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import boto3
import pytest
from botocore.exceptions import ClientError
from moto import mock_aws
from moto.core import DEFAULT_ACCOUNT_ID as ACCOUNT_ID
region = "us-east-1"
account_id = None
valid_domains = [
"RETAIL",
"CUSTOM",
"INVENTORY_PLANNING",
"EC2_CAPACITY",
"WORK_FORCE",
"WEB_TRAFFIC",
"METRICS",
]
@pytest.mark.parametrize("domain", valid_domains)
@mock_aws
def test_forecast_dataset_group_create(domain):
name = "example_dataset_group"
client = boto3.client("forecast", region_name=region)
response = client.create_dataset_group(DatasetGroupName=name, Domain=domain)
assert response["ResponseMetadata"]["HTTPStatusCode"] == 200
assert response["DatasetGroupArn"] == (
f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/{name}"
)
@mock_aws
def test_forecast_dataset_group_create_invalid_domain():
name = "example_dataset_group"
client = boto3.client("forecast", region_name=region)
invalid_domain = "INVALID"
with pytest.raises(ClientError) as exc:
client.create_dataset_group(DatasetGroupName=name, Domain=invalid_domain)
assert exc.value.response["Error"]["Code"] == "ValidationException"
assert exc.value.response["Error"]["Message"] == (
f"1 validation error detected: Value '{invalid_domain}' at 'domain' "
"failed to satisfy constraint: Member must satisfy enum value set "
"['INVENTORY_PLANNING', 'METRICS', 'RETAIL', 'EC2_CAPACITY', "
"'CUSTOM', 'WEB_TRAFFIC', 'WORK_FORCE']"
)
@pytest.mark.parametrize("name", [" ", "a" * 64])
@mock_aws
def test_forecast_dataset_group_create_invalid_name(name):
client = boto3.client("forecast", region_name=region)
with pytest.raises(ClientError) as exc:
client.create_dataset_group(DatasetGroupName=name, Domain="CUSTOM")
assert exc.value.response["Error"]["Code"] == "ValidationException"
assert (
f"1 validation error detected: Value '{name}' at 'datasetGroupName' "
"failed to satisfy constraint: Member must"
) in exc.value.response["Error"]["Message"]
@mock_aws
def test_forecast_dataset_group_create_duplicate_fails():
client = boto3.client("forecast", region_name=region)
client.create_dataset_group(DatasetGroupName="name", Domain="RETAIL")
with pytest.raises(ClientError) as exc:
client.create_dataset_group(DatasetGroupName="name", Domain="RETAIL")
assert exc.value.response["Error"]["Code"] == "ResourceAlreadyExistsException"
@mock_aws
def test_forecast_dataset_group_list_default_empty():
client = boto3.client("forecast", region_name=region)
resp = client.list_dataset_groups()
assert resp["DatasetGroups"] == []
@mock_aws
def test_forecast_dataset_group_list_some():
client = boto3.client("forecast", region_name=region)
client.create_dataset_group(DatasetGroupName="hello", Domain="CUSTOM")
result = client.list_dataset_groups()
assert len(result["DatasetGroups"]) == 1
assert result["DatasetGroups"][0]["DatasetGroupArn"] == (
f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/hello"
)
@mock_aws
def test_forecast_delete_dataset_group():
dataset_group_name = "name"
dataset_group_arn = (
f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/{dataset_group_name}"
)
client = boto3.client("forecast", region_name=region)
client.create_dataset_group(DatasetGroupName=dataset_group_name, Domain="CUSTOM")
client.delete_dataset_group(DatasetGroupArn=dataset_group_arn)
@mock_aws
def test_forecast_delete_dataset_group_missing():
client = boto3.client("forecast", region_name=region)
missing_dsg_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/missing"
with pytest.raises(ClientError) as exc:
client.delete_dataset_group(DatasetGroupArn=missing_dsg_arn)
assert exc.value.response["Error"]["Code"] == "ResourceNotFoundException"
assert (
exc.value.response["Error"]["Message"] == f"No resource found {missing_dsg_arn}"
)
@mock_aws
def test_forecast_update_dataset_arns_empty():
dataset_group_name = "name"
dataset_group_arn = (
f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/{dataset_group_name}"
)
client = boto3.client("forecast", region_name=region)
client.create_dataset_group(DatasetGroupName=dataset_group_name, Domain="CUSTOM")
client.update_dataset_group(DatasetGroupArn=dataset_group_arn, DatasetArns=[])
@mock_aws
def test_forecast_update_dataset_group_not_found():
client = boto3.client("forecast", region_name=region)
dataset_group_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/test"
with pytest.raises(ClientError) as exc:
client.update_dataset_group(DatasetGroupArn=dataset_group_arn, DatasetArns=[])
assert exc.value.response["Error"]["Code"] == "ResourceNotFoundException"
assert (
exc.value.response["Error"]["Message"]
== f"No resource found {dataset_group_arn}"
)
@mock_aws
def test_describe_dataset_group():
name = "test"
client = boto3.client("forecast", region_name=region)
dataset_group_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/{name}"
client.create_dataset_group(DatasetGroupName=name, Domain="CUSTOM")
result = client.describe_dataset_group(DatasetGroupArn=dataset_group_arn)
assert result.get("DatasetGroupArn") == dataset_group_arn
assert result.get("Domain") == "CUSTOM"
assert result.get("DatasetArns") == []
@mock_aws
def test_describe_dataset_group_missing():
client = boto3.client("forecast", region_name=region)
dataset_group_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/name"
with pytest.raises(ClientError) as exc:
client.describe_dataset_group(DatasetGroupArn=dataset_group_arn)
assert exc.value.response["Error"]["Code"] == "ResourceNotFoundException"
assert (
exc.value.response["Error"]["Message"]
== f"No resource found {dataset_group_arn}"
)
@mock_aws
def test_create_dataset_group_missing_datasets():
client = boto3.client("forecast", region_name=region)
dataset_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/name"
with pytest.raises(ClientError) as exc:
client.create_dataset_group(
DatasetGroupName="name", Domain="CUSTOM", DatasetArns=[dataset_arn]
)
assert exc.value.response["Error"]["Code"] == "InvalidInputException"
assert exc.value.response["Error"]["Message"] == (
f"Dataset arns: [{dataset_arn}] are not found"
)
@mock_aws
def test_update_dataset_group_missing_datasets():
name = "test"
client = boto3.client("forecast", region_name=region)
dataset_group_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset-group/{name}"
client.create_dataset_group(DatasetGroupName=name, Domain="CUSTOM")
dataset_arn = f"arn:aws:forecast:{region}:{ACCOUNT_ID}:dataset/name"
with pytest.raises(ClientError) as exc:
client.update_dataset_group(
DatasetGroupArn=dataset_group_arn, DatasetArns=[dataset_arn]
)
assert exc.value.response["Error"]["Code"] == "InvalidInputException"
assert exc.value.response["Error"]["Message"] == (
f"Dataset arns: [{dataset_arn}] are not found"
)
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