104 lines
3.4 KiB
Python
104 lines
3.4 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 base64
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from six.moves.urllib import parse
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from meteosclient.api import base
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class Model(base.Resource):
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resource_name = 'Model'
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class ModelManager(base.ResourceManager):
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resource_class = Model
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NotUpdated = base.NotUpdated()
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def create(self, display_name=None, display_description=None,
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source_dataset_url=None, experiment_id=None,
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model_type=None, model_params=None, dataset_format=None,
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swift_tenant=None, swift_username=None,
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swift_password=None):
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"""Create a Model."""
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data = {
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'display_name': display_name,
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'display_description': display_description,
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'source_dataset_url': source_dataset_url,
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'experiment_id': experiment_id,
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'model_type': model_type,
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'model_params': base64.b64encode(model_params),
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'dataset_format': dataset_format,
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'swift_tenant': swift_tenant,
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'swift_username': swift_username,
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'swift_password': swift_password,
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}
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body = {'model': data}
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return self._create('/models', body, 'model')
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def list(self, search_opts=None, limit=None, marker=None,
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sort_by=None, reverse=None):
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"""Get a list of Model Models."""
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query = base.get_query_string(search_opts, limit=limit, marker=marker,
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sort_by=sort_by, reverse=reverse)
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url = "/models%s" % query
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return self._page(url, 'models', limit)
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def get(self, model_id, show_progress=False):
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"""Get information about a Model."""
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url = ('/models/%(model_id)s?%(params)s' %
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{"model_id": model_id,
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"params": parse.urlencode({"show_progress": show_progress})})
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return self._get(url, 'model')
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def delete(self, model_id):
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"""Delete a Model Model."""
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self._delete('/models/%s' % model_id)
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def load(self, model_id):
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"""Load a Model."""
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url = '/models/%s/action' % model_id
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body = {'os-load': None}
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self._post(url, body)
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def unload(self, model_id):
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"""Unload a Model."""
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url = '/models/%s/action' % model_id
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body = {'os-unload': None}
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self._post(url, body)
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def recreate(self, model_id, source_dataset_url=None, dataset_format=None,
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swift_tenant=None, swift_username=None, swift_password=None):
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"""Recreate a Model."""
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data = {
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'source_dataset_url': source_dataset_url,
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'dataset_format': dataset_format,
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'swift_tenant': swift_tenant,
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'swift_username': swift_username,
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'swift_password': swift_password,
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}
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url = '/models/%s/action' % model_id
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body = {'os-recreate': data}
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return self._post(url, body)
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