2019-10-24 23:46:45 -04:00
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. 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,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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from unittest import mock
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from superset.db_engine_specs.hive import HiveEngineSpec
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from tests.db_engine_specs.base_tests import DbEngineSpecTestCase
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class HiveTests(DbEngineSpecTestCase):
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def test_0_progress(self):
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log = """
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17/02/07 18:26:27 INFO log.PerfLogger: <PERFLOG method=compile from=org.apache.hadoop.hive.ql.Driver>
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17/02/07 18:26:27 INFO log.PerfLogger: <PERFLOG method=parse from=org.apache.hadoop.hive.ql.Driver>
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""".split(
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"\n"
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)
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self.assertEqual(0, HiveEngineSpec.progress(log))
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def test_number_of_jobs_progress(self):
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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""".split(
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"\n"
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)
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self.assertEqual(0, HiveEngineSpec.progress(log))
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def test_job_1_launched_progress(self):
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 1 out of 2
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""".split(
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"\n"
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)
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self.assertEqual(0, HiveEngineSpec.progress(log))
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def test_job_1_launched_stage_1(self):
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 1 out of 2
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 0%, reduce = 0%
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""".split(
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"\n"
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)
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self.assertEqual(0, HiveEngineSpec.progress(log))
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def test_job_1_launched_stage_1_map_40_progress(
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self
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): # pylint: disable=invalid-name
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 1 out of 2
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 0%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 40%, reduce = 0%
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""".split(
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"\n"
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)
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self.assertEqual(10, HiveEngineSpec.progress(log))
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def test_job_1_launched_stage_1_map_80_reduce_40_progress(
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self
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): # pylint: disable=invalid-name
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 1 out of 2
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 0%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 40%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 80%, reduce = 40%
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""".split(
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"\n"
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)
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self.assertEqual(30, HiveEngineSpec.progress(log))
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def test_job_1_launched_stage_2_stages_progress(
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self
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): # pylint: disable=invalid-name
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 1 out of 2
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 0%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 40%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 80%, reduce = 40%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-2 map = 0%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 100%, reduce = 0%
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""".split(
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"\n"
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)
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self.assertEqual(12, HiveEngineSpec.progress(log))
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def test_job_2_launched_stage_2_stages_progress(
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self
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): # pylint: disable=invalid-name
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log = """
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17/02/07 19:15:55 INFO ql.Driver: Total jobs = 2
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 1 out of 2
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 100%, reduce = 0%
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17/02/07 19:15:55 INFO ql.Driver: Launching Job 2 out of 2
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 0%, reduce = 0%
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17/02/07 19:16:09 INFO exec.Task: 2017-02-07 19:16:09,173 Stage-1 map = 40%, reduce = 0%
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""".split(
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"\n"
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)
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self.assertEqual(60, HiveEngineSpec.progress(log))
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def test_hive_error_msg(self):
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msg = (
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'{...} errorMessage="Error while compiling statement: FAILED: '
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"SemanticException [Error 10001]: Line 4"
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":5 Table not found 'fact_ridesfdslakj'\", statusCode=3, "
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"sqlState='42S02', errorCode=10001)){...}"
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)
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self.assertEqual(
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(
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"hive error: Error while compiling statement: FAILED: "
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"SemanticException [Error 10001]: Line 4:5 "
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"Table not found 'fact_ridesfdslakj'"
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),
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HiveEngineSpec.extract_error_message(Exception(msg)),
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)
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e = Exception("Some string that doesn't match the regex")
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self.assertEqual(f"hive error: {e}", HiveEngineSpec.extract_error_message(e))
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msg = (
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"errorCode=10001, "
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'errorMessage="Error while compiling statement"), operationHandle'
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'=None)"'
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)
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self.assertEqual(
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("hive error: Error while compiling statement"),
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HiveEngineSpec.extract_error_message(Exception(msg)),
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)
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def test_hive_get_view_names_return_empty_list(
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self
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): # pylint: disable=invalid-name
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self.assertEqual(
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[], HiveEngineSpec.get_view_names(mock.ANY, mock.ANY, mock.ANY)
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)
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2019-10-30 02:24:48 -04:00
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def test_convert_dttm(self):
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dttm = self.get_dttm()
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self.assertEqual(
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HiveEngineSpec.convert_dttm("DATE", dttm), "CAST('2019-01-02' AS DATE)"
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)
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self.assertEqual(
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HiveEngineSpec.convert_dttm("TIMESTAMP", dttm),
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"CAST('2019-01-02 03:04:05.678900' AS TIMESTAMP)",
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)
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