# Copyright 2019 Capital One Services, LLC
# Copyright The Cloud Custodian Authors.
# SPDX-License-Identifier: Apache-2.0

from gcp_common import BaseTest, event_data


class MLModelTest(BaseTest):

    def test_models_query(self):
        project_id = "cloud-custodian"

        session_factory = self.replay_flight_data(
            'ml-models-query', project_id)

        policy = self.load_policy(
            {
                'name': 'ml-models-query',
                'resource': 'gcp.ml-model'
            },
            session_factory=session_factory)

        resources = policy.run()
        self.assertEqual(len(resources), 1)

    def test_models_get(self):
        project_id = 'cloud-custodian'
        name = "test_model"

        factory = self.replay_flight_data('ml-model-get', project_id=project_id)
        p = self.load_policy({
            'name': 'ml-model-get',
            'resource': 'gcp.ml-model',
            'mode': {
                'type': 'gcp-audit',
                'methods': ['google.cloud.ml.v1.ModelService.CreateModel']
            }
        }, session_factory=factory)
        exec_mode = p.get_execution_mode()
        event = event_data('ml-model-create.json')
        models = exec_mode.run(event, None)
        self.assertIn(name, models[0]['name'])


class MLJobTest(BaseTest):

    def test_jobs_query(self):
        project_id = 'cloud-custodian'

        session_factory = self.replay_flight_data(
            'ml-jobs-query', project_id)

        policy = self.load_policy(
            {
                'name': 'ml-jobs-query',
                'resource': 'gcp.ml-job'
            },
            session_factory=session_factory)

        resources = policy.run()
        self.assertEqual(len(resources), 1)

    def test_jobs_get(self):
        project_id = 'cloud-custodian'
        name = "test_job"

        factory = self.replay_flight_data('ml-job-get', project_id=project_id)
        p = self.load_policy({
            'name': 'ml-job-get',
            'resource': 'gcp.ml-job',
            'mode': {
                'type': 'gcp-audit',
                'methods': ['google.cloud.ml.v1.JobService.CreateJob']
            }
        }, session_factory=factory)
        exec_mode = p.get_execution_mode()
        event = event_data('ml-job-create.json')
        jobs = exec_mode.run(event, None)
        self.assertIn(name, jobs[0]['jobId'])

# Copyright 2019 Capital One Services, LLC
# Copyright The Cloud Custodian Authors.
# SPDX-License-Identifier: Apache-2.0

from gcp_common import BaseTest, event_data


class MLModelTest(BaseTest):

    def test_models_query(self):
        project_id = "cloud-custodian"

        session_factory = self.replay_flight_data(
            'ml-models-query', project_id)

        policy = self.load_policy(
            {
                'name': 'ml-models-query',
                'resource': 'gcp.ml-model'
            },
            session_factory=session_factory)

        resources = policy.run()
        self.assertEqual(len(resources), 1)

    def test_models_get(self):
        project_id = 'cloud-custodian'
        name = "test_model"

        factory = self.replay_flight_data('ml-model-get', project_id=project_id)
        p = self.load_policy({
            'name': 'ml-model-get',
            'resource': 'gcp.ml-model',
            'mode': {
                'type': 'gcp-audit',
                'methods': ['google.cloud.ml.v1.ModelService.CreateModel']
            }
        }, session_factory=factory)
        exec_mode = p.get_execution_mode()
        event = event_data('ml-model-create.json')
        models = exec_mode.run(event, None)
        self.assertIn(name, models[0]['name'])


class MLJobTest(BaseTest):

    def test_jobs_query(self):
        project_id = 'cloud-custodian'

        session_factory = self.replay_flight_data(
            'ml-jobs-query', project_id)

        policy = self.load_policy(
            {
                'name': 'ml-jobs-query',
                'resource': 'gcp.ml-job'
            },
            session_factory=session_factory)

        resources = policy.run()
        self.assertEqual(len(resources), 1)

    def test_jobs_get(self):
        project_id = 'cloud-custodian'
        name = "test_job"

        factory = self.replay_flight_data('ml-job-get', project_id=project_id)
        p = self.load_policy({
            'name': 'ml-job-get',
            'resource': 'gcp.ml-job',
            'mode': {
                'type': 'gcp-audit',
                'methods': ['google.cloud.ml.v1.JobService.CreateJob']
            }
        }, session_factory=factory)
        exec_mode = p.get_execution_mode()
        event = event_data('ml-job-create.json')
        jobs = exec_mode.run(event, None)
        self.assertIn(name, jobs[0]['jobId'])

# Copyright 2019 Capital One Services, LLC # Copyright The Cloud Custodian Authors. # SPDX-License-Identifier: Apache-2.0