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