Exemplo n.º 1
0
    def __init__(self, app_id, info_plugin, collect_period=2, retries=10):
        Plugin.__init__(self,
                        app_id,
                        info_plugin,
                        collect_period,
                        retries=retries)
        kubernetes.config.load_kube_config()

        self.enable_monasca = info_plugin['graphic_metrics']
        if self.enable_monasca:
            self.monasca = MonascaConnector()
        self.submission_url = info_plugin['count_jobs_url']
        self.expected_time = int(info_plugin['expected_time'])
        self.number_of_jobs = int(info_plugin['number_of_jobs'])
        self.submission_time = datetime.strptime(
            info_plugin['submission_time'], '%Y-%m-%dT%H:%M:%S.%fGMT')
        self.dimensions = {
            'application_id': self.app_id,
            'service': 'kubejobs'
        }
        self.rds = redis.StrictRedis(host=info_plugin['redis_ip'],
                                     port=info_plugin['redis_port'])
        self.metric_queue = "%s:metrics" % self.app_id
        self.current_job_id = 0
        self.b_v1 = kubernetes.client.BatchV1Api()
Exemplo n.º 2
0
    def __init__(self, app_id, info_plugin, retries=60):
        Plugin.__init__(self,
                        app_id,
                        info_plugin,
                        collect_period=5,
                        retries=retries)

        self.monasca = MonascaConnector()

        self.submission_url = info_plugin['spark_submisson_url']
        self.expected_time = info_plugin['expected_time']

        self.remaining_time = int(self.expected_time)
        self.job_expected_time = int(self.expected_time)

        self.number_of_jobs = int(info_plugin['number_of_jobs'])
        self.current_job_id = 0

        self.dimensions = {
            'application_id': self.app_id,
            'service': 'spark-sahara'
        }

        self.conn = paramiko.SSHClient()
        self.conn.set_missing_host_key_policy(paramiko.AutoAddPolicy())
        self.conn.connect(hostname=api.mesos_cluster_addr,
                          username=api.mesos_username,
                          password=api.mesos_password)

        self.spark_id = self._discover_id_from_spark()
Exemplo n.º 3
0
    def __init__(self,
                 app_id,
                 info_plugin,
                 collect_period=2,
                 retries=10,
                 last_replicas=None):

        Plugin.__init__(self,
                        app_id,
                        info_plugin,
                        collect_period,
                        retries=retries)
        self.validate(info_plugin)
        self.LOG = Log(LOG_NAME, LOG_FILE)
        self.enable_detailed_report = info_plugin['enable_detailed_report']
        self.expected_time = int(info_plugin['expected_time'])
        self.number_of_jobs = int(info_plugin['number_of_jobs'])
        self.submission_time = self.get_submission_time(info_plugin)
        self.dimensions = self.get_dimensions()
        self.rds = self.setup_redis(info_plugin)
        self.metric_queue = "%s:metrics" % self.app_id
        self.current_job_id = 0
        self.job_report = JobReport(info_plugin)
        self.report_flag = True
        self.enable_generate_job_report = False
        self.last_replicas = last_replicas
        self.last_error = 0.0
        self.last_progress = 0.0
        kubernetes.config.load_kube_config(api.k8s_manifest)
        self.b_v1 = kubernetes.client.BatchV1Api()
        self.datasource = self.setup_datasource(info_plugin)
Exemplo n.º 4
0
    def __init__(self, app_id, info_plugin, collect_period=2, retries=60, monasca_conn="monasca"):
        Plugin.__init__(self, app_id, info_plugin,
                        collect_period, retries=retries)
        
        if monasca_conn == "monasca":
            self.monasca = MonascaConnector()
        else:
            self.monasca = monasca_conn
            
        self.submission_url = info_plugin['spark_submisson_url']
        self.expected_time = info_plugin['expected_time']


        self.number_of_jobs = int(info_plugin['number_of_jobs'])
        self.job_expected_time = (float(self.expected_time) 
                                  / float(self.number_of_jobs))

        self.remaining_time = float(self.expected_time)
        self.current_job_id = 0

        self.app_id = app_id
        self.dimensions = {'application_id': self.app_id,
                           'service': 'spark-sahara'}

        self.job_ratio = 1.0 / self.number_of_jobs
        self.first_submission_time = None
Exemplo n.º 5
0
    def __init__(self, app_id, info_plugin, collect_period=2, retries=10):
        Plugin.__init__(self, app_id, info_plugin,
                        collect_period, retries=retries)
        self.enable_visualizer = info_plugin['enable_visualizer']
        self.submission_url = info_plugin['count_jobs_url']
        self.expected_time = int(info_plugin['expected_time'])
        self.number_of_jobs = int(info_plugin['number_of_jobs'])
        self.submission_time = datetime.strptime(info_plugin['submission_time'],
                                                 '%Y-%m-%dT%H:%M:%S.%fGMT')
        self.dimensions = {'application_id': self.app_id,
                           'service': 'kubejobs'}
        self.rds = redis.StrictRedis(host=info_plugin['redis_ip'],
                                     port=info_plugin['redis_port'])
        self.metric_queue = "%s:metrics" % self.app_id
        self.current_job_id = 0
        
        kubernetes.config.load_kube_config()
        self.b_v1 = kubernetes.client.BatchV1Api()

        if self.enable_visualizer:
            datasource_type = info_plugin['datasource_type']
            if datasource_type == "monasca":
                self.datasource = MonascaConnector()
            elif datasource_type == "influxdb":
                influx_url = info_plugin['database_data']['url']
                influx_port = info_plugin['database_data']['port']
                database_name = info_plugin['database_data']['name']
                self.datasource = InfluxConnector(influx_url, influx_port, database_name)
            else:
                print("Unknown datasource type...!")
Exemplo n.º 6
0
 def __init__(self, app_id, info_plugin, keypair, retries=60):
     Plugin.__init__(self, app_id, info_plugin,
                     collect_period=5, retries=retries)
     self.app_id = app_id
     self.host_ip = info_plugin['host_ip']
     self.keypair_path = keypair
     self.host_username = info_plugin['host_username']
     self.log_path = info_plugin['log_path']
     self.dimensions = {'app_id': self.app_id, 'host': self.host_ip}
     self.last_checked = ''
     self.monasca = MonascaConnector()
Exemplo n.º 7
0
    def test_init_empty_plugin(self):
        plugin_1 = Plugin(3)
        plugin_2 = Plugin(3)

        self.assertNotEqual(plugin_1, plugin_2)
        self.assertFalse(plugin_1.running)
        self.assertEqual(plugin_1.dimensions, {})
        self.assertEqual(plugin_1.collect_period, 3)
        self.assertEqual(plugin_1.attempts, 30)
        self.assertEqual(plugin_1.app_id, None)

        self.assertFalse(plugin_2.running)
        self.assertEqual(plugin_2.dimensions, {})
        self.assertEqual(plugin_2.collect_period, 3)
        self.assertEqual(plugin_2.attempts, 30)
        self.assertEqual(plugin_2.app_id, None)
Exemplo n.º 8
0
    def __init__(self, app_id, info_plugin, keypair, retries=60):
        Plugin.__init__(self, app_id, info_plugin, collect_period=5,
                        retries=retries)

        self.app_id = app_id
        self.host_ip = info_plugin['host_ip']
        self.expected_time = info_plugin['expected_time']
        self.log_path = info_plugin['log_path']
        self.keypair_path = keypair
        self.host_username = '******'
        self.dimensions = {"application_id": self.app_id,
                           "host": self.host_ip}

        self.last_checked = ''
        self.start_time = time.time()
        self.monasca = MonascaConnector()
Exemplo n.º 9
0
    def test_stop_plugin(self):
        plugin = Plugin(3)

        plugin.running = True
        plugin.stop()
        self.assertFalse(plugin.running)