# flake8: noqa E501 from typing import TYPE_CHECKING, Any, Dict, Set, TypeVar, Union from pydantic import BaseModel from pydantic.main import BaseModel from pydantic.version import VERSION as PYDANTIC_VERSION from qdrant_client.http.models import * from qdrant_client.http.models import models as m PYDANTIC_V2 = PYDANTIC_VERSION.startswith("2.") Model = TypeVar("Model", bound="BaseModel") SetIntStr = Set[Union[int, str]] DictIntStrAny = Dict[Union[int, str], Any] file = None def to_json(model: BaseModel, *args: Any, **kwargs: Any) -> str: if PYDANTIC_V2: return model.model_dump_json(*args, **kwargs) else: return model.json(*args, **kwargs) def jsonable_encoder( obj: Any, include: Union[SetIntStr, DictIntStrAny] = None, exclude=None, by_alias: bool = True, skip_defaults: bool = None, exclude_unset: bool = True, exclude_none: bool = True, ): if hasattr(obj, "json") or hasattr(obj, "model_dump_json"): return to_json( obj, include=include, exclude=exclude, by_alias=by_alias, exclude_unset=bool(exclude_unset or skip_defaults), exclude_none=exclude_none, ) return obj if TYPE_CHECKING: from qdrant_client.http.api_client import ApiClient class _IndexesApi: def __init__(self, api_client: "Union[ApiClient, AsyncApiClient]"): self.api_client = api_client def _build_for_create_field_index( self, collection_name: str, wait: bool = None, ordering: WriteOrdering = None, create_field_index: m.CreateFieldIndex = None, ): """ Create index for field in collection """ path_params = { "collection_name": str(collection_name), } query_params = {} if wait is not None: query_params["wait"] = str(wait).lower() if ordering is not None: query_params["ordering"] = str(ordering) headers = {} body = jsonable_encoder(create_field_index) if "Content-Type" not in headers: headers["Content-Type"] = "application/json" return self.api_client.request( type_=m.InlineResponse2005, method="PUT", url="/collections/{collection_name}/index", headers=headers if headers else None, path_params=path_params, params=query_params, content=body, ) def _build_for_delete_field_index( self, collection_name: str, field_name: str, wait: bool = None, ordering: WriteOrdering = None, ): """ Delete field index for collection """ path_params = { "collection_name": str(collection_name), "field_name": str(field_name), } query_params = {} if wait is not None: query_params["wait"] = str(wait).lower() if ordering is not None: query_params["ordering"] = str(ordering) headers = {} return self.api_client.request( type_=m.InlineResponse2005, method="DELETE", url="/collections/{collection_name}/index/{field_name}", headers=headers if headers else None, path_params=path_params, params=query_params, ) class AsyncIndexesApi(_IndexesApi): async def create_field_index( self, collection_name: str, wait: bool = None, ordering: WriteOrdering = None, create_field_index: m.CreateFieldIndex = None, ) -> m.InlineResponse2005: """ Create index for field in collection """ return await self._build_for_create_field_index( collection_name=collection_name, wait=wait, ordering=ordering, create_field_index=create_field_index, ) async def delete_field_index( self, collection_name: str, field_name: str, wait: bool = None, ordering: WriteOrdering = None, ) -> m.InlineResponse2005: """ Delete field index for collection """ return await self._build_for_delete_field_index( collection_name=collection_name, field_name=field_name, wait=wait, ordering=ordering, ) class SyncIndexesApi(_IndexesApi): def create_field_index( self, collection_name: str, wait: bool = None, ordering: WriteOrdering = None, create_field_index: m.CreateFieldIndex = None, ) -> m.InlineResponse2005: """ Create index for field in collection """ return self._build_for_create_field_index( collection_name=collection_name, wait=wait, ordering=ordering, create_field_index=create_field_index, ) def delete_field_index( self, collection_name: str, field_name: str, wait: bool = None, ordering: WriteOrdering = None, ) -> m.InlineResponse2005: """ Delete field index for collection """ return self._build_for_delete_field_index( collection_name=collection_name, field_name=field_name, wait=wait, ordering=ordering, )