Azure/azure-sdk-for-python is for active development of the Azure SDK for Python, providing service-specific Python libraries for working with Azure resources (for example, upload a blob). It also points consumers to public developer docs, and includes guidance on using new releases (including preview packages) and stable, production-ready versions.
Project status
- Actively maintained, GitHub shows an upstream push today (2026-09-17) and the repo is described as “active development” of the Azure SDK for Python.
- The apparent updates cadence is very active in the last couple of days, with multiple package updates on 2026-09-15 and 2026-09-16, and more activity again on 2026-09-17.
AI summary generated
Recent updates
azure-ai-projects_2.7.0
azure-ai-projects 2.7.0 introduces a preview Voice Agent surface area, including realtime and telephony sub-clients, plus new beta helpers for authoring agents from prompts. The release notes also call out a small set of beta breaking changes around dataset generation options and ToolboxObject constructor requirements.
BreakingFeaturesazure-mgmt-network_33.0.0
Release 33.0.0 (azure-mgmt-network) adds a large set of Azure Network model properties and enums, plus new client operation groups and operations related to authentication policies and ExpressRoute circuit migrations. The provided release notes also list a few explicit breaking changes around renamed or deleted models/methods and a property type change for HubVirtualNetworkConnectionProperties.enable_only_ipv6_peering.
BreakingFeaturesazure-mgmt-fabric_1.1.0b2
Release 1.1.0b2 documents a single breaking change: `FabricCapacityProperties.overage` is now required. However, the provided code diff appears to include changes in the `azure-ai-agentserver-*` SDKs (invocations/responses streaming, history lookup caching, and model contract generation), and it does not show any `azure-mgmt-fabric` changes related to `FabricCapacityProperties.overage`.
Breakingazure-mgmt-weightsandbiases_1.0.2
azure-mgmt-weightsandbiases version 1.0.2 is marked as deprecated and will stop being maintained after 09-30-2026. After that date, only security fixes will continue to be provided until 09-30-2026, and there is no replacement package or migration path.
azure-mgmt-pineconevectordb_1.0.0b4
This release marks azure-mgmt-pineconevectordb as deprecated. Maintenance will stop after 09-30-2026, and only security fixes will be provided until that date, with no replacement package or migration path.
azure-mgmt-lambdatesthyperexecute_1.0.2
azure-mgmt-lambdatesthyperexecute_1.0.2 is a deprecated Azure management package release. It will stop being maintained after 09-30-2026, and after that date it will only receive security fixes until the end-of-maintenance date; there is no replacement package or migration path.
azure-mgmt-arizeaiobservabilityeval_1.0.2
azure-mgmt-arizeaiobservabilityeval 1.0.2 is being deprecated. It will stop being maintained after 09-30-2026, and only security fixes will be provided up to that date.
azure-mgmt-astro_1.0.0b2
azure-mgmt-astro 1.0.0b2 is marked as deprecated, with no further maintenance planned after 2026-10-02. The release notes state that only security fixes will be provided until that retirement date because the Astronomer.Astro service is being retired with no replacement package.
Breakingazure-storage-blob_12.30.2
Release 12.30.2 documents a fix in the Azure Storage Blob SDK related to batch requests, specifically rejecting header names or values containing CR or LF characters. The provided code diff, however, appears to be dominated by internal engineering pipeline and test tooling changes, and does not show the storage-blob runtime code that would implement the documented CRLF header validation.
Breakingazure-cosmos_4.17.1
Release azure-cosmos_4.17.1 documents two bug fixes in the Cosmos PartitionKeyRange routing map incremental update logic, focused on avoiding unnecessary full refreshes and preventing older revisions from overwriting newer ones. The code diff also includes unrelated changes outside azure-cosmos, notably an added public option to azure-ai-evaluation's evaluate() with new pagination and retry behavior for AOAI output items.
azure-mgmt-securityinsight_2.0.0b4
Release azure-mgmt-securityinsight_2.0.0b4 (2.0.0b4) introduces new enums for job/watchlist/provisioning and related states. The release notes also document two breaking changes involving the return types of LRO pollers for AlertRuleOperations.begin_trigger_rule_run and WatchlistsOperations.begin_delete.
BreakingFeaturesazure-mgmt-relay_2.1.0
Release 2.1.0 adds support for configuring a Relay namespace minimum TLS version. It introduces a new `minimum_tls_version` property on `RelayNamespaceProperties` and adds a corresponding `TlsVersion` enum.
Featuresazure-mgmt-lambdatesthyperexecute_1.0.1
Release 1.0.1 marks the azure-mgmt-lambdatesthyperexecute package as deprecated. It will stop receiving maintenance after 09-30-2026, with only security fixes continued until that date, and users are directed to upgrade to the replacement package.
azure-mgmt-weightsandbiases_1.0.1
azure-mgmt-weightsandbiases 1.0.1 is essentially a lifecycle update. The release notes document that the package is deprecated and will only receive security fixes until 2026-09-30, after which it will no longer be maintained.
Breakingazure-mgmt-arizeaiobservabilityeval_1.0.1
azure-mgmt-arizeaiobservabilityeval 1.0.1 is now deprecated and will stop receiving non-security updates after 09-30-2026. From that date, the package will only receive security fixes, so users should upgrade to the replacement package (azure-mgmt-arizeaiobservabilityeval) to continue getting new features and bug fixes.
azure-mgmt-pineconevectordb_1.0.0b3
This is a deprecation-only release for azure-mgmt-pineconevectordb_1.0.0b3. The package will stop receiving non-security updates after 2026-09-30, and will only receive security fixes until that date.
azure-mgmt-appcontainers_5.1.0
azure-mgmt-appcontainers 5.1.0 primarily adds new Container Apps resource operations (operation groups) and a large set of new models and enums related to environment modes, private endpoints/link resources, function extensions, label history, Dapr resiliency policies, .NET components, sandbox groups, and VNet connections. Both the sync and aio clients are extended with new operation group properties, and the package version metadata is bumped to 5.1.0.
Featuresazure-mgmt-mongocluster_1.3.0b1
The release notes for azure-mgmt-mongocluster 1.3.0b1 only document a single feature addition: the PromoteOption enum gains a PLANNED member. The provided code diff, however, shows a large set of changes in other generated SDK components (notably sdk/compute/azure-mgmt-avs), including API version default changes and runtime requirements updates.
Featuresazure-mgmt-avs_10.1.0
azure-mgmt-avs 10.1.0 adds multiple new AVS maintenance and scheduling related models, enums, and properties, plus new capability around host licenses and recommendations. It also adds an update method to the HostsOperations operation group, enabling updates for host resources using the newly introduced types.
Featuresazure-mgmt-compute-bulkaction_1.0.0b4
Version 1.0.0b4 introduces a new bulk_create operation group under ComputeBulkActionsMgmtClient, along with several newly added models and enum members. The release notes also indicate many breaking changes driven by deleted or renamed clients, enums, models, and operation methods. The code diff additionally shows the SDK default API version moved forward to a newer preview version.
BreakingFeatures