def test_filter_probability(case):
random.seed(12)
sample = 1000
runner = DemoRunner(None, None, None, None, None, aggressiveness=case[0])
filtered_items = runner.filter_probability(
[MagicMock() for _ in range(sample)])
assert pytest.approx(case[1] * sample, 1) == len(filtered_items)
def test_sort_pods():
pod_1 = MagicMock()
pod_1.metrics = {'cpu': 10, 'memory': 0}
pod_2 = MagicMock()
pod_2.metrics = {'cpu': 5, 'memory': 3}
pod_3 = MagicMock()
pod_3.metrics = {'cpu': 5, 'memory': 2}
demo_runner = DemoRunner(NodeInventory(None), None, None, RemoteExecutor(),
None)
assert demo_runner.sort_pods([pod_2, pod_3,
pod_1]) == [pod_1, pod_2, pod_3]
def test_kill_pod():
demo_runner = DemoRunner(NodeInventory(None), None, None, RemoteExecutor(),
None)
# Patch action of getting nodes to execute kill command on
test_node = Node(1)
get_node_by_ip_mock = MagicMock(return_value=test_node)
demo_runner.inventory.get_node_by_ip = get_node_by_ip_mock
# Patch action of choosing container
execute_mock = MagicMock()
demo_runner.executor.execute = execute_mock
mock_pod = MagicMock()
mock_pod.container_ids = ["docker://container1"]
demo_runner.kill_pod(mock_pod)
mock_pod = MagicMock()
mock_pod.container_ids = ["docker://container1"]
demo_runner.kill_pod(mock_pod)
execute_mock.assert_called_with("sudo docker kill -s SIGTERM container1",
nodes=[test_node])
def main(argv):
"""
The main function to invoke the powerfulseal cli
"""
args = parse_args(args=argv)
if args.mode is None:
return parse_args(['--help'])
##########################################################################
# VALIDATE POLICY MODE
##########################################################################
if args.mode == 'validate':
policy = PolicyRunner.load_file(args.policy_file)
if PolicyRunner.is_policy_valid(policy):
return print('OK')
print("Policy not valid. See log output above.")
return sys.exit(1)
##########################################################################
# LOGGING
##########################################################################
# Ensure the logger config propagates from the root module of this package
logger = logging.getLogger(__name__.split('.')[0])
# The default level should be set to logging.DEBUG to ensure that the stdout
# stream handler can filter to the user-specified verbosity level while the
# server logging handler can receive all logs
logger.setLevel(logging.DEBUG)
# Configure logging for stdout
if not args.verbose:
log_level = logging.ERROR
elif args.verbose == 1:
log_level = logging.WARNING
elif args.verbose == 2:
log_level = logging.INFO
else:
log_level = logging.DEBUG
stdout_handler = logging.StreamHandler()
stdout_handler.setLevel(log_level)
logger.addHandler(stdout_handler)
coloredlogs.install(logger=logger)
my_verb = args.verbose
logger.info("modules %s : verbosity %s : log level %s : handler level %s ",
__name__, my_verb,
logging.getLevelName(logger.getEffectiveLevel()),
logging.getLevelName(log_level))
##########################################################################
# KUBERNETES
##########################################################################
kube_config = parse_kubeconfig(args)
k8s_client = K8sClient(kube_config=kube_config)
k8s_inventory = K8sInventory(
k8s_client=k8s_client,
delete_pods=args.use_pod_delete_instead_of_ssh_kill)
##########################################################################
# CLOUD DRIVER
##########################################################################
if args.openstack:
logger.info("Building OpenStack driver")
driver = OpenStackDriver(cloud=args.openstack_cloud_name, )
elif args.aws:
logger.info("Building AWS driver")
driver = AWSDriver()
elif args.azure:
logger.info("Building Azure driver")
driver = AzureDriver(
cluster_rg_name=args.azure_resource_group_name,
cluster_node_rg_name=args.azure_node_resource_group_name,
)
elif args.gcp:
logger.info("Building GCP driver")
driver = GCPDriver(config=args.gcp_config_file)
else:
logger.info("No driver - some functionality disabled")
driver = NoCloudDriver()
##########################################################################
# INVENTORY
##########################################################################
if args.inventory_file:
logger.info("Reading inventory from %s", args.inventory_file)
groups_to_restrict_to = read_inventory_file_to_dict(
args.inventory_file)
else:
logger.info("Attempting to read the inventory from kubernetes")
groups_to_restrict_to = k8s_client.get_nodes_groups()
logger.debug("Restricting inventory to %s" % groups_to_restrict_to)
inventory = NodeInventory(
driver=driver,
restrict_to_groups=groups_to_restrict_to,
)
inventory.sync()
##########################################################################
# SSH EXECUTOR
##########################################################################
if args.use_private_ip:
logger.info("Using each node's private IP address")
executor = RemoteExecutor(
user=args.remote_user,
ssh_allow_missing_host_keys=args.ssh_allow_missing_host_keys,
ssh_path_to_private_key=args.ssh_path_to_private_key,
override_host=args.override_ssh_host,
ssh_password=args.ssh_password,
use_private_ip=args.use_private_ip,
ssh_kill_command=args.ssh_kill_command,
)
##########################################################################
# INTERACTIVE MODE
##########################################################################
if args.mode == 'interactive':
# create a command parser
cmd = PSCmd(
inventory=inventory,
driver=driver,
executor=executor,
k8s_inventory=k8s_inventory,
)
logger.info("STARTING INTERACTIVE MODE")
while True:
try:
cmd.cmdloop()
except GeneratorExit:
print("Exiting")
sys.exit(0)
except KeyboardInterrupt:
print()
print("Ctrl-c again to quit")
try:
six.moves.input()
except KeyboardInterrupt:
sys.exit(0)
return
##########################################################################
# METRICS
##########################################################################
metric_collector = StdoutCollector()
if args.prometheus_collector:
flask_debug = os.environ.get("FLASK_DEBUG")
flask_env = os.environ.get("FLASK_ENVIROMENT")
if flask_debug is not None or (flask_env is not None
and flask_env != "production"):
logger.error(
"PROMETHEUS METRICS NOT SUPPORTED WHEN USING FLASK RELOAD. NOT STARTING THE SERVER"
)
else:
logger.info("Starting prometheus metrics server on %s",
args.prometheus_port)
start_http_server(args.prometheus_port, args.prometheus_host)
metric_collector = PrometheusCollector()
elif args.datadog_collector:
logger.info("Starting datadog collector")
metric_collector = DatadogCollector()
else:
logger.info("Using stdout metrics collector")
##########################################################################
# AUTONOMOUS MODE
##########################################################################
if args.mode == 'autonomous':
# read and validate the policy
policy = PolicyRunner.load_file(args.policy_file)
if not PolicyRunner.is_policy_valid(policy):
logger.error("Policy not valid. See log output above.")
return sys.exit(1)
# run the metrics server if requested
if not args.headless:
# Create an instance of the singleton server state, ensuring all logs
# for retrieval from the web interface
state = ServerState(
policy,
inventory,
k8s_inventory,
driver,
executor,
args.host,
args.port,
args.policy_file,
metric_collector=metric_collector,
)
server_log_handler = ServerStateLogHandler()
server_log_handler.setLevel(log_level)
logger.addHandler(server_log_handler)
state.start_policy_runner()
# start the server
logger.info("Starting the UI server")
start_server(args.host, args.port, args.accept_proxy_headers)
else:
logger.info("NOT starting the UI server")
logger.info("STARTING AUTONOMOUS MODE")
PolicyRunner.run(policy,
inventory,
k8s_inventory,
driver,
executor,
metric_collector=metric_collector)
##########################################################################
# LABEL MODE
##########################################################################
elif args.mode == 'label':
label_runner = LabelRunner(
inventory,
k8s_inventory,
driver,
executor,
min_seconds_between_runs=args.min_seconds_between_runs,
max_seconds_between_runs=args.max_seconds_between_runs,
namespace=args.kubernetes_namespace,
metric_collector=metric_collector,
)
logger.info("STARTING LABEL MODE")
label_runner.run()
##########################################################################
# DEMO MODE
##########################################################################
elif args.mode == 'demo':
aggressiveness = int(args.aggressiveness)
if not 1 <= aggressiveness <= 5:
print("Aggressiveness must be between 1 and 5 inclusive")
sys.exit(1)
metrics_server_client = MetricsServerClient(args.metrics_server_path)
demo_runner = DemoRunner(
inventory,
k8s_inventory,
driver,
executor,
metrics_server_client,
aggressiveness=aggressiveness,
min_seconds_between_runs=args.min_seconds_between_runs,
max_seconds_between_runs=args.max_seconds_between_runs,
namespace=args.kubernetes_namespace,
metric_collector=metric_collector,
)
logger.info("STARTING DEMO MODE")
demo_runner.run()
def main(argv):
"""
The main function to invoke the powerfulseal cli
"""
args = parse_args(args=argv)
if args.mode is None:
return parse_args(['--help'])
##########################################################################
# VALIDATE POLICY MODE
##########################################################################
if args.mode == 'validate':
policy = PolicyRunner.load_file(args.policy_file)
if PolicyRunner.is_policy_valid(policy):
return print('OK')
print("Policy not valid. See log output above.")
return os.exit(1)
##########################################################################
# LOGGING
##########################################################################
# Ensure the logger config propagates from the root module of this package
logger = logging.getLogger(__name__.split('.')[0])
# The default level should be set to logging.DEBUG to ensure that the stdout
# stream handler can filter to the user-specified verbosity level while the
# server logging handler can receive all logs
logger.setLevel(logging.DEBUG)
# Configure logging for stdout
if not args.verbose:
log_level = logging.ERROR
elif args.verbose == 1:
log_level = logging.WARNING
elif args.verbose == 2:
log_level = logging.INFO
else:
log_level = logging.DEBUG
stdout_handler = logging.StreamHandler()
stdout_handler.setLevel(log_level)
logger.addHandler(stdout_handler)
coloredlogs.install(logger=logger)
##########################################################################
# KUBERNETES
##########################################################################
kube_config = args.kubeconfig
logger.info("Creating kubernetes client with config %s", kube_config)
k8s_client = K8sClient(kube_config=kube_config)
k8s_inventory = K8sInventory(k8s_client=k8s_client)
##########################################################################
# CLOUD DRIVER
##########################################################################
if args.openstack:
logger.info("Building OpenStack driver")
driver = OpenStackDriver(cloud=args.openstack_cloud_name, )
elif args.aws:
logger.info("Building AWS driver")
driver = AWSDriver()
else:
logger.info("No driver - some functionality disabled")
driver = NoCloudDriver()
##########################################################################
# INVENTORY
##########################################################################
if args.inventory_file:
logger.info("Reading inventory from %s", args.inventory_file)
groups_to_restrict_to = read_inventory_file_to_dict(
args.inventory_file)
else:
logger.info("Attempting to read the inventory from kubernetes")
groups_to_restrict_to = k8s_client.get_nodes_groups()
logger.debug("Restricting inventory to %s" % groups_to_restrict_to)
inventory = NodeInventory(
driver=driver,
restrict_to_groups=groups_to_restrict_to,
)
inventory.sync()
##########################################################################
# SSH EXECUTOR
##########################################################################
executor = RemoteExecutor(
user=args.remote_user,
ssh_allow_missing_host_keys=args.ssh_allow_missing_host_keys,
ssh_path_to_private_key=args.ssh_path_to_private_key,
override_host=args.override_ssh_host,
)
##########################################################################
# INTERACTIVE MODE
##########################################################################
if args.mode == 'interactive':
# create a command parser
cmd = PSCmd(
inventory=inventory,
driver=driver,
executor=executor,
k8s_inventory=k8s_inventory,
)
logger.info("STARTING INTERACTIVE MODE")
while True:
try:
cmd.cmdloop()
except KeyboardInterrupt:
print()
print("Ctrl-c again to quit")
try:
input()
except KeyboardInterrupt:
sys.exit(0)
return
##########################################################################
# METRICS
##########################################################################
metric_collector = StdoutCollector()
if args.prometheus_collector:
logger.info("Starting prometheus metrics server on %s",
args.prometheus_port)
start_http_server(args.prometheus_port, args.prometheus_host)
metric_collector = PrometheusCollector()
else:
logger.info("Not starting prometheus collector")
##########################################################################
# AUTONOMOUS MODE
##########################################################################
if args.mode == 'autonomous':
# read and validate the policy
policy = PolicyRunner.load_file(args.policy_file)
if not PolicyRunner.is_policy_valid(policy):
logger.info("Policy not valid. See log output above.")
return os.exit(1)
# run the metrics server if requested
if not args.headless:
# Create an instance of the singleton server state, ensuring all logs
# for retrieval from the web interface
state = ServerState(
policy,
inventory,
k8s_inventory,
driver,
executor,
args.host,
args.port,
args.policy_file,
metric_collector=metric_collector,
)
server_log_handler = ServerStateLogHandler()
server_log_handler.setLevel(log_level)
logger.addHandler(server_log_handler)
state.start_policy_runner()
# start the server
logger.info("Starting the UI server")
start_server(args.host, args.port)
else:
logger.info("NOT starting the UI server")
logger.info("STARTING AUTONOMOUS MODE")
PolicyRunner.run(policy,
inventory,
k8s_inventory,
driver,
executor,
metric_collector=metric_collector)
##########################################################################
# LABEL MODE
##########################################################################
elif args.mode == 'label':
label_runner = LabelRunner(
inventory,
k8s_inventory,
driver,
executor,
min_seconds_between_runs=args.min_seconds_between_runs,
max_seconds_between_runs=args.max_seconds_between_runs,
namespace=args.kubernetes_namespace,
metric_collector=metric_collector,
)
logger.info("STARTING LABEL MODE")
label_runner.run()
##########################################################################
# DEMO MODE
##########################################################################
elif args.mode == 'demo':
aggressiveness = int(args.aggressiveness)
if not 1 <= aggressiveness <= 5:
print("Aggressiveness must be between 1 and 5 inclusive")
os.exit(1)
heapster_client = HeapsterClient(args.heapster_path)
demo_runner = DemoRunner(
inventory,
k8s_inventory,
driver,
executor,
heapster_client,
aggressiveness=aggressiveness,
min_seconds_between_runs=args.min_seconds_between_runs,
max_seconds_between_runs=args.max_seconds_between_runs,
namespace=args.kubernetes_namespace,
metric_collector=metric_collector,
)
logger.info("STARTING DEMO MODE")
demo_runner.run()
def main(argv):
"""
The main function to invoke the powerfulseal cli
"""
args = parse_args(args=argv)
# Configure logging
# Ensure the logger config propagates from the root module of this package
logger = logging.getLogger(__name__.split('.')[0])
# The default level should be set to logging.DEBUG to ensure that the stdout
# stream handler can filter to the user-specified verbosity level while the
# server logging handler can receive all logs
logger.setLevel(logging.DEBUG)
# Configure logging for stdout
if not args.verbose:
log_level = logging.ERROR
elif args.verbose == 1:
log_level = logging.WARNING
elif args.verbose == 2:
log_level = logging.INFO
else:
log_level = logging.DEBUG
stdout_handler = logging.StreamHandler()
stdout_handler.setLevel(log_level)
logger.addHandler(stdout_handler)
# build cloud provider driver
logger.debug("Building the driver")
if args.open_stack_cloud:
logger.info("Building OpenStack driver")
driver = OpenStackDriver(cloud=args.open_stack_cloud_name, )
elif args.aws_cloud:
logger.info("Building AWS driver")
driver = AWSDriver()
else:
logger.info("No driver - some functionality disabled")
driver = NoCloudDriver()
# build a k8s client
kube_config = args.kube_config
logger.debug("Creating kubernetes client with config %d", kube_config)
k8s_client = K8sClient(kube_config=kube_config)
k8s_inventory = K8sInventory(k8s_client=k8s_client)
# read the local inventory
logger.debug("Fetching the inventory")
if args.inventory_file:
groups_to_restrict_to = read_inventory_file_to_dict(
args.inventory_file)
else:
logger.info("Attempting to read the inventory from kubernetes")
groups_to_restrict_to = k8s_client.get_nodes_groups()
logger.debug("Restricting inventory to %s" % groups_to_restrict_to)
inventory = NodeInventory(
driver=driver,
restrict_to_groups=groups_to_restrict_to,
)
inventory.sync()
# create an executor
executor = RemoteExecutor(
user=args.remote_user,
ssh_allow_missing_host_keys=args.ssh_allow_missing_host_keys,
ssh_path_to_private_key=args.ssh_path_to_private_key,
)
# create the collector which defaults to StdoutCollector()
metric_collector = StdoutCollector()
if args.prometheus_collector:
if not args.prometheus_host:
raise argparse.ArgumentTypeError(
"The Prometheus host must be specified with --prometheus-host")
if not args.prometheus_port:
raise argparse.ArgumentTypeError(
"The Prometheus port must be specified with --prometheus-port")
start_http_server(args.prometheus_port, args.prometheus_host)
metric_collector = PrometheusCollector()
if args.server:
# If the policy file already exists, then it must be valid. Otherwise,
# create the policy file and write a default, empty policy to it.
try:
if not (os.path.exists(args.run_policy_file)
and os.path.isfile(args.run_policy_file)):
# Create a new policy file
with open(args.run_policy_file, "w") as f:
policy = PolicyRunner.DEFAULT_POLICY
f.write(yaml.dump(policy, default_flow_style=False))
else:
policy = PolicyRunner.load_file(args.run_policy_file)
if not PolicyRunner.is_policy_valid(policy):
print("Policy file exists but is not valid. Exiting.")
sys.exit(-1)
except IOError:
print("Unable to perform file operations. Exiting.")
sys.exit(-1)
# Create an instance of the singleton server state, ensuring all logs
# for retrieval from the web interface
ServerState(policy, inventory, k8s_inventory, driver, executor,
args.server_host, args.server_port, args.run_policy_file)
server_log_handler = ServerStateLogHandler()
server_log_handler.setLevel(logging.DEBUG)
logger.addHandler(server_log_handler)
start_server(args.server_host, int(args.server_port))
elif args.interactive:
# create a command parser
cmd = PSCmd(
inventory=inventory,
driver=driver,
executor=executor,
k8s_inventory=k8s_inventory,
)
while True:
try:
cmd.cmdloop()
except KeyboardInterrupt:
print()
print("Ctrl-c again to quit")
try:
input()
except KeyboardInterrupt:
sys.exit(0)
elif args.demo:
aggressiveness = int(args.aggressiveness)
if not 1 <= aggressiveness <= 5:
print("Aggressiveness must be between 1 and 5 inclusive")
exit()
heapster_client = HeapsterClient(args.heapster_path)
demo_runner = DemoRunner(
inventory,
k8s_inventory,
driver,
executor,
heapster_client,
aggressiveness=aggressiveness,
min_seconds_between_runs=int(args.min_seconds_between_runs),
max_seconds_between_runs=int(args.max_seconds_between_runs),
namespace=args.namespace)
demo_runner.run()
elif args.label:
label_runner = LabelRunner(
inventory,
k8s_inventory,
driver,
executor,
min_seconds_between_runs=int(args.min_seconds_between_runs),
max_seconds_between_runs=int(args.max_seconds_between_runs),
namespace=args.namespace)
label_runner.run()
elif args.validate_policy_file:
policy = PolicyRunner.load_file(args.validate_policy_file)
if PolicyRunner.is_policy_valid(policy):
logger.info("All good, captain")
else:
logger.error("Policy not valid. See log output above.")
elif args.run_policy_file:
policy = PolicyRunner.load_file(args.run_policy_file)
if not PolicyRunner.is_policy_valid(policy):
logger.error("Policy not valid. See log output above.")
PolicyRunner.run(policy,
inventory,
k8s_inventory,
driver,
executor,
metric_collector=metric_collector)
def main(argv):
"""
The main function to invoke the powerfulseal cli
"""
args = parse_args(args=argv)
# Configure logging
if not args.verbose:
log_level = logging.ERROR
elif args.verbose == 1:
log_level = logging.WARNING
elif args.verbose == 2:
log_level = logging.INFO
else:
log_level = logging.DEBUG
logging.basicConfig(stream=sys.stdout, level=log_level)
logger = logging.getLogger(__name__)
logger.setLevel(log_level)
# build cloud provider driver
logger.debug("Building the driver")
if args.open_stack_cloud:
logger.info("Building OpenStack driver")
driver = OpenStackDriver(cloud=args.open_stack_cloud_name, )
elif args.aws_cloud:
logger.info("Building AWS driver")
driver = AWSDriver()
else:
logger.info("No driver - some functionality disabled")
driver = NoCloudDriver()
# build a k8s client
kube_config = args.kube_config
logger.debug("Creating kubernetes client with config %d", kube_config)
k8s_client = K8sClient(kube_config=kube_config)
k8s_inventory = K8sInventory(k8s_client=k8s_client)
# read the local inventory
logger.debug("Fetching the inventory")
if args.inventory_file:
groups_to_restrict_to = read_inventory_file_to_dict(
args.inventory_file)
else:
logger.info("Attempting to read the inventory from kubernetes")
groups_to_restrict_to = k8s_client.get_nodes_groups()
logger.debug("Restricting inventory to %s" % groups_to_restrict_to)
inventory = NodeInventory(
driver=driver,
restrict_to_groups=groups_to_restrict_to,
)
inventory.sync()
# create an executor
executor = RemoteExecutor(
user=args.remote_user,
ssh_allow_missing_host_keys=args.ssh_allow_missing_host_keys,
ssh_path_to_private_key=args.ssh_path_to_private_key,
)
# create the collector which defaults to StdoutCollector()
metric_collector = StdoutCollector()
if args.prometheus_collector:
if not args.prometheus_host:
raise argparse.ArgumentTypeError(
"The Prometheus host must be specified with --prometheus-host")
if not args.prometheus_port:
raise argparse.ArgumentTypeError(
"The Prometheus port must be specified with --prometheus-port")
start_http_server(args.prometheus_port, args.prometheus_host)
metric_collector = PrometheusCollector()
if args.interactive:
# create a command parser
cmd = PSCmd(
inventory=inventory,
driver=driver,
executor=executor,
k8s_inventory=k8s_inventory,
)
while True:
try:
cmd.cmdloop()
except KeyboardInterrupt:
print()
print("Ctrl-c again to quit")
try:
input()
except KeyboardInterrupt:
sys.exit(0)
elif args.demo:
aggressiveness = int(args.aggressiveness)
if not 1 <= aggressiveness <= 5:
print("Aggressiveness must be between 1 and 5 inclusive")
exit()
heapster_client = HeapsterClient(args.heapster_path)
demo_runner = DemoRunner(
inventory,
k8s_inventory,
driver,
executor,
heapster_client,
aggressiveness=aggressiveness,
min_seconds_between_runs=int(args.min_seconds_between_runs),
max_seconds_between_runs=int(args.max_seconds_between_runs),
namespace=args.namespace)
demo_runner.run()
elif args.label:
label_runner = LabelRunner(
inventory,
k8s_inventory,
driver,
executor,
min_seconds_between_runs=int(args.min_seconds_between_runs),
max_seconds_between_runs=int(args.max_seconds_between_runs),
namespace=args.namespace)
label_runner.run()
elif args.validate_policy_file:
PolicyRunner.validate_file(args.validate_policy_file)
print("All good, captain")
elif args.run_policy_file:
policy = PolicyRunner.validate_file(args.run_policy_file)
PolicyRunner.run(policy,
inventory,
k8s_inventory,
driver,
executor,
metric_collector=metric_collector)
def test_filter_top():
first_quintile_runner = DemoRunner(None,
None,
None,
None,
None,
aggressiveness=1)
assert len(
first_quintile_runner.filter_top([MagicMock() for _ in range(5)])) == 1
assert len(
first_quintile_runner.filter_top([MagicMock()
for _ in range(10)])) == 2
assert len(
first_quintile_runner.filter_top([MagicMock() for _ in range(3)])) == 0
third_quintile_runner = DemoRunner(None,
None,
None,
None,
None,
aggressiveness=3)
assert len(
third_quintile_runner.filter_top([MagicMock() for _ in range(5)])) == 3
assert len(
third_quintile_runner.filter_top([MagicMock()
for _ in range(10)])) == 6
assert len(
third_quintile_runner.filter_top([MagicMock() for _ in range(3)])) == 1
all_runner = DemoRunner(NodeInventory(None),
None,
None,
None,
None,
aggressiveness=5)
assert len(all_runner.filter_top([MagicMock() for _ in range(5)])) == 5
assert len(all_runner.filter_top([MagicMock() for _ in range(10)])) == 10
assert len(all_runner.filter_top([MagicMock() for _ in range(3)])) == 3