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azure-servicebus

Microsoft Azure Service Bus Client Library for Python

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Description

# Azure Service Bus client library for Python Azure Service Bus is a high performance cloud-managed messaging service for providing real-time and fault-tolerant communication between distributed senders and receivers. Service Bus provides multiple mechanisms for asynchronous highly reliable communication, such as structured first-in-first-out messaging, publish/subscribe capabilities, and the ability to easily scale as your needs grow. Use the Service Bus client library for Python to communicate between applications and services and implement asynchronous messaging patterns. * Create Service Bus namespaces, queues, topics, and subscriptions, and modify their settings. * Send and receive messages within your Service Bus channels. * Utilize message locks, sessions, and dead letter functionality to implement complex messaging patterns. [Source code](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/servicebus/azure-servicebus/) | [Package (PyPi)][pypi] | [Package (Conda)](https://anaconda.org/microsoft/azure-servicebus) | [API reference documentation][api_docs] | [Product documentation][product_docs] | [Samples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/servicebus/azure-servicebus/samples) | [Changelog](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/servicebus/azure-servicebus/CHANGELOG.md) **NOTE**: If you are using version 0.50 or lower and want to migrate to the latest version of this package please look at our [migration guide to move from Service Bus V0.50 to Service Bus V7][migration_guide]. ## Getting started ### Install the package Install the Azure Service Bus client library for Python with [pip][pip]: ```Bash pip install azure-servicebus ``` ### Prerequisites: To use this package, you must have: * Azure subscription - [Create a free account][azure_sub] * Azure Service Bus - [Namespace and management credentials][service_bus_namespace] * Python 3.9 or later - [Install Python][python] If you need an Azure service bus namespace, you can create it via the [Azure Portal][azure_namespace_creation]. If you do not wish to use the graphical portal UI, you can use the Azure CLI via [Cloud Shell][cloud_shell_bash], or Azure CLI run locally, to create one with this Azure CLI command: ```Bash az servicebus namespace create --resource-group <resource-group-name> --name <servicebus-namespace-name> --location <servicebus-namespace-location> ``` ### Authenticate the client Interaction with Service Bus starts with an instance of the `ServiceBusClient` class. You either need a **connection string with SAS key**, or a **namespace** and one of its **account keys** to instantiate the client object. Please find the samples linked below for demonstration as to how to authenticate via either approach. #### [Create client from connection string][sample_authenticate_client_connstr] - To obtain the required credentials, one can use the [Azure CLI][azure_cli] snippet (Formatted for Bash Shell) at the top of the linked sample to populate an environment variable with the service bus connection string (you can also find these values in the [Azure Portal][azure_portal] by following the step-by-step guide to [Get a service bus connection string][get_servicebus_conn_str]). #### [Create client using the azure-identity library][sample_authenticate_client_aad]: - This constructor takes the fully qualified namespace of your Service Bus instance and a credential that implements the [TokenCredential][token_credential_interface] protocol. There are implementations of the `TokenCredential` protocol available in the [azure-identity package][pypi_azure_identity]. The fully qualified namespace is of the format `<yournamespace.servicebus.windows.net>`. - To use the credential types provided by `azure-identity`, please install the package: ```pip install azure-identity``` - Additionally, to use the async API, you must first install an async transport, such as [`aiohttp`](https://pypi.org/project/aiohttp/): ```pip install aiohttp``` - When using Azure Active Directory, your principal must be assigned a role which allows access to Service Bus, such as the Azure Service Bus Data Owner role. For more information about using Azure Active Directory authorization with Service Bus, please refer to [the associated documentation][servicebus_aad_authentication]. >**Note:** client can be initialized without a context manager, but must be manually closed via client.close() to not leak resources. ## Key concepts Once you've initialized a `ServiceBusClient`, you can interact with the primary resource types within a Service Bus Namespace, of which multiple can exist and on which actual message transmission takes place, the namespace often serving as an application container: * [Queue][queue_concept]: Allows for Sending and Receiving of message. Often used for point-to-point communication. * [Topic][topic_concept]: As opposed to Queues, Topics are better suited to publish/subscribe scenarios. A to

Release History

VersionChangesUrgencyDate
azure-ai-evaluation_1.18.10## 1.18.10 (2026-10-22) ### Features Added - Added shared model runners and evaluation strategies for asset evaluators using Decision models in Microsoft Foundry, including Output Quality and Tool Use Quality aggregate and member metrics. - Decision authentication uses an explicit `api_key` or caller-owned credential with a callable `get_token`. Reuse a synchronous `azure.identity.DefaultAzureCredential` for synchronous or batch calls and close it afterward; async credentials require the same High10/23/2026
azure-mgmt-compute_39.0.0## 39.0.0 (2026-10-15) ### Features Added - Model `VirtualMachineNetworkInterfaceIPConfigurationProperties` added property `private_ip_address_prefix_length` - Model `VirtualMachineProperties` added property `flex_profile` - Model `VirtualMachineScaleSetIPConfigurationProperties` added property `private_ip_address_prefix_length` - Model `VirtualMachineScaleSetUpdateIPConfigurationProperties` added property `private_ip_address_prefix_length` - Added model `FlexProfile` - Model `CapaHigh10/23/2026
azure-mgmt-containerservice_41.8.0## 41.8.0 (2026-10-19) ### Features Added - Model `GPUProfile` added property `nvidia` - Added enum `ManagementMode` - Added model `NvidiaGPUProfile` High10/19/2026
azure-ai-projects_2.9.0## 2.9.0 (2026-10-16) ### Features Added * Added experimental Voice Agents REST and realtime tracing through `AIProjectInstrumentor`, including correlated session, connection and response spans, tool/lifecycle events, aggregate audio sizes and existing GenAI response metrics. Existing tracing and content-recording settings apply; message content is not captured by default. * Added an optional `transport` keyword on synchronous and asynchronous realtime `connect()` using `VoiceAgentTransport.WEHigh10/17/2026
azure-mgmt-azurestackhci_8.2.0## 8.2.0 (2026-10-15) ### Features Added - Client `AzureStackHCIClient` added operation group `cluster_jobs` - Client `AzureStackHCIClient` added operation group `edge_machine_deployment_settings` - Client `AzureStackHCIClient` added operation group `edge_machine_disk_jobs` - Client `AzureStackHCIClient` added operation group `edge_machine_disk_privileged_jobs` - Client `AzureStackHCIClient` added operation group `edge_machine_disks` - Client `AzureStackHCIClient` added operation gHigh10/16/2026
azure-ai-evaluation_1.18.9## 1.18.9 (2026-10-12) ### Bugs Fixed - Hardened multimodal evaluation image handling. The output file name is now derived from a validated allow-list of known image types rather than the raw `data:image/<subtype>;` value, and decoded image bytes are confined to the intended `images/` folder. - Added Microsoft-scoped evaluation status and boolean pass/fail attributes to Application Insights result events. High10/14/2026
azure-mgmt-commvaultcontentstore_1.0.0## 1.0.0 (2026-10-09) ### Features Added - Model `CloudAccountProperties` added property `company` - Model `CloudAccountProperties` added property `role_assignments_on_cca_create` - Model `StorageProperties` added property `compliance_lock_status` - Added model `ActivateSaaSRequestParam` - Added model `CompanyProfile` - Added enum `ComplianceLockStatus` - Operation group `StoragesOperations` added method `disable_compliance_lock` - Operation group `StoragesOperations` added metHigh10/13/2026
azure-mgmt-network_33.1.0## 33.1.0 (2026-10-09) ### Features Added - Client `NetworkManagementClient` added operation group `express_route_lag_authorizations` - Client `NetworkManagementClient` added operation group `virtual_network_appliance_capabilities` - Model `DdosCustomPolicyPropertiesFormat` added property `mitigation_rules` - Model `ExpressRouteLagPropertiesFormat` added property `authorizations` - Model `VirtualNetworkAppliancePropertiesFormat` added property `capacity_provider` - Added model `ArmHigh10/12/2026
azure-mgmt-resiliencemanagement_1.0.0## 1.0.0 (2026-10-09) ### Features Added - Model `AttentionReason` added property `drill_rbac_on_goal_assignment` - Model `AttentionReason` added property `goal_assignment` - Model `AttentionReason` added property `health_model_associated_with_service_group` - Model `AttentionReason` added property `rbac_needed_for_drill_on_goal_assignment` - Model `AttentionReason` added property `recovery_plan` - Model `DrillProperties` added property `goal_assignment_properties` - Model `DrillHigh10/11/2026
azure-ai-evaluation_1.18.8## 1.18.8 (2026-10-08) ### Bugs Fixed - Fixed legacy safety annotation polling retrying terminal HTTP 400 errors until timeout. Both workspace and project polling paths now preserve the original service error immediately and log the operation ID, poll count, and elapsed time without response content or credentials; pending responses and other retry behavior are unchanged. - Fixed multi-turn evaluations failing during Azure OpenAI result conversion when per-turn token-count lists were routed inHigh10/9/2026
azure-appconfiguration_1.10.0## 1.10.0 (2026-10-08) ### Other Changes - Improved Microsoft Entra ID authentication audience detection for sovereign clouds. When `audience` is not set, the client now derives it from the App Configuration endpoint hostname. An explicitly configured audience continues to override detection. High10/9/2026
azure-monitor-opentelemetry_1.8.11## 1.8.11 (2026-10-07) ### Other Changes - Corrected the package metadata to require Python 3.10 or later, matching the existing support policy ([#49200](https://github.com/Azure/azure-sdk-for-python/pull/49200)) High10/7/2026
azure-ai-projects_2.8.0## 2.8.0 (2026-10-02) ### Features Added * Agent Optimization APIs are now GA, including job management, cost estimation, candidate retrieval, and candidate promotion. * Added typed Agent Optimization models for agent and prompt optimization, configuration, evaluation, candidate search and mutations, cost estimates, latency, token usage, and termination details. * Data generation job APIs are now GA. * Added scenario-specific data generation models for evaluation, supervised fine-tuning, reinfHigh10/5/2026
azure-mgmt-computefleet_2.0.0## 2.0.0 (2026-09-29) ### Features Added - Client `ComputeFleetMgmtClient` added parameter `cloud_setting` in method `__init__` - Model `FleetProperties` added property `capacity_type` - Model `FleetProperties` added property `mode` - Model `FleetProperties` added property `vm_name_prefix` - Enum `ManagedServiceIdentityType` added member `SYSTEM_ASSIGNED_USER_ASSIGNED` - Model `VirtualMachineScaleSet` added property `name` - Added enum `CapacityType` - Added enum `FleetMode` High10/3/2026
azure-identity_1.26.0## 1.26.0 (2026-09-30) ### Features Added - `ManagedIdentityCredential` now supports user-assigned managed identities on Azure Arc-enabled servers. An identity can be selected by client ID, object ID, or resource ID. Token responses that do not confirm the requested identity are rejected. ([#48967](https://github.com/Azure/azure-sdk-for-python/pull/48967)) ### Bugs Fixed - Fixed synchronous Service Fabric managed identity authentication with MSAL 1.39.0 and later. Service Fabric now uses theHigh10/1/2026
azure-mgmt-storagecache_4.1.0## 4.1.0 (2026-09-02) ### Features Added - Client `StorageCacheManagementClient` added operation group `rebalance_jobs` - Model `ExpansionJobProperties` added property `rebalance_job_id` - Model `ExpansionJobProperties` added property `run_rebalance_job` - Added model `RebalanceJob` - Added enum `RebalanceJobAdminStatus` - Added model `RebalanceJobProperties` - Added enum `RebalanceJobPropertiesProvisioningState` - Added model `RebalanceJobPropertiesStatus` - Added enum `RebaHigh10/1/2026
azure-ai-ml_1.35.1## 1.35.1 (2026-09-30) ### Bugs Fixed - Fixed artifact cache path validation, wildcard version handling across supported Python versions, and concurrent downloads for component `additional_includes`. - Fixed artifact cache reads failing on transient Windows checksum-sharing errors during initial validation. - Improved the missing Azure CLI error reported when initializing the artifact cache. - Fixed `MLClient.jobs.download(..., output_name=...)` returning without downloading named data outputs High9/30/2026
azure-mgmt-containerservice_41.7.0## 41.7.0 (2026-09-29) ### Features Added - Model `ManagedClusterProperties` added property `enable_fips` - Model `ManagedClusterSecurityProfile` added property `kubernetes_resource_object_encryption_profile` - Added enum `InfrastructureEncryption` - Added model `KubernetesResourceObjectEncryptionProfile` High9/29/2026
azure-ai-evaluation_1.18.7## 1.18.7 (2026-09-25) ### Breaking Changes - Removed the `aoai_output_items_page_size` option from `evaluate` and its input validation. Callers using this option must remove it; it no longer configures native Azure OpenAI grader output retrieval. Output-item requests again use a fixed page size of 100 and the existing OpenAI client's configured retry policy, without adaptive page-size reduction or a separate SDK-level retry budget. All cursor pages are still retrieved, and result ordeHigh9/25/2026
azure-ai-agentserver-core_2.2.0## 2.2.0 (2026-09-23) ### Other Changes - Stable release promoting the 2.2.0 preview series. No functional changes since 2.2.0b2. High9/24/2026
azure-mgmt-storage_25.2.0## 25.2.0 (2026-09-22) ### Features Added - Client `StorageManagementClient` added operation group `context_cache_containers` - Client `StorageManagementClient` added operation group `context_caches` - Model `SasPolicy` added property `require_user_bound_user_delegation_sas` - Model `SasPolicy` added property `require_user_bound_user_delegation_sas_action` - Model `StorageAccountProperties` added property `allow_cross_tenant_delegation_sas` - Model `StorageAccountPropertiesCreatePaHigh9/24/2026
azure-storage-blob_12.30.3## 12.30.3 (2026-09-22) ### Bugs Fixed - Async clients now reject header names and values containing a `\r` or `\n` when sending a batch request, matching the behavior of the sync clients. High9/22/2026
azure-mgmt-resource-policy_1.0.0## 1.0.0 (2026-09-16) ### Features Added - Model `Selector` added property `progress` - Enum `SelectorKind` added member `RESOURCE_ROLLOUT_PERCENTAGE` ### Breaking Changes - Deleted or renamed client operation group `PolicyClient.policy_enrollments` - Deleted or renamed client operation group `PolicyClient.policy_exemptions` - Deleted or renamed client operation group `PolicyClient.variable_values` - Deleted or renamed client operation group `PolicyClient.variables` - Deleted oHigh9/21/2026
azure-ai-projects_2.7.0## 2.7.0 (2026-09-18) ### Features Added * Added preview Voice Agent support, including voice agent definitions, realtime sessions and events, conversations, audio, and telephony models. * Added `.beta.agents.create_from_prompt()` to generate and create a Voice Agent from high-level inputs. * Added the `.beta.voice_agents.conversations` sub-client for managing voice conversations and retrieving their responses, conversation items, and audio. * Added `.beta.voice_agents.realtime.connect()` for High9/18/2026
azure-mgmt-network_33.0.0## 33.0.0 (2026-09-17) ### Features Added - Client `NetworkManagementClient` added operation group `authentication_policies` - Model `ApplicationGatewayFirewallManifestRuleSet` added property `display_name` - Model `ApplicationGatewayFirewallRule` added property `paranoia_level` - Model `ApplicationGatewayFirewallRuleSetPropertiesFormat` added property `display_name` - Model `ApplicationGatewayPropertiesFormat` added property `advanced_routing_condition_sets` - Model `ApplicationGaHigh9/18/2026
azure-mgmt-weightsandbiases_1.0.2## 1.0.2 (2026-09-16) ### Other Changes - This package has been deprecated and will no longer be maintained after 09-30-2026. This package will only receive security fixes until 09-30-2026. There is no replacement package or migration path. High9/17/2026
azure-mgmt-relay_2.1.0## 2.1.0 (2026-09-16) ### Features Added - Model `RelayNamespaceProperties` added property `minimum_tls_version` - Added enum `TlsVersion` High9/16/2026
azure-ai-projects_2.6.1## 2.6.1 (2026-09-14) ### Sample updates * Added `sample_agent_insights_on_demand.py` and `sample_agent_insights_scheduled.py` under `samples/agent_insights/` to demonstrate on-demand analysis, insight lifecycle updates, and scheduled monitor setup with temporary external agents, fictional traces, and owned-resource cleanup. * Added `sample_agent_web_iq.py` under `samples/agents/tools/`, demonstrating a Prompt Agent using the `WebIQPreviewTool`. ### Bugs Fixed * Fixed Agent Insights run pollHigh9/14/2026
azure-mgmt-iothubprovisioningservices_2.0.0## 2.0.0 (2026-08-26) ### Features Added - Client `IotDpsClient` added parameter `api_version` in method `__init__` - Client `IotDpsClient` added parameter `cloud_setting` in method `__init__` - Client `IotDpsClient` added method `send_request` - Model `GroupIdInformation` added property `system_data` - Model `IotDpsPropertiesDescription` added property `disable_local_auth` - Model `IotDpsPropertiesDescription` added property `portal_operations_host_name` - Model `IotHubDefinitioHigh9/10/2026
azure-mgmt-enclave_1.0.0## 1.0.0 (2026-08-27) ### Other Changes - First GA High8/27/2026
azure-mgmt-hybridcompute_10.0.0## 10.0.0 (2026-07-24) ### Features Added - Client `HybridComputeManagementClient` added parameter `cloud_setting` in method `__init__` - Client `HybridComputeManagementClient` added method `begin_setup_extensions` - Client `HybridComputeManagementClient` added method `send_request` - Client `HybridComputeManagementClient` added operation group `extension_metadata_v2` - Client `HybridComputeManagementClient` added operation group `extension_publisher` - Client `HybridComputeManagemHigh8/14/2026
azure-mgmt-discovery_1.0.0## 1.0.0 (2026-07-29) ### Features Added - First GA High7/31/2026
azure-mgmt-consumption_11.0.0## 11.0.0 (2026-07-20) ### Features Added - Client `ConsumptionManagementClient` added parameter `cloud_setting` in method `__init__` - Client `ConsumptionManagementClient` added parameter `polling_interval` in method `__init__` - Client `ConsumptionManagementClient` added method `send_request` - Model `Balance` added property `system_data` - Model `Budget` added property `system_data` - Model `ChargeSummary` added property `etag` - Model `ChargeSummary` added property `system_daHigh7/20/2026
azure-mgmt-peering_2.0.0## 2.0.0 (2026-07-07) ### Features Added - Client `PeeringManagementClient` added method `send_request` - Client `PeeringManagementClient` added operation group `connection_monitor_tests` - Client `PeeringManagementClient` added operation group `registered_asns` - Client `PeeringManagementClient` added operation group `received_routes` - Client `PeeringManagementClient` added operation group `rp_unbilled_prefixes` - Client `PeeringManagementClient` added operation group `registeredHigh7/7/2026
azure-mgmt-monitorworkspaces_1.0.0## 1.0.0 (2026-06-23) ### Other Changes - First GA High6/26/2026
azure-mgmt-managednetworkfabric_2.0.0## 2.0.0 (2026-06-08) ### Features Added - Client `ManagedNetworkFabricMgmtClient` added parameter `cloud_setting` in method `__init__` - Client `ManagedNetworkFabricMgmtClient` added method `send_request` - Client `ManagedNetworkFabricMgmtClient` added operation group `network_monitors` - Client `ManagedNetworkFabricMgmtClient` added operation group `network_bootstrap_devices` - Client `ManagedNetworkFabricMgmtClient` added operation group `network_bootstrap_interfaces` - Model `AHigh6/16/2026
azure-storage-queue_12.17.0## 12.17.0 (2026-06-08) ### Features Added - Stable release of features from 12.17.0b1 High6/8/2026
azure-mgmt-computelimit_1.1.0## 1.1.0 (2026-05-26) ### Features Added - Client `ComputeLimitMgmtClient` added operation group `vm_families` - Added model `FeatureEnableRequest` - Added model `VmFamily` - Added model `VmFamilyProperties` - Operation group `FeaturesOperations` added method `begin_disable` - Added operation group `VmFamiliesOperations` High6/2/2026
azure-appconfiguration-provider_2.5.0## 2.5.0 (2026-05-22) ### Features Added - Added `refresh_enabled` parameter to the `load` method. Defaults to `True` if `refresh_on` is set. When set to `True` without `refresh_on` keys, all selected key-values are monitored for changes. When set to `False`, calling `refresh` will be a no-op. - Added the ability to monitor all selected key-values for refresh with the `refresh_enabled` kwarg. When this kwarg is set to `True`, and `refresh_on` is not specified, changes to any selected key-valueHigh5/26/2026
azure-mgmt-storage_25.0.0## 25.0.0 (2026-05-19) ### Features Added - Client `StorageManagementClient` added method `send_request` - Client `StorageManagementClient` added operation group `connectors` - Client `StorageManagementClient` added operation group `data_shares` - Enum `AccessTier` added member `SMART` - Enum `AllowedCopyScope` added member `ALL` - Enum `TriggerType` added member `MOCK_RUN` - Model `AzureEntityResource` added property `system_data` - Model `BlobContainer` added property `systemHigh5/20/2026
azure-mgmt-storagesync_1.0.1## 1.0.1 (2026-05-14) ### Other Changes - Regenerated with latest code generator tool High5/14/2026
azure-mgmt-attestation_2.0.0## 2.0.0 (2026-05-08) ### Features Added - Client `AttestationManagementClient` added parameter `cloud_setting` in method `__init__` - Client `AttestationManagementClient` added method `send_request` - Client `AttestationManagementClient` added operation group `private_link_resources` - Model `AttestationServiceCreationSpecificParams` added property `public_network_access` - Model `AttestationServiceCreationSpecificParams` added property `tpm_attestation_authentication` - Model `AtHigh5/8/2026
azure-batch_15.1.0## 15.1.0 (2026-03-06) ### Other Changes - This is the GA release of the features introduced in the 15.0.0 and 15.1.0 beta versions, including LRO support, job-level FIFO scheduling, CMK support on pools, IPv6 support, metadata security protocol support, IP tag support, and confidential VM enhancements. ### Breaking Changes - Renamed `BatchNodeUserUpdateOptions` to `BatchNodeUserReplaceOptions`. - Renamed `OutputFileUploadConfig` to `OutputFileUploadConfiguration`. - Removed Models: - RemHigh5/1/2026
azure-postgresql-auth_1.0.2## 1.0.2 (2026-04-28) ### Bugs Fixed - Removed dependency on `DefaultAzureCredential` in source library - Fixed `get_entra_conninfo_async` and `get_entra_token_async` closing the credential by using it as a context manager ### Other Changes - Bumped minimum dependency on `azure-core` to `>=1.31.0` High4/29/2026
azure-mgmt-hybridkubernetes_1.2.0## 1.2.0 (2026-04-23) ### Other Changes - Regenerate SDK code with latest code generator tool High4/23/2026
azure-template_0.1.0b6187637## 0.1.0b6187637 (2026-04-21) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change High4/21/2026
7.14.3Imported from PyPI (7.14.3)Low4/21/2026
azure-mgmt-kubernetesconfiguration-extensions_1.0.0## 1.0.0 (2026-03-26) ### Features Added - Enum `AKSIdentityType` added member `WORKLOAD` - Model `Extension` added property `managed_by` - Model `ExtensionProperties` added property `auto_upgrade_mode` - Model `ExtensionProperties` added property `management_details` - Model `ExtensionProperties` added property `additional_details` - Model `ExtensionProperties` added property `extension_state` - Model `ExtensionPropertiesAksAssignedIdentity` added property `object_id` - Model High4/21/2026
azure-ai-contentunderstanding_1.1.0## 1.1.0 (2026-04-20) ### Features Added - Added `usage` property on `AnalyzeLROPoller` and `AnalyzeAsyncLROPoller` to surface billing and token consumption details (`UsageDetails`) returned by the REST API. High4/20/2026
azure-ai-projects_2.1.0## 2.1.0 (2026-04-20) ### Features Added * `get_openai_client()` on `AIProjectClient` now takes an optional input argument `agent_name`. If provided, the returned OpenAI client will use a base URL of Agent endpoint instead of Foundry Project endpoint. As Agent endpoints are a preview feature, you need to set `allow_preview=True` on the `AIProjectClient` constructor. * New `.beta.agents` sub-client added, with Session operations (those only work with Hosted Agents) * `create_session()` * `dHigh4/20/2026
azure-ai-agentserver-responses_1.0.0b4## 1.0.0b4 (2026-04-19) ### Bugs Fixed - `DELETE /responses/{id}` no longer returns intermittent 404 when the background task's eager eviction races with the delete handler. Previously, `try_evict` could remove the record from in-memory state between the handler's `get()` and `delete()` calls, causing `delete()` to return `False` and producing a spurious 404. The handler now falls through to the durable provider when the in-memory delete fails due to a concurrent eviction. - `POST /responses` High4/20/2026
azure-mgmt-containerservice_41.1.0## 41.1.0 (2026-04-20) ### Features Added - Model `ManagedClusterAzureMonitorProfile` added property `app_monitoring` - Model `ManagedClusterIngressProfile` added property `gateway_api` - Model `ManagedClusterIngressProfileWebAppRouting` added property `gateway_api_implementations` - Model `ManagedClusterProperties` added property `hosted_system_profile` - Enum `OSSKU` added member `WINDOWS2025` - Added enum `GatewayAPIIstioEnabled` - Added model `ManagedClusterAppRoutingIstio` High4/20/2026
azure-ai-agentserver-responses_1.0.0b3## 1.0.0b3 (2026-04-19) ### Bugs Fixed - Background non-stream finalization now passes isolation keys to `update_response` — previously the `isolation=` kwarg was missing, causing Foundry storage to return 404 when isolation headers were present (the response was created in a scoped partition but the update targeted the unscoped partition). This left responses permanently stuck at `in_progress`. High4/19/2026
azure-ai-agentserver-responses_1.0.0b2## 1.0.0b2 (2026-04-17) ### Features Added - Startup configuration logging — `ResponsesAgentServerHost` logs storage provider type, default model, default fetch history count, and shutdown grace period at INFO level during construction. - `InboundRequestLoggingMiddleware` moved to `azure-ai-agentserver-core` — pure-ASGI middleware that logs every inbound HTTP request at INFO level (start) and at INFO or WARNING level (completion). Now wired automatically by `AgentServerHost` so all protocol hoHigh4/19/2026
azure-ai-agentserver-invocations_1.0.0b2## 1.0.0b2 (2026-04-17) ### Features Added - Startup configuration logging — `InvocationAgentServerHost` logs whether an OpenAPI spec is configured at INFO level during construction. - Inbound request logging — `InboundRequestLoggingMiddleware` from `azure-ai-agentserver-core` is now wired automatically by `AgentServerHost`. All inbound HTTP requests are logged at INFO level (start) and at INFO or WARNING level (completion) with method, path, status code, duration, and correlation headers. High4/19/2026
azure-ai-agentserver-core_2.0.0b2## 2.0.0b2 (2026-04-17) ### Features Added - Startup configuration logging — `AgentServerHost` lifespan now emits three INFO-level log lines at startup: platform environment (agent name, version, port, session ID, SSE keep-alive), connectivity (project endpoint and OTLP endpoint masked to scheme://host, Application Insights configured flag), and host options (shutdown timeout, registered protocols). Sensitive values (Application Insights connection string) are never logged. - `InboundRequestLoHigh4/19/2026
azure-keyvault-certificates_4.11.0## 4.11.0 (2026-03-27) ### Features Added - Added support for service API version `2025-07-01` - Added `uris` and `ip_addresses` properties to `SubjectAlternativeNames` ### Bugs Fixed - When creating a certificate with an unknown issuer, `CertificateClient.(begin_)create_certificate` now returns a `CertificateOperation` instead of `None` - When a certificate operation's error doesn't have an inner error, `CertificateOperationError` will be correctly serialized instead of raising an excepHigh4/17/2026
azure-mgmt-compute_38.0.0b1## 38.0.0b1 (2026-04-16) ### Features Added - Client `ComputeManagementClient` added method `send_request` - Model `CommunityGallery` added property `identifier` - Model `CommunityGalleryImageVersion` added property `identifier` - Model `SharedGallery` added property `identifier` - Model `SharedGalleryImageVersion` added property `identifier` - Model `Usage` added property `unit` - Added model `CloudError` - Added enum `ComponentNames` - Added enum `PassNames` - Operation gHigh4/17/2026
azure-keyvault-secrets_4.11.0## 4.11.0 (2026-03-26) ### Features Added - Added support for service API version `2025-07-01` - Added support for retrieving secrets with `out_content_type` - Added the `previous_version` property to `SecretProperties` ### Other Changes - Key Vault API version `2025-07-01` is now the default High4/17/2026
azure-ai-agentserver-invocations_1.0.0b1## 1.0.0b1 (2026-04-14) ### Features Added - Initial release of `azure-ai-agentserver-invocations`. - `InvocationAgentServerHost` — a Starlette-based host subclass for the invocations protocol. - Decorator-based handler registration (`@app.invoke_handler`, `@app.get_invocation_handler`, `@app.cancel_invocation_handler`). - Optional `GET /invocations/{id}` and `POST /invocations/{id}/cancel` endpoints. - `GET /invocations/docs/openapi.json` for OpenAPI spec serving. - Invocation ID tracking andHigh4/15/2026
azure-ai-agentserver-responses_1.0.0b1## 1.0.0b1 (2026-04-14) ### Features Added - Initial release of `azure-ai-agentserver-responses`. - `ResponsesAgentServerHost` — Starlette-based host with Responses protocol endpoints (`POST /responses`, `GET /responses/{id}`, `POST /responses/{id}/cancel`, `DELETE /responses/{id}`, `GET /responses/{id}/input_items`). - `TextResponse` — high-level convenience for text-only responses with automatic SSE lifecycle. Accepts a plain string, sync/async callable, or async iterable via the `text` paraHigh4/15/2026
azure-ai-agentserver-core_2.0.0b1## 2.0.0b1 (2026-04-14) This is a major architectural rewrite. The package has been redesigned as a lightweight hosting foundation. Protocol implementations that were previously bundled in this package have moved to dedicated protocol packages (`azure-ai-agentserver-responses`, `azure-ai-agentserver-invocations`). See the [Migration Guide](https://github.com/Azure/azure-sdk-for-python/blob/main/sdk/agentserver/azure-ai-agentserver-core/MigrationGuide.md) for upgrading from 1.x versions. ### BrHigh4/15/2026
azure-template_0.1.0b6153055## 0.1.0b6153055 (2026-04-14) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/14/2026
azure-template_0.1.0b6148749## 0.1.0b6148749 (2026-04-14) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/14/2026
azure-template_0.1.0b6132347## 0.1.0b6132347 (2026-04-09) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/9/2026
azure-ai-evaluation_1.16.5## 1.16.5 (2026-04-08) ### Bugs Fixed - Fixed Jinja2 Server-Side Template Injection (SSTI) vulnerability by replacing unsandboxed `jinja2.Template` with `jinja2.sandbox.SandboxedEnvironment` across all template rendering paths (CWE-1336). - Fixed `sensitive_data_leakage` risk category producing 0% attack success rate (false negatives) in the Foundry execution path. Agent-specific tool context (e.g., `document_client_smode`, `email_client_smode`) was stored in `SeedObjective.metadata` but neverMedium4/9/2026
azure-template_0.1.0b6127339## 0.1.0b6127339 (2026-04-08) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/9/2026
azure-template_0.1.0b6126561## 0.1.0b6126561 (2026-04-08) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/8/2026
azure-ai-voicelive_1.2.0b5## 1.2.0b5 (2026-04-06) ### Features Added - **OpenTelemetry Tracing Support**: Added `VoiceLiveInstrumentor` for opt-in OpenTelemetry-based tracing of VoiceLive WebSocket connections, following Azure SDK and GenAI semantic conventions (v1.34.0). Instrumentation covers connection lifecycle (`connect`, `close`), message send/receive, and captures voice-specific attributes (`gen_ai.voice.session_id`, `gen_ai.voice.event_type`). - Enable via `AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true` Medium4/6/2026
azure-monitor-opentelemetry-exporter_1.0.0b51## 1.0.0b51 (2026-04-07) ### Bugs Fixed - Added credential authentication support for customer sdkstats ([#46143](https://github.com/Azure/azure-sdk-for-python/pull/46143)) Medium4/6/2026
azure-template_0.1.0b6113352## 0.1.0b6113352 (2026-04-06) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/6/2026
azure-template_0.1.0b6112900## 0.1.0b6112900 (2026-04-06) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/6/2026
azure-template_0.1.0b6112363## 0.1.0b6112363 (2026-04-06) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/6/2026
azure-mgmt-playwright_1.1.0b1## 1.1.0b1 (2026-04-06) ### Features Added - Model `PlaywrightMgmtClient` added parameter `cloud_setting` in method `__init__` - Model `PlaywrightWorkspace` added property `identity` - Model `PlaywrightWorkspaceProperties` added property `reporting` - Model `PlaywrightWorkspaceProperties` added property `storage_uri` - Model `PlaywrightWorkspaceUpdate` added property `identity` - Model `PlaywrightWorkspaceUpdateProperties` added property `reporting` - Model `PlaywrightWorkspaceUpMedium4/6/2026
azure-cosmos_4.16.0b2### 4.16.0b2 (2026-04-04) #### Bugs Fixed * Fixed bug where container-focused requests using name-based addressing did not consistently populate the `x-ms-cosmos-intended-collection-rid` header. See [PR 44080](https://github.com/Azure/azure-sdk-for-python/pull/44080) #### Other Changes * Updated partition key range routing map refresh to use change-feed-based refresh flow instead of feed-range reads, improving internal refresh behavior for split/stale routing scenarios. See [PR 44080](https://Medium4/5/2026
azure-template_0.1.0b6108165## 0.1.0b6108165 (2026-04-04) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/4/2026
azure-template_0.1.0b6107547## 0.1.0b6107547 (2026-04-03) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/3/2026
azure-template_0.1.0b6107538## 0.1.0b6107538 (2026-04-03) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/3/2026
azure-ai-evaluation_1.16.4## 1.16.4 (2026-04-03) ### Features Added - Added support for evaluator `properties` passthrough in AOAI evaluation results. When an evaluator returns a `properties` dict, it is included alongside `score`, `label`, `reason`, `threshold`, and `passed` in the result object. ### Bugs Fixed - Fixed stray space in `_eval_metric.value` attribute access in `_base_rai_svc_eval.py`. Medium4/3/2026
azure-template_0.1.0b6102863## 0.1.0b6102863 (2026-04-03) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/3/2026
azure-mgmt-maps_3.0.0b1## 3.0.0b1 (2026-04-03) ### Features Added - Client `AzureMapsManagementClient` added parameter `cloud_setting` in method `__init__` - Client `AzureMapsManagementClient` added method `send_request` - Client `AzureMapsManagementClient` added operation group `private_link_resources` - Client `AzureMapsManagementClient` added operation group `private_endpoint_connections` - Client `AzureMapsManagementClient` added operation group `operation_result` - Client `AzureMapsManagementClient`Medium4/3/2026
azure-mgmt-purview_1.1.0b2## 1.1.0b2 (2026-04-01) ### Features Added - Client `PurviewManagementClient` added parameter `cloud_setting` in method `__init__` - Client `PurviewManagementClient` added method `send_request` - Client `PurviewManagementClient` added operation group `kafka_configurations` - Client `PurviewManagementClient` added operation group `features` - Client `PurviewManagementClient` added operation group `ingestion_private_endpoint_connections` - Client `PurviewManagementClient` added operaMedium4/3/2026
azure-mgmt-networkcloud_3.0.0b1## 3.0.0b1 (2026-04-02) ### Features Added - Client `NetworkCloudMgmtClient` added method `send_request` - Added enum `ExtendedLocationType` - Added model `ProxyResource` ### Breaking Changes - This version introduces new hybrid models which have dual dictionary and model nature. Please follow https://aka.ms/azsdk/python/migrate/hybrid-models for migration. - For the method breakings, please refer to https://aka.ms/azsdk/python/migrate/operations for migration. - Model `AgentPoolMedium4/3/2026
azure-template_0.1.0b6102477## 0.1.0b6102477 (2026-04-03) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/3/2026
azure-monitor-opentelemetry-exporter_1.0.0b50## 1.0.0b50 (2026-04-03) ### Bugs Fixed - Fix duplicate authentication policy in live metrics exporter causing Unauthorized errors for authenticated Application Insights resources ([#46024](https://github.com/Azure/azure-sdk-for-python/pull/46024)) - Suppress internal sdkstats HTTP pipeline logs from appearing in user's logs ([#45966](https://github.com/Azure/azure-sdk-for-python/pull/45966)) - Kubernetes pod name takes precedence when populating `cloud_RoleInstance` ([#45884](https://gMedium4/2/2026
azure-mgmt-managementgroups_2.0.0b1## 2.0.0b1 (2026-04-02) ### Features Added - Model `HierarchySettings` added property `system_data` - Model `ManagementGroup` added property `system_data` - Enum `ManagementGroupChildType` added member `SUBSCRIPTIONS` - Model `Operation` added property `is_data_action` - Model `Operation` added property `origin` - Model `Operation` added property `action_type` - Model `SubscriptionUnderManagementGroup` added property `system_data` - Added enum `ActionType` - Added enum `CreatMedium4/2/2026
azure-mgmt-confluent_3.0.0b1## 3.0.0b1 (2026-03-16) ### Features Added - Model `ConfluentManagementClient` added parameter `cloud_setting` in method `__init__` - Client `ConfluentManagementClient` added method `send_request` - Client `ConfluentManagementClient` added operation group `environment` - Client `ConfluentManagementClient` added operation group `cluster` - Client `ConfluentManagementClient` added operation group `connector` - Client `ConfluentManagementClient` added operation group `topics` - ModeMedium4/2/2026
azure-template_0.1.0b6095631## 0.1.0b6095631 (2026-04-01) ### Features Added - Some feature ### Breaking Changes - Some breaking change ### Bugs Fixed - Some bug fix ### Other Changes - Some other change Medium4/1/2026
azure-ai-evaluation_1.16.3## 1.16.3 (2026-04-01) ### Features Added - Added `extra_headers` support to `OpenAIModelConfiguration` to allow passing custom HTTP headers. ### Bugs Fixed - Fixed attack success rate (ASR) always reporting 0% because the sync eval API's `passed` field indicates task completion, not content safety. Replaced `passed`-based logic with score-based threshold comparison matching `_evaluation_processor.py`. - Fixed partial red team results being discarded when some objectives fail. Previously, if Medium4/1/2026
azure-storage-file-datalake_12.25.0b1## 12.25.0b1 (2026-04-01) ### Features Added - Added support for service version 2026-06-06. - Added support for connection strings and `account_url`s to accept URLs with `-ipv6` and `-dualstack` suffixes for `DataLakeServiceClient`, `FileSystemClient`, `DataLakeDirectoryClient`, and `DataLakeFileClient`. - Added support for `DataLakeDirectoryClient` and `DataLakeFileClient`'s `set_tags` and `get_tags` APIs to conditionally set and get tags associated with a directory or file client, respectivMedium4/1/2026
azure-storage-queue_12.17.0b1## 12.17.0b1 (2026-04-01) ### Features Added - Added support for service version 2026-06-06. - Added support for connection strings and `account_url`s to accept URLs with `-ipv6` and `-dualstack` suffixes for `QueueServiceClient` and `QueueClient`. Medium4/1/2026
azure-storage-file-share_12.26.0b1## 12.26.0b1 (2026-04-01) ### Features Added - Added support for service version 2026-06-06. - Added support for the keyword `file_property_semantics` in `ShareClient`'s `create_directory` and `DirectoryClient`'s `create_directory` APIs, which specifies permissions to be configured upon directory creation. - Added support for the keyword `data` to `FileClient`'s `create_file` API, which specifies the optional initial data to be uploaded (up to 4MB). - Added support for connection strings and `aMedium4/1/2026
azure-storage-blob_12.30.0b1## 12.30.0b1 (2026-04-01) ### Features Added - Added support for service version 2026-06-06. - Added support for connection strings and `account_url`s to accept URLs with `-ipv6` and `-dualstack` suffixes for `BlobServiceClient`, `ContainerClient`, and `BlobClient`. - Added support for `create` permission in `BlobSasPermissions` for `stage_block`, `stage_block_from_url`, and `commit_block_list`. - Added support for a new `Smart` access tier to `StandardBlobTier` used in `BlobClient.set_standaMedium4/1/2026
azure-mgmt-azurestackhci_8.0.0## 8.0.0 (2026-03-31) ### Features Added - Client `AzureStackHCIClient` added parameter `cloud_setting` in method `__init__` - Client `AzureStackHCIClient` added method `send_request` - Client `AzureStackHCIClient` added operation group `edge_device_jobs` - Client `AzureStackHCIClient` added operation group `validated_solution_recipes` - Model `Cluster` added property `identity` - Model `ClusterPatch` added property `identity` - Model `ClusterReportedProperties` added property `mMedium4/1/2026
azure-mgmt-billingbenefits_1.0.0b2## 1.0.0b2 (2026-03-31) ### Features Added - Enum `CommitmentGrain` added member `FULL_TERM` - Enum `CommitmentGrain` added member `UNKNOWN` - Model `Sku` added property `tier` - Model `Sku` added property `size` - Model `Sku` added property `family` - Model `Sku` added property `capacity` - Enum `Term` added member `P1M` - Added model `ApplicableMacc` - Added enum `ApplyDiscountOn` - Added model `AutomaticShortfallSuppressReason` - Added model `Award` - Added enum `BenMedium4/1/2026
azure-ai-voicelive_1.1.0## 1.1.0 (2025-11-03) ### Features Added - Added support for Agent configuration through the new `AgentConfig` model - Added `agent` field to `ResponseSession` model to support agent-based conversations - The `AgentConfig` model includes properties for agent type, name, description, agent_id, and thread_id Low11/4/2025

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