42 lines
1.3 KiB
Python
42 lines
1.3 KiB
Python
# -*- coding: utf-8 -*-
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#!/usr/bin/env python
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#
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# Copyright (c) 2020 OpenStack Foundation
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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 sys
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from openstack_member_spammer_estimator import EstimatorClassifier
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import os
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# params
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db_host = sys.argv[1]
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db_user = sys.argv[2]
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db_user_password = sys.argv[3]
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db_name = sys.argv[4]
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filename = 'user_classifier.pickle'
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classifier = EstimatorClassifier(db_host=db_host, db_user=db_user, db_user_password=db_user_password, db_name=db_name)
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script_dir = os.path.dirname(__file__)
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pickle_file = os.path.join(script_dir, filename)
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if not os.path.exists(pickle_file):
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raise Exception('File %s does not exists!' % pickle_file)
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res = classifier.classify(pickle_file)
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# output CSV file
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print("ID,Type")
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for row in res:
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print("%s,%s" % row)
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