astra_env = _AstraDBCollectionEnvironment(
collection_name=collection_name,
token=(self.token),
api_endpoint=(self.api_endpoint),
keyspace=(self.namespace),
environment=(self.environment),
setup_mode=setup_mode_,
pre_delete_collection=pre_delete_collection,
embedding_dimension=embedding_dimension,
metric=(self.metric),
requested_indexing_policy=(self.indexing_policy),
default_indexing_policy=(self.document_codec.default_collection_indexing_policy),
collection_vector_service_options=(self.collection_vector_service_options),
collection_embedding_api_key=(self.collection_embedding_api_key),
ext_callers=ext_callers,
component_name=component_name,
api_options=api_options,
collection_rerank=collection_rerank,
collection_reranking_api_key=(self.collection_reranking_api_key),
collection_lexical=collection_lexical
)