# Verify that all configured networks are present on the cluster
cluster_networks, _discard = pvc_network.getClusterNetworkList(zk_conn)
for network in vm_data['networks']:
vni = str(network['vni'])
if not vni in cluster_networks:
raise ClusterError("The network VNI {} is not present on the cluster".format(vni))
print("All configured networks {} for VM are valid".format(vm_data['networks']))
# Verify that there is enough disk space free to provision all VM disks
pools = dict()
for volume in vm_data['volumes']:
if not volume['pool'] in pools:
pools[volume['pool']] = 0
for volume in vm_data['volumes']:
pools[volume['pool']] += volume['disk_size_gb']
print(pools)
for pool in pools:
pool_free_space = pvc_ceph.getPoolInformation(zk_conn, pool)
pool_vm_usage = pools[pool]
print(pool_free_space)
print(pool_vm_usage)
print(pvc_ceph.get_radosdf(zk_conn))
return
# Phase 3 - disk creation
# * Create each Ceph storage volume for the disks
self.update_state(state='RUNNING', meta={'current': 3, 'total': 10, 'status': 'Creating storage volumes'})
time.sleep(5)
# Phase 4 - disk mapping
# * Map each volume to the local host in order
# * Format each volume with any specified filesystems
# * If any mountpoints are specified, create a temporary mount directory
# * Mount any volumes to their respective mountpoints
self.update_state(state='RUNNING', meta={'current': 4, 'total': 10, 'status': 'Mapping, formatting, and mounting storage volumes locally'})
time.sleep(5)
# Phase 5 - provisioning script preparation
# * Import the provisioning script as a library with importlib
# * Ensure the required function(s) are present
self.update_state(state='RUNNING', meta={'current': 5, 'total': 10, 'status': 'Preparing provisioning script'})
time.sleep(5)
# Phase 6 - provisioning script execution
# * Execute the provisioning script main function ("install") passing any custom arguments
self.update_state(state='RUNNING', meta={'current': 6, 'total': 10, 'status': 'Executing provisioning script'})
time.sleep(5)
# Phase 7 - install cleanup
# * Unmount any mounted volumes
# * Remove any temporary directories
self.update_state(state='RUNNING', meta={'current': 7, 'total': 10, 'status': 'Cleaning up local mounts and directories'})
time.sleep(5)
# Phase 8 - configuration creation
# * Create the libvirt XML configuration
self.update_state(state='RUNNING', meta={'current': 8, 'total': 10, 'status': 'Preparing Libvirt XML configuration'})
time.sleep(5)
# Phase 9 - definition
# * Create the VM in the PVC cluster
# * Start the VM in the PVC cluster
self.update_state(state='RUNNING', meta={'current': 9, 'total': 10, 'status': 'Defining and starting VM on the cluster'})
time.sleep(5)
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pvc_common.stopZKConnection(zk_conn)
return {"status": "VM '{}' with profile '{}' has been provisioned and started successfully".format(vm_name, vm_profile), "current": 10, "total": 10}