172 lines
7.3 KiB
Python
172 lines
7.3 KiB
Python
# Copyright (c) 2013 Mirantis Inc.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
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# implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import warnings
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from keystoneauth1 import adapter
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from keystoneauth1 import exceptions
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from keystoneauth1.identity import v2
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from keystoneauth1.identity import v3
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from keystoneauth1 import session as keystone_session
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from keystoneauth1 import token_endpoint
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from meteosclient.api import templates
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from meteosclient.api import experiments
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from meteosclient.api import datasets
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from meteosclient.api import models
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from meteosclient.api import model_evaluations
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from meteosclient.api import learnings
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USER_AGENT = 'python-meteosclient'
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class HTTPClient(adapter.Adapter):
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def request(self, *args, **kwargs):
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kwargs.setdefault('raise_exc', False)
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return super(HTTPClient, self).request(*args, **kwargs)
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class Client(object):
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"""Client for the OpenStack Data Processing v1 API.
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:param str username: Username for Keystone authentication.
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:param str api_key: Password for Keystone authentication.
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:param str project_id: Keystone Tenant id.
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:param str project_name: Keystone Tenant name.
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:param str auth_url: Keystone URL that will be used for authentication.
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:param str meteos_url: Meteos REST API URL to communicate with.
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:param str endpoint_type: Desired Meteos endpoint type.
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:param str service_type: Meteos service name in Keystone catalog.
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:param str input_auth_token: Keystone authorization token.
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:param session: Keystone Session object.
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:param auth: Keystone Authentication Plugin object.
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:param boolean insecure: Allow insecure.
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:param string cacert: Path to the Privacy Enhanced Mail (PEM) file
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which contains certificates needed to establish
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SSL connection with the identity service.
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:param string region_name: Name of a region to select when choosing an
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endpoint from the service catalog.
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"""
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def __init__(self, username=None, api_key=None, project_id=None,
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project_name=None, auth_url=None, meteos_url=None,
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endpoint_type='publicURL', service_type='machine-learning',
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input_auth_token=None, session=None, auth=None,
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insecure=False, cacert=None, region_name=None, **kwargs):
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if not session:
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warnings.simplefilter('once', category=DeprecationWarning)
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warnings.warn('Passing authentication parameters to meteosclient '
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'is deprecated. Please construct and pass an '
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'authenticated session object directly.',
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DeprecationWarning)
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warnings.resetwarnings()
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if input_auth_token:
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auth = token_endpoint.Token(meteos_url, input_auth_token)
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else:
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auth = self._get_keystone_auth(auth_url=auth_url,
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username=username,
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api_key=api_key,
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project_id=project_id,
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project_name=project_name)
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verify = True
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if insecure:
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verify = False
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elif cacert:
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verify = cacert
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session = keystone_session.Session(verify=verify)
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if not auth:
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auth = session.auth
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# NOTE(Toan): bug #1512801. If meteos_url is provided, it does not
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# matter if service_type is orthographically correct or not.
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# Only find Meteos service_type and endpoint in Keystone catalog
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# if meteos_url is not provided.
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if not meteos_url:
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service_type = self._determine_service_type(session,
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auth,
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service_type,
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endpoint_type)
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kwargs['user_agent'] = USER_AGENT
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kwargs.setdefault('interface', endpoint_type)
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kwargs.setdefault('endpoint_override', meteos_url)
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client = HTTPClient(session=session,
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auth=auth,
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service_type=service_type,
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region_name=region_name,
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**kwargs)
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self.templates = templates.TemplateManager(client)
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self.experiments = experiments.ExperimentManager(client)
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self.datasets = datasets.DatasetManager(client)
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self.models = models.ModelManager(client)
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self.model_evaluations = model_evaluations.ModelEvaluationManager(client)
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self.learnings = learnings.LearningManager(client)
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def _get_keystone_auth(self, username=None, api_key=None, auth_url=None,
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project_id=None, project_name=None):
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if not auth_url:
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raise RuntimeError("No auth url specified")
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if 'v2.0' in auth_url:
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return v2.Password(auth_url=auth_url,
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username=username,
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password=api_key,
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tenant_id=project_id,
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tenant_name=project_name)
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else:
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# NOTE(jamielennox): Setting these to default is what
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# keystoneclient does in the event they are not passed.
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return v3.Password(auth_url=auth_url,
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username=username,
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password=api_key,
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user_domain_id='default',
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project_id=project_id,
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project_name=project_name,
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project_domain_id='default')
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@staticmethod
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def _determine_service_type(session, auth, service_type, interface):
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"""Check a catalog for machine-learning or data_processing"""
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# NOTE(jamielennox): calling get_endpoint forces an auth on
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# initialization which is required for backwards compatibility. It
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# also allows us to reset the service type if not in the catalog.
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for st in (service_type, service_type.replace('-', '_')):
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try:
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url = auth.get_endpoint(session,
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service_type=st,
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interface=interface)
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except exceptions.Unauthorized:
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raise RuntimeError("Not Authorized")
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except exceptions.EndpointNotFound:
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# NOTE(jamielennox): bug #1428447. This should not be
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# raised, instead None should be returned. Handle in case
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# it changes in the future
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url = None
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if url:
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return st
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raise RuntimeError("Could not find Meteos endpoint in catalog")
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