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CHANGELOG.md

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Release History

11.6.0b4 (2024-05-07)

Features Added

  • Added new models:
    • azure.search.documents.models.HybridCountAndFacetMode
    • azure.search.documents.models.HybridSearch
    • azure.search.documents.models.SearchScoreThreshold
    • azure.search.documents.models.VectorSimilarityThreshold
    • azure.search.documents.models.VectorThreshold
    • azure.search.documents.models.VectorThresholdKind
    • azure.search.documents.models.VectorizableImageBinaryQuery
    • azure.search.documents.models.VectorizableImageUrlQuery
    • azure.search.documents.indexes.models.AIServicesVisionParameters
    • azure.search.documents.indexes.models.AIServicesVisionVectorizer
    • azure.search.documents.indexes.models.AIStudioModelCatalogName
    • azure.search.documents.indexes.models.AzureMachineLearningParameters
    • azure.search.documents.indexes.models.AzureMachineLearningVectorizer
    • azure.search.documents.indexes.models.AzureOpenAIModelName
    • azure.search.documents.indexes.models.VectorEncodingFormat
    • azure.search.documents.indexes.models.VisionVectorizeSkill
  • Added hybrid_search support for SearchClient.search method.
  • Updated default API version to 2024-05-01-preview.

Bugs Fixed

  • Fixed the bug that SearchClient failed when both answer count and answer threshold applied.

11.6.0b3 (2024-04-09)

Features Added

  • Added IndexerExecutionEnvironment, IndexingMode, LineEnding, NativeBlobSoftDeleteDeletionDetectionPolicy, ScalarQuantizationCompressionConfiguration, ScalarQuantizationParameters, SearchServiceCounters, SearchServiceLimits, SearchServiceStatistics, VectorSearchCompressionConfiguration & VectorSearchCompressionTargetDataType.
  • Added stored in SearchField.

11.6.0b2 (2024-03-05)

Breaking Changes

  • SearchIndexerSkillset, SearchField, SearchIndex, AnalyzeTextOptions, SearchResourceEncryptionKey, SynonymMap, SearchIndexerDataSourceConnection are no longer subclasses of _serialization.Model.

Bugs Fixed

  • Fixed the issue that SearchIndexerSkillset, SearchField, SearchIndex, AnalyzeTextOptions, SearchResourceEncryptionKey, SynonymMap, SearchIndexerDataSourceConnection could not be serialized and as_dict did not work.
  • Fixed the issue that context was missing for EntityRecognitionSkill and SentimentSkill. #34623

Other Changes

  • Default to API version V2024_03_01_PREVIEW

11.6.0b1 (2024-01-31)

Features Added

  • Added back semantic_query for Search method.
  • Added back alias operations to SearchIndexClient.
  • Added back AzureOpenAIEmbeddingSkill, AzureOpenAIParameters and AzureOpenAIVectorizer.
  • Added back query_language, query_speller, semantic_fields and debug for Search method.
  • Added send_request method for SearchClient & SearchIndexClient to run a network request using the client's existing pipeline.

Bugs Fixed

  • Fixed the issue that we added unexpected retrievable property for SearchField.

Other Changes

  • Python 3.7 is no longer supported. Please use Python version 3.8 or later.

11.4.0 (2023-10-13)

Features Added

  • Added new models:
    • VectorSearchAlgorithmMetric
    • IndexProjectionMode
    • SearchIndexerIndexProjections
    • SearchIndexerIndexProjectionSelector
    • SearchIndexerIndexProjectionsParameters
    • BlobIndexerDataToExtract
    • BlobIndexerImageAction
    • BlobIndexerParsingMode
    • CharFilterName
    • CustomEntity
    • CustomEntityAlias
    • DataChangeDetectionPolicy
    • DataDeletionDetectionPolicy
    • DefaultCognitiveServicesAccount
    • HighWaterMarkChangeDetectionPolicy
    • HnswAlgorithmConfiguration
    • IndexerExecutionResult
    • IndexingParameters
    • IndexingParametersConfiguration
    • IndexingSchedule
    • LexicalAnalyzerName
    • LexicalTokenizerName
    • PIIDetectionSkill
    • PIIDetectionSkillMaskingMode
    • ScoringProfile
    • SemanticSearch
  • Added index_projections support for SearchIndexerSkillset

Breaking Changes

These changes do not impact the API of stable versions such as 11.3.0. Only code written against a beta version such as 11.4.0b11 may be affected.

  • Renamed AnswerResult to QueryAnswerResult and CaptionResult to QueryCaptionResult.
  • Renamed SemanticErrorHandling to SemanticErrorMode.
  • Renamed RawVectorQuery to VectorizedQuery.
  • Renamed ExhaustiveKnnVectorSearchAlgorithmConfiguration to ExhaustiveKnnAlgorithmConfiguration.
  • Renamed PrioritizedFields to SemanticPrioritizedFields.
  • Renamed query_caption_highlight to query_caption_highlight_enabled.
  • query_language and query_speller are not available for Search method in this stable release.
  • alias operations are not available in this stable release.
  • AzureOpenAIEmbeddingSkill, AzureOpenAIParameters and AzureOpenAIVectorizer are not available in 11.4.0.
  • Renamed vector_search_profile to vector_search_profile_name in SearchField.
  • Renamed SemanticSettings to SemanticSearch.

Other Changes

  • Used API version "2023-11-01".

11.4.0b11 (2023-10-11)

Features Added

  • Added vector_filter_mode support for Search method.
  • Exposed VectorizableTextQuery in azure.search.document.models.

11.4.0b10 (2023-10-10)

Breaking Changes

These changes do not impact the API of stable versions such as 11.3.0. Only code written against a beta version such as 11.4.0b6 may be affected.

  • Renamed vector_search_configuration to vector_search_profile in SearchField.
  • Renamed vectors to vector_queries in Search method.
  • Renamed azure.search.documents.models.Vector to azure.search.documents.models.VectorQuery.
  • Stopped supporting api version V2023_07_01_PREVIEW anymore.

Other Changes

  • Default to use API version V2023_10_01_PREVIEW

11.4.0b9 (2023-09-12)

Bugs Fixed

  • Fixed the bug that list type of order_by was not correctly handled. #31837

11.4.0b8 (2023-08-08)

Features Added

  • Exposed HnswVectorSearchAlgorithmConfiguration

Breaking Changes

These changes do not impact the API of stable versions such as 11.3.0. Only code written against a beta version such as 11.4.0b6 may be affected.

  • Instead of using VectorSearchAlgorithmConfiguration, now you need to use concrete types like HnswVectorSearchAlgorithmConfiguration.

11.4.0b7 (2023-08-08)

Features Added

  • Added multi-vector search support. Now instead of passing in vector, top_k and vector_fields, search method accepts vectors which is a list of Vector object.

Breaking Changes

These changes do not impact the API of stable versions such as 11.3.0. Only code written against a beta version such as 11.4.0b6 may be affected.

  • Stopped supporting vector, top_k and vector_fields in SearchClient.search method.

11.4.0b6 (2023-07-11)

Features Added

  • Added top_k support for VectorSearch.

11.4.0b5 (2023-07-11)

Features Added

  • Exposed azure.search.documents.models.Vector.

11.4.0b4 (2023-07-11)

Features Added

  • Added VectorSearch support.

Breaking Changes

  • Deprecated SentimentSkillV1 and EntityRecognitionSkillV1.

11.4.0b3 (2023-02-07)

Features Added

  • Added the semantic reranker score and captions on SearchResult.(thanks to @LucasVascovici for the contribution)

11.4.0b2 (2022-11-08)

Features Added

  • Enabled OcrSkill and ImageAnalysisSkill

Other Changes

  • Added Python 3.11 support.

11.4.0b1 (2022-09-08)

Features Added

  • Added support to create, update and delete aliases via the SearchIndexClient.

11.3.0 (2022-09-06)

Note

  • Some of the features that were available in the 11.3.0b8 version are not available in this GA. They would be available in the upcoming beta release.

Features Added

  • Added support for other national clouds.
  • Added support for TokenCredential

Bugs Fixed

  • Fixed issue where async search call would fail with a 403 error when retrieving large number of documents.

Other Changes

  • Python 3.6 is no longer supported. Please use Python version 3.7 or later.

11.2.2 (2022-04-14)

Bugs Fixed

  • Fixes a bug allowing users to set keys for cognitive service skills using the API. Exposes DefaultCognitiveServicesAccount and CognitiveServicesAccountKey

11.3.0b8 (2022-03-08)

Features Added

  • Added support to create, update and delete aliases via the SearchIndexClient.

11.3.0b7 (2022-02-08)

Features Added

Other Changes

  • Python 2.7 is no longer supported. Please use Python version 3.6 or later.

11.2.1 (2022-01-10)

Minor updates.

11.3.0b6 (2021-11-19)

Features Added

  • Added properties to SearchClient.search: semantic_configuration_name
  • Added properties to SearchIndex: semantic_settings
  • Added models: PrioritizedFields, SemanticConfiguration, SemanticField, SemanticSettings
  • Added new values to model QueryLanguage

11.3.0b5 (2021-11-09)

Features Added

  • Added properties to SearchClient.search: session_id, scoring_statistics.
  • Added properties to SearchIndexerDataSourceConnection: identity, encryption_key.
  • Added select property to the following SearchIndexClient operations: get_synonym_maps, list_indexes.
  • Added select property to the following SearchIndexersClient operations: get_data_source_connections, get_indexers, get_skillsets.
  • Added operations to SearchIndexerClient: reset_skills, reset_documents.
  • Added model: DocumentKeysOrIds

11.3.0b4 (2021-10-05)

Features Added

  • Added properties to SearchClient: query_answer, query_answer_count, query_caption, query_caption_highlight and semantic_fields.

Breaking Changes

  • Renamed SearchClient.speller to SearchClient.query_speller.
  • Renamed model Speller to QuerySpellerType.
  • Renamed model Answers to QueryAnswerType.
  • Removed keyword arguments from SearchClient: answers and captions.
  • SentimentSkill, EntityRecognitionSkill: added client-side validation to prevent sending unsupported parameters.
  • Renamed property ignore_reset_requirements to skip_indexer_reset_requirement_for_cache.

11.3.0b3 (2021-09-08)

Features Added

  • Added new models:
    • azure.search.documents.models.QueryCaptionType
    • azure.search.documents.models.CaptionResult
    • azure.search.documents.indexes.models.CustomEntityLookupSkillLanguage
    • azure.search.documents.indexes.models.EntityRecognitionSkillVersion
    • azure.search.documents.indexes.models.LexicalNormalizerName
    • azure.search.documents.indexes.models.PIIDetectionSkill
    • azure.search.documents.indexes.models.PIIDetectionSkillMaskingMode
    • azure.search.documents.indexes.models.SearchIndexerCache
    • azure.search.documents.indexes.models.SearchIndexerDataIdentity
    • azure.search.documents.indexes.models.SearchIndexerDataNoneIdentity
    • azure.search.documents.indexes.models.SearchIndexerDataUserAssignedIdentity
    • azure.search.documents.indexes.models.SentimentSkillVersion
  • Added normalizer_name property to AnalyzeTextOptions model.

Breaking Changes

  • Removed:
    • azure.search.documents.indexes.models.SentimentSkillV3
    • azure.search.documents.indexes.models.EntityRecognitionSkillV3
  • Renamed:
    • SearchField.normalizer renamed to SearchField.normalizer_name.

Other Changes

  • SentimentSkill and EntityRecognitionSkill can now be created by specifying the skill_version keyword argument with a SentimentSkillVersion or EntityRecognitionSkillVersion, respectively. The default behavior if skill_version is not specified is to create a version 1 skill.

11.3.0b2 (2021-08-10)

Features Added

  • Added new skills: SentimentSkillV3, EntityLinkingSkill, EntityRecognitionSkillV3

11.3.0b1 (2021-07-07)

Features Added

  • Added AAD support
  • Added support for semantic search
  • Added normalizer support

11.2.0 (2021-06-08)

This version will be the last version to officially support Python 3.5, future versions will require Python 2.7 or Python 3.6+.

New features

  • Added support for knowledge store #18461
  • Added new data source type ADLS gen2 #16852

11.1.0 (2021-02-10)

Breaking Changes

  • IndexDocumentsBatch does not support enqueue_action any longer. enqueue_actions takes a single action too.
  • max_retries of SearchIndexingBufferedSender is renamed to max_retries_per_action
  • SearchClient does not support get_search_indexing_buffered_sender

11.1.0b4 (2020-11-10)

Features

  • Added get_search_indexing_buffered_sender support for SearchClient
  • Added initial_batch_action_count support for SearchIndexingBufferedSender
  • Added max_retries support for SearchIndexingBufferedSender

11.1.0b3 (2020-10-06)

Breaking Changes

  • Renamed SearchIndexDocumentBatchingClient to SearchIndexingBufferedSender
  • Renamed SearchIndexDocumentBatchingClient.add_upload_actions to SearchIndexingBufferedSender.upload_documents
  • Renamed SearchIndexDocumentBatchingClient.add_delete_actions to SearchIndexingBufferedSender.delete_documents
  • Renamed SearchIndexDocumentBatchingClient.add_merge_actions to SearchIndexingBufferedSender.merge_documents
  • Renamed SearchIndexDocumentBatchingClient.add_merge_or_upload_actions to SearchIndexingBufferedSender.merge_or_upload_documents
  • Stopped supporting window kwargs for SearchIndexingBufferedSender
  • Splitted kwarg hook into on_new, on_progress, on_error, on_remove for SearchIndexingBufferedSender

Features

  • Added auto_flush_interval support for SearchIndexingBufferedSender

11.1.0b2 (2020-09-08)

Features

  • Added azure.search.documents.RequestEntityTooLargeError
  • Flush method in BatchClient now will not return until all actions are done

Breaking Changes

  • Removed succeeded_actions & failed_actions from BatchClient
  • Removed get_index_document_batching_client from SearchClient

11.1.0b1 (2020-08-11)

Features

  • new SearchIndexDocumentBatchingClient

SearchIndexDocumentBatchingClient supports handling document indexing actions in an automatic way. It can trigger the flush method automatically based on pending tasks and idle time.

Fixes

  • Doc & Sample fixes

11.0.0 (2020-07-07)

Features

  • Exposed more models:

    • BM25SimilarityAlgorithm
    • ClassicSimilarityAlgorithm
    • EdgeNGramTokenFilterSide
    • EntityCategory
    • EntityRecognitionSkillLanguage
    • FieldMapping
    • FieldMappingFunction
    • ImageAnalysisSkillLanguage
    • ImageDetail
    • IndexerExecutionStatus
    • IndexerStatus
    • KeyPhraseExtractionSkillLanguage
    • MicrosoftStemmingTokenizerLanguage
    • MicrosoftTokenizerLanguage
    • OcrSkillLanguage
    • PhoneticEncoder
    • ScoringFunctionAggregation
    • ScoringFunctionInterpolation

1.0.0b4 (2020-06-09)

Breaking Changes

  • Reorganized SearchServiceClient into SearchIndexClient & SearchIndexerClient #11507

  • Split searchindex.json and searchservice.json models and operations into separate namespaces #11508

  • Renamed edm to SearchFieldDataType #11511

  • Now Search Synonym Map creation/update returns a model #11514

  • Renaming #11565

    • SearchIndexerDataSource -> SearchIndexerDataSourceConnection
    • SearchField.SynonymMaps -> SearchField.SynonymMapNames
    • SearchField.Analyzer -> SearchField.AnalyzerName
    • SearchField.IndexAnalyzer -> SearchField.IndexAnalyzerName
    • SearchField.SearchAnalyzer -> SearchField.SearchAnalyzerName
    • SearchableField.SynonymMaps -> SearchableField.SynonymMapNames
    • SearchableField.Analyzer -> SearchableField.AnalyzerName
    • SearchableField.IndexAnalyzer -> SearchableField.IndexAnalyzerName
    • SearchableField.SearchAnalyzer -> SearchableField.SearchAnalyzerName
    • Similarity -> SimilarityAlgorithm
    • Suggester -> SearchSuggester
    • PathHierarchyTokenizerV2 -> PathHierarchyTokenizer

  • Renamed DataSource methods to DataSourceConnection #11693

  • Autocomplete & suggest methods now takes arguments search_text & suggester_name rather than query objects #11747

  • Create_or_updates methods does not support partial updates #11800

  • Renamed AnalyzeRequest to AnalyzeTextOptions #11800

  • Renamed Batch methods #11800

1.0.0b3 (2020-05-04)

Features

  • Add support for synonym maps operations #10830
  • Add support for skillset operations #10832
  • Add support of indexers operation #10836
  • Add helpers for defining searchindex fields #10833

Breaking Changes

  • SearchIndexClient renamed to SearchClient

1.0.0b2 (2020-04-07)

Features

  • Added index service client #10324
  • Accepted an array of RegexFlags for PatternAnalyzer and PatternTokenizer #10409

Breaking Changes

  • Removed SearchApiKeyCredential and now using AzureKeyCredential from azure.core.credentials as key credential

1.0.0b1 (2020-03-10)

First release of Azure Search SDK for Python