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import json
from unittest.mock import MagicMock
import pytest
from assertpy import assert_that
from freezegun import freeze_time
from pcluster.schemas.cluster_schema import ClusterSchema
from pcluster.templates.cdk_builder import CDKTemplateBuilder
from pcluster.templates.queues_stack import add_network_interfaces
from pcluster.utils import load_json_dict, load_yaml_dict
from tests.pcluster.aws.dummy_aws_api import mock_aws_api
from tests.pcluster.models.dummy_s3_bucket import dummy_cluster_bucket, mock_bucket_object_utils
from tests.pcluster.templates.test_cluster_stack import IamPolicyAssertion, get_generated_template_and_cdk_assets
from tests.pcluster.utils import get_asset_content_with_resource_name
@pytest.mark.parametrize(
"config_file_name, iam_policy_assertions",
[
(
"config.yaml",
[
IamPolicyAssertion(
expected_statements=[
{
"Action": "ec2:DescribeInstanceAttribute",
"Effect": "Allow",
"Resource": "*",
"Sid": "Ec2",
},
{
"Action": "s3:GetObject",
"Effect": "Allow",
"Resource": {
"Fn::Join": [
"",
[
"arn:",
{"Ref": "AWS::Partition"},
":s3:::",
{"Ref": "AWS::Region"},
"-aws-parallelcluster/*",
],
]
},
"Sid": "S3GetObj",
},
{
"Action": "cloudformation:DescribeStackResource",
"Effect": "Allow",
"Resource": {
"Ref": "AWS::StackId",
},
"Sid": "CloudFormation",
},
{
"Action": [
"dynamodb:UpdateItem",
"dynamodb:PutItem",
"dynamodb:GetItem",
],
"Effect": "Allow",
"Resource": {
"Fn::Join": [
"",
[
"arn:",
{"Ref": "AWS::Partition"},
":dynamodb:",
{"Ref": "AWS::Region"},
":",
{"Ref": "AWS::AccountId"},
":table/parallelcluster-clustername",
],
]
},
"Sid": "DynamoDBTable",
},
]
),
],
),
],
)
def test_compute_nodes_iam_permissions(
mocker,
config_file_name,
iam_policy_assertions,
test_datadir,
):
generated_template, cdk_assets = get_generated_template_and_cdk_assets(
mocker,
config_file_name,
test_datadir,
)
asset_content_iam_policies = get_asset_content_with_resource_name(
cdk_assets,
"ParallelClusterPolicies15b342af42246b70",
)
for iam_policy_assertion in iam_policy_assertions:
iam_policy_assertion.assert_iam_policy_properties(
asset_content_iam_policies, "ParallelClusterPolicies15b342af42246b70"
)
@freeze_time("2024-01-15T15:30:45")
@pytest.mark.parametrize(
"config_file_name, expected_compute_node_dna_json_file_name, expected_compute_node_extra_json_file_name",
[
("config-1.yaml", "dna-1.json", "extra-1.json"),
("config-2.yaml", "dna-2.json", "extra-2.json"),
],
)
def test_compute_nodes_dna_json(
mocker,
test_datadir,
config_file_name,
expected_compute_node_dna_json_file_name,
expected_compute_node_extra_json_file_name,
):
mock_aws_api(mocker)
mock_bucket_object_utils(mocker)
# Read yaml and render CF Template
input_yaml = load_yaml_dict(test_datadir / config_file_name)
cluster_config = ClusterSchema(cluster_name="clustername").load(input_yaml)
_, cdk_assets = CDKTemplateBuilder().build_cluster_template(
cluster_config=cluster_config, bucket=dummy_cluster_bucket(), stack_name="clustername"
)
# Generated dna.json and extra.json
compute_node_lt_asset = get_asset_content_with_resource_name(cdk_assets, "LaunchTemplateA7211c84b953696f")
compute_node_lt = compute_node_lt_asset["Resources"]["LaunchTemplateA7211c84b953696f"]
compute_node_dna_json = render_join(
compute_node_lt["Properties"]["LaunchTemplateData"]["UserData"]["Fn::Base64"]["Fn::Sub"][1]["DnaJson"][
"Fn::Join"
]
)
compute_node_extra_json = compute_node_lt["Properties"]["LaunchTemplateData"]["UserData"]["Fn::Base64"]["Fn::Sub"][
1
]["ExtraJson"]
# Expected dna.json and extra.json
expected_compute_node_dna_json = load_json_dict(test_datadir / expected_compute_node_dna_json_file_name)
expected_compute_node_extra_json = load_json_dict(test_datadir / expected_compute_node_extra_json_file_name)
# Assertions on dna.json
assert_that(json.loads(compute_node_dna_json)).is_equal_to(expected_compute_node_dna_json)
# Assertions on extra.json
assert_that(json.loads(compute_node_extra_json)).is_equal_to(expected_compute_node_extra_json)
class NetworkCard:
def __init__(self, index, max_interfaces=1):
self._index = index
self._max_interfaces = max_interfaces
def network_card_index(self):
return self._index
def maximum_network_interfaces(self):
return self._max_interfaces
@pytest.mark.parametrize(
"efa_enabled, instance_type, network_cards_list, expected_interfaces, efa_interface_type, max_efa, max_cards",
[
# GB200 EFA enabled: NCI-0=interface (MaxENIs=15 but no EFA on NCI-0), odd=efa-only, even=efa-only
(
True,
"p6e-gb200.WHATEVER_SIZE",
[NetworkCard(0, 15), NetworkCard(1), NetworkCard(2, 2), NetworkCard(3), NetworkCard(4, 2)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 1, "interface_type": "efa-only", "device_index": 0},
{"network_card_index": 2, "interface_type": "efa-only", "device_index": 1},
{"network_card_index": 3, "interface_type": "efa-only", "device_index": 0},
{"network_card_index": 4, "interface_type": "efa-only", "device_index": 1},
],
None,
16,
17,
),
# GB200 EFA disabled: skip odd cards, even cards get interface (unchanged)
(
False,
"p6e-gb200.WHATEVER_SIZE",
[NetworkCard(0, 15), NetworkCard(1), NetworkCard(2, 2), NetworkCard(3), NetworkCard(4, 2)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 2, "interface_type": None, "device_index": 1},
{"network_card_index": 4, "interface_type": None, "device_index": 1},
],
None,
16,
17,
),
# Generic multi-NIC EFA enabled: NCI-0=interface+efa-only, NCI-1+=efa-only
(
True,
"NOTp6e-gb200.WHATEVER_SIZE",
[NetworkCard(0, 2), NetworkCard(1, 2), NetworkCard(2, 2)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 0, "interface_type": "efa-only", "device_index": 1},
{"network_card_index": 1, "interface_type": "efa-only", "device_index": 1},
{"network_card_index": 2, "interface_type": "efa-only", "device_index": 1},
],
None,
3,
3,
),
# Generic multi-NIC EFA enabled, MaxENIs=1 per card (hpc6id-like): NCI-0 fallback to efa, NCI-1+=efa-only
(
True,
"NOTp6e-gb200.WHATEVER_SIZE",
[NetworkCard(0), NetworkCard(1), NetworkCard(2)],
[
{"network_card_index": 0, "interface_type": "efa", "device_index": 0},
{"network_card_index": 1, "interface_type": "efa-only", "device_index": 0},
{"network_card_index": 2, "interface_type": "efa-only", "device_index": 0},
],
None,
3,
3,
),
# Generic multi-NIC EFA disabled (unchanged)
(
False,
"NOTp6e-gb200.WHATEVER_SIZE",
[NetworkCard(0, 2), NetworkCard(1, 2), NetworkCard(2, 2)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 1, "interface_type": None, "device_index": 1},
{"network_card_index": 2, "interface_type": None, "device_index": 1},
],
None,
3,
3,
),
# B300 EFA enabled: NCI-0=interface (MaxEfa<MaxCards), NCI-1+=efa-only
(
True,
"p6-b300.WHATEVER_SIZE",
[NetworkCard(0, 4), NetworkCard(1, 4), NetworkCard(2, 4), NetworkCard(3, 4), NetworkCard(4, 4)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 1, "interface_type": "efa-only", "device_index": 1},
{"network_card_index": 2, "interface_type": "efa-only", "device_index": 1},
{"network_card_index": 3, "interface_type": "efa-only", "device_index": 1},
{"network_card_index": 4, "interface_type": "efa-only", "device_index": 1},
],
None,
16,
17,
),
# B300 EFA disabled (unchanged)
(
False,
"p6-b300.WHATEVER_SIZE",
[NetworkCard(0, 4), NetworkCard(1, 4), NetworkCard(2, 4)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 1, "interface_type": None, "device_index": 1},
{"network_card_index": 2, "interface_type": None, "device_index": 1},
],
None,
16,
17,
),
# Single-NIC EFA enabled: NCI-0=interface+efa-only
(
True,
"c5n.18xlarge",
[NetworkCard(0, 15)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 0, "interface_type": "efa-only", "device_index": 1},
],
None,
1,
1,
),
# Single-NIC EFA enabled, MaxENIs=1 (hpc5a-like): fallback to efa
(
True,
"hpc5a.48xlarge",
[NetworkCard(0)],
[
{"network_card_index": 0, "interface_type": "efa", "device_index": 0},
],
None,
1,
1,
),
# Legacy opt-out: EfaInterfaceType=efa restores old behavior
(
True,
"NOTp6e-gb200.WHATEVER_SIZE",
[NetworkCard(0, 2), NetworkCard(1, 2), NetworkCard(2, 2)],
[
{"network_card_index": 0, "interface_type": "efa", "device_index": 0},
{"network_card_index": 1, "interface_type": "efa", "device_index": 1},
{"network_card_index": 2, "interface_type": "efa", "device_index": 1},
],
"efa",
3,
3,
),
# Legacy opt-out on GB200: restores PC 3.14 behavior (even=efa, odd=efa-only)
(
True,
"p6e-gb200.WHATEVER_SIZE",
[NetworkCard(0, 15), NetworkCard(1), NetworkCard(2, 2), NetworkCard(3), NetworkCard(4, 2)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 1, "interface_type": "efa-only", "device_index": 0},
{"network_card_index": 2, "interface_type": "efa", "device_index": 1},
{"network_card_index": 3, "interface_type": "efa-only", "device_index": 0},
{"network_card_index": 4, "interface_type": "efa", "device_index": 1},
],
"efa",
16,
17,
),
# Legacy opt-out on B300: NCI-0 stays interface, NCI-1+ switch to efa
(
True,
"p6-b300.WHATEVER_SIZE",
[NetworkCard(0, 4), NetworkCard(1, 4), NetworkCard(2, 4), NetworkCard(3, 4)],
[
{"network_card_index": 0, "interface_type": None, "device_index": 0},
{"network_card_index": 1, "interface_type": "efa", "device_index": 1},
{"network_card_index": 2, "interface_type": "efa", "device_index": 1},
{"network_card_index": 3, "interface_type": "efa", "device_index": 1},
],
"efa",
16,
17,
),
],
)
def test_add_compute_resource_launch_template(
mocker,
efa_enabled,
instance_type,
test_datadir,
network_cards_list,
expected_interfaces,
efa_interface_type,
max_efa,
max_cards,
):
mock_compute_resource = MagicMock()
mock_compute_resource.name = "test-compute-resource"
mock_compute_resource.instance_types = [instance_type]
mock_compute_resource.efa.enabled = efa_enabled
mock_compute_resource.network_cards_list = network_cards_list
mock_compute_resource.max_efa_interfaces = max_efa
mock_compute_resource.max_network_cards = max_cards
mock_queue = MagicMock()
mock_queue.name = "test-queue"
network_interfaces = add_network_interfaces(
mock_queue, mock_compute_resource, ["sg-12345"], efa_interface_type=efa_interface_type
)
assert len(network_interfaces) == len(expected_interfaces)
for actual, expected in zip(network_interfaces, expected_interfaces):
assert actual.network_card_index == expected["network_card_index"]
assert actual.interface_type == expected["interface_type"]
assert actual.device_index == expected["device_index"]
def render_join(elem: dict):
sep = str(elem[0])
body = elem[1]
rendered_body = []
for item in body:
if isinstance(item, str):
rendered_body.append(str(item).strip())
elif isinstance(item, dict):
rendered_body.append(str(json.dumps(item).replace('"', '\\"')).strip())
else:
raise ValueError("Found unsupported item type while rendering Fn::Join")
return sep.join(rendered_body)
@pytest.mark.parametrize(
"override_lt_data, expected_overrides",
[
# Override NetworkInterfaces only
pytest.param(
{"NetworkInterfaces": [{"DeviceIndex": 0, "InterfaceType": "efa", "Groups": ["sg-override"]}]},
[
(
"LaunchTemplateData.NetworkInterfaces",
[{"DeviceIndex": 0, "InterfaceType": "efa", "Groups": ["sg-override"]}],
)
],
id="Override NetworkInterfaces",
),
],
)
def test_apply_launch_template_overrides(mocker, override_lt_data, expected_overrides):
"""Test that _apply_launch_template_overrides calls add_property_override for each property."""
from pcluster.templates.queues_stack import _apply_launch_template_overrides
# Mock the launch template CDK construct
mock_launch_template = MagicMock()
# Mock the compute resource with launch template overrides
mock_compute_resource = MagicMock()
mock_compute_resource.launch_template_overrides.launch_template_id = "lt-12345678901234567"
mock_compute_resource.launch_template_overrides.version = 1
# Mock the EC2 API call
mock_aws_api = mocker.patch("pcluster.templates.queues_stack.AWSApi")
mock_aws_api.instance().ec2.describe_launch_template_version.return_value = override_lt_data
# Call the function
_apply_launch_template_overrides(mock_launch_template, mock_compute_resource)
# Verify the overrides were applied
assert mock_launch_template.add_property_override.call_count == len(expected_overrides)
for path, value in expected_overrides:
mock_launch_template.add_property_override.assert_any_call(path, value)