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Added AlloyDB client #412

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Nov 28, 2024
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Merged

Added AlloyDB client #412

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4bfce62
Added AlloyDB client
Sheharyar570 Nov 25, 2024
f986f61
Remove query that set storage to plain.
Sheharyar570 Nov 25, 2024
a0b3d36
Add default value for pre_reordering_num_neighbors in cli options.
Sheharyar570 Nov 25, 2024
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3 changes: 2 additions & 1 deletion README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -38,11 +38,12 @@ All the database client supported
| pgvector | `pip install vectordb-bench[pgvector]` |
| pgvecto.rs | `pip install vectordb-bench[pgvecto_rs]` |
| pgvectorscale | `pip install vectordb-bench[pgvectorscale]` |
| pgdiskann | `pip install vectordb-bench[pgdiskann]` |
| pgdiskann | `pip install vectordb-bench[pgdiskann]` |
| redis | `pip install vectordb-bench[redis]` |
| memorydb | `pip install vectordb-bench[memorydb]` |
| chromadb | `pip install vectordb-bench[chromadb]` |
| awsopensearch | `pip install vectordb-bench[awsopensearch]` |
| alloydb | `pip install vectordb-bench[alloydb]` |

### Run

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1 change: 1 addition & 0 deletions pyproject.toml
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Expand Up @@ -73,6 +73,7 @@ elastic = [ "elasticsearch" ]
pgvector = [ "psycopg", "psycopg-binary", "pgvector" ]
pgvectorscale = [ "psycopg", "psycopg-binary", "pgvector" ]
pgdiskann = [ "psycopg", "psycopg-binary", "pgvector" ]
alloydb = [ "psycopg", "psycopg-binary", "pgvector"]
pgvecto_rs = [ "pgvecto_rs[psycopg3]>=0.2.2" ]
redis = [ "redis" ]
memorydb = [ "memorydb" ]
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13 changes: 13 additions & 0 deletions vectordb_bench/backend/clients/__init__.py
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Expand Up @@ -32,6 +32,7 @@ class DB(Enum):
PgVectoRS = "PgVectoRS"
PgVectorScale = "PgVectorScale"
PgDiskANN = "PgDiskANN"
AlloyDB = "AlloyDB"
Redis = "Redis"
MemoryDB = "MemoryDB"
Chroma = "Chroma"
Expand Down Expand Up @@ -97,6 +98,10 @@ def init_cls(self) -> Type[VectorDB]:
if self == DB.AWSOpenSearch:
from .aws_opensearch.aws_opensearch import AWSOpenSearch
return AWSOpenSearch

if self == DB.AlloyDB:
from .alloydb.alloydb import AlloyDB
return AlloyDB

@property
def config_cls(self) -> Type[DBConfig]:
Expand Down Expand Up @@ -156,6 +161,10 @@ def config_cls(self) -> Type[DBConfig]:
if self == DB.AWSOpenSearch:
from .aws_opensearch.config import AWSOpenSearchConfig
return AWSOpenSearchConfig

if self == DB.AlloyDB:
from .alloydb.config import AlloyDBConfig
return AlloyDBConfig

def case_config_cls(self, index_type: IndexType | None = None) -> Type[DBCaseConfig]:
if self == DB.Milvus:
Expand Down Expand Up @@ -197,6 +206,10 @@ def case_config_cls(self, index_type: IndexType | None = None) -> Type[DBCaseCon
if self == DB.PgDiskANN:
from .pgdiskann.config import _pgdiskann_case_config
return _pgdiskann_case_config.get(index_type)

if self == DB.AlloyDB:
from .alloydb.config import _alloydb_case_config
return _alloydb_case_config.get(index_type)

# DB.Pinecone, DB.Chroma, DB.Redis
return EmptyDBCaseConfig
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