* new: add sparse vectors support in discovery and recommend in local mode
* chore: remove redundant file
* chore: remove another redundant file
* fix: fix type hint for python3.8
* fix: remove redundant types from check
* refactoring: remove redundant union
* refactoring: remove redundant import
* fix: fix type hint
* fix: fix type hint
* refactoring: improve exception description
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* refactoring: improve exception description
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* refactoring: address review comments
---------
Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* new: check for nan vectors in local mode
* tests: add tests for search with query containing nans
* refactoring: move sparse nan test to test_sparse_search
* tests: add tests for queries with nans in recommendation api
* tests: add tests for query with nan in discovery
* refactoring: update imports in discovery tests
* draft
* thread sparse_vectors_config through
* test ingest sparse data
* make async_client consistent for create collection
* regen async
* align client hierarchy
* do not give up
* disable async consistency check for now
* regen
* workaround async client breakage
* generate gRPC
* new healtcheck proto files
* fix gen branch
* fix grpc generation - had to reinstall to downgrade grpcio
* bump test docker image
* wait for update when migrating
* regen REST + update config
* add sparse search congruence
* congruence scroll sparse vectors
* congruence test retrieve sparse
* more sparse tests and waiting on remote
* remove healthcheck service
* misc
* reinstate len check
* fix scoring if no overlap
* sparse distance as numpy float without rounding
* fix payload selector
* fix payload exclude
* dedicated collection name to not collide with openapi engine tests
* fix with_vector, scoring no overlap, closeness assetion
* convert float only once
* regen gRPC to exclude health_check
* code review cleanup
* validate and sort sparse vector before persistence
* regen REST
* test deletes and update with fix
* fix async client
* fix batch size
* fix async client
* don't give up
* remove validated todo
* fix sparse vectors loading test
* fix sparse vectors loading test
* rm empty
* mention sparse vectors in the fake local info
* fix upload collection wait propagation
* fix async. init_from tests
* resync async
* rework test sparse vector generation
* regen clients
* update to dev
* update REST models
* async client
* do not change it yet
* fix migration test
* do not create a sparse configuration by default
* fix backward compatibility by disabling serialization of none fields
* fix type imports
* regen gRPC
* test BatchVectorStruct REST to gRPC conversion
* test gRPC->REST conversion
* sparse grpc tests and conversions fix
* generate async client
---------
Co-authored-by: generall <andrey@vasnetsov.com>
