Microsoft Azure SDK for Python
This is the Microsoft Azure Cognitive Services Management Client Library.
This package has been tested with Python 3.7+.
For a more complete view of Azure libraries, see the azure sdk python release.
Disclaimer
Azure SDK Python packages support for Python 2.7 has ended 01 January 2022. For more information and questions, please refer to https://github.com/Azure/azure-sdk-for-python/issues/20691
Getting started
Prerequisites
Install the package
pip install azure-mgmt-cognitiveservices
pip install azure-identity
Authentication
By default, Azure Active Directory token authentication depends on correct configure of following environment variables.
AZURE_CLIENT_ID
for Azure client ID.
AZURE_TENANT_ID
for Azure tenant ID.
AZURE_CLIENT_SECRET
for Azure client secret.
In addition, Azure subscription ID can be configured via environment variable AZURE_SUBSCRIPTION_ID
.
With above configuration, client can be authenticated by following code:
from azure.identity import DefaultAzureCredential
from azure.mgmt.cognitiveservices import CognitiveServicesManagementClient
import os
sub_id = os.getenv("AZURE_SUBSCRIPTION_ID")
client = CognitiveServicesManagementClient(credential=DefaultAzureCredential(), subscription_id=sub_id)
Examples
Code samples for this package can be found at:
Troubleshooting
Next steps
Provide Feedback
If you encounter any bugs or have suggestions, please file an issue in the
Issues
section of the project.
Release History
13.5.0 (2023-07-21)
Features Added
- Added operation group ModelsOperations
- Added operation group UsagesOperations
- Model AccountModel has a new parameter is_default_version
- Model AccountModel has a new parameter skus
- Model AccountModel has a new parameter source
- Model AccountProperties has a new parameter abuse_penalty
- Model CommitmentPlanProperties has a new parameter provisioning_issues
- Model Deployment has a new parameter sku
- Model DeploymentModel has a new parameter source
- Model DeploymentProperties has a new parameter rate_limits
- Model DeploymentProperties has a new parameter version_upgrade_option
- Model UsageListResult has a new parameter next_link
13.4.0 (2023-02-15)
Features Added
- Added operation CommitmentPlansOperations.begin_create_or_update_association
- Added operation CommitmentPlansOperations.begin_create_or_update_plan
- Added operation CommitmentPlansOperations.begin_delete_association
- Added operation CommitmentPlansOperations.begin_delete_plan
- Added operation CommitmentPlansOperations.begin_update_plan
- Added operation CommitmentPlansOperations.get_association
- Added operation CommitmentPlansOperations.get_plan
- Added operation CommitmentPlansOperations.list_associations
- Added operation CommitmentPlansOperations.list_plans_by_resource_group
- Added operation CommitmentPlansOperations.list_plans_by_subscription
- Model AccountModel has a new parameter finetune_capabilities
- Model AccountModel has a new parameter lifecycle_status
- Model AccountProperties has a new parameter commitment_plan_associations
- Model AccountProperties has a new parameter locations
- Model CommitmentPlan has a new parameter kind
- Model CommitmentPlan has a new parameter location
- Model CommitmentPlan has a new parameter sku
- Model CommitmentPlan has a new parameter tags
- Model CommitmentPlanProperties has a new parameter commitment_plan_guid
- Model CommitmentPlanProperties has a new parameter provisioning_state
13.4.0b1 (2022-12-29)
Features Added
- Added operation CommitmentPlansOperations.begin_create_or_update_association
- Added operation CommitmentPlansOperations.begin_create_or_update_plan
- Added operation CommitmentPlansOperations.begin_delete_association
- Added operation CommitmentPlansOperations.begin_delete_plan
- Added operation CommitmentPlansOperations.begin_update_plan
- Added operation CommitmentPlansOperations.get_association
- Added operation CommitmentPlansOperations.get_plan
- Added operation CommitmentPlansOperations.list_associations
- Added operation CommitmentPlansOperations.list_plans_by_resource_group
- Added operation CommitmentPlansOperations.list_plans_by_subscription
- Model AccountModel has a new parameter finetune_capabilities
- Model AccountModel has a new parameter lifecycle_status
- Model AccountProperties has a new parameter commitment_plan_associations
- Model AccountProperties has a new parameter locations
- Model CommitmentPlan has a new parameter kind
- Model CommitmentPlan has a new parameter location
- Model CommitmentPlan has a new parameter sku
- Model CommitmentPlan has a new parameter tags
- Model CommitmentPlanProperties has a new parameter commitment_plan_guid
- Model CommitmentPlanProperties has a new parameter provisioning_state
13.3.0 (2022-10-24)
Features Added
- Model AccountModel has a new parameter call_rate_limit
- Model DeploymentModel has a new parameter call_rate_limit
- Model DeploymentProperties has a new parameter call_rate_limit
- Model DeploymentProperties has a new parameter capabilities
- Model DeploymentProperties has a new parameter rai_policy_name
13.2.0 (2022-06-08)
Features
scale_type
of Model DeploymentScaleType has a new Enum type STANDARD
13.1.0 (2022-03-25)
Features
- Added operation AccountsOperations.list_models
- Model AccountProperties has a new parameter deletion_date
- Model AccountProperties has a new parameter dynamic_throttling_enabled
- Model AccountProperties has a new parameter scheduled_purge_date
- Model DeploymentScaleSettings has a new parameter active_capacity
13.0.0 (2021-11-15)
Features
- Model DomainAvailability has a new parameter kind
- Model CheckDomainAvailabilityParameter has a new parameter kind
- Added operation group CommitmentPlansOperations
- Added operation group CommitmentTiersOperations
- Added operation group DeploymentsOperations
Breaking changes
- Operation CognitiveServicesManagementClientOperationsMixin.check_domain_availability has a new signature
12.0.0 (2021-06-03)
Features
- Model UserOwnedStorage has a new parameter identity_client_id
- Model Sku has a new parameter family
- Model Sku has a new parameter capacity
- Model Sku has a new parameter size
- Model PrivateEndpointConnection has a new parameter location
- Model PrivateEndpointConnection has a new parameter system_data
- Model PrivateEndpointConnection has a new parameter etag
- Model PrivateEndpointConnectionProperties has a new parameter provisioning_state
- Model KeyVaultProperties has a new parameter identity_client_id
- Model PrivateLinkServiceConnectionState has a new parameter actions_required
- Added operation PrivateEndpointConnectionsOperations.begin_create_or_update
- Added operation PrivateEndpointConnectionsOperations.begin_delete
- Added operation AccountsOperations.list_usages
- Added operation AccountsOperations.begin_delete
- Added operation AccountsOperations.get
- Added operation AccountsOperations.begin_create
- Added operation AccountsOperations.begin_update
- Added operation group DeletedAccountsOperations
Breaking changes
- Model PrivateLinkServiceConnectionState no longer has parameter action_required
- Removed operation PrivateEndpointConnectionsOperations.create_or_update
- Removed operation PrivateEndpointConnectionsOperations.delete
- Removed operation AccountsOperations.delete
- Removed operation AccountsOperations.create
- Removed operation AccountsOperations.get_usages
- Removed operation AccountsOperations.update
- Removed operation AccountsOperations.get_properties
11.0.0 (2020-12-22)
Features
- Model CognitiveServicesAccountProperties has a new parameter date_created
11.0.0b1 (2020-11-03)
This is beta preview version.
This version uses a next-generation code generator that introduces important breaking changes, but also important new features (like unified authentication and async programming).
General breaking changes
-
Credential system has been completly revamped:
azure.common.credentials
or msrestazure.azure_active_directory
instances are no longer supported, use the azure-identity
classes instead: https://pypi.org/project/azure-identity/
credentials
parameter has been renamed credential
-
The config
attribute no longer exists on a client, configuration should be passed as kwarg. Example: MyClient(credential, subscription_id, enable_logging=True)
. For a complete set of
supported options, see the parameters accept in init documentation of azure-core
-
You can't import a version
module anymore, use __version__
instead
-
Operations that used to return a msrest.polling.LROPoller
now returns a azure.core.polling.LROPoller
and are prefixed with begin_
.
-
Exceptions tree have been simplified and most exceptions are now azure.core.exceptions.HttpResponseError
(CloudError
has been removed).
-
Most of the operation kwarg have changed. Some of the most noticeable:
General new features
- Type annotations support using
typing
. SDKs are mypy ready.
- This client has now stable and official support for async. Check the
aio
namespace of your package to find the async client.
- This client now support natively tracing library like OpenCensus or OpenTelemetry. See this tracing quickstart for an overview.
6.3.0 (2020-10-09)
Features
- Model CognitiveServicesAccountApiProperties has a new parameter website_name
- Model CognitiveServicesAccountApiProperties has a new parameter super_user
- Model CognitiveServicesAccountApiProperties has a new parameter aad_client_id
- Model CognitiveServicesAccountApiProperties has a new parameter aad_tenant_id
- Added operation PrivateEndpointConnectionsOperations.list
6.2.0 (2020-05-29)
Features
- Model CognitiveServicesAccountProperties has a new parameter public_network_access
- Model CognitiveServicesAccountProperties has a new parameter private_endpoint_connections
- Model CognitiveServicesAccountProperties has a new parameter capabilities
- Added operation group PrivateEndpointConnectionsOperations
- Added operation group PrivateLinkResourcesOperations
6.1.0 (2020-03-25)
Features
- Model CognitiveServicesAccount has a new parameter identity
- Model CognitiveServicesAccountProperties has a new parameter user_owned_storage
- Model CognitiveServicesAccountProperties has a new parameter encryption
6.0.0 (2020-02-07)
Features
- Model CognitiveServicesAccount has a new parameter properties
- Added operation CognitiveServicesManagementClientOperationsMixin.check_sku_availability
Breaking changes
- Operation AccountsOperations.create has a new signature
- Model CognitiveServicesAccount no longer has parameter network_acls
- Model CognitiveServicesAccount no longer has parameter provisioning_state
- Model CognitiveServicesAccount no longer has parameter internal_id
- Model CognitiveServicesAccount no longer has parameter custom_sub_domain_name
- Model CognitiveServicesAccount no longer has parameter endpoint
- Model NetworkRuleSet no longer has parameter bypass
- Operation AccountsOperations.update has a new signature
- Removed operation group CheckSkuAvailabilityOperations
5.0.0 (2019-06-21)
Features
- Model CognitiveServicesAccount has a new parameter network_acls
- Add operation check_domain_availability
General Breaking changes
This version uses a next-generation code generator that might
introduce breaking changes for some imports. In summary, some modules
were incorrectly visible/importable and have been renamed. This fixed
several issues caused by usage of classes that were not supposed to be
used in the first place.
- CognitiveServicesManagementClient cannot be imported from
azure.mgmt.cognitiveservices.v20xx_yy_zz.cognitive_services_management_client
anymore (import from azure.mgmt.cognitiveservices.v20xx_yy_zz
works like before)
- CognitiveServicesManagementClientConfiguration import has been moved
from
azure.mgmt.cognitiveservices.v20xx_yy_zz.cognitive_services_management_client
to azure.mgmt.cognitiveservices.v20xx_yy_zz
- A model
MyClass
from a "models" sub-module cannot be imported
anymore using
azure.mgmt.cognitiveservices.v20xx_yy_zz.models.my_class
(import from azure.mgmt.cognitiveservices.v20xx_yy_zz.models
works like before)
- An operation class
MyClassOperations
from an operations
sub-module cannot be imported anymore using
azure.mgmt.cognitiveservices.v20xx_yy_zz.operations.my_class_operations
(import from
azure.mgmt.cognitiveservices.v20xx_yy_zz.operations
works like
before)
Last but not least, HTTP connection pooling is now enabled by default.
You should always use a client as a context manager, or call close(), or
use no more than one client per process.
4.0.0 (2019-05-01)
Features
- Model CognitiveServicesAccount has a new parameter
custom_sub_domain_name
- Model CognitiveServicesAccountUpdateParameters has a new parameter
properties
- Operation AccountsOperations.update now takes optional properties
Breaking changes
- Remove limited enum Kind and SkuName. Replace all usage by a simple
string (e.g. "Bing.SpellCheck.v7")
3.0.0 (2018-05-21)
General Breaking changes
This version uses a next-generation code generator that might
introduce breaking changes.
- Model signatures now use only keyword-argument syntax. All
positional arguments must be re-written as keyword-arguments. To
keep auto-completion in most cases, models are now generated for
Python 2 and Python 3. Python 3 uses the "*" syntax for
keyword-only arguments.
- Enum types now use the "str" mixin (class AzureEnum(str, Enum)) to
improve the behavior when unrecognized enum values are encountered.
While this is not a breaking change, the distinctions are important,
and are documented here:
https://docs.python.org/3/library/enum.html#others At a glance:
- "is" should not be used at all.
- "format" will return the string value, where "%s" string
formatting will return
NameOfEnum.stringvalue
. Format syntax
should be prefered.
- New Long Running Operation:
- Return type changes from
msrestazure.azure_operation.AzureOperationPoller
to
msrest.polling.LROPoller
. External API is the same.
- Return type is now always a
msrest.polling.LROPoller
,
regardless of the optional parameters used.
- The behavior has changed when using
raw=True
. Instead of
returning the initial call result as ClientRawResponse
,
without polling, now this returns an LROPoller. After polling,
the final resource will be returned as a ClientRawResponse
.
- New
polling
parameter. The default behavior is
Polling=True
which will poll using ARM algorithm. When
Polling=False
, the response of the initial call will be
returned without polling.
polling
parameter accepts instances of subclasses of
msrest.polling.PollingMethod
.
add_done_callback
will no longer raise if called after
polling is finished, but will instead execute the callback right
away.
Features
- Add "resource_skus" operation group
- Update SKU list
- Add "accounts.get_usages" operation
- Client class can be used as a context manager to keep the underlying
HTTP session open for performance
Bugfixes
- Compatibility of the sdist with wheel 0.31.0
2.0.0 (2017-10-26)
Breaking changes
- remove "location" as a constructor parameter
- sku_name in "check_sku_availability" result is now a str (from an
enum)
- merge "cognitive_services_accounts" into "accounts" operation
group
- "key_name" is now required to regenerate keys
- "location/skus/kind/type" are now required for "list" available skus
1.0.0 (2017-05-01)
- No changes, this is the 0.30.0 approved as stable.
0.30.0 (2017-05-01)
- Initial Release (ApiVersion 2017-04-18)
- This wheel package is now built with the azure wheel extension