<reponame>mindspore-ai/mindinsight<gh_stars>100-1000
# Copyright 2020 Huawei Technologies Co., Ltd
#
# 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""Test the proposer module."""
import os
from unittest import TestCase
from collections import OrderedDict

from mindinsight.profiler.proposer.proposer_factory import ProposerFactory
from mindinsight.profiler.proposer.compose_proposer import ComposeProposal


class TestPropose(TestCase):
    """Test the class of Proposer."""

    def setUp(self) -> None:
        """Initialization before test case execution."""
        self.profiling_dir = os.path.realpath(os.path.join(os.path.dirname(__file__),
                                                           '../../../utils/resource/profiler'))
        self.device_id = "0"
        self.common_proposal_dict = OrderedDict()
        self.common_proposal_dict["common-profiler_tutorial"] = None
        self.step_trace_proposal_dict = OrderedDict()
        self.step_trace_proposal_dict["step_trace-iter_interval"] = ['0.5']

    def test_propose_compose(self):
        """Test the class of ComposeProposal."""
        proposal_dict = OrderedDict()
        proposal_dict["step_trace-proposer_type_label"] = None
        proposal_dict["step_trace-iter_interval"] = ['0.5']
        proposal_dict.update(self.step_trace_proposal_dict)
        proposal_dict["minddata-proposer_type_label"] = None
        proposal_dict["minddata_device_queue"] = [1, 1, 0, 1]
        proposal_dict["minddata_device_queue_rate"] = {'empty_rate': 100.0, 'empty_warning_threshold': 30}
        proposal_dict["minddata_cpu_utilization"] = [90]
        proposal_dict['minddata_pipeline-proposer_type_label'] = None
        proposal_dict['minddata_pipeline-general'] = ['TFReader_3/TFReader_2']
        proposal_dict['minddata_pipeline-dataset_op'] = ['TFReader_3/TFReader_2']
        proposal_dict["common-proposer_type_label"] = None
        proposal_dict.update(self.common_proposal_dict)
        type_list = ['step_trace', 'minddata', 'minddata_pipeline', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}}
        cp = ComposeProposal(self.profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_compose_exception(self):
        """Test the class of ComposeProposal."""
        profiling_dir = os.path.realpath(os.path.join(os.path.dirname(__file__),
                                                      '../../../utils/resource/'))
        proposal_dict = OrderedDict()
        proposal_dict["common-proposer_type_label"] = None
        proposal_dict.update(self.common_proposal_dict)
        type_list = ['step_trace', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}}
        cp = ComposeProposal(profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_compose_type_label(self):
        """Test the class of ComposeProposal."""
        proposal_dict = OrderedDict()
        proposal_dict["common-proposer_type_label"] = None
        proposal_dict.update(self.common_proposal_dict)
        type_list = ['step_trace', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}, "step_trace-type_label": "test_label"}
        cp = ComposeProposal(self.profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_compose_type_label_flag(self):
        """Test the class of ComposeProposal."""
        proposal_dict = OrderedDict()
        proposal_dict.update(self.common_proposal_dict)

        type_list = ['step_trace', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition},
                   "step_trace-type_label": "test_label",
                   "type_label_flag": False}
        cp = ComposeProposal(self.profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_common(self):
        proposer_type = 'common'
        proposer = ProposerFactory.instance().get_proposer(proposer_type, self.profiling_dir, self.device_id)
        result = proposer.analyze()
        self.assertDictEqual(self.common_proposal_dict, result)

    def test_propose_step_trace(self):
        """Test the class of step trace."""
        proposer_type = 'step_trace'
        proposer = ProposerFactory.instance().get_proposer(proposer_type, self.profiling_dir, self.device_id)
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}}
        result = proposer.analyze(options)
        self.assertDictEqual(self.step_trace_proposal_dict, result)

# Copyright 2020 Huawei Technologies Co., Ltd
#
# 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""Test the proposer module."""
import os
from unittest import TestCase
from collections import OrderedDict

from mindinsight.profiler.proposer.proposer_factory import ProposerFactory
from mindinsight.profiler.proposer.compose_proposer import ComposeProposal


class TestPropose(TestCase):
    """Test the class of Proposer."""

    def setUp(self) -> None:
        """Initialization before test case execution."""
        self.profiling_dir = os.path.realpath(os.path.join(os.path.dirname(__file__),
                                                           '../../../utils/resource/profiler'))
        self.device_id = "0"
        self.common_proposal_dict = OrderedDict()
        self.common_proposal_dict["common-profiler_tutorial"] = None
        self.step_trace_proposal_dict = OrderedDict()
        self.step_trace_proposal_dict["step_trace-iter_interval"] = ['0.5']

    def test_propose_compose(self):
        """Test the class of ComposeProposal."""
        proposal_dict = OrderedDict()
        proposal_dict["step_trace-proposer_type_label"] = None
        proposal_dict["step_trace-iter_interval"] = ['0.5']
        proposal_dict.update(self.step_trace_proposal_dict)
        proposal_dict["minddata-proposer_type_label"] = None
        proposal_dict["minddata_device_queue"] = [1, 1, 0, 1]
        proposal_dict["minddata_device_queue_rate"] = {'empty_rate': 100.0, 'empty_warning_threshold': 30}
        proposal_dict["minddata_cpu_utilization"] = [90]
        proposal_dict['minddata_pipeline-proposer_type_label'] = None
        proposal_dict['minddata_pipeline-general'] = ['TFReader_3/TFReader_2']
        proposal_dict['minddata_pipeline-dataset_op'] = ['TFReader_3/TFReader_2']
        proposal_dict["common-proposer_type_label"] = None
        proposal_dict.update(self.common_proposal_dict)
        type_list = ['step_trace', 'minddata', 'minddata_pipeline', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}}
        cp = ComposeProposal(self.profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_compose_exception(self):
        """Test the class of ComposeProposal."""
        profiling_dir = os.path.realpath(os.path.join(os.path.dirname(__file__),
                                                      '../../../utils/resource/'))
        proposal_dict = OrderedDict()
        proposal_dict["common-proposer_type_label"] = None
        proposal_dict.update(self.common_proposal_dict)
        type_list = ['step_trace', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}}
        cp = ComposeProposal(profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_compose_type_label(self):
        """Test the class of ComposeProposal."""
        proposal_dict = OrderedDict()
        proposal_dict["common-proposer_type_label"] = None
        proposal_dict.update(self.common_proposal_dict)
        type_list = ['step_trace', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}, "step_trace-type_label": "test_label"}
        cp = ComposeProposal(self.profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_compose_type_label_flag(self):
        """Test the class of ComposeProposal."""
        proposal_dict = OrderedDict()
        proposal_dict.update(self.common_proposal_dict)

        type_list = ['step_trace', 'common']
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition},
                   "step_trace-type_label": "test_label",
                   "type_label_flag": False}
        cp = ComposeProposal(self.profiling_dir, self.device_id, type_list)
        result = cp.get_proposal(options=options)
        self.assertDictEqual(proposal_dict, result)

    def test_propose_common(self):
        proposer_type = 'common'
        proposer = ProposerFactory.instance().get_proposer(proposer_type, self.profiling_dir, self.device_id)
        result = proposer.analyze()
        self.assertDictEqual(self.common_proposal_dict, result)

    def test_propose_step_trace(self):
        """Test the class of step trace."""
        proposer_type = 'step_trace'
        proposer = ProposerFactory.instance().get_proposer(proposer_type, self.profiling_dir, self.device_id)
        condition = {"filter_condition": {'mode': "proc",
                                          "proc_name": "iteration_interval",
                                          "step_id": 0}}
        options = {'step_trace': {"iter_interval": condition}}
        result = proposer.analyze(options)
        self.assertDictEqual(self.step_trace_proposal_dict, result)
# Copyright 2020 Huawei Technologies Co., Ltd # # 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 # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ Test the proposer module. Test the class of Proposer. Initialization before test case execution. Test the class of ComposeProposal. Test the class of ComposeProposal. Test the class of ComposeProposal. Test the class of ComposeProposal. Test the class of step trace.