vendor/lightrag/namespace.py

from __future__ import annotations

from typing import Iterable


# All namespace should not be changed
class NameSpace:
    KV_STORE_FULL_DOCS = "full_docs"
    KV_STORE_TEXT_CHUNKS = "text_chunks"
    KV_STORE_LLM_RESPONSE_CACHE = "llm_response_cache"
    KV_STORE_FULL_ENTITIES = "full_entities"
    KV_STORE_FULL_RELATIONS = "full_relations"

    VECTOR_STORE_ENTITIES = "entities"
    VECTOR_STORE_RELATIONSHIPS = "relationships"
    VECTOR_STORE_CHUNKS = "chunks"

    GRAPH_STORE_CHUNK_ENTITY_RELATION = "chunk_entity_relation"

    DOC_STATUS = "doc_status"


def is_namespace(namespace: str, base_namespace: str | Iterable[str]):
    if isinstance(base_namespace, str):
        return namespace.endswith(base_namespace)
    return any(is_namespace(namespace, ns) for ns in base_namespace)