moto/tests/test_emrcontainers/test_emrcontainers.py

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"""Unit tests for emrcontainers-supported APIs."""
from datetime import datetime, timezone, timedelta
import re
from unittest.mock import patch
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from unittest import SkipTest
import boto3
from botocore.exceptions import ClientError, ParamValidationError
import pytest
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from moto import mock_emrcontainers, settings
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from moto.core import DEFAULT_ACCOUNT_ID as ACCOUNT_ID
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from moto.emrcontainers import REGION as DEFAULT_REGION
@pytest.fixture(scope="function", name="client")
def fixture_client():
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with mock_emrcontainers():
yield boto3.client("emr-containers", region_name=DEFAULT_REGION)
@pytest.fixture(scope="function", name="virtual_cluster_factory")
def fixture_virtual_cluster_factory(client):
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if settings.TEST_SERVER_MODE:
raise SkipTest("Cant manipulate time in server mode")
cluster_state = ["RUNNING", "TERMINATING", "TERMINATED", "ARRESTED"]
cluster_list = []
for idx, state in enumerate(cluster_state):
with patch("moto.emrcontainers.models.VIRTUAL_CLUSTER_STATUS", state):
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resp = client.create_virtual_cluster(
name="test-emr-virtual-cluster",
containerProvider={
"type": "EKS",
"id": "test-eks-cluster",
"info": {"eksInfo": {"namespace": f"emr-container-{idx}"}},
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},
)
cluster_list.append(resp["id"])
yield cluster_list
@pytest.fixture(name="job_factory")
def fixture_job_factory(client, virtual_cluster_factory):
virtual_cluster_id = virtual_cluster_factory[0]
default_job_driver = {
"sparkSubmitJobDriver": {
"entryPoint": "s3://code/pi.py",
"sparkSubmitParameters": (
"--conf spark.executor.instances=2 --conf spark.executor.memory=2G "
"--conf spark.driver.memory=2G --conf spark.executor.cores=4"
),
}
}
default_execution_role_arn = f"arn:aws:iam::{ACCOUNT_ID}:role/iamrole-emrcontainers"
default_release_label = "emr-6.3.0-latest"
job_state = [
"PENDING",
"SUBMITTED",
"RUNNING",
"FAILED",
"CANCELLED",
"CANCEL_PENDING",
"COMPLETED",
]
job_list = []
for idx, state in enumerate(job_state):
with patch("moto.emrcontainers.models.JOB_STATUS", state):
resp = client.start_job_run(
name=f"test_job_{idx}",
virtualClusterId=virtual_cluster_id,
executionRoleArn=default_execution_role_arn,
releaseLabel=default_release_label,
jobDriver=default_job_driver,
)
job_list.append(resp["id"])
yield job_list
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class TestCreateVirtualCluster:
@staticmethod
@mock_emrcontainers
def test_create_virtual_cluster(client):
resp = client.create_virtual_cluster(
name="test-emr-virtual-cluster",
containerProvider={
"type": "EKS",
"id": "test-eks-cluster",
"info": {"eksInfo": {"namespace": "emr-container"}},
},
)
cluster_count = len(client.list_virtual_clusters()["virtualClusters"])
assert resp["name"] == "test-emr-virtual-cluster"
assert re.match(r"[a-z,0-9]{25}", resp["id"])
assert (
resp["arn"]
== f"arn:aws:emr-containers:us-east-1:{ACCOUNT_ID}:/virtualclusters/{resp['id']}"
)
assert cluster_count == 1
@staticmethod
@mock_emrcontainers
def test_create_virtual_cluster_on_same_namespace(client):
client.create_virtual_cluster(
name="test-emr-virtual-cluster",
containerProvider={
"type": "EKS",
"id": "test-eks-cluster",
"info": {"eksInfo": {"namespace": "emr-container"}},
},
)
with pytest.raises(ClientError) as exc:
client.create_virtual_cluster(
name="test-emr-virtual-cluster",
containerProvider={
"type": "EKS",
"id": "test-eks-cluster",
"info": {"eksInfo": {"namespace": "emr-container"}},
},
)
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert (
err["Message"] == "A virtual cluster already exists in the given namespace"
)
class TestDeleteVirtualCluster:
@pytest.fixture(autouse=True)
def _setup_environment(self, client, virtual_cluster_factory):
self.client = client
self.virtual_cluster_ids = virtual_cluster_factory
def test_existing_virtual_cluster(self):
resp = self.client.delete_virtual_cluster(id=self.virtual_cluster_ids[0])
assert resp["id"] == self.virtual_cluster_ids[0]
def test_non_existing_virtual_cluster(self):
with pytest.raises(ClientError) as exc:
self.client.delete_virtual_cluster(id="foobaa")
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert err["Message"] == "VirtualCluster does not exist"
class TestDescribeVirtualCluster:
@pytest.fixture(autouse=True)
def _setup_environment(self, client, virtual_cluster_factory):
self.client = client
self.virtual_cluster_ids = virtual_cluster_factory
def test_existing_virtual_cluster(self):
resp = self.client.describe_virtual_cluster(id=self.virtual_cluster_ids[0])
expected_resp = {
"arn": (
f"arn:aws:emr-containers:us-east-1:{ACCOUNT_ID}:"
f"/virtualclusters/{self.virtual_cluster_ids[0]}"
),
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"containerProvider": {
"id": "test-eks-cluster",
"info": {"eksInfo": {"namespace": "emr-container-0"}},
"type": "EKS",
},
"createdAt": (
datetime.today()
.replace(hour=0, minute=0, second=0, microsecond=0)
.replace(tzinfo=timezone.utc)
),
"id": self.virtual_cluster_ids[0],
"name": "test-emr-virtual-cluster",
"state": "RUNNING",
}
assert resp["virtualCluster"] == expected_resp
def test_non_existing_virtual_cluster(self):
with pytest.raises(ClientError) as exc:
self.client.describe_virtual_cluster(id="foobaa")
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert err["Message"] == "Virtual cluster foobaa doesn't exist."
class TestListVirtualClusters:
today = datetime.now()
yesterday = today - timedelta(days=1)
tomorrow = today + timedelta(days=1)
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@pytest.fixture(autouse=True)
def _setup_environment(
self, client, virtual_cluster_factory
): # pylint: disable=unused-argument
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self.client = client
@pytest.mark.parametrize(
"list_virtual_clusters_args,job_count",
[
({}, 4),
({"containerProviderId": "test-eks-cluster"}, 4),
({"containerProviderId": "foobaa"}, 0),
({"containerProviderType": "EKS"}, 4),
({"containerProviderType": "AKS"}, 0),
({"createdAfter": yesterday}, 4),
({"createdAfter": tomorrow}, 0),
({"createdAfter": yesterday, "states": ["RUNNING"]}, 1),
({"createdAfter": tomorrow, "states": ["RUNNING"]}, 0),
(
{
"createdAfter": yesterday,
"states": ["RUNNING", "TERMINATED"],
"maxResults": 1,
},
1,
),
({"createdBefore": yesterday}, 0),
({"createdBefore": tomorrow}, 4),
({"createdBefore": yesterday, "states": ["RUNNING"]}, 0),
({"createdBefore": tomorrow, "states": ["RUNNING"]}, 1),
(
{
"createdBefore": tomorrow,
"states": ["RUNNING", "TERMINATED"],
"maxResults": 1,
},
1,
),
({"states": ["RUNNING"]}, 1),
({"states": ["RUNNING", "TERMINATED"]}, 2),
({"states": ["FOOBAA"]}, 0),
({"maxResults": 1}, 1),
],
)
def test_base(self, list_virtual_clusters_args, job_count):
resp = self.client.list_virtual_clusters(**list_virtual_clusters_args)
assert len(resp["virtualClusters"]) == job_count
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def test_next_token(self):
resp = self.client.list_virtual_clusters(maxResults=2)
assert len(resp["virtualClusters"]) == 2
resp = self.client.list_virtual_clusters(nextToken=resp["nextToken"])
assert len(resp["virtualClusters"]) == 2
class TestStartJobRun:
default_job_driver = {
"sparkSubmitJobDriver": {
"entryPoint": "s3://code/pi.py",
"sparkSubmitParameters": (
"--conf spark.executor.instances=2 --conf spark.executor.memory=2G"
"--conf spark.driver.memory=2G --conf spark.executor.cores=4"
),
}
}
default_configuration_overrides = {
"applicationConfiguration": [
{
"classification": "spark-defaults",
"properties": {"spark.dynamicAllocation.enabled": "false"},
}
],
"monitoringConfiguration": {
"cloudWatchMonitoringConfiguration": {
"logGroupName": "/emr-containers/jobs",
"logStreamNamePrefix": "demo",
},
"s3MonitoringConfiguration": {"logUri": "s3://joblogs"},
},
}
default_execution_role_arn = f"arn:aws:iam::{ACCOUNT_ID}:role/iamrole-emrcontainers"
default_release_label = "emr-6.3.0-latest"
@pytest.fixture(autouse=True)
def _setup_environment(self, client, virtual_cluster_factory):
self.client = client
self.virtual_cluster_id = virtual_cluster_factory[0]
def test_start(self):
resp = self.client.start_job_run(
name="test_job",
virtualClusterId=self.virtual_cluster_id,
executionRoleArn=self.default_execution_role_arn,
releaseLabel=self.default_release_label,
jobDriver=self.default_job_driver,
configurationOverrides=self.default_configuration_overrides,
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)
assert re.match(r"[a-z,0-9]{19}", resp["id"])
assert resp["name"] == "test_job"
assert resp["arn"] == (
f"arn:aws:emr-containers:us-east-1:{ACCOUNT_ID}:"
f"/virtualclusters/{self.virtual_cluster_id}/jobruns/{resp['id']}"
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)
assert resp["virtualClusterId"] == self.virtual_cluster_id
def test_invalid_execution_role_arn(self):
with pytest.raises(ParamValidationError) as exc:
self.client.start_job_run(
name="test_job",
virtualClusterId="foobaa",
executionRoleArn="foobaa",
releaseLabel="foobaa",
jobDriver={},
)
assert exc.typename == "ParamValidationError"
assert (
"Parameter validation failed:\nInvalid length for parameter "
"executionRoleArn, value: 6, valid min length: 20"
) in exc.value.args
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def test_invalid_virtual_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.start_job_run(
name="test_job",
virtualClusterId="foobaa",
executionRoleArn=self.default_execution_role_arn,
releaseLabel="foobaa",
jobDriver={},
)
err = exc.value.response["Error"]
assert err["Code"] == "ResourceNotFoundException"
assert err["Message"] == "Virtual cluster foobaa doesn't exist."
def test_invalid_release_label(self):
with pytest.raises(ClientError) as exc:
self.client.start_job_run(
name="test_job",
virtualClusterId=self.virtual_cluster_id,
executionRoleArn=self.default_execution_role_arn,
releaseLabel="foobaa",
jobDriver={},
)
err = exc.value.response["Error"]
assert err["Code"] == "ResourceNotFoundException"
assert err["Message"] == "Release foobaa doesn't exist."
class TestCancelJobRun:
@pytest.fixture(autouse=True)
def _setup_environment(self, client, virtual_cluster_factory, job_factory):
self.client = client
self.virtual_cluster_id = virtual_cluster_factory[0]
self.job_list = job_factory
def test_valid_id_valid_cluster_id(self):
resp = self.client.cancel_job_run(
id=self.job_list[2], virtualClusterId=self.virtual_cluster_id
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)
assert resp["id"] == self.job_list[2]
assert resp["virtualClusterId"] == self.virtual_cluster_id
def test_invalid_id_invalid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.cancel_job_run(id="foobaa", virtualClusterId="foobaa")
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert err["Message"] == "Invalid job run short id"
def test_invalid_id_valid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.cancel_job_run(
id="foobaa", virtualClusterId=self.virtual_cluster_id
)
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert err["Message"] == "Invalid job run short id"
def test_valid_id_invalid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.cancel_job_run(id=self.job_list[0], virtualClusterId="foobaa")
err = exc.value.response["Error"]
assert err["Code"] == "ResourceNotFoundException"
assert err["Message"] == f"Job run {self.job_list[0]} doesn't exist."
def test_non_existing_id_invalid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.cancel_job_run(
id="123456789abcdefghij", virtualClusterId=self.virtual_cluster_id
)
err = exc.value.response["Error"]
assert err["Code"] == "ResourceNotFoundException"
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assert err["Message"] == "Job run 123456789abcdefghij doesn't exist."
def test_wrong_job_state(self):
with pytest.raises(ClientError) as exc:
self.client.cancel_job_run(
id=self.job_list[6], virtualClusterId=self.virtual_cluster_id
)
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert (
err["Message"]
== f"Job run {self.job_list[6]} is not in a cancellable state"
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)
class TestListJobRuns:
today = datetime.now()
yesterday = today - timedelta(days=1)
tomorrow = today + timedelta(days=1)
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@pytest.fixture(autouse=True)
def _setup_environment(
self, client, virtual_cluster_factory, job_factory
): # pylint: disable=unused-argument
self.client = client
self.virtual_cluster_id = virtual_cluster_factory[0]
@pytest.mark.parametrize(
"list_job_runs_arg,job_count",
[
({}, 7),
({"createdAfter": yesterday}, 7),
({"createdAfter": tomorrow}, 0),
({"createdAfter": yesterday, "states": ["RUNNING"]}, 1),
({"createdAfter": tomorrow, "states": ["RUNNING"]}, 0),
(
{
"createdAfter": yesterday,
"states": ["RUNNING", "TERMINATED"],
"maxResults": 1,
},
1,
),
({"createdBefore": yesterday}, 0),
({"createdBefore": tomorrow}, 7),
(
{
"createdBefore": tomorrow,
"states": ["RUNNING", "TERMINATED"],
"maxResults": 1,
},
1,
),
({"name": "test_job_1"}, 1),
({"name": "foobaa"}, 0),
({"states": ["RUNNING"]}, 1),
({"states": ["RUNNING", "COMPLETED"]}, 2),
({"states": ["FOOBAA"]}, 0),
({"maxResults": 1}, 1),
],
)
def test_base(self, list_job_runs_arg, job_count):
resp = self.client.list_job_runs(
virtualClusterId=self.virtual_cluster_id, **list_job_runs_arg
)
assert len(resp["jobRuns"]) == job_count
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def test_invalid_virtual_cluster_id(self):
resp = self.client.list_job_runs(virtualClusterId="foobaa")
assert len(resp["jobRuns"]) == 0
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def test_next_token(self):
resp = self.client.list_job_runs(
virtualClusterId=self.virtual_cluster_id, maxResults=2
)
assert len(resp["jobRuns"]) == 2
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resp = self.client.list_job_runs(
virtualClusterId=self.virtual_cluster_id, nextToken=resp["nextToken"]
)
assert len(resp["jobRuns"]) == 5
class TestDescribeJobRun:
@pytest.fixture(autouse=True)
def _setup_environment(self, client, virtual_cluster_factory, job_factory):
self.client = client
self.virtual_cluster_id = virtual_cluster_factory[0]
self.job_list = job_factory
def test_valid_id_valid_cluster_id(self):
self.client.cancel_job_run(
id=self.job_list[2], virtualClusterId=self.virtual_cluster_id
)
resp = self.client.describe_job_run(
id=self.job_list[2], virtualClusterId=self.virtual_cluster_id
)
expected = {
"arn": (
f"arn:aws:emr-containers:us-east-1:{ACCOUNT_ID}"
f":/virtualclusters/{self.virtual_cluster_id}"
f"/jobruns/{self.job_list[2]}"
),
"createdAt": (
datetime.today()
.replace(hour=0, minute=0, second=0, microsecond=0)
.replace(tzinfo=timezone.utc)
),
"executionRoleArn": f"arn:aws:iam::{ACCOUNT_ID}:role/iamrole-emrcontainers",
"finishedAt": (
datetime.today()
.replace(hour=0, minute=1, second=0, microsecond=0)
.replace(tzinfo=timezone.utc)
),
"id": self.job_list[2],
"jobDriver": {
"sparkSubmitJobDriver": {
"entryPoint": "s3://code/pi.py",
"sparkSubmitParameters": "--conf "
"spark.executor.instances=2 "
"--conf "
"spark.executor.memory=2G "
"--conf "
"spark.driver.memory=2G "
"--conf "
"spark.executor.cores=4",
}
},
"name": "test_job_2",
"releaseLabel": "emr-6.3.0-latest",
"state": "CANCELLED",
"stateDetails": "JobRun CANCELLED successfully.",
"virtualClusterId": self.virtual_cluster_id,
}
assert expected.items() <= resp["jobRun"].items()
def test_invalid_id_invalid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.describe_job_run(id="foobaa", virtualClusterId="foobaa")
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert err["Message"] == "Invalid job run short id"
def test_invalid_id_valid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.describe_job_run(
id="foobaa", virtualClusterId=self.virtual_cluster_id
)
err = exc.value.response["Error"]
assert err["Code"] == "ValidationException"
assert err["Message"] == "Invalid job run short id"
def test_valid_id_invalid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.describe_job_run(id=self.job_list[0], virtualClusterId="foobaa")
err = exc.value.response["Error"]
assert err["Code"] == "ResourceNotFoundException"
assert err["Message"] == f"Job run {self.job_list[0]} doesn't exist."
def test_non_existing_id_invalid_cluster_id(self):
with pytest.raises(ClientError) as exc:
self.client.describe_job_run(
id="123456789abcdefghij", virtualClusterId=self.virtual_cluster_id
)
err = exc.value.response["Error"]
assert err["Code"] == "ResourceNotFoundException"
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assert err["Message"] == "Job run 123456789abcdefghij doesn't exist."