Ejemplo n.º 1
0
class Kubernetes(AgentCheck):
    """ Collect metrics and events from kubelet """

    pod_names_by_container = {}

    def __init__(self, name, init_config, agentConfig, instances=None):
        if instances is not None and len(instances) > 1:
            raise Exception('Kubernetes check only supports one configured instance.')

        AgentCheck.__init__(self, name, init_config, agentConfig, instances)

        inst = instances[0] if instances is not None else None
        self.kubeutil = KubeUtil(instance=inst)
        if not self.kubeutil.host:
            raise Exception('Unable to retrieve Docker hostname and host parameter is not set')

    def _perform_kubelet_checks(self, url):
        service_check_base = NAMESPACE + '.kubelet.check'
        is_ok = True
        try:
            r = requests.get(url)
            for line in r.iter_lines():

                # avoid noise; this check is expected to fail since we override the container hostname
                if line.find('hostname') != -1:
                    continue

                matches = re.match('\[(.)\]([^\s]+) (.*)?', line)
                if not matches or len(matches.groups()) < 2:
                    continue

                service_check_name = service_check_base + '.' + matches.group(2)
                status = matches.group(1)
                if status == '+':
                    self.service_check(service_check_name, AgentCheck.OK)
                else:
                    self.service_check(service_check_name, AgentCheck.CRITICAL)
                    is_ok = False

        except Exception as e:
            self.log.warning('kubelet check %s failed: %s' % (url, str(e)))
            self.service_check(service_check_base, AgentCheck.CRITICAL,
                               message='Kubelet check %s failed: %s' % (url, str(e)))

        else:
            if is_ok:
                self.service_check(service_check_base, AgentCheck.OK)
            else:
                self.service_check(service_check_base, AgentCheck.CRITICAL)

    def check(self, instance):

        self.max_depth = instance.get('max_depth', DEFAULT_MAX_DEPTH)
        enabled_gauges = instance.get('enabled_gauges', DEFAULT_ENABLED_GAUGES)
        self.enabled_gauges = ["{0}.{1}".format(NAMESPACE, x) for x in enabled_gauges]
        enabled_rates = instance.get('enabled_rates', DEFAULT_ENABLED_RATES)
        self.enabled_rates = ["{0}.{1}".format(NAMESPACE, x) for x in enabled_rates]

        self.publish_aliases = _is_affirmative(instance.get('publish_aliases', DEFAULT_PUBLISH_ALIASES))
        self.use_histogram = _is_affirmative(instance.get('use_histogram', DEFAULT_USE_HISTOGRAM))
        self.publish_rate = FUNC_MAP[RATE][self.use_histogram]
        self.publish_gauge = FUNC_MAP[GAUGE][self.use_histogram]

        pods_list = self.kubeutil.retrieve_pods_list()

        # kubelet health checks
        self._perform_kubelet_checks(self.kubeutil.kube_health_url)

        # kubelet metrics
        self._update_metrics(instance, pods_list)

        # kubelet events
        if _is_affirmative(instance.get('collect_events', DEFAULT_COLLECT_EVENTS)):
            self._process_events(instance, pods_list)

    def _publish_raw_metrics(self, metric, dat, tags, depth=0):
        if depth >= self.max_depth:
            self.log.warning('Reached max depth on metric=%s' % metric)
            return

        if isinstance(dat, numbers.Number):
            if self.enabled_rates and any([fnmatch(metric, pat) for pat in self.enabled_rates]):
                self.publish_rate(self, metric, float(dat), tags)
            elif self.enabled_gauges and any([fnmatch(metric, pat) for pat in self.enabled_gauges]):
                self.publish_gauge(self, metric, float(dat), tags)

        elif isinstance(dat, dict):
            for k, v in dat.iteritems():
                self._publish_raw_metrics(metric + '.%s' % k.lower(), v, tags, depth + 1)

        elif isinstance(dat, list):
            self._publish_raw_metrics(metric, dat[-1], tags, depth + 1)

    @staticmethod
    def _shorten_name(name):
        # shorten docker image id
        return re.sub('([0-9a-fA-F]{64,})', lambda x: x.group(1)[0:12], name)

    def _get_post_1_2_tags(self, cont_labels, subcontainer, kube_labels):
        tags = []

        pod_name = cont_labels[KubeUtil.POD_NAME_LABEL]
        pod_namespace = cont_labels[KubeUtil.NAMESPACE_LABEL]
        tags.append(u"pod_name:{0}/{1}".format(pod_namespace, pod_name))
        tags.append(u"kube_namespace:{0}".format(pod_namespace))

        kube_labels_key = "{0}/{1}".format(pod_namespace, pod_name)

        pod_labels = kube_labels.get(kube_labels_key)
        if pod_labels:
            tags += list(pod_labels)

        if "-" in pod_name:
            replication_controller = "-".join(pod_name.split("-")[:-1])
            tags.append("kube_replication_controller:%s" % replication_controller)

        if self.publish_aliases and subcontainer.get("aliases"):
            for alias in subcontainer['aliases'][1:]:
                # we don't add the first alias as it will be the container_name
                tags.append('container_alias:%s' % (self._shorten_name(alias)))

        return tags

    def _get_pre_1_2_tags(self, cont_labels, subcontainer, kube_labels):

        tags = []

        pod_name = cont_labels[KubeUtil.POD_NAME_LABEL]
        tags.append(u"pod_name:{0}".format(pod_name))

        pod_labels = kube_labels.get(pod_name)
        if pod_labels:
            tags.extend(list(pod_labels))

        if "-" in pod_name:
            replication_controller = "-".join(pod_name.split("-")[:-1])
            if "/" in replication_controller:
                namespace, replication_controller = replication_controller.split("/", 1)
                tags.append(u"kube_namespace:%s" % namespace)

            tags.append(u"kube_replication_controller:%s" % replication_controller)

        if self.publish_aliases and subcontainer.get("aliases"):
            for alias in subcontainer['aliases'][1:]:
                # we don't add the first alias as it will be the container_name
                tags.append(u"container_alias:%s" % (self._shorten_name(alias)))

        return tags

    def _update_container_metrics(self, instance, subcontainer, kube_labels):
        tags = list(instance.get('tags', []))  # add support for custom tags

        if len(subcontainer.get('aliases', [])) >= 1:
            # The first alias seems to always match the docker container name
            container_name = subcontainer['aliases'][0]
        else:
            # We default to the container id
            container_name = subcontainer['name']

        tags.append('container_name:%s' % container_name)

        try:
            cont_labels = subcontainer['spec']['labels']
        except KeyError:
            self.log.debug("Subcontainer, doesn't have any labels")
            cont_labels = {}

        # Collect pod names, namespaces, rc...
        if KubeUtil.NAMESPACE_LABEL in cont_labels and KubeUtil.POD_NAME_LABEL in cont_labels:
            # Kubernetes >= 1.2
            tags += self._get_post_1_2_tags(cont_labels, subcontainer, kube_labels)

        elif KubeUtil.POD_NAME_LABEL in cont_labels:
            # Kubernetes <= 1.1
            tags += self._get_pre_1_2_tags(cont_labels, subcontainer, kube_labels)

        else:
            # Those are containers that are not part of a pod.
            # They are top aggregate views and don't have the previous metadata.
            tags.append("pod_name:no_pod")

        stats = subcontainer['stats'][-1]  # take the latest
        self._publish_raw_metrics(NAMESPACE, stats, tags)

        if subcontainer.get("spec", {}).get("has_filesystem"):
            fs = stats['filesystem'][-1]
            fs_utilization = float(fs['usage'])/float(fs['capacity'])
            self.publish_gauge(self, NAMESPACE + '.filesystem.usage_pct', fs_utilization, tags)

        if subcontainer.get("spec", {}).get("has_network"):
            net = stats['network']
            self.publish_rate(self, NAMESPACE + '.network_errors',
                              sum(float(net[x]) for x in NET_ERRORS),
                              tags)

        return tags

    def _update_metrics(self, instance, pods_list):
        metrics = self.kubeutil.retrieve_metrics()

        excluded_labels = instance.get('excluded_labels')
        kube_labels = self.kubeutil.extract_kube_labels(pods_list, excluded_keys=excluded_labels)

        if not metrics:
            raise Exception('No metrics retrieved cmd=%s' % self.metrics_cmd)

        # container metrics from Cadvisor
        container_tags = {}
        for subcontainer in metrics:
            c_id = subcontainer.get('id')
            try:
                tags = self._update_container_metrics(instance, subcontainer, kube_labels)
                if c_id:
                    container_tags[c_id] = tags
                # also store tags for aliases
                for alias in subcontainer.get('aliases', []):
                    container_tags[alias] = tags
            except Exception, e:
                self.log.error("Unable to collect metrics for container: {0} ({1}".format(c_id, e))

        # container metrics from kubernetes API: limits and requests
        for pod in pods_list['items']:
            try:
                containers = pod['spec']['containers']
                name2id = {}
                for cs in pod['status'].get('containerStatuses', []):
                    c_id = cs.get('containerID', '').split('//')[-1]
                    name = cs.get('name')
                    if name:
                        name2id[name] = c_id
            except KeyError:
                self.log.debug("Pod %s does not have containers specs, skipping...", pod['metadata'].get('name'))
                continue

            for container in containers:
                c_name = container.get('name')
                _tags = container_tags.get(name2id.get(c_name), [])

                prog = re.compile(r'[-+]?\d+[\.]?\d*')

                # limits
                try:
                    for limit, value_str in container['resources']['limits'].iteritems():
                        values = [float(s) for s in prog.findall(value_str)]
                        if len(values) != 1:
                            self.log.warning("Error parsing limits value string: %s", value_str)
                            continue
                        self.publish_gauge(self, '{}.{}.limits'.format(NAMESPACE, limit), values[0], _tags)
                except (KeyError, AttributeError) as e:
                    self.log.debug("Unable to retrieve container limits for %s: %s", c_name, e)
                    self.log.debug("Container object for {}: {}".format(c_name, container))

                # requests
                try:
                    for request, value_str in container['resources']['requests'].iteritems():
                        values = [float(s) for s in prog.findall(value_str)]
                        if len(values) != 1:
                            self.log.warning("Error parsing requests value string: %s", value_str)
                            continue
                        self.publish_gauge(self, '{}.{}.requests'.format(NAMESPACE, request), values[0], _tags)
                except (KeyError, AttributeError) as e:
                    self.log.error("Unable to retrieve container requests for %s: %s", c_name, e)
                    self.log.debug("Container object for {}: {}".format(c_name, container))

        self._update_pods_metrics(instance, pods_list)
Ejemplo n.º 2
0
class TestKubeutil(unittest.TestCase):
    def setUp(self):
        self.kubeutil = KubeUtil()

    @mock.patch('utils.kubeutil.KubeUtil.retrieve_pods_list',
                side_effect=['foo'])
    @mock.patch('utils.kubeutil.KubeUtil.extract_kube_labels')
    def test_get_kube_labels(self, extract_kube_labels, retrieve_pods_list):
        self.kubeutil.get_kube_labels(excluded_keys='bar')
        retrieve_pods_list.assert_called_once()
        extract_kube_labels.assert_called_once_with('foo', excluded_keys='bar')

    def test_extract_kube_labels(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.extract_kube_labels({}, ['foo'])
        self.assertEqual(len(res), 0)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.extract_kube_labels(pods, ['foo'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 8)
        res = self.kubeutil.extract_kube_labels(pods, ['k8s-app'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 6)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.extract_kube_labels(pods, ['foo'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 3)
        res = self.kubeutil.extract_kube_labels(pods, ['k8s-app'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 3)

    def test_extract_meta(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.extract_meta({}, 'foo')
        self.assertEqual(len(res), 0)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.extract_meta(pods, 'foo')
        self.assertEqual(len(res), 0)
        res = self.kubeutil.extract_meta(pods, 'uid')
        self.assertEqual(len(res), 6)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.extract_meta(pods, 'foo')
        self.assertEqual(len(res), 0)
        res = self.kubeutil.extract_meta(pods, 'uid')
        self.assertEqual(len(res), 4)

    @mock.patch('utils.kubeutil.retrieve_json')
    def test_retrieve_pods_list(self, retrieve_json):
        self.kubeutil.retrieve_pods_list()
        retrieve_json.assert_called_once_with(self.kubeutil.pods_list_url)

    @mock.patch('utils.kubeutil.retrieve_json')
    def test_retrieve_metrics(self, retrieve_json):
        self.kubeutil.retrieve_metrics()
        retrieve_json.assert_called_once_with(self.kubeutil.metrics_url)

    def test_filter_pods_list(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.filter_pods_list({}, 'foo')
        self.assertEqual(len(res.get('items')), 0)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, '10.240.0.9')
        self.assertEqual(len(res.get('items')), 5)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, 'foo')
        self.assertEqual(len(res.get('items')), 0)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, '10.240.0.5')
        self.assertEqual(len(res.get('items')), 1)

        pods = json.loads(
            Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, 'foo')
        self.assertEqual(len(res.get('items')), 0)

    @mock.patch('utils.kubeutil.requests')
    def test_retrieve_json_auth(self, r):
        self.kubeutil.retrieve_json_auth('url', 'foo_tok')
        r.get.assert_called_once_with(
            'url',
            verify=False,
            timeout=10,
            headers={'Authorization': 'Bearer foo_tok'})

        self.kubeutil.CA_CRT_PATH = __file__
        self.kubeutil.retrieve_json_auth('url', 'foo_tok')
        r.get.assert_called_with('url',
                                 verify=__file__,
                                 timeout=10,
                                 headers={'Authorization': 'Bearer foo_tok'})

    def test_get_node_info(self):
        with mock.patch('utils.kubeutil.KubeUtil._fetch_host_data') as f:
            self.kubeutil.get_node_info()
            f.assert_called_once()

            f.reset_mock()

            self.kubeutil._node_ip = 'foo'
            self.kubeutil._node_name = 'bar'
            ip, name = self.kubeutil.get_node_info()
            self.assertEqual(ip, 'foo')
            self.assertEqual(name, 'bar')
            f.assert_not_called()

    def test__fetch_host_data(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        with mock.patch(
                'utils.kubeutil.KubeUtil.retrieve_pods_list') as mock_pods:
            self.kubeutil.host_name = 'dd-agent-1rxlh'
            mock_pods.return_value = json.loads(
                Fixtures.read_file("pods_list_1.2.json", string_escape=False))
            self.kubeutil._fetch_host_data()
            self.assertEqual(self.kubeutil._node_ip, '10.240.0.9')
            self.assertEqual(self.kubeutil._node_name,
                             'kubernetes-massi-minion-k23m')

            self.kubeutil.host_name = 'heapster-v11-l8sh1'
            mock_pods.return_value = json.loads(
                Fixtures.read_file("pods_list_1.1.json", string_escape=False))
            self.kubeutil._fetch_host_data()
            self.assertEqual(self.kubeutil._node_ip, '10.240.0.9')
            self.assertEqual(self.kubeutil._node_name,
                             'gke-cluster-1-8046fdfa-node-ld35')

    def test_get_auth_token(self):
        KubeUtil.AUTH_TOKEN_PATH = '/foo/bar'
        self.assertIsNone(KubeUtil.get_auth_token())
        KubeUtil.AUTH_TOKEN_PATH = Fixtures.file(
            'events.json')  # any file could do the trick
        self.assertIsNotNone(KubeUtil.get_auth_token())

    def test_is_k8s(self):
        os.unsetenv('KUBERNETES_PORT')
        self.assertFalse(Platform.is_k8s())
        os.environ['KUBERNETES_PORT'] = '999'
        self.assertTrue(Platform.is_k8s())

    def test_extract_event_tags(self):
        events = json.loads(
            Fixtures.read_file("events.json", string_escape=False))['items']
        for ev in events:
            tags = KubeUtil().extract_event_tags(ev)
            # there should be 4 tags except for some events where source.host is missing
            self.assertTrue(len(tags) >= 3)

            tag_names = [tag.split(':')[0] for tag in tags]
            self.assertIn('reason', tag_names)
            self.assertIn('namespace', tag_names)
            self.assertIn('object_type', tag_names)
            if len(tags) == 4:
                self.assertIn('node_name', tag_names)
Ejemplo n.º 3
0
class Kubernetes(AgentCheck):
    """ Collect metrics and events from kubelet """

    pod_names_by_container = {}

    def __init__(self, name, init_config, agentConfig, instances=None):
        if instances is not None and len(instances) > 1:
            raise Exception(
                'Kubernetes check only supports one configured instance.')
        AgentCheck.__init__(self, name, init_config, agentConfig, instances)
        self.kubeutil = KubeUtil()
        if not self.kubeutil.host:
            raise Exception(
                'Unable to get default router and host parameter is not set')

    def _perform_kubelet_checks(self, url):
        service_check_base = NAMESPACE + '.kubelet.check'
        is_ok = True
        try:
            r = requests.get(url)
            for line in r.iter_lines():

                # avoid noise; this check is expected to fail since we override the container hostname
                if line.find('hostname') != -1:
                    continue

                matches = re.match('\[(.)\]([^\s]+) (.*)?', line)
                if not matches or len(matches.groups()) < 2:
                    continue

                service_check_name = service_check_base + '.' + matches.group(
                    2)
                status = matches.group(1)
                if status == '+':
                    self.service_check(service_check_name, AgentCheck.OK)
                else:
                    self.service_check(service_check_name, AgentCheck.CRITICAL)
                    is_ok = False

        except Exception as e:
            self.log.warning('kubelet check %s failed: %s' % (url, str(e)))
            self.service_check(service_check_base,
                               AgentCheck.CRITICAL,
                               message='Kubelet check %s failed: %s' %
                               (url, str(e)))

        else:
            if is_ok:
                self.service_check(service_check_base, AgentCheck.OK)
            else:
                self.service_check(service_check_base, AgentCheck.CRITICAL)

    def check(self, instance):

        self.max_depth = instance.get('max_depth', DEFAULT_MAX_DEPTH)
        enabled_gauges = instance.get('enabled_gauges', DEFAULT_ENABLED_GAUGES)
        self.enabled_gauges = [
            "{0}.{1}".format(NAMESPACE, x) for x in enabled_gauges
        ]
        enabled_rates = instance.get('enabled_rates', DEFAULT_ENABLED_RATES)
        self.enabled_rates = [
            "{0}.{1}".format(NAMESPACE, x) for x in enabled_rates
        ]

        self.publish_aliases = _is_affirmative(
            instance.get('publish_aliases', DEFAULT_PUBLISH_ALIASES))
        self.use_histogram = _is_affirmative(
            instance.get('use_histogram', DEFAULT_USE_HISTOGRAM))
        self.publish_rate = FUNC_MAP[RATE][self.use_histogram]
        self.publish_gauge = FUNC_MAP[GAUGE][self.use_histogram]

        # kubelet health checks
        self._perform_kubelet_checks(self.kubeutil.kube_health_url)

        # kubelet metrics
        self._update_metrics(instance)

    def _publish_raw_metrics(self, metric, dat, tags, depth=0):
        if depth >= self.max_depth:
            self.log.warning('Reached max depth on metric=%s' % metric)
            return

        if isinstance(dat, numbers.Number):
            if self.enabled_rates and any(
                [fnmatch(metric, pat) for pat in self.enabled_rates]):
                self.publish_rate(self, metric, float(dat), tags)
            elif self.enabled_gauges and any(
                [fnmatch(metric, pat) for pat in self.enabled_gauges]):
                self.publish_gauge(self, metric, float(dat), tags)

        elif isinstance(dat, dict):
            for k, v in dat.iteritems():
                self._publish_raw_metrics(metric + '.%s' % k.lower(), v, tags,
                                          depth + 1)

        elif isinstance(dat, list):
            self._publish_raw_metrics(metric, dat[-1], tags, depth + 1)

    @staticmethod
    def _shorten_name(name):
        # shorten docker image id
        return re.sub('([0-9a-fA-F]{64,})', lambda x: x.group(1)[0:12], name)

    def _get_post_1_2_tags(self, cont_labels, subcontainer, kube_labels):
        tags = []

        pod_name = cont_labels[KubeUtil.POD_NAME_LABEL]
        pod_namespace = cont_labels[KubeUtil.NAMESPACE_LABEL]
        tags.append(u"pod_name:{0}/{1}".format(pod_namespace, pod_name))
        tags.append(u"kube_namespace:{0}".format(pod_namespace))

        kube_labels_key = "{0}/{1}".format(pod_namespace, pod_name)

        pod_labels = kube_labels.get(kube_labels_key)
        if pod_labels:
            tags += list(pod_labels)

        if "-" in pod_name:
            replication_controller = "-".join(pod_name.split("-")[:-1])
            tags.append("kube_replication_controller:%s" %
                        replication_controller)

        if self.publish_aliases and subcontainer.get("aliases"):
            for alias in subcontainer['aliases'][1:]:
                # we don't add the first alias as it will be the container_name
                tags.append('container_alias:%s' % (self._shorten_name(alias)))

        return tags

    def _get_pre_1_2_tags(self, cont_labels, subcontainer, kube_labels):

        tags = []

        pod_name = cont_labels[KubeUtil.POD_NAME_LABEL]
        tags.append(u"pod_name:{0}".format(pod_name))

        pod_labels = kube_labels.get(pod_name)
        if pod_labels:
            tags.extend(list(pod_labels))

        if "-" in pod_name:
            replication_controller = "-".join(pod_name.split("-")[:-1])
            if "/" in replication_controller:
                namespace, replication_controller = replication_controller.split(
                    "/", 1)
                tags.append(u"kube_namespace:%s" % namespace)

            tags.append(u"kube_replication_controller:%s" %
                        replication_controller)

        if self.publish_aliases and subcontainer.get("aliases"):
            for alias in subcontainer['aliases'][1:]:
                # we don't add the first alias as it will be the container_name
                tags.append(u"container_alias:%s" %
                            (self._shorten_name(alias)))

        return tags

    def _update_container_metrics(self, instance, subcontainer, kube_labels):
        tags = list(instance.get('tags', []))  # add support for custom tags

        if len(subcontainer.get('aliases', [])) >= 1:
            # The first alias seems to always match the docker container name
            container_name = subcontainer['aliases'][0]
        else:
            # We default to the container id
            container_name = subcontainer['name']

        tags.append('container_name:%s' % container_name)

        try:
            cont_labels = subcontainer['spec']['labels']
        except KeyError:
            self.log.debug("Subcontainer, doesn't have any labels")
            cont_labels = {}

        # Collect pod names, namespaces, rc...
        if KubeUtil.NAMESPACE_LABEL in cont_labels and KubeUtil.POD_NAME_LABEL in cont_labels:
            # Kubernetes >= 1.2
            tags += self._get_post_1_2_tags(cont_labels, subcontainer,
                                            kube_labels)

        elif KubeUtil.POD_NAME_LABEL in cont_labels:
            # Kubernetes <= 1.1
            tags += self._get_pre_1_2_tags(cont_labels, subcontainer,
                                           kube_labels)

        else:
            # Those are containers that are not part of a pod.
            # They are top aggregate views and don't have the previous metadata.
            tags.append("pod_name:no_pod")

        stats = subcontainer['stats'][-1]  # take the latest
        self._publish_raw_metrics(NAMESPACE, stats, tags)

        if subcontainer.get("spec", {}).get("has_filesystem"):
            fs = stats['filesystem'][-1]
            fs_utilization = float(fs['usage']) / float(fs['capacity'])
            self.publish_gauge(self, NAMESPACE + '.filesystem.usage_pct',
                               fs_utilization, tags)

        if subcontainer.get("spec", {}).get("has_network"):
            net = stats['network']
            self.publish_rate(self, NAMESPACE + '.network_errors',
                              sum(float(net[x]) for x in NET_ERRORS), tags)

    def _retrieve_metrics(self, url):
        return retrieve_json(url)

    def _update_metrics(self, instance):
        pods_list = self.kubeutil.retrieve_pods_list()
        metrics = self._retrieve_metrics(self.kubeutil.metrics_url)

        excluded_labels = instance.get('excluded_labels')
        kube_labels = self.kubeutil.extract_kube_labels(
            pods_list, excluded_keys=excluded_labels)

        if not metrics:
            raise Exception('No metrics retrieved cmd=%s' % self.metrics_cmd)

        for subcontainer in metrics:
            try:
                self._update_container_metrics(instance, subcontainer,
                                               kube_labels)
            except Exception as e:
                self.log.error(
                    "Unable to collect metrics for container: {0} ({1}".format(
                        subcontainer.get('name'), e))

        self._update_pods_metrics(instance, pods_list)

    def _update_pods_metrics(self, instance, pods):
        supported_kinds = [
            "DaemonSet",
            "Deployment",
            "Job",
            "ReplicationController",
            "ReplicaSet",
        ]

        controllers_map = defaultdict(int)
        for pod in pods['items']:
            try:
                created_by = json.loads(
                    pod['metadata']['annotations']['kubernetes.io/created-by'])
                kind = created_by['reference']['kind']
                if kind in supported_kinds:
                    controllers_map[created_by['reference']['name']] += 1
            except KeyError:
                continue

        tags = instance.get('tags', [])
        for ctrl, pod_count in controllers_map.iteritems():
            _tags = tags[:]  # copy base tags
            _tags.append('kube_replication_controller:{0}'.format(ctrl))
            self.publish_gauge(self, NAMESPACE + '.pods.running', pod_count,
                               _tags)
Ejemplo n.º 4
0
class TestKubeutil(unittest.TestCase):
    def setUp(self):
        self.kubeutil = KubeUtil()

    @mock.patch("utils.kubeutil.KubeUtil.retrieve_pods_list", side_effect=["foo"])
    @mock.patch("utils.kubeutil.KubeUtil.extract_kube_labels")
    def test_get_kube_labels(self, extract_kube_labels, retrieve_pods_list):
        self.kubeutil.get_kube_labels(excluded_keys="bar")
        retrieve_pods_list.assert_called_once()
        extract_kube_labels.assert_called_once_with("foo", excluded_keys="bar")

    def test_extract_kube_labels(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.extract_kube_labels({}, ["foo"])
        self.assertEqual(len(res), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.extract_kube_labels(pods, ["foo"])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 8)
        res = self.kubeutil.extract_kube_labels(pods, ["k8s-app"])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 6)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.extract_kube_labels(pods, ["foo"])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 3)
        res = self.kubeutil.extract_kube_labels(pods, ["k8s-app"])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 3)

    def test_extract_meta(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.extract_meta({}, "foo")
        self.assertEqual(len(res), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.extract_meta(pods, "foo")
        self.assertEqual(len(res), 0)
        res = self.kubeutil.extract_meta(pods, "uid")
        self.assertEqual(len(res), 6)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.extract_meta(pods, "foo")
        self.assertEqual(len(res), 0)
        res = self.kubeutil.extract_meta(pods, "uid")
        self.assertEqual(len(res), 4)

    @mock.patch("utils.kubeutil.retrieve_json")
    def test_retrieve_pods_list(self, retrieve_json):
        self.kubeutil.retrieve_pods_list()
        retrieve_json.assert_called_once_with(self.kubeutil.pods_list_url)

    @mock.patch("utils.kubeutil.retrieve_json")
    def test_retrieve_metrics(self, retrieve_json):
        self.kubeutil.retrieve_metrics()
        retrieve_json.assert_called_once_with(self.kubeutil.metrics_url)

    def test_filter_pods_list(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.filter_pods_list({}, "foo")
        self.assertEqual(len(res.get("items")), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, "10.240.0.9")
        self.assertEqual(len(res.get("items")), 5)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, "foo")
        self.assertEqual(len(res.get("items")), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, "10.240.0.5")
        self.assertEqual(len(res.get("items")), 1)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, "foo")
        self.assertEqual(len(res.get("items")), 0)

    @mock.patch("utils.kubeutil.requests")
    def test_retrieve_json_auth(self, r):
        self.kubeutil.retrieve_json_auth("url", "foo_tok")
        r.get.assert_called_once_with("url", verify=False, timeout=10, headers={"Authorization": "Bearer foo_tok"})

        self.kubeutil.CA_CRT_PATH = __file__
        self.kubeutil.retrieve_json_auth("url", "foo_tok")
        r.get.assert_called_with("url", verify=__file__, timeout=10, headers={"Authorization": "Bearer foo_tok"})

    def test_get_node_info(self):
        with mock.patch("utils.kubeutil.KubeUtil._fetch_host_data") as f:
            self.kubeutil.get_node_info()
            f.assert_called_once()

            f.reset_mock()

            self.kubeutil._node_ip = "foo"
            self.kubeutil._node_name = "bar"
            ip, name = self.kubeutil.get_node_info()
            self.assertEqual(ip, "foo")
            self.assertEqual(name, "bar")
            f.assert_not_called()

    def test__fetch_host_data(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        with mock.patch("utils.kubeutil.KubeUtil.retrieve_pods_list") as mock_pods:
            self.kubeutil.host_name = "dd-agent-1rxlh"
            mock_pods.return_value = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
            self.kubeutil._fetch_host_data()
            self.assertEqual(self.kubeutil._node_ip, "10.240.0.9")
            self.assertEqual(self.kubeutil._node_name, "kubernetes-massi-minion-k23m")

            self.kubeutil.host_name = "heapster-v11-l8sh1"
            mock_pods.return_value = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
            self.kubeutil._fetch_host_data()
            self.assertEqual(self.kubeutil._node_ip, "10.240.0.9")
            self.assertEqual(self.kubeutil._node_name, "gke-cluster-1-8046fdfa-node-ld35")

    def test_get_auth_token(self):
        KubeUtil.AUTH_TOKEN_PATH = "/foo/bar"
        self.assertIsNone(KubeUtil.get_auth_token())
        KubeUtil.AUTH_TOKEN_PATH = Fixtures.file("events.json")  # any file could do the trick
        self.assertIsNotNone(KubeUtil.get_auth_token())

    def test_is_k8s(self):
        os.unsetenv("KUBERNETES_PORT")
        self.assertFalse(is_k8s())
        os.environ["KUBERNETES_PORT"] = "999"
        self.assertTrue(is_k8s())
Ejemplo n.º 5
0
class TestKubeutil(unittest.TestCase):
    def setUp(self):
        self.kubeutil = KubeUtil()

    @mock.patch('utils.kubeutil.KubeUtil.retrieve_pods_list', side_effect=['foo'])
    @mock.patch('utils.kubeutil.KubeUtil.extract_kube_labels')
    def test_get_kube_labels(self, extract_kube_labels, retrieve_pods_list):
        self.kubeutil.get_kube_labels(excluded_keys='bar')
        retrieve_pods_list.assert_called_once()
        extract_kube_labels.assert_called_once_with('foo', excluded_keys='bar')

    def test_extract_kube_labels(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.extract_kube_labels({}, ['foo'])
        self.assertEqual(len(res), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.extract_kube_labels(pods, ['foo'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 8)
        res = self.kubeutil.extract_kube_labels(pods, ['k8s-app'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 6)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.extract_kube_labels(pods, ['foo'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 3)
        res = self.kubeutil.extract_kube_labels(pods, ['k8s-app'])
        labels = set(inn for out in res.values() for inn in out)
        self.assertEqual(len(labels), 3)

    def test_extract_meta(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.extract_meta({}, 'foo')
        self.assertEqual(len(res), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.extract_meta(pods, 'foo')
        self.assertEqual(len(res), 0)
        res = self.kubeutil.extract_meta(pods, 'uid')
        self.assertEqual(len(res), 6)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.extract_meta(pods, 'foo')
        self.assertEqual(len(res), 0)
        res = self.kubeutil.extract_meta(pods, 'uid')
        self.assertEqual(len(res), 4)

    @mock.patch('utils.kubeutil.retrieve_json')
    def test_retrieve_pods_list(self, retrieve_json):
        self.kubeutil.retrieve_pods_list()
        retrieve_json.assert_called_once_with(self.kubeutil.pods_list_url)

    @mock.patch('utils.kubeutil.retrieve_json')
    def test_retrieve_metrics(self, retrieve_json):
        self.kubeutil.retrieve_metrics()
        retrieve_json.assert_called_once_with(self.kubeutil.metrics_url)

    def test_filter_pods_list(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        res = self.kubeutil.filter_pods_list({}, 'foo')
        self.assertEqual(len(res.get('items')), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, '10.240.0.9')
        self.assertEqual(len(res.get('items')), 5)

        pods = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, 'foo')
        self.assertEqual(len(res.get('items')), 0)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, '10.240.0.5')
        self.assertEqual(len(res.get('items')), 1)

        pods = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
        res = self.kubeutil.filter_pods_list(pods, 'foo')
        self.assertEqual(len(res.get('items')), 0)

    @mock.patch('utils.kubeutil.requests')
    def test_retrieve_json_auth(self, r):
        self.kubeutil.retrieve_json_auth('url', 'foo_tok')
        r.get.assert_called_once_with('url', verify=False, timeout=10, headers={'Authorization': 'Bearer foo_tok'})

        self.kubeutil.CA_CRT_PATH = __file__
        self.kubeutil.retrieve_json_auth('url', 'foo_tok')
        r.get.assert_called_with('url', verify=__file__, timeout=10, headers={'Authorization': 'Bearer foo_tok'})

    def test_get_node_info(self):
        with mock.patch('utils.kubeutil.KubeUtil._fetch_host_data') as f:
            self.kubeutil.get_node_info()
            f.assert_called_once()

            f.reset_mock()

            self.kubeutil._node_ip = 'foo'
            self.kubeutil._node_name = 'bar'
            ip, name = self.kubeutil.get_node_info()
            self.assertEqual(ip, 'foo')
            self.assertEqual(name, 'bar')
            f.assert_not_called()

    def test__fetch_host_data(self):
        """
        Test with both 1.1 and 1.2 version payloads
        """
        with mock.patch('utils.kubeutil.KubeUtil.retrieve_pods_list') as mock_pods:
            self.kubeutil.host_name = 'dd-agent-1rxlh'
            mock_pods.return_value = json.loads(Fixtures.read_file("pods_list_1.2.json", string_escape=False))
            self.kubeutil._fetch_host_data()
            self.assertEqual(self.kubeutil._node_ip, '10.240.0.9')
            self.assertEqual(self.kubeutil._node_name, 'kubernetes-massi-minion-k23m')

            self.kubeutil.host_name = 'heapster-v11-l8sh1'
            mock_pods.return_value = json.loads(Fixtures.read_file("pods_list_1.1.json", string_escape=False))
            self.kubeutil._fetch_host_data()
            self.assertEqual(self.kubeutil._node_ip, '10.240.0.9')
            self.assertEqual(self.kubeutil._node_name, 'gke-cluster-1-8046fdfa-node-ld35')

    def test_get_auth_token(self):
        KubeUtil.AUTH_TOKEN_PATH = '/foo/bar'
        self.assertIsNone(KubeUtil.get_auth_token())
        KubeUtil.AUTH_TOKEN_PATH = Fixtures.file('events.json')  # any file could do the trick
        self.assertIsNotNone(KubeUtil.get_auth_token())

    def test_is_k8s(self):
        os.unsetenv('KUBERNETES_PORT')
        self.assertFalse(Platform.is_k8s())
        os.environ['KUBERNETES_PORT'] = '999'
        self.assertTrue(Platform.is_k8s())
Ejemplo n.º 6
0
class Kubernetes(AgentCheck):
    """ Collect metrics and events from kubelet """

    pod_names_by_container = {}

    def __init__(self, name, init_config, agentConfig, instances=None):
        if instances is not None and len(instances) > 1:
            raise Exception('Kubernetes check only supports one configured instance.')
        AgentCheck.__init__(self, name, init_config, agentConfig, instances)
        self.kubeutil = KubeUtil()
        if not self.kubeutil.host:
            raise Exception('Unable to get default router and host parameter is not set')

    def _perform_kubelet_checks(self, url):
        service_check_base = NAMESPACE + '.kubelet.check'
        is_ok = True
        try:
            r = requests.get(url)
            for line in r.iter_lines():

                # avoid noise; this check is expected to fail since we override the container hostname
                if line.find('hostname') != -1:
                    continue

                matches = re.match('\[(.)\]([^\s]+) (.*)?', line)
                if not matches or len(matches.groups()) < 2:
                    continue

                service_check_name = service_check_base + '.' + matches.group(2)
                status = matches.group(1)
                if status == '+':
                    self.service_check(service_check_name, AgentCheck.OK)
                else:
                    self.service_check(service_check_name, AgentCheck.CRITICAL)
                    is_ok = False

        except Exception as e:
            self.log.warning('kubelet check failed: %s' % str(e))
            self.service_check(service_check_base, AgentCheck.CRITICAL,
                               message='Kubelet check failed: %s' % str(e))

        else:
            if is_ok:
                self.service_check(service_check_base, AgentCheck.OK)
            else:
                self.service_check(service_check_base, AgentCheck.CRITICAL)

    def check(self, instance):

        self.max_depth = instance.get('max_depth', DEFAULT_MAX_DEPTH)
        enabled_gauges = instance.get('enabled_gauges', DEFAULT_ENABLED_GAUGES)
        self.enabled_gauges = ["{0}.{1}".format(NAMESPACE, x) for x in enabled_gauges]
        enabled_rates = instance.get('enabled_rates', DEFAULT_ENABLED_RATES)
        self.enabled_rates = ["{0}.{1}".format(NAMESPACE, x) for x in enabled_rates]

        self.publish_aliases = _is_affirmative(instance.get('publish_aliases', DEFAULT_PUBLISH_ALIASES))
        self.use_histogram = _is_affirmative(instance.get('use_histogram', DEFAULT_USE_HISTOGRAM))
        self.publish_rate = FUNC_MAP[RATE][self.use_histogram]
        self.publish_gauge = FUNC_MAP[GAUGE][self.use_histogram]

        # kubelet health checks
        self._perform_kubelet_checks(self.kubeutil.kube_health_url)

        # kubelet metrics
        self._update_metrics(instance)

    def _publish_raw_metrics(self, metric, dat, tags, depth=0):
        if depth >= self.max_depth:
            self.log.warning('Reached max depth on metric=%s' % metric)
            return

        if isinstance(dat, numbers.Number):
            if self.enabled_rates and any([fnmatch(metric, pat) for pat in self.enabled_rates]):
                self.publish_rate(self, metric, float(dat), tags)
            elif self.enabled_gauges and any([fnmatch(metric, pat) for pat in self.enabled_gauges]):
                self.publish_gauge(self, metric, float(dat), tags)

        elif isinstance(dat, dict):
            for k, v in dat.iteritems():
                self._publish_raw_metrics(metric + '.%s' % k.lower(), v, tags, depth + 1)

        elif isinstance(dat, list):
            self._publish_raw_metrics(metric, dat[-1], tags, depth + 1)

    @staticmethod
    def _shorten_name(name):
        # shorten docker image id
        return re.sub('([0-9a-fA-F]{64,})', lambda x: x.group(1)[0:12], name)

    def _get_post_1_2_tags(self, cont_labels, subcontainer, kube_labels):
        tags = []

        pod_name = cont_labels[KubeUtil.POD_NAME_LABEL]
        pod_namespace = cont_labels[KubeUtil.NAMESPACE_LABEL]
        tags.append(u"pod_name:{0}/{1}".format(pod_namespace, pod_name))
        tags.append(u"kube_namespace:{0}".format(pod_namespace))

        kube_labels_key = "{0}/{1}".format(pod_namespace, pod_name)

        pod_labels = kube_labels.get(kube_labels_key)
        if pod_labels:
            tags += list(pod_labels)

        if "-" in pod_name:
            replication_controller = "-".join(pod_name.split("-")[:-1])
            tags.append("kube_replication_controller:%s" % replication_controller)

        if self.publish_aliases and subcontainer.get("aliases"):
            for alias in subcontainer['aliases'][1:]:
                # we don't add the first alias as it will be the container_name
                tags.append('container_alias:%s' % (self._shorten_name(alias)))

        return tags

    def _get_pre_1_2_tags(self, cont_labels, subcontainer, kube_labels):

        tags = []

        pod_name = cont_labels[KubeUtil.POD_NAME_LABEL]
        tags.append(u"pod_name:{0}".format(pod_name))

        pod_labels = kube_labels.get(pod_name)
        if pod_labels:
            tags.extend(list(pod_labels))

        if "-" in pod_name:
            replication_controller = "-".join(pod_name.split("-")[:-1])
            if "/" in replication_controller:
                namespace, replication_controller = replication_controller.split("/", 1)
                tags.append(u"kube_namespace:%s" % namespace)

            tags.append(u"kube_replication_controller:%s" % replication_controller)

        if self.publish_aliases and subcontainer.get("aliases"):
            for alias in subcontainer['aliases'][1:]:
                # we don't add the first alias as it will be the container_name
                tags.append(u"container_alias:%s" % (self._shorten_name(alias)))

        return tags


    def _update_container_metrics(self, instance, subcontainer, kube_labels):
        tags = list(instance.get('tags', []))  # add support for custom tags

        if len(subcontainer.get('aliases', [])) >= 1:
            # The first alias seems to always match the docker container name
            container_name = subcontainer['aliases'][0]
        else:
            # We default to the container id
            container_name = subcontainer['name']

        tags.append('container_name:%s' % container_name)

        try:
            cont_labels = subcontainer['spec']['labels']
        except KeyError:
            self.log.debug("Subcontainer, doesn't have any labels")
            cont_labels = {}

        # Collect pod names, namespaces, rc...
        if KubeUtil.NAMESPACE_LABEL in cont_labels and KubeUtil.POD_NAME_LABEL in cont_labels:
            # Kubernetes >= 1.2
            tags += self._get_post_1_2_tags(cont_labels, subcontainer, kube_labels)

        elif KubeUtil.POD_NAME_LABEL in cont_labels:
            # Kubernetes <= 1.1
            tags += self._get_pre_1_2_tags(cont_labels, subcontainer, kube_labels)

        else:
            # Those are containers that are not part of a pod.
            # They are top aggregate views and don't have the previous metadata.
            tags.append("pod_name:no_pod")


        stats = subcontainer['stats'][-1]  # take the latest
        self._publish_raw_metrics(NAMESPACE, stats, tags)

        if subcontainer.get("spec", {}).get("has_filesystem"):
            fs = stats['filesystem'][-1]
            fs_utilization = float(fs['usage'])/float(fs['capacity'])
            self.publish_gauge(self, NAMESPACE + '.filesystem.usage_pct', fs_utilization, tags)

        if subcontainer.get("spec", {}).get("has_network"):
            net = stats['network']
            self.publish_rate(self, NAMESPACE + '.network_errors',
                              sum(float(net[x]) for x in NET_ERRORS),
                              tags)

    def _retrieve_metrics(self, url):
        return retrieve_json(url)

    def _update_metrics(self, instance):
        pods_list = self.kubeutil.retrieve_pods_list()
        metrics = self._retrieve_metrics(self.kubeutil.metrics_url)

        excluded_labels = instance.get('excluded_labels')
        kube_labels = self.kubeutil.extract_kube_labels(pods_list, excluded_keys=excluded_labels)

        if not metrics:
            raise Exception('No metrics retrieved cmd=%s' % self.metrics_cmd)

        for subcontainer in metrics:
            try:
                self._update_container_metrics(instance, subcontainer, kube_labels)
            except Exception as e:
                self.log.error("Unable to collect metrics for container: {0} ({1}".format(
                    subcontainer.get('name'), e))

        self._update_pods_metrics(instance, pods_list)

    def _update_pods_metrics(self, instance, pods):
        supported_kinds = [
            "DaemonSet",
            "Deployment",
            "Job",
            "ReplicationController",
            "ReplicaSet",
        ]

        controllers_map = defaultdict(int)
        for pod in pods['items']:
            try:
                created_by = json.loads(pod['metadata']['annotations']['kubernetes.io/created-by'])
                kind = created_by['reference']['kind']
                if kind in supported_kinds:
                    controllers_map[created_by['reference']['name']] += 1
            except KeyError:
                continue

        tags = instance.get('tags', [])
        for ctrl, pod_count in controllers_map.iteritems():
            _tags = tags[:]  # copy base tags
            _tags.append('kube_replication_controller:{0}'.format(ctrl))
            self.publish_gauge(self, NAMESPACE + '.pods.running', pod_count, _tags)