0.21.0 (2025-09-05)

Features Added

• Add a new Model ServiceNowV2LinkedService
• Model ServiceNowV2ObjectDataset has a new parameter table_name
• Model ServiceNowV2ObjectDataset has a new parameter value_type
• linked service add support Presto server linked service
• Model DynamicsSink has a new parameter bypass_business_logic_execution
• Model DynamicsSink has a new parameter bypass_power_automate_flows
• Model AzurePostgreSqlSink has a new parameter write_method
• Model AzurePostgreSqlSink has a new parameter upsert_settings
• Model SnowflakeV2LinkedService has a new parameter role
• Model SnowflakeV2LinkedService has a new parameter schema
• Model AzurePostgreSqlLinkedService has a new parameter service_principal_embedded_cert
• Model AzurePostgreSqlLinkedService has a new parameter service_principal_embedded_cert_password
• Model ODataLinkedService has a new parameter service_principal_embedded_cert
• Model ODataLinkedService has a new parameter service_principal_embedded_cert_password
• Model Office365LinkedService has a new parameter service_principal_embedded_cert
• Model Office365LinkedService has a new parameter service_principal_embedded_cert_password
• Model RestServiceLinkedService has a new parameter service_principal_embedded_cert
• Model RestServiceLinkedService has a new parameter service_principal_embedded_cert_password
• Model SharePointOnlineListLinkedService has a new parameter service_principal_embedded_cert
• Model SharePointOnlineListLinkedService has a new parameter service_principal_embedded_cert_password
• Model AzureDatabricksLinkedService has a new parameter data_security_mode
• Model AmazonRdsForOracleLinkedService has a new parameter server
• Model AmazonRdsForOracleLinkedService has a new parameter authentication_type
• Model AmazonRdsForOracleLinkedService has a new parameter username
• Model AmazonRdsForOracleLinkedService has a new parameter encryption_client
• Model AmazonRdsForOracleLinkedService has a new parameter encryption_types_client
• Model AmazonRdsForOracleLinkedService has a new parameter crypto_checksum_client
• Model AmazonRdsForOracleLinkedService has a new parameter crypto_checksum_types_client
• Model AmazonRdsForOracleLinkedService has a new parameter initial_lob_fetch_size
• Model AmazonRdsForOracleLinkedService has a new parameter fetch_size
• Model AmazonRdsForOracleLinkedService has a new parameter statement_cache_size
• Model AmazonRdsForOracleLinkedService has a new parameter initialization_string
• Model AmazonRdsForOracleLinkedService has a new parameter enable_bulk_load
• Model AmazonRdsForOracleLinkedService has a new parameter fetch_tswtz_as_timestamp
• Model AmazonRdsForOracleLinkedService has a new parameter support_v1_data_types
• Model FtpServerLinkedService has a new parameter enable_server_certificate_validation
• Model HiveLinkedService has a new parameter enable_server_certificate_validation
• Model HttpLinkedService has a new parameter enable_server_certificate_validation
• Model ImpalaLinkedService has a new parameter enable_server_certificate_validation
• Model RestServiceLinkedService has a new parameter enable_server_certificate_validation
• Model SparkLinkedService has a new parameter enable_server_certificate_validation
• Model QuickBooksLinkedService has a new parameter refresh_token
• Model AmazonRdsForOracleSource has a new parameter number_precision
• Model AmazonRdsForOracleSource has a new parameter number_scale
• Model OracleSource has a new parameter number_precision
• Model OracleSource has a new parameter number_scale
• Model LakeHouseLinkedService has a new parameter authentication_type
• Model LakeHouseLinkedService has a new parameter credential
• Model WarehouseLinkedService has a new parameter authentication_type
• Model WarehouseLinkedService has a new parameter credential
• Model HDInsightLinkedService has a new parameter cluster_auth_type
• Model HDInsightLinkedService has a new parameter credential

Breaking Changes

• Model LinkedService parameter OracleLinkedService parameter connection_string now is not required
• Model GreenplumLinkedService remove parameter password
• Model ExpressionV2 parameter value change its type from string to object

1.0.0b1 (2025-09-04)

Other Changes

• Initial version

1.0.0b1 (2025-09-05)

Features Added

• Initial release

2.0.0 (2025-09-04)

Features Added

• Client IoTFirmwareDefenseMgmtClient added operation group usage_metrics
• Model BinaryHardeningFeatures added property no_execute
• Model BinaryHardeningFeatures added property position_independent_executable
• Model BinaryHardeningFeatures added property relocation_read_only
• Model BinaryHardeningResult added property security_hardening_features
• Model BinaryHardeningResult added property executable_architecture
• Model BinaryHardeningResult added property executable_class
• Model BinaryHardeningResult added property provisioning_state
• Model BinaryHardeningSummaryResource added property not_executable_stack_count
• Model BinaryHardeningSummaryResource added property position_independent_executable_count
• Model BinaryHardeningSummaryResource added property relocation_read_only_count
• Model BinaryHardeningSummaryResource added property stack_canary_count
• Model BinaryHardeningSummaryResource added property stripped_binary_count
• Model BinaryHardeningSummaryResource added property provisioning_state
• Model CryptoCertificate added property certificate_name
• Model CryptoCertificate added property certificate_role
• Model CryptoCertificate added property certificate_key_size
• Model CryptoCertificate added property certificate_key_algorithm
• Model CryptoCertificate added property certificate_usage
• Model CryptoCertificate added property provisioning_state
• Model CryptoCertificateSummaryResource added property total_certificate_count
• Model CryptoCertificateSummaryResource added property paired_key_count
• Model CryptoCertificateSummaryResource added property expired_certificate_count
• Model CryptoCertificateSummaryResource added property expiring_soon_certificate_count
• Model CryptoCertificateSummaryResource added property weak_signature_count
• Model CryptoCertificateSummaryResource added property self_signed_certificate_count
• Model CryptoCertificateSummaryResource added property short_key_size_count
• Model CryptoCertificateSummaryResource added property provisioning_state
• Model CryptoKey added property crypto_key_size
• Model CryptoKey added property provisioning_state
• Model CryptoKeySummaryResource added property total_key_count
• Model CryptoKeySummaryResource added property public_key_count
• Model CryptoKeySummaryResource added property private_key_count
• Model CryptoKeySummaryResource added property paired_key_count
• Model CryptoKeySummaryResource added property short_key_size_count
• Model CryptoKeySummaryResource added property provisioning_state
• Model CveResult added property component_id
• Model CveResult added property component_name
• Model CveResult added property component_version
• Model CveResult added property cve_name
• Model CveResult added property effective_cvss_score
• Model CveResult added property effective_cvss_version
• Model CveResult added property cvss_scores
• Model CveResult added property provisioning_state
• Model CveSummary added property critical_cve_count
• Model CveSummary added property high_cve_count
• Model CveSummary added property medium_cve_count
• Model CveSummary added property low_cve_count
• Model CveSummary added property unknown_cve_count
• Model CveSummary added property provisioning_state
• Model FirmwareSummary added property provisioning_state
• Model PairedKey added property paired_key_id
• Model PasswordHash added property provisioning_state
• Enum ProvisioningState added member ANALYZING
• Enum ProvisioningState added member EXTRACTING
• Enum ProvisioningState added member PENDING
• Model SbomComponent added property provisioning_state
• Model SummaryResourceProperties added property provisioning_state
• Enum SummaryType added member COMMON_VULNERABILITIES_AND_EXPOSURES
• Model Workspace added property sku
• Added enum CertificateUsage
• Added enum CryptoKeyType
• Added model CvssScore
• Added enum ExecutableClass
• Added model ProxyResource
• Added model Sku
• Added enum SkuTier
• Added model UsageMetric
• Added model UsageMetricProperties
• Added model WorkspaceUpdate
• Added operation group UsageMetricsOperations

Breaking Changes

• This version introduces new hybrid models which have dual dictionary and model nature. And please follow https://aka.ms/azsdk/python/migrate/hybrid-models for migration.
• Model BinaryHardeningFeatures deleted or renamed its instance variable nx
• Model BinaryHardeningFeatures deleted or renamed its instance variable pie
• Model BinaryHardeningFeatures deleted or renamed its instance variable relro
• Model BinaryHardeningResult deleted or renamed its instance variable features
• Model BinaryHardeningResult deleted or renamed its instance variable architecture
• Model BinaryHardeningResult deleted or renamed its instance variable class_property
• Model BinaryHardeningSummaryResource deleted or renamed its instance variable nx
• Model BinaryHardeningSummaryResource deleted or renamed its instance variable pie
• Model BinaryHardeningSummaryResource deleted or renamed its instance variable relro
• Model BinaryHardeningSummaryResource deleted or renamed its instance variable canary
• Model BinaryHardeningSummaryResource deleted or renamed its instance variable stripped
• Model CryptoCertificate deleted or renamed its instance variable name
• Model CryptoCertificate deleted or renamed its instance variable role
• Model CryptoCertificate deleted or renamed its instance variable key_size
• Model CryptoCertificate deleted or renamed its instance variable key_algorithm
• Model CryptoCertificate deleted or renamed its instance variable usage
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable total_certificates
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable paired_keys
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable expired
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable expiring_soon
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable weak_signature
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable self_signed
• Model CryptoCertificateSummaryResource deleted or renamed its instance variable short_key_size
• Model CryptoKey deleted or renamed its instance variable key_size
• Model CryptoKeySummaryResource deleted or renamed its instance variable total_keys
• Model CryptoKeySummaryResource deleted or renamed its instance variable public_keys
• Model CryptoKeySummaryResource deleted or renamed its instance variable private_keys
• Model CryptoKeySummaryResource deleted or renamed its instance variable paired_keys
• Model CryptoKeySummaryResource deleted or renamed its instance variable short_key_size
• Model CveResult deleted or renamed its instance variable name
• Model CveSummary deleted or renamed its instance variable critical
• Model CveSummary deleted or renamed its instance variable high
• Model CveSummary deleted or renamed its instance variable medium
• Model CveSummary deleted or renamed its instance variable low
• Model CveSummary deleted or renamed its instance variable unknown
• Model PairedKey deleted or renamed its instance variable id
• Deleted or renamed enum value ProvisioningState.ACCEPTED
• Deleted or renamed enum value SummaryType.CVE
• Deleted or renamed model FirmwareList
• Deleted or renamed model SummaryName
• Deleted or renamed model WorkspaceList
• Deleted or renamed model WorkspaceUpdateDefinition
• Method FirmwaresOperations.create renamed its instance variable firmware to resource
• Method FirmwaresOperations.update renamed its instance variable firmware to properties
• Deleted or renamed method FirmwaresOperations.generate_download_url
• Deleted or renamed method FirmwaresOperations.generate_filesystem_download_url
• Method SummariesOperations.get renamed its instance variable summary_name to summary_type
• Method WorkspacesOperations.create renamed its instance variable workspace to resource
• Method WorkspacesOperations.generate_upload_url renamed its instance variable generate_upload_url to body
• Method WorkspacesOperations.update renamed its instance variable workspace to properties
• Operation group WorkspacesOperations renamed its method delete to begin_delete

11.7.0b1 (2025-09-05)

Features Added

• Added azure.search.documents.models.DebugInfo.
• Added azure.search.documents.indexes.models.AzureBlobKnowledgeSource.
• Added azure.search.documents.indexes.models.AzureBlobKnowledgeSourceParameters.
• Added azure.search.documents.indexes.models.IndexerResyncBody.
• Added azure.search.documents.indexes.models.KnowledgeAgentOutputConfiguration.
• Added azure.search.documents.indexes.models.KnowledgeAgentOutputConfigurationModality.
• Added azure.search.documents.indexes.models.KnowledgeSource.
• Added azure.search.documents.indexes.models.KnowledgeSourceKind.
• Added azure.search.documents.indexes.models.KnowledgeSourceReference.
• Added azure.search.documents.indexes.models.SearchIndexKnowledgeSource.
• Added azure.search.documents.indexes.models.SearchIndexKnowledgeSourceParameters.
• Removed azure.search.documents.indexes.models.KnowledgeAgentTargetIndex.
• Added azure.search.documents.indexes.models.SearchIndex.description.
• Added azure.search.documents.agent.models.KnowledgeAgentAzureBlobActivityArguments.
• Added azure.search.documents.agent.models.KnowledgeAgentAzureBlobActivityRecord.
• Added azure.search.documents.agent.models.KnowledgeAgentAzureBlobReference.
• Added azure.search.documents.agent.models.KnowledgeAgentModelAnswerSynthesisActivityRecord.
• Added azure.search.documents.agent.models.KnowledgeAgentRetrievalActivityRecord.
• Added azure.search.documents.agent.models.KnowledgeAgentSearchIndexActivityArguments.
• Added azure.search.documents.agent.models.KnowledgeAgentSearchIndexActivityRecord.
• Added azure.search.documents.agent.models.KnowledgeAgentSearchIndexReference.
• Added azure.search.documents.agent.models.KnowledgeAgentSemanticRerankerActivityRecord.
• Added azure.search.documents.agent.models.KnowledgeSourceParams.
• Added azure.search.documents.agent.models.SearchIndexKnowledgeSourceParams.
• Removed azure.search.documents.agent.models.KnowledgeAgentAzureSearchDocReference.
• Removed azure.search.documents.agent.models.KnowledgeAgentIndexParams.
• Removed azure.search.documents.agent.models.KnowledgeAgentSearchActivityRecord.
• Removed azure.search.documents.agent.models.KnowledgeAgentSearchActivityRecordQuery.
• Removed azure.search.documents.agent.models.KnowledgeAgentSemanticRankerActivityRecord.
• Added KnowledgeSource operations in SearchIndexClient.

Other Changes

• Updated default API version to 2025-08-01-preview.

1.11.0 (2025-09-02)

Features Added

• Added support for user-supplied tags in the evaluate function. Tags are key-value pairs that can be used for experiment tracking, A/B testing, filtering, and organizing evaluation runs. The function accepts a tags parameter.
• Added support for user-supplied TokenCredentials with LLM based evaluators.
• Enhanced GroundednessEvaluator to support AI agent evaluation with tool calls. The evaluator now accepts agent response data containing tool calls and can extract context from file_search tool results for groundedness assessment. This enables evaluation of AI agents that use tools to retrieve information and generate responses. Note: Agent groundedness evaluation is currently supported only when the file_search tool is used.
• Added language parameter to RedTeam class for multilingual red team scanning support. The parameter accepts values from SupportedLanguages enum including English, Spanish, French, German, Italian, Portuguese, Japanese, Korean, and Simplified Chinese, enabling red team attacks to be generated and conducted in multiple languages.
• Added support for IndirectAttack and UngroundedAttributes risk categories in RedTeam scanning. These new risk categories expand red team capabilities to detect cross-platform indirect attacks and evaluate ungrounded inferences about human attributes including emotional state and protected class information.

Bugs Fixed

• Fixed issue where evaluation results were not properly aligned with input data, leading to incorrect metrics being reported.

Other Changes

• Deprecating AdversarialSimulator in favor of the AI Red Teaming Agent. AdversarialSimulator will be removed in the next minor release.
• Moved retry configuration constants (MAX_RETRY_ATTEMPTS, MAX_RETRY_WAIT_SECONDS, MIN_RETRY_WAIT_SECONDS) from RedTeam class to new RetryManager class for better code organization and configurability.

1.0.0b2 (2025-09-03)

Features Added

• Client StorageDiscoveryMgmtClient added parameter cloud_setting in method __init__

1.0.0 (2025-08-21)

Features Added

• Model PlaywrightWorkspaceProperties added property workspace_id

1.0.0b1 (2025-08-07)

Other Changes

• Initial version

1.4.0 (2025-08-28)

Features Added

• GA release of support for mobile number types