72 lines
1.8 KiB
Python
72 lines
1.8 KiB
Python
from abc import abstractmethod
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from enum import Enum
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from typing import Dict, Any, Optional
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from uuid import UUID
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from chromadb.api.types import (
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Embeddings,
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Metadatas,
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Documents,
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URIs,
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IDs,
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CollectionMetadata,
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Where,
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WhereDocument,
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)
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from chromadb.config import Component, System
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class Action(str, Enum):
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CREATE_DATABASE = "create_database"
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CREATE_COLLECTION = "create_collection"
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LIST_COLLECTIONS = "list_collections"
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UPDATE_COLLECTION = "update_collection"
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ADD = "add"
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GET = "get"
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DELETE = "delete"
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UPDATE = "update"
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UPSERT = "upsert"
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QUERY = "query"
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class QuotaEnforcer(Component):
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"""
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Exposes hooks to enforce quotas.
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"""
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def __init__(self, system: System) -> None:
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super().__init__(system)
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@abstractmethod
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def set_context(self, context: Dict[str, Any]) -> None:
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"""
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Sets the context for a given request.
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"""
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pass
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@abstractmethod
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def enforce(
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self,
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action: Action,
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tenant: str,
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metadatas: Optional[Metadatas] = None,
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documents: Optional[Documents] = None,
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embeddings: Optional[Embeddings] = None,
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uris: Optional[URIs] = None,
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ids: Optional[IDs] = None,
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name: Optional[str] = None,
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new_name: Optional[str] = None,
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metadata: Optional[CollectionMetadata] = None,
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new_metadata: Optional[CollectionMetadata] = None,
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limit: Optional[int] = None,
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where: Optional[Where] = None,
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where_document: Optional[WhereDocument] = None,
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n_results: Optional[int] = None,
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query_embeddings: Optional[Embeddings] = None,
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collection_id: Optional[UUID] = None,
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) -> None:
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"""
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Enforces a quota.
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"""
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pass
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