* add protection, in case we use IVF* indexing, we need to train the index first
Signed-off-by: Liu,Kaixuan <kaixuan.liu@intel.com>
* fix formatting issue
Signed-off-by: Liu,Kaixuan <kaixuan.liu@intel.com>
* just raising error, instead of silently training the index
* fixed mypy issue
* fixed error msg
---------
Signed-off-by: Liu,Kaixuan <kaixuan.liu@intel.com>
Co-authored-by: Mayank Jobanputra <mayankjobanputra@gmail.com>
* Add IVF and Product Quantization support for OpenSearchDocumentStore
* Remove unused import statement
* Fix mypy
* Adapt doc strings and error messages to account for PQ
* Adapt validation of indices
* Adapt existing tests
* Fix pylint
* Add tests
* Update lg
* Adapt based on PR review comments
* Fix Pylint
* Adapt based on PR review
* Add request_timeout
* Adapt based on PR review
* Adapt based on PR review
* Adapt tests
* Pin tenacity
* Unpin tenacity
* Adapt based on PR comments
* Add match to tests
---------
Co-authored-by: agnieszka-m <amarzec13@gmail.com>
* add e2e tests
* move tests to their own module
* add e2e workflow
* pylint
* remove from job
* fix index field name
* skip test on sql
* removed unused code
* fix embedding tests
* adjust test for pinecone
* adjust assertions to the new documents
* bad copypasta
* test
* fix tests
* fix tests
* fix test
* fix tests
* pylint
* update milvus version
* remove debug
* move graphdb tests under e2e
* bug(OpenSearchDocumentStore): fix authenticate with aws4auth if set.
Rearrange check to authenticate with aws4auth before username
and password, as the username is set to "admin" by default.
* Make username check less restrictive
* Fix test, do not used mocked _init_client function
* Add warning for aws4auth and username to ElasticSearchDocumentStore
Co-authored-by: Julian Risch <julian.risch@deepset.ai>
* Adding condition to `pinecone` object.
While you can assign any values to `PineconeDocumentStore`'s parameter `pinecone_index`, it must have another condition to prevent that from happening.
* Added test, and changed the code to make sure the pinecone idx variable has correct instance
* fixed black error
Co-authored-by: Mayank Jobanputra <mayankjobanputra@gmail.com>
* Fixing broken BM25 support with Weaviate - fixes#3720
Unfortunately the BM25 support with Weaviate got broken with Haystack v1.11.0+, which is getting fixed with this commit.
Please see more under issue #3720.
* Fixing mypy issue - method signature wasn't matching the base class
* Mypy related test fix
Mypy forced me to set the signature of the `query` method of the Weaviate document store to the same as its parent, the `KeywordDocumentStore`, where the `query` parame is `Optional`, but has NO default value, so it must be provided (as None) at runtime.
I am not quite sure why the abstract method's `query` param was set without a default value while its type is `Optional`, but I didn't want to change that, so instead I have changed the Weaviate tests.
* Adding a note regarding an upcomming fix in Weaviate v1.17.0
* Apply suggestions from code review
* revert
* [EMPTY] Re-trigger CI
* fix for multilevel metadata dictionaries
* add metadata dict formating to update function
* typing
* added check for labels meta
* added more info to input parameters
* added test for multilayer metadata
* removed todo
* move tests to their own class
* move more tests
* add specific job
* fix test
* Update test/document_stores/test_memory.py
Co-authored-by: Sara Zan <sara.zanzottera@deepset.ai>
Co-authored-by: Sara Zan <sara.zanzottera@deepset.ai>
* very first draft
* implement query and query_batch
* add more bm25 parameters
* add rank_bm25 dependency
* fix mypy
* remove tokenizer callable parameter
* remove unused import
* only json serializable attributes
* try to fix: pylint too-many-public-methods / R0904
* bm25 attribute always present
* convert errors into warnings to make the tutorial 1 work
* add docstrings; tests
* try to make tests run
* better docstrings; revert not running tests
* some suggestions from review
* rename elasticsearch retriever as bm25 in tests; try to test memory_bm25
* exclude tests with filters
* change elasticsearch to bm25 retriever in test_summarizer
* add tests
* try to improve tests
* better type hint
* adapt test_table_text_retriever_embedding
* handle non-textual docs
* query only textual documents
* add new marker
* start using test hierarchies
* move ES tests into their own class
* refactor test workflow
* job steps
* add more tests
* move more tests
* more tests
* test labels
* add more tests
* Update tests.yml
* Update tests.yml
* fix
* typo
* fix es image tag
* map es ports
* try
* fix
* default port
* remove opensearch from the markers sorcery
* revert
* skip new tests in old jobs
* skip opensearch_faiss
* Removed explicit passage formatting by name field
* passing correct input type for embedding the docs
* Updated test, updated similarity scores and added results
* changed expected input to embed method
* bump elastic to 7.16.2+
* decouple Elasticsearch and Opensearch
use method override instead of func variables
fix mypy
default value
fix broken tests
update schema
* relax version pin
* rename the base class
* rename module
* fix import order
* do not run the new tests in the old job
* remove outdated TODO
* fix milvus and faiss tests not running
* fix schema manually
* fix test_dpr_embedding test for milvus
* pip freeze on milvus tests
* fix milvus1 tests being executed: fix all_doc_stores order
* Revert "pip freeze on milvus tests"
This reverts commit 75ebb6f7e507bb8477e87d9e63b4a294f7946cab.
* make infer_required_doc_store more robust
* don't skip tests without docstore requirements
* use markers for docstore tests
