Source code for ai_flow.ops.namespace_ops

# Copyright 2022 The AI Flow Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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#   http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
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import logging
from typing import Optional, List

from ai_flow.common.exception.exceptions import AIFlowException
from ai_flow.rpc.client.aiflow_client import get_scheduler_client

from ai_flow.metadata.namespace import NamespaceMeta

logger = logging.getLogger(__name__)


[docs]def add_namespace(name: str, properties: dict) -> NamespaceMeta: """ Creates a new namespace in metadata. :param name: The name of namespace to be added. :param properties: The properties of namespace. :return: The NamespaceMeta instance just added. """ client = get_scheduler_client() return client.add_namespace(name, properties)
[docs]def get_namespace(name: str) -> Optional[NamespaceMeta]: """ Retrieves the namespace from metadata. :param name: The name of namespace. :return: The NamespaceMeta instance, return None if no namespace found. """ client = get_scheduler_client() return client.get_namespace(name)
[docs]def update_namespace(name: str, properties: dict) -> Optional[NamespaceMeta]: """ Updates the properties of the namespace. :param name: The name of namespace to be updated. :param properties: The properties of namespace. :return: The NamespaceMeta instance just updated, return None if no namespace found. """ client = get_scheduler_client() return client.update_namespace(name=name, properties=properties)
[docs]def list_namespace(limit: int = None, offset: int = None) -> Optional[List[NamespaceMeta]]: """ Retrieves the list of namespaces from metadata. :param limit: The maximum records to be listed. :param offset: The offset to start to list. :return: The NamespaceMeta list, return None if no namespace found. """ client = get_scheduler_client() return client.list_namespaces(page_size=limit, offset=offset)
[docs]def delete_namespace(name: str): """ Deletes the namespace from metadata. :param name: The name of namespace. :raises: AIFlowException if failed to delete namespace. """ client = get_scheduler_client() try: client.delete_namespace(name) except AIFlowException as e: logger.exception("Failed to delete namespace %s with exception %s", name, str(e)) raise e