mgr/diskprediction: merge initial version of disk failure prediction

COPYING

@@ -145,3 +145,8 @@ Files: src/include/timegm.h
   Copyright (C) Copyright Howard Hinnant
   Copyright (C) Copyright 2010-2011 Vicente J. Botet Escriba
   License: Boost Software License, Version 1.0
+
+Files: src/pybind/mgr/diskprediction/predictor/models/*
+Copyright: None
+License: Public domain
+

doc/mgr/index.rst

@@ -29,6 +29,7 @@ sensible.
     Writing plugins <plugins>
     Writing orchestrator plugins <orchestrator_modules>
     Dashboard plugin <dashboard>
+    DiskPrediction plugin <diskprediction>
     Local pool plugin <localpool>
     RESTful plugin <restful>
     Zabbix plugin <zabbix>

qa/tasks/mgr/test_module_selftest.py

@@ -47,6 +47,9 @@ def test_prometheus(self):
     def test_influx(self):
         self._selftest_plugin("influx")
 
+    def test_diskprediction(self):
+        self._selftest_plugin("diskprediction")
+
     def test_telegraf(self):
         self._selftest_plugin("telegraf")
 

src/pybind/mgr/diskprediction/__init__.py

@@ -0,0 +1,2 @@
+from __future__ import absolute_import
+from .module import Module

src/pybind/mgr/diskprediction/agent/__init__.py

@@ -0,0 +1,38 @@
+from __future__ import absolute_import
+
+from ..common import timeout, TimeoutError
+
+
+class BaseAgent(object):
+
+    measurement = ''
+
+    def __init__(self, mgr_module, obj_sender, timeout=30):
+        self.data = []
+        self._client = None
+        self._client = obj_sender
+        self._logger = mgr_module.log
+        self._module_inst = mgr_module
+        self._timeout = timeout
+
+    def run(self):
+        try:
+            self._collect_data()
+            self._run()
+        except TimeoutError:
+            self._logger.error('{} failed to execute {} task'.format(
+                __name__, self.measurement))
+
+    def __nonzero__(self):
+        if not self._module_inst and not self._client:
+            return False
+        else:
+            return True
+
+    @timeout()
+    def _run(self):
+        pass
+
+    @timeout()
+    def _collect_data(self):
+        pass

src/pybind/mgr/diskprediction/agent/metrics/__init__.py

@@ -0,0 +1,61 @@
+from __future__ import absolute_import
+
+from .. import BaseAgent
+from ...common import DP_MGR_STAT_FAILED, DP_MGR_STAT_WARNING, DP_MGR_STAT_OK
+
+AGENT_VERSION = '1.0.0'
+
+
+class MetricsField(object):
+    def __init__(self):
+        self.tags = {}
+        self.fields = {}
+        self.timestamp = None
+
+    def __str__(self):
+        return str({
+            'tags': self.tags,
+            'fields': self.fields,
+            'timestamp': self.timestamp
+        })
+
+
+class MetricsAgent(BaseAgent):
+
+    def log_summary(self, status_info):
+        try:
+            if status_info:
+                measurement = status_info['measurement']
+                success_count = status_info['success_count']
+                failure_count = status_info['failure_count']
+                total_count = success_count + failure_count
+                display_string = \
+                    '%s agent stats in total count: %s, success count: %s, failure count: %s.'
+                self._logger.info(
+                    display_string % (measurement, total_count, success_count, failure_count)
+                )
+        except Exception as e:
+            self._logger.error(str(e))
+
+    def _run(self):
+        collect_data = self.data
+        result = {}
+        if collect_data:
+            status_info = self._client.send_info(collect_data, self.measurement)
+            # show summary info
+            self.log_summary(status_info)
+            # write sub_agent buffer
+            total_count = status_info['success_count'] + status_info['failure_count']
+            if total_count:
+                if status_info['success_count'] == 0:
+                    self._module_inst.status = \
+                        {'status': DP_MGR_STAT_FAILED,
+                         'reason': 'failed to send metrics data to the server'}
+                elif status_info['failure_count'] == 0:
+                    self._module_inst.status = \
+                        {'status': DP_MGR_STAT_OK}
+                else:
+                    self._module_inst.status = \
+                        {'status': DP_MGR_STAT_WARNING,
+                         'reason': 'failed to send partial metrics data to the server'}
+        return result

src/pybind/mgr/diskprediction/agent/metrics/ceph_cluster.py

@@ -0,0 +1,146 @@
+from __future__ import absolute_import
+
+import socket
+
+from . import MetricsAgent, MetricsField
+from ...common.clusterdata import ClusterAPI
+
+
+class CephCluster(MetricsField):
+    """ Ceph cluster structure """
+    measurement = 'ceph_cluster'
+
+    def __init__(self):
+        super(CephCluster, self).__init__()
+        self.tags['cluster_id'] = None
+        self.fields['agenthost'] = None
+        self.tags['agenthost_domain_id'] = None
+        self.fields['cluster_health'] = ''
+        self.fields['num_mon'] = None
+        self.fields['num_mon_quorum'] = None
+        self.fields['num_osd'] = None
+        self.fields['num_osd_up'] = None
+        self.fields['num_osd_in'] = None
+        self.fields['osd_epoch'] = None
+        self.fields['osd_bytes'] = None
+        self.fields['osd_bytes_used'] = None
+        self.fields['osd_bytes_avail'] = None
+        self.fields['num_pool'] = None
+        self.fields['num_pg'] = None
+        self.fields['num_pg_active_clean'] = None
+        self.fields['num_pg_active'] = None
+        self.fields['num_pg_peering'] = None
+        self.fields['num_object'] = None
+        self.fields['num_object_degraded'] = None
+        self.fields['num_object_misplaced'] = None
+        self.fields['num_object_unfound'] = None
+        self.fields['num_bytes'] = None
+        self.fields['num_mds_up'] = None
+        self.fields['num_mds_in'] = None
+        self.fields['num_mds_failed'] = None
+        self.fields['mds_epoch'] = None
+
+
+class CephClusterAgent(MetricsAgent):
+    measurement = 'ceph_cluster'
+
+    def _collect_data(self):
+        # process data and save to 'self.data'
+        obj_api = ClusterAPI(self._module_inst)
+        cluster_id = obj_api.get_cluster_id()
+
+        c_data = CephCluster()
+        cluster_state = obj_api.get_health_status()
+        c_data.tags['cluster_id'] = cluster_id
+        c_data.fields['cluster_health'] = str(cluster_state)
+        c_data.fields['agenthost'] = socket.gethostname()
+        c_data.tags['agenthost_domain_id'] = \
+            '%s_%s' % (cluster_id, c_data.fields['agenthost'])
+        c_data.fields['osd_epoch'] = obj_api.get_osd_epoch()
+        c_data.fields['num_mon'] = len(obj_api.get_mons())
+        c_data.fields['num_mon_quorum'] = \
+            len(obj_api.get_mon_status().get('quorum', []))
+
+        osds = obj_api.get_osds()
+        num_osd_up = 0
+        num_osd_in = 0
+        for osd_data in osds:
+            if osd_data.get('up'):
+                num_osd_up = num_osd_up + 1
+            if osd_data.get('in'):
+                num_osd_in = num_osd_in + 1
+        if osds:
+            c_data.fields['num_osd'] = len(osds)
+        else:
+            c_data.fields['num_osd'] = 0
+        c_data.fields['num_osd_up'] = num_osd_up
+        c_data.fields['num_osd_in'] = num_osd_in
+        c_data.fields['num_pool'] = len(obj_api.get_osd_pools())
+
+        df_stats = obj_api.get_df_stats()
+        total_bytes = df_stats.get('total_bytes', 0)
+        total_used_bytes = df_stats.get('total_used_bytes', 0)
+        total_avail_bytes = df_stats.get('total_avail_bytes', 0)
+        c_data.fields['osd_bytes'] = total_bytes
+        c_data.fields['osd_bytes_used'] = total_used_bytes
+        c_data.fields['osd_bytes_avail'] = total_avail_bytes
+        if total_bytes and total_avail_bytes:
+            c_data.fields['osd_bytes_used_percentage'] = \
+                round(float(total_used_bytes) / float(total_bytes) * 100, 4)
+        else:
+            c_data.fields['osd_bytes_used_percentage'] = 0.0000
+
+        pg_stats = obj_api.get_pg_stats()
+        num_bytes = 0
+        num_object = 0
+        num_object_degraded = 0
+        num_object_misplaced = 0
+        num_object_unfound = 0
+        num_pg_active = 0
+        num_pg_active_clean = 0
+        num_pg_peering = 0
+        for pg_data in pg_stats:
+            num_pg_active = num_pg_active + len(pg_data.get('acting'))
+            if 'active+clean' in pg_data.get('state'):
+                num_pg_active_clean = num_pg_active_clean + 1
+            if 'peering' in pg_data.get('state'):
+                num_pg_peering = num_pg_peering + 1
+
+            stat_sum = pg_data.get('stat_sum', {})
+            num_object = num_object + stat_sum.get('num_objects', 0)
+            num_object_degraded = \
+                num_object_degraded + stat_sum.get('num_objects_degraded', 0)
+            num_object_misplaced = \
+                num_object_misplaced + stat_sum.get('num_objects_misplaced', 0)
+            num_object_unfound = \
+                num_object_unfound + stat_sum.get('num_objects_unfound', 0)
+            num_bytes = num_bytes + stat_sum.get('num_bytes', 0)
+
+        c_data.fields['num_pg'] = len(pg_stats)
+        c_data.fields['num_object'] = num_object
+        c_data.fields['num_object_degraded'] = num_object_degraded
+        c_data.fields['num_object_misplaced'] = num_object_misplaced
+        c_data.fields['num_object_unfound'] = num_object_unfound
+        c_data.fields['num_bytes'] = num_bytes
+        c_data.fields['num_pg_active'] = num_pg_active
+        c_data.fields['num_pg_active_clean'] = num_pg_active_clean
+        c_data.fields['num_pg_peering'] = num_pg_active_clean
+
+        filesystems = obj_api.get_file_systems()
+        num_mds_in = 0
+        num_mds_up = 0
+        num_mds_failed = 0
+        mds_epoch = 0
+        for fs_data in filesystems:
+            num_mds_in = \
+                num_mds_in + len(fs_data.get('mdsmap', {}).get('in', []))
+            num_mds_up = \
+                num_mds_up + len(fs_data.get('mdsmap', {}).get('up', {}))
+            num_mds_failed = \
+                num_mds_failed + len(fs_data.get('mdsmap', {}).get('failed', []))
+            mds_epoch = mds_epoch + fs_data.get('mdsmap', {}).get('epoch', 0)
+        c_data.fields['num_mds_in'] = num_mds_in
+        c_data.fields['num_mds_up'] = num_mds_up
+        c_data.fields['num_mds_failed'] = num_mds_failed
+        c_data.fields['mds_epoch'] = mds_epoch
+        self.data.append(c_data)