11 KiB
How to write ScenarioTest based VCR tests
The ScenarioTest
class was introduced in pull request
#2393.
It is the preferred base class for all VCR based test cases from now on.
The ScenarioTest
class is designed to be a better and easier test harness
for authoring scenario based VCR tests.
Pull request #3621 extracted code useful for other Azure test settings to its own package called azure-devtools. The test harness in azure-cli-testsdk provides a compatibility layer between that common code and CLI-specific tests, adding functionality such as executing CLI commands and checking JSON output.
Sample 1. Basic fixture
from azure.cli.testsdk import ScenarioTest
class StorageAccountTests(ScenarioTest):
def test_list_storage_account(self):
self.cmd('az storage account list')
Notes:
- When the test is run and no recording file is available,
the test will be run in live mode.
A recording file will be created at
recording/<test_method_name>.yaml
. - Wrap the command in the
self.cmd
method. It will assert that the exit code of the command is zero. - All the functions and classes you need for writing tests
are included in the
azure.cli.testsdk
namespace. It is recommended not to import from a sub-namespace to avoid breaking changes.
Sample 2. Validate the return value in JSON
class StorageAccountTests(ScenarioTest):
def test_list_storage_account(self):
accounts_list = self.cmd('az storage account list').get_output_in_json()
assert len(accounts_list) > 0
Notes:
- The return value of
self.cmd
is an instance of the classExecutionResult
. It has the exit code and stdout as its properties. get_output_in_json
deserializes the output to a JSON object.
Tip: Don't make any rigid assertions based on assumptions which may not stand in a live test environment.
Sample 3. Validate the return JSON value using JMESPath
from azure.cli.testsdk import ScenarioTest, JMESPathCheck
class StorageAccountTests(ScenarioTest):
def test_list_storage_account(self):
self.cmd('az account list-locations',
checks=[JMESPathCheck("[?name=='westus'].displayName | [0]", 'West US')])
Notes:
- What is JMESPath? JMESPath is a query language for JSON.
- If a command returns JSON, multiple JMESPath based checks can be added to the checks list to validate the result.
- In addition to the
JMESPatchCheck
, there are other checks likeNoneCheck
which validate the output isNone
. The check mechanism is extensible. Any callable accepting a singleExecutionResult
argument can act as a check.
Sample 4. Prepare a resource group for a test
from azure.cli.testsdk import ScenarioTest, JMESPathCheck, ResourceGroupPreparer
class StorageAccountTests(ScenarioTest):
@ResourceGroupPreparer()
def test_create_storage_account(self, resource_group):
self.cmd('az group show -n {}'.format(resource_group), checks=[
JMESPathCheck('name', resource_group),
JMESPathCheck('properties.provisioningState', 'Succeeded')
])
Notes:
- The preparers are executed before each test in the test class when
setUp
is executed. Any resources created in this way will be cleaned up after testing. - The resource group name is injected into the test method as a parameter.
By default
ResourceGroupPreparer
passes the value as theresource_group
parameter. The target parameter can be customized (see following samples). - The resource group will be deleted asynchronously for performance reason.
Sample 5. Get more from ResourceGroupPreparer
class StorageAccountTests(ScenarioTest):
@ResourceGroupPreparer(parameter_name='group_name', parameter_name_for_location='group_location')
def test_create_storage_account(self, group_name, group_location):
self.cmd('az group show -n {}'.format(group_name), checks=[
JMESPathCheck('name', group_name),
JMESPathCheck('location', group_location),
JMESPathCheck('properties.provisioningState', 'Succeeded')
])
Notes:
- In addition to the name, the location of the resource group can be also injected into the test method.
- Both parameters' names can be customized.
- The test method parameter accepting the location value is optional. The test harness will inspect the method signature and decide if the value will be added to the keyword arguments.
Sample 6. Random name and name mapping
class StorageAccountTests(ScenarioTest):
@ResourceGroupPreparer(parameter_name_for_location='location')
def test_create_storage_account(self, resource_group, location):
name = self.create_random_name(prefix='cli', length=24)
self.cmd('az storage account create -n {} -g {} --sku {} -l {}'.format(
name, resource_group, 'Standard_LRS', location))
self.cmd('az storage account show -n {} -g {}'.format(name, resource_group), checks=[
JMESPathCheck('name', name),
JMESPathCheck('location', location),
JMESPathCheck('sku.name', 'Standard_LRS'),
JMESPathCheck('kind', 'Storage')
])
Note:
One of the most important features of ScenarioTest
is name management.
For the tests to be able to run in a live environment and avoid name collision
a strong name randomization is required.
On the other hand, for the tests to be recorded and replayed,
the naming mechanism must be repeatable during playback mode.
The self.create_random_name
method helps the test achieve both goals.
The method will create a random name during recording, and when it is called during playback, it returns a name (internally it is called moniker) based on the sequence of the name request. The order won't change once the test is written. Peek into the recording file, and you will find no random name. For example, note names like 'clitest.rg000001' in the sample recording below: they aren't the names of the resources which are actually created in Azure. They're replaced before the requests are recorded.
- request:
body: '{"location": "westus", "tags": {"use": "az-test"}}'
headers:
Accept: [application/json]
Accept-Encoding: ['gzip, deflate']
CommandName: [group create]
Connection: [keep-alive]
Content-Length: ['50']
Content-Type: [application/json; charset=utf-8]
User-Agent: [python/3.5.2 (Darwin-16.4.0-x86_64-i386-64bit) requests/2.9.1 msrest/0.4.6
msrest_azure/0.4.7 resourcemanagementclient/0.30.2 Azure-SDK-For-Python
AZURECLI/2.0.0+dev]
accept-language: [en-US]
method: PUT
uri: https://management.azure.com/subscriptions/00000000-0000-0000-0000-000000000000/resourcegroups/clitest.rg000001?api-version=2016-09-01
response:
body: {string: '{"id":"/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/clitest.rg000001","name":"clitest.rg000001","location":"westus","tags":{"use":"az-test"},"properties":{"provisioningState":"Succeeded"}}'}
headers:
cache-control: [no-cache]
content-length: ['326']
content-type: [application/json; charset=utf-8]
date: ['Fri, 10 Mar 2017 17:59:58 GMT']
expires: ['-1']
pragma: [no-cache]
strict-transport-security: [max-age=31536000; includeSubDomains]
x-ms-ratelimit-remaining-subscription-writes: ['1199']
status: {code: 201, message: Created}
In short, always use self.create_random_name
to generate
the name of any Azure resource used in a test.
Also, make sure the correct length is given to the method
because different resources have different limitations on the name length.
The method will always try to create the longest name possible
to fully randomize the name.
Sample 7. Prepare a storage account for tests
from azure.cli.testsdk import ScenarioTest, ResourceGroupPreparer, StorageAccountPreparer
class StorageAccountTests(ScenarioTest):
@ResourceGroupPreparer()
@StorageAccountPreparer()
def test_list_storage_accounts(self, storage_account):
accounts = self.cmd('az storage account list').get_output_in_json()
search = [account for account in accounts if account['name'] == storage_account]
assert len(search) == 1
Note:
- Like
ResourceGroupPreparer
, you can useStorageAccountPreparer
to prepare a disposable storage account for the test. The account is deleted along with the resource group during test teardown. - Creation of a storage account requires a resource group.
Therefore
ResourceGroupPrepare
must be placed aboveStorageAccountPreparer
, since preparers are designed to be executed from top to bottom. (The core preparer implementation is in the AbstractPreparer class in the azure-devtools package.) - The preparers communicate among themselves
by adding values to the
kwargs
of the decorated methods. Therefore theStorageAccountPreparer
uses the resource group created in the precedingResourceGroupPreparer
. - The
StorageAccountPreparer
can be further customized to modify the parameters of the created storage account:
@StorageAccountPreparer(sku='Standard_LRS', location='southcentralus', parameter_name='storage')
Sample 8. Prepare multiple storage accounts for tests
class StorageAccountTests(ScenarioTest):
@ResourceGroupPreparer()
@StorageAccountPreparer(parameter_name='account_1')
@StorageAccountPreparer(parameter_name='account_2')
def test_list_storage_accounts(self, account_1, account_2):
accounts_list = self.cmd('az storage account list').get_output_in_json()
assert len(accounts_list) >= 2
assert next(acc for acc in accounts_list if acc['name'] == account_1)
assert next(acc for acc in accounts_list if acc['name'] == account_2)
Note:
- Two storage account names will be assigned to different function parameters.
- The resource group name is not needed for the test so the function doesn't have to declare a parameter to accept the name. However it doesn't mean that the resource group is not created. Its name is in the keyword parameter dictionary for any other preparer to consume, but it is removed before the test function is actually invoked.