From aff37d64a548a0b304ff5e141fd701348eb526be Mon Sep 17 00:00:00 2001 From: FlorianVeaux Date: Mon, 3 Feb 2020 14:43:35 -0500 Subject: [PATCH] vSphere new implementation (#5251) * Initial commit (with following squashed) Clean up config options Add dependency Re-implement excluded_host_tags work Fix tests Fetch remaining metrics Clean-up Fix dependencies fix style [review] max_query_metrics exception [review] Document self._conn.content type [review] Address minor comments * Update copyright headers * fix style * Submit number of each ressources * Address review * Move config into a separate class * Add collection_type: both * Add empty_default_hostname: true * Update metadata.csv * Sort metadata.csv * Add debug metrics to metadata * Use PROTOCOL_TLS_CLIENT if possible * Add reference metric * Use native type everywhere * Fully separate parralel logic from the rest * Add comment about per-instance collection level * Make config methods private * Reduce log verbosity * Add an extra test * address * Update vsphere/datadog_checks/vsphere/api.py * Keep commit history * Revert legacy changes --- .../base/data/agent_requirements.in | 1 + vsphere/datadog_checks/vsphere/__init__.py | 5 +- vsphere/datadog_checks/vsphere/api.py | 176 + vsphere/datadog_checks/vsphere/cache.py | 90 + vsphere/datadog_checks/vsphere/config.py | 164 + vsphere/datadog_checks/vsphere/constants.py | 50 + .../vsphere/data/conf.yaml.example | 280 +- .../datadog_checks/vsphere/legacy/__init__.py | 3 + .../vsphere/{ => legacy}/cache_config.py | 0 .../vsphere/{ => legacy}/common.py | 0 .../vsphere/{ => legacy}/errors.py | 0 .../vsphere/{ => legacy}/event.py | 0 .../vsphere/{ => legacy}/metadata_cache.py | 0 .../vsphere/{ => legacy}/mor_cache.py | 2 +- .../vsphere/{ => legacy}/objects_queue.py | 0 .../{vsphere.py => legacy/vsphere_legacy.py} | 10 +- vsphere/datadog_checks/vsphere/metrics.py | 633 + vsphere/datadog_checks/vsphere/utils.py | 136 + vsphere/datadog_checks/vsphere/vsphere_new.py | 460 + vsphere/metadata.csv | 382 +- vsphere/requirements.in | 1 + vsphere/tests/__init__.py | 3 + vsphere/tests/common.py | 6 + vsphere/tests/conftest.py | 79 +- vsphere/tests/fixtures/counters.json | 3416 ++ vsphere/tests/fixtures/host_tags_values.json | 378 + .../tests/fixtures/metrics_historical.json | 3501 ++ .../fixtures/metrics_historical_values.json | 1581 + vsphere/tests/fixtures/metrics_realtime.json | 27874 ++++++++++++++++ .../fixtures/metrics_realtime_values.json | 17439 ++++++++++ vsphere/tests/fixtures/topology.json | 327 + vsphere/tests/legacy/__init__.py | 3 + vsphere/tests/legacy/conftest.py | 47 + .../fixtures/vsphere_topology.json | 0 .../tests/{ => legacy}/test_cache_config.py | 2 +- .../tests/{ => legacy}/test_metadata_cache.py | 2 +- vsphere/tests/{ => legacy}/test_mor_cache.py | 2 +- .../tests/{ => legacy}/test_objects_queue.py | 2 +- vsphere/tests/{ => legacy}/test_vsphere.py | 97 +- vsphere/tests/{ => legacy}/utils.py | 0 vsphere/tests/mocked_api.py | 96 + vsphere/tests/test_api.py | 101 + vsphere/tests/test_cache.py | 82 + vsphere/tests/test_check.py | 83 + vsphere/tests/test_filters.py | 109 + 45 files changed, 57318 insertions(+), 305 deletions(-) create mode 100644 vsphere/datadog_checks/vsphere/api.py create mode 100644 vsphere/datadog_checks/vsphere/cache.py create mode 100644 vsphere/datadog_checks/vsphere/config.py create mode 100644 vsphere/datadog_checks/vsphere/constants.py create mode 100644 vsphere/datadog_checks/vsphere/legacy/__init__.py rename vsphere/datadog_checks/vsphere/{ => legacy}/cache_config.py (100%) rename vsphere/datadog_checks/vsphere/{ => legacy}/common.py (100%) rename vsphere/datadog_checks/vsphere/{ => legacy}/errors.py (100%) rename vsphere/datadog_checks/vsphere/{ => legacy}/event.py (100%) rename vsphere/datadog_checks/vsphere/{ => legacy}/metadata_cache.py (100%) rename vsphere/datadog_checks/vsphere/{ => legacy}/mor_cache.py (99%) rename vsphere/datadog_checks/vsphere/{ => legacy}/objects_queue.py (100%) rename vsphere/datadog_checks/vsphere/{vsphere.py => legacy/vsphere_legacy.py} (99%) create mode 100644 vsphere/datadog_checks/vsphere/metrics.py create mode 100644 vsphere/datadog_checks/vsphere/utils.py create mode 100644 vsphere/datadog_checks/vsphere/vsphere_new.py create mode 100644 vsphere/tests/common.py create mode 100644 vsphere/tests/fixtures/counters.json create mode 100644 vsphere/tests/fixtures/host_tags_values.json create mode 100644 vsphere/tests/fixtures/metrics_historical.json create mode 100644 vsphere/tests/fixtures/metrics_historical_values.json create mode 100644 vsphere/tests/fixtures/metrics_realtime.json create mode 100644 vsphere/tests/fixtures/metrics_realtime_values.json create mode 100644 vsphere/tests/fixtures/topology.json create mode 100644 vsphere/tests/legacy/__init__.py create mode 100644 vsphere/tests/legacy/conftest.py rename vsphere/tests/{ => legacy}/fixtures/vsphere_topology.json (100%) rename vsphere/tests/{ => legacy}/test_cache_config.py (94%) rename vsphere/tests/{ => legacy}/test_metadata_cache.py (93%) rename vsphere/tests/{ => legacy}/test_mor_cache.py (98%) rename vsphere/tests/{ => legacy}/test_objects_queue.py (93%) rename vsphere/tests/{ => legacy}/test_vsphere.py (89%) rename vsphere/tests/{ => legacy}/utils.py (100%) create mode 100644 vsphere/tests/mocked_api.py create mode 100644 vsphere/tests/test_api.py create mode 100644 vsphere/tests/test_cache.py create mode 100644 vsphere/tests/test_check.py create mode 100644 vsphere/tests/test_filters.py diff --git a/datadog_checks_base/datadog_checks/base/data/agent_requirements.in b/datadog_checks_base/datadog_checks/base/data/agent_requirements.in index 9da896310b8d3..55b6fc1b2cf92 100644 --- a/datadog_checks_base/datadog_checks/base/data/agent_requirements.in +++ b/datadog_checks_base/datadog_checks/base/data/agent_requirements.in @@ -15,6 +15,7 @@ ddtrace==0.32.2 dnspython==1.16.0 flup==1.0.3.dev-20110405; python_version < '3.0' flup-py3==1.0.3; python_version > '3.0' +futures==3.3.0; python_version < '3.0' gearman==2.0.2; sys_platform != 'win32' and python_version < '3.0' httplib2==0.10.3 in-toto==0.4.2 diff --git a/vsphere/datadog_checks/vsphere/__init__.py b/vsphere/datadog_checks/vsphere/__init__.py index 0de6391c41d8f..4f13bf76a7a8e 100644 --- a/vsphere/datadog_checks/vsphere/__init__.py +++ b/vsphere/datadog_checks/vsphere/__init__.py @@ -1,4 +1,7 @@ +# (C) Datadog, Inc. 2018-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) from .__about__ import __version__ -from .vsphere import VSphereCheck +from .vsphere_new import VSphereCheck __all__ = ['__version__', 'VSphereCheck'] diff --git a/vsphere/datadog_checks/vsphere/api.py b/vsphere/datadog_checks/vsphere/api.py new file mode 100644 index 0000000000000..629e2e8c8598f --- /dev/null +++ b/vsphere/datadog_checks/vsphere/api.py @@ -0,0 +1,176 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import functools +import ssl + +from pyVim import connect +from pyVmomi import vim, vmodl + +from datadog_checks.vsphere.constants import ALL_RESOURCES, MAX_QUERY_METRICS_OPTION, UNLIMITED_HIST_METRICS_PER_QUERY + +# Python 3 only +PROTOCOL_TLS_CLIENT = getattr(ssl, 'PROTOCOL_TLS_CLIENT', ssl.PROTOCOL_TLS) + + +def smart_retry(f): + """A function decorated with this `@smart_retry` will trigger a new authentication if it fails. The function + will then be retried. + This is useful when the integration keeps a semi-healthy connection to the vSphere API""" + + @functools.wraps(f) + def wrapper(api_instance, *args, **kwargs): + try: + return f(api_instance, *args, **kwargs) + except Exception as e: + api_instance.log.debug( + "An exception occurred when executing %s: %s. Refreshing the connection to vCenter and retrying", + f.__name__, + e, + ) + api_instance.smart_connect() + return f(api_instance, *args, **kwargs) + + return wrapper + + +class APIConnectionError(Exception): + pass + + +class VSphereAPI(object): + """Abstraction class over the vSphere SOAP api using the pyvmomi library""" + + def __init__(self, config, log): + self.config = config + self.log = log + + self._conn = None + self.smart_connect() + + def smart_connect(self): + """Creates the connection object to the vSphere API using parameters supplied from the configuration. + """ + context = None + if not self.config.ssl_verify: + context = ssl.SSLContext(ssl.PROTOCOL_TLS) + context.verify_mode = ssl.CERT_NONE + elif self.config.ssl_capath: + context = ssl.SSLContext(ssl.PROTOCOL_TLS_CLIENT) + context.verify_mode = ssl.CERT_REQUIRED + context.load_verify_locations(capath=self.config.ssl_capath) + + try: + # Object returned by SmartConnect is a ServerInstance + # https://www.vmware.com/support/developer/vc-sdk/visdk2xpubs/ReferenceGuide/vim.ServiceInstance.html + conn = connect.SmartConnect( + host=self.config.hostname, user=self.config.username, pwd=self.config.password, sslContext=context + ) + # Next line tries a simple API call to check the health of the connection. + conn.CurrentTime() + except Exception as e: + err_msg = "Connection to {} failed: {}".format(self.config.hostname, e) + raise APIConnectionError(err_msg) + + self._conn = conn + + @smart_retry + def check_health(self): + self._conn.CurrentTime() + + @smart_retry + def get_perf_counter_by_level(self, collection_level): + """Requests and returns the list of counter available for a given collection_level.""" + return self._conn.content.perfManager.QueryPerfCounterByLevel(collection_level) + + @smart_retry + def get_infrastructure(self): + """Traverse the whole vSphere infrastructure and outputs a dict mapping the mors to their properties. + + :return: { + 'vim.VirtualMachine-VM0': { + 'name': 'VM-0', + ... + } + ... + } + """ + content = self._conn.content # vim.ServiceInstanceContent reference from the connection + + property_specs = [] + # Specify which attributes we want to retrieve per object + for resource in ALL_RESOURCES: + property_spec = vmodl.query.PropertyCollector.PropertySpec() + property_spec.type = resource + property_spec.pathSet = ["name", "parent", "customValue"] + if resource == vim.VirtualMachine: + property_spec.pathSet.append("runtime.powerState") + property_spec.pathSet.append("runtime.host") + property_spec.pathSet.append("guest.hostName") + property_specs.append(property_spec) + + # Specify the attribute of the root object to traverse to obtain all the attributes + traversal_spec = vmodl.query.PropertyCollector.TraversalSpec() + traversal_spec.path = "view" + traversal_spec.skip = False + traversal_spec.type = vim.view.ContainerView + + retr_opts = vmodl.query.PropertyCollector.RetrieveOptions() + # To limit the number of objects retrieved per call. + # If batch_collector_size is 0, collect maximum number of objects. + retr_opts.maxObjects = self.config.batch_collector_size + + # Specify the root object from where we collect the rest of the objects + obj_spec = vmodl.query.PropertyCollector.ObjectSpec() + obj_spec.skip = True + obj_spec.selectSet = [traversal_spec] + + # Create our filter spec from the above specs + filter_spec = vmodl.query.PropertyCollector.FilterSpec() + filter_spec.propSet = property_specs + + view_ref = content.viewManager.CreateContainerView(content.rootFolder, ALL_RESOURCES, True) + try: + obj_spec.obj = view_ref + filter_spec.objectSet = [obj_spec] + + # Collect the objects and their properties + res = content.propertyCollector.RetrievePropertiesEx([filter_spec], retr_opts) + mors = res.objects + # Results can be paginated + while res.token is not None: + res = content.propertyCollector.ContinueRetrievePropertiesEx(res.token) + mors.extend(res.objects) + finally: + view_ref.Destroy() + + infrastructure_data = {mor.obj: {prop.name: prop.val for prop in mor.propSet} for mor in mors if mor.propSet} + + root_folder = self._conn.content.rootFolder + infrastructure_data[root_folder] = {"name": root_folder.name, "parent": None} + return infrastructure_data + + @smart_retry + def query_metrics(self, query_specs): + perf_manager = self._conn.content.perfManager + values = perf_manager.QueryPerf(query_specs) + return values + + @smart_retry + def get_new_events(self, start_time): + event_manager = self._conn.content.eventManager + query_filter = vim.event.EventFilterSpec() + time_filter = vim.event.EventFilterSpec.ByTime(beginTime=start_time) + query_filter.time = time_filter + return event_manager.QueryEvents(query_filter) + + @smart_retry + def get_latest_event_timestamp(self): + event_manager = self._conn.content.eventManager + return event_manager.latestEvent.createdTime + + @smart_retry + def get_max_query_metrics(self): + vcenter_settings = self._conn.content.setting.QueryOptions(MAX_QUERY_METRICS_OPTION) + max_historical_metrics = int(vcenter_settings[0].value) + return max_historical_metrics if max_historical_metrics > 0 else UNLIMITED_HIST_METRICS_PER_QUERY diff --git a/vsphere/datadog_checks/vsphere/cache.py b/vsphere/datadog_checks/vsphere/cache.py new file mode 100644 index 0000000000000..bbca64cfd5f94 --- /dev/null +++ b/vsphere/datadog_checks/vsphere/cache.py @@ -0,0 +1,90 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import time +from contextlib import contextmanager + + +class VSphereCache(object): + """ + Wraps configuration and status for the Morlist and Metadata caches. + VSphereCache is *not* threadsafe. + """ + + def __init__(self, interval_sec): + self._last_ts = 0 + self._interval = interval_sec + self._content = {} + + @contextmanager + def update(self): + """A context manager to allow modification of the cache. It will restore the previous value + on any error. + Usage: + ``` + with cache.update(): + cache.set_XXX(SOME_DATA) + ``` + """ + old_content = self._content + self._content = {} # 1. clear the content + try: + yield # 2. Actually update the cache + self._last_ts = time.time() # 3. Cache was updated successfully + except Exception: + # Restore old data + self._content = old_content + raise + + def is_expired(self): + """The cache has a global time to live, all elements expire at the same time. + :return True if the cache is expired.""" + elapsed = time.time() - self._last_ts + return elapsed > self._interval + + +class MetricsMetadataCache(VSphereCache): + """A VSphere cache dedicated to store the metrics metadata from a user environment. + Data is stored like this: + + _content = { + vim.HostSystem: { + : , + ... + }, + vim.VirtualMachine: {...}, + ... + } + """ + + def get_metadata(self, resource_type): + return self._content.get(resource_type) + + def set_metadata(self, resource_type, metadata): + self._content[resource_type] = metadata + + +class InfrastructureCache(VSphereCache): + """A VSphere cache dedicated to store the infrastructure data from a user environment. + Data is stored like this: + + _content = { + vim.VirtualMachine: { + : + }, + ... + } + """ + + def get_mor_props(self, mor, default=None): + mor_type = type(mor) + return self._content.get(mor_type, {}).get(mor, default) + + def get_mors(self, resource_type): + return self._content.get(resource_type, {}).keys() + + def set_mor_data(self, mor, mor_data): + mor_type = type(mor) + if mor_type not in self._content: + self._content[mor_type] = {} + self._content[mor_type][mor] = mor_data diff --git a/vsphere/datadog_checks/vsphere/config.py b/vsphere/datadog_checks/vsphere/config.py new file mode 100644 index 0000000000000..653e022e6f20e --- /dev/null +++ b/vsphere/datadog_checks/vsphere/config.py @@ -0,0 +1,164 @@ +import re + +from pyVmomi import vim +from six import iteritems, string_types + +from datadog_checks.base import ConfigurationError, is_affirmative +from datadog_checks.vsphere.constants import ( + ALLOWED_FILTER_PROPERTIES, + DEFAULT_BATCH_COLLECTOR_SIZE, + DEFAULT_MAX_QUERY_METRICS, + DEFAULT_METRICS_PER_QUERY, + DEFAULT_REFRESH_INFRASTRUCTURE_CACHE_INTERVAL, + DEFAULT_REFRESH_METRICS_METADATA_CACHE_INTERVAL, + DEFAULT_THREAD_COUNT, + EXTRA_FILTER_PROPERTIES_FOR_VMS, + HISTORICAL_RESOURCES, + MOR_TYPE_AS_STRING, + REALTIME_RESOURCES, +) + + +class VSphereConfig(object): + def __init__(self, instance, log): + self.log = log + + # Connection parameters + self.hostname = instance['host'] + self.username = instance['username'] + self.password = instance['password'] + self.ssl_verify = is_affirmative(instance.get('ssl_verify', True)) + self.ssl_capath = instance.get('ssl_capath') + + # vSphere options + self.collection_level = instance.get("collection_level", 1) + self.collection_type = instance.get("collection_type", "realtime") + self.use_guest_hostname = instance.get("use_guest_hostname", False) + self.max_historical_metrics = instance.get("max_historical_metrics", DEFAULT_MAX_QUERY_METRICS) + + # Check option + self.threads_count = instance.get("threads_count", DEFAULT_THREAD_COUNT) + self.metrics_per_query = instance.get("metrics_per_query", DEFAULT_METRICS_PER_QUERY) + self.batch_collector_size = instance.get('batch_property_collector_size', DEFAULT_BATCH_COLLECTOR_SIZE) + self.should_collect_events = instance.get("collect_events", self.collection_type == 'realtime') + self.excluded_host_tags = instance.get("excluded_host_tags", []) + self.base_tags = instance.get("tags", []) + ["vcenter_server:{}".format(self.hostname)] + self.refresh_infrastructure_cache_interval = instance.get( + 'refresh_infrastructure_cache_interval', DEFAULT_REFRESH_INFRASTRUCTURE_CACHE_INTERVAL + ) + self.refresh_metrics_metadata_cache_interval = instance.get( + 'refresh_metrics_metadata_cache_interval', DEFAULT_REFRESH_METRICS_METADATA_CACHE_INTERVAL + ) + + # Utility + if self.collection_type == 'both': + self.collected_resource_types = REALTIME_RESOURCES + HISTORICAL_RESOURCES + elif self.collection_type == 'historical': + self.collected_resource_types = HISTORICAL_RESOURCES + else: + self.collected_resource_types = REALTIME_RESOURCES + + # Filters + self.resource_filters = self._parse_resource_filters(instance.get("resource_filters", {})) + self.metric_filters = self._parse_metric_filters(instance.get("metric_filters", {})) + + self.validate_config() + + def is_historical(self): + return self.collection_type in ('historical', 'both') + + def validate_config(self): + if not self.ssl_verify and self.ssl_capath: + self.log.warning( + "Your configuration is incorrectly attempting to " + "specify both a CA path, and to disable SSL " + "verification. You cannot do both. Proceeding with " + "disabling ssl verification." + ) + + if self.collection_type not in ('realtime', 'historical', 'both'): + raise ConfigurationError( + "Your configuration is incorrectly attempting to " + "set the `collection_type` to {}. It should be either " + "'realtime', 'historical' or 'both'.".format(self.collection_type) + ) + + if self.collection_level not in (1, 2, 3, 4): + raise ConfigurationError( + "Your configuration is incorrectly attempting to " + "set the collection_level to something different than a " + "integer between 1 and 4." + ) + + def _parse_resource_filters(self, all_resource_filters): + formatted_resource_filters = {} + allowed_resource_types = [MOR_TYPE_AS_STRING[k] for k in self.collected_resource_types] + + for resource_filter in all_resource_filters: + for (field, field_type) in iteritems( + {'resource': string_types, 'property': string_types, 'patterns': list} + ): + if field not in resource_filter: + self.log.warning( + "Ignoring filter %r because it doesn't contain a %s field.", resource_filter, field + ) + continue + if not isinstance(resource_filter[field], field_type): + self.log.warning( + "Ignoring filter %r because field %s should have type %s.", resource_filter, field, field_type + ) + continue + + if resource_filter['resource'] not in allowed_resource_types: + self.log.warning( + "Ignoring filter %r because resource %s is not collected when collection_type is %s.", + resource_filter, + resource_filter['resource'], + self.collection_type, + ) + continue + + allowed_prop_names = ALLOWED_FILTER_PROPERTIES + if resource_filter['resource'] == MOR_TYPE_AS_STRING[vim.VirtualMachine]: + allowed_prop_names += EXTRA_FILTER_PROPERTIES_FOR_VMS + + if resource_filter['property'] not in allowed_prop_names: + self.log.warning( + "Ignoring filter %r because property '%s' is not valid " + "for resource type %s. Should be one of %r.", + resource_filter, + resource_filter['property'], + resource_filter['resource'], + allowed_prop_names, + ) + continue + + filter_key = (resource_filter['resource'], resource_filter['property']) + if filter_key in formatted_resource_filters: + self.log.warning( + "Ignoring filter %r because you already have a filter for resource type %s and property %s.", + resource_filter, + resource_filter['resource'], + resource_filter['property'], + ) + continue + + formatted_resource_filters[filter_key] = [re.compile(r) for r in resource_filter['patterns']] + + return formatted_resource_filters + + def _parse_metric_filters(self, all_metric_filters): + allowed_resource_types = [MOR_TYPE_AS_STRING[k] for k in self.collected_resource_types] + metric_filters = {} + for resource_type, filters in iteritems(all_metric_filters): + if resource_type not in allowed_resource_types: + self.log.warning( + "Ignoring metric_filter for resource '%s'. When collection_type is '%s', it should be one of '%s'", + resource_type, + self.collection_type, + ",".join(allowed_resource_types), + ) + continue + metric_filters[resource_type] = filters + + return {k: [re.compile(r) for r in v] for k, v in iteritems(metric_filters)} diff --git a/vsphere/datadog_checks/vsphere/constants.py b/vsphere/datadog_checks/vsphere/constants.py new file mode 100644 index 0000000000000..78a50b1aa159f --- /dev/null +++ b/vsphere/datadog_checks/vsphere/constants.py @@ -0,0 +1,50 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +from pyVmomi import vim + +ALLOWED_FILTER_PROPERTIES = ['name', 'inventory_path'] +EXTRA_FILTER_PROPERTIES_FOR_VMS = ['hostname', 'guest_hostname'] +SHORT_ROLLUP = { + "average": "avg", + "summation": "sum", + "maximum": "max", + "minimum": "min", + "latest": "latest", + "none": "raw", +} + +MOR_TYPE_AS_STRING = { + vim.HostSystem: 'host', + vim.VirtualMachine: 'vm', + vim.Datacenter: 'datacenter', + vim.Datastore: 'datastore', + vim.ClusterComputeResource: 'cluster', +} + +ALL_RESOURCES = [ + vim.VirtualMachine, + vim.HostSystem, + vim.Datacenter, + vim.Datastore, + vim.ClusterComputeResource, + vim.ComputeResource, + vim.Folder, +] +REALTIME_RESOURCES = [vim.VirtualMachine, vim.HostSystem] +HISTORICAL_RESOURCES = [vim.Datacenter, vim.Datastore, vim.ClusterComputeResource] +ALL_RESOURCES_WITH_METRICS = REALTIME_RESOURCES + HISTORICAL_RESOURCES + +REALTIME_METRICS_INTERVAL_ID = 20 + +DEFAULT_BATCH_COLLECTOR_SIZE = 500 +DEFAULT_METRICS_PER_QUERY = 500 +UNLIMITED_HIST_METRICS_PER_QUERY = float('inf') +DEFAULT_MAX_QUERY_METRICS = 256 +MAX_QUERY_METRICS_OPTION = "config.vpxd.stats.maxQueryMetrics" +DEFAULT_THREAD_COUNT = 4 + +DEFAULT_REFRESH_METRICS_METADATA_CACHE_INTERVAL = 1800 +DEFAULT_REFRESH_INFRASTRUCTURE_CACHE_INTERVAL = 300 + +REFERENCE_METRIC = "cpu.usage.avg" diff --git a/vsphere/datadog_checks/vsphere/data/conf.yaml.example b/vsphere/datadog_checks/vsphere/data/conf.yaml.example index 5147b6fc6aa3d..e1b06ab8f9438 100644 --- a/vsphere/datadog_checks/vsphere/data/conf.yaml.example +++ b/vsphere/datadog_checks/vsphere/data/conf.yaml.example @@ -1,68 +1,18 @@ -## Section used for global vsphere check configuration - init_config: - ## @param batch_morlist_size - integer - optional - default: 50 - ## This value is used to determine the number of MORs the check will retrieve metrics for in the same API call - ## If too many API calls are made by the check, consider increasing this value - ## If payloads are too large, consider decreasing this value - ## A value <= 0 means unlimited: it makes one query for all the monitored objects - # - # batch_morlist_size: 50 - - ## @param batch_property_collector_size - integer - optional - default: 500 - ## This value is used to determine the maximum number of MORs returned by vCenter in the same API call, - ## when exploring the infrastructure - ## If too many API calls are made by the check, consider increasing this value - ## If payloads are too large, consider decreasing this value - ## A value <= 0 means unlimited: it will query for the maximum number of objects at once - # - # batch_property_collector_size: 500 - - ## @param refresh_morlist_interval - integer - optional - default: 180 - ## Number of seconds between each discovering and caching of your vSphere environment - ## Consider increasing this value if your environment is large, as caching can take some time to complete - # - # refresh_morlist_interval: 180 - - ## @param clean_morlist_interval - integer - optional - default: 2*refresh_morlist_interval - ## Number of seconds to wait before an object is considered deleted from your vSphere - ## environment and removed from the cache - ## This value should be higher than refresh_morlist_interval. - # - # clean_morlist_interval: 360 - - ## @param refresh_metrics_metadata_interval - integer - optional - default: 600 - ## Number of seconds between each refresh of the metrics metadata cache - # - # refresh_metrics_metadata_interval: 600 - - ## @param excluded_host_tags - list of strings - optional - default: [] - ## List of host tags keys to exclude from host metadata collection - # - # excluded_host_tags: [] - -## Define your list of instances here each item is a -## vCenter instance you want to connect to and fetch metrics from - instances: - ## @param name - string - required - ## name must be a unique key representing your vCenter instance - # - - name: main-vcenter - ## @param host - string - required ## the host used to resolve the vCenter IP # - host: + - host: ## @param username - string - required ## Enter the username of the read-only credentials ## to connect to vCenter ## see https://app.datadoghq.com/account/settings#integrations/vsphere # - username: datadog-readonly@vsphere.local + username: ## @param password - string - required ## Enter the password of the read-only credentials @@ -71,6 +21,35 @@ instances: # password: + ## @param collection_level - integer - optional - default: 1 + ## A number between 1 and 4 to specify how many metrics will be sent + ## 1: Only basic metrics - 4: every metric available. + ## See https://code.vmware.com/apis/704/vsphere/vim.PerformanceManager.html for more details + ## Warning: Depending on the size of the vSphere environment, metric collection can be slow, + ## very CPU intensive and put pressure on the vCenter Server + ## If you want more control on the metrics to collect, see `metric_filters` + # + # collection_level: 1 + + ## @param collection_type - string - optional - default: 'realtime' + ## Should be either 'realtime' or 'historical' + ## Use 'realtime' to collect metrics about Hosts and VMs. + ## Use 'historical' to collect metrics about Datastores, Datacenters and Clusters. + ## If you want both, we suggest creating an additional instance connecting to the same vCenter + ## in this configuration file, but you can also set this field to 'both'. This is not recommended + ## as the collection of historical metrics will negatively impact the collection of your realtime metrics. + # + # collection_type: realtime + + ## @param collect_events - boolean - optional - default: depends on collection_type value + ## Whether or not to pull events data from vCenter. + ## If you have multiple configuration instances collecting data from the same vCenter server (i.e if you collect + ## realtime and historical metrics), you usually want to collect events only once. + ## By default this parameter will be 'true' if `collection_type: realtime` and 'false' if + ## `collection_type: historical` + # + # collect_events: + ## @param ssl_verify - boolean - optional - default: true ## Set to false to disable SSL verification, when connecting to vCenter # @@ -82,49 +61,63 @@ instances: # # ssl_capath: "" - ## @param host_include_only_regex - string - optional - ## Use a regex like this if you want only the check - ## to fetch metrics for these ESXi hosts and the VMs - ## running on it - # - # host_include_only_regex: - - ## @param vm_include_only_regex - string - optional - ## Use a regex to include only the VMs that are - ## matching this pattern. - # - # vm_include_only_regex: - - ## @param include_only_marked - boolean - optional - default: false - ## Set to true if you'd like to only collect metrics on vSphere VMs which - ## are marked by a custom field with the value 'DatadogMonitored' - ## To set this custom field with PowerCLI, use the follow command: - ## Get-VM | Set-CustomField -Name "DatadogMonitored" -Value "DatadogMonitored" - # - # include_only_marked: false - - ## @param collection_level - integer - optional - default: 1 - ## A number between 1 and 4 to specify how many metrics will be sent - ## 1: Only basic metrics - 4: every metric available. - ## Warning: Depending on the size of the vSphere environment, metric collection can be slow, - ## very CPU intensive and put pressure on the vCenter Server - # - # collection_level: 1 - - ## @param collect_historical_only - boolean - optional - default: false - ## By default the check collects metrics from realtime resources (hosts and VMs). - ## Set this to true to only collect metrics from historical resources - ## (cluster, datastore and datacenter). - ## In order to collect metrics from those two types of resources, create two - ## 'instances' in this config file pointing to the same vcenter server, one with this flag - ## to false, the other with this flag to true. - ## The reason for this requirement is that collecting historical resources decreases - ## the performance of the check; having two instances allows realtime metrics collection - ## not to be slowed down by the collection of historical metrics. - ## Note: An instance with this flag set to true does not submit any service check, events or host tags. - ## It is designed to be used only when next to another instance of the check. - # - # collect_historical_only: false + ## @param resource_filters - list of objects - optional - default: no filter + ## Each filter in the list is composed of three parameters. + ## 'resource' is one of vm/host/datastore/datacenter/cluster on which to apply the filter + ## 'patterns' is a list of matching regex, if any of those matches, the resource will be monitored. + ## 'property' is the kind of property on which to apply the filter and must be one of those values: + ## - name (default) to filter on the resource name (defined by vCenter) + ## - inventory_path to filter on the full inventory path + ## (ex: \/\/vm\/\/.* for all vms in the folder ) + ## - hostname to filter on the ESXi Host name (only valid for if 'resource' equals 'vm') + ## - guest_hostname to filter on the VM hostname (only valid for if 'resource' equals 'vm' and + ## if VMware tools are installed) + ## Note1: 'datastore', 'datacenter' and 'cluster' filters are ignored when collecting realtime metrics as those + ## resources do not have realtime metrics + ## Note2: 'vm' and 'host' filters are ignored when collecting historical metrics as those resources do not have + ## historical metrics + # + # resource_filters: + # - resource: vm + # property: name + # patterns: + # - + # - + # - resource: vm + # property: hostname + # patterns: + # - + # - resource: vm + # property: guest_hostname + # patterns: + # - + # - resource: host + # property: inventory_path + # patterns: + # - + + ## @param metric_filters - object - optional - default: all metrics + ## For each resource type (vm, host, datastore, datacenter, cluster) collected, + ## you can choose which metric you want to collect using a list of regex. + ## If you do not specify a regex for the resource, all metrics will be collected. + ## See https://github.com/DataDog/integrations-core/blob/master/vsphere/datadog_checks/vsphere/metrics.py + ## for the list of collected metrics (do not prefix then with `vsphere`) + ## Note1: 'datastore', 'datacenter' and 'cluster' filters are ignored when collecting realtime metrics as those + ## resources do not have realtime metrics + ## Note2: 'vm' and 'host' filters are ignored when collecting historical metrics as those resources do no + ## have historical metrics + # + # metric_filters: + # vm: + # - # Only possible with "collection_type: realtime" + # host: + # - # Only possible with "collection_type: realtime" + # datastore: + # - # Only possible with "collection_type: historical" + # datacenter: + # - # Only possible with "collection_type: historical" + # cluster: + # - # Only possible with "collection_type: historical" ## @param use_guest_hostname - boolean - optional - default: false ## If true, the check will use the guest hostname for VMs instead of the VM name @@ -135,36 +128,73 @@ instances: # # use_guest_hostname: false - ## @param excluded_host_tags - list of strings - optional - default: [] - ## List of host tags keys to exclude from host metadata collection. - ## Overrides the same parameter specified in init_config. - # - # excluded_host_tags: [] - - ## @param event_config - dictionary - optional - ## Event config is a dictionary - ## For now the only switch you can flip is collect_vcenter_alarms - ## which will send as events the alarms set in vCenter + ## @param threads_count - integer - optional - default: 4 + ## This integration is using threads internally when making queries against the vCenter API. + ## Increasing this value will put more charge onto your vCenter server but may improve performances. # - # event_config: - # collect_vcenter_alarms: true + # threads_count: 4 - ## @param tags - list of key:value element - optional - ## List of tags to attach to every metric, event and service check emitted by this integration. + ## @param excluded_host_tags - list of strings - optional - default: [] + ## The vSphere integration collects tags for every ESXi host or VM in your environment. + ## Those tags can be `vcenter_server`, vsphere_type`, `vsphere_host`, `vsphere_folder`, `vsphere_cluster` + ## `vsphere_compute`, `vsphere_datacenter`, `vsphere_datastore` and are attached to the vSphere metrics by default. + ## By default those tags are submitted as host tags but you can submit them as metric tags if you need, see: + ## https://docs.datadoghq.com/tagging/using_tags/ + ## You will lose the ability to filter your hosts on the tags you specify but they will appear faster + ## and will remove spikes from some `count by {TAG}` queries. + ## A good use case is to set this parameter to `[vsphere_host]`, indeed with VM migrations this tag is expected to + ## change often and it is usually helpful to be informed quickly of this change. + # + # excluded_host_tags: false + + ## @param metrics_per_query - integer - optional - default: 500 + ## This value is used to determine the number of metrics the check will retrieve in the same API call. + ## If too many API calls are made by the check, consider increasing this value + ## If payloads are too large, consider decreasing this value + ## A value <= 0 means unlimited: it makes one query for all the monitored objects + # + # metrics_per_query: 50 + + ## @param max_historical_metrics - integer - optional + ## This value is used to determine the number of historical metrics the check will retrieve in the same API call. + ## Historical metrics collection is limited by the "config.vpxd.stats.maxQueryMetrics" configuration option + ## on vCenter, any API call requesting more metrics than this value will be denied. + ## By default, the check will retrieve the value of this parameter but you can override this behavior by specifying + ## a value here. + # + # max_historical_metrics: 256 + + ## @param batch_property_collector_size - integer - optional - default: 500 + ## This value is used to determine the maximum number of MORs returned by vCenter in the same API call, + ## when exploring the infrastructure. + ## If too many API calls are made by the check, consider increasing this value + ## If payloads are too large, consider decreasing this value + ## A value <= 0 means unlimited: it will query for the maximum number of objects at once + # + # batch_property_collector_size: 500 + + ## @param refresh_infrastructure_cache_interval - integer - optional - default: 300 + ## Number of seconds between each discovering and caching of your vSphere environment + ## Consider increasing this value if your environment is large, as caching can take some time to complete. + # + # refresh_infrastructure_cache_interval: 300 + + ## @param refresh_metrics_metadata_cache_interval - integer - optional - default: 1800 + ## Number of seconds between each refresh of the metrics metadata cache + # + # refresh_metrics_metadata_cache_interval: 1800 + + ## @param use_legacy_check_version - boolean - required + ## For backward compatibility reasons, it is possible to use a deprecated version of the vsphere integration by + ## setting this field to "true". + # + use_legacy_check_version: false + + ## @param empty_default_hostname - boolean - optional - default: false + ## The vSphere integration is a cluster-level check where metrics are usually unrelated to the host + ## on which the agent runs. Setting this parameter to true, prevents the agent from attaching the hostname + ## (and the host tags) to the metrics. It is especially important to leave this parameter to "true" when you are + ## running the agent inside a vSphere VM as the VM tags are going to be unrelated to other metrics. ## - ## Learn more about tagging: https://docs.datadoghq.com/tagging/ - # - # tags: - # - : - # - : - - ## @param collect_realtime_only - boolean - optional - default: true - ## DEPRECATED: Tries to collect realtime and historical metrics together - ## and has a significant impact on performance. - ## Use 'collect_historical_only' and two instances instead. - ## Set to true to collect only host and VM metrics. Set to false to collect - ## cluster, datastore and datacenter metrics as well. - ## Collecting non realtime metrics will decrease performance as it - ## requires computation from the vCenter server. - # - # collect_realtime_only: true + # + empty_default_hostname: true diff --git a/vsphere/datadog_checks/vsphere/legacy/__init__.py b/vsphere/datadog_checks/vsphere/legacy/__init__.py new file mode 100644 index 0000000000000..10a498781c8a6 --- /dev/null +++ b/vsphere/datadog_checks/vsphere/legacy/__init__.py @@ -0,0 +1,3 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) diff --git a/vsphere/datadog_checks/vsphere/cache_config.py b/vsphere/datadog_checks/vsphere/legacy/cache_config.py similarity index 100% rename from vsphere/datadog_checks/vsphere/cache_config.py rename to vsphere/datadog_checks/vsphere/legacy/cache_config.py diff --git a/vsphere/datadog_checks/vsphere/common.py b/vsphere/datadog_checks/vsphere/legacy/common.py similarity index 100% rename from vsphere/datadog_checks/vsphere/common.py rename to vsphere/datadog_checks/vsphere/legacy/common.py diff --git a/vsphere/datadog_checks/vsphere/errors.py b/vsphere/datadog_checks/vsphere/legacy/errors.py similarity index 100% rename from vsphere/datadog_checks/vsphere/errors.py rename to vsphere/datadog_checks/vsphere/legacy/errors.py diff --git a/vsphere/datadog_checks/vsphere/event.py b/vsphere/datadog_checks/vsphere/legacy/event.py similarity index 100% rename from vsphere/datadog_checks/vsphere/event.py rename to vsphere/datadog_checks/vsphere/legacy/event.py diff --git a/vsphere/datadog_checks/vsphere/metadata_cache.py b/vsphere/datadog_checks/vsphere/legacy/metadata_cache.py similarity index 100% rename from vsphere/datadog_checks/vsphere/metadata_cache.py rename to vsphere/datadog_checks/vsphere/legacy/metadata_cache.py diff --git a/vsphere/datadog_checks/vsphere/mor_cache.py b/vsphere/datadog_checks/vsphere/legacy/mor_cache.py similarity index 99% rename from vsphere/datadog_checks/vsphere/mor_cache.py rename to vsphere/datadog_checks/vsphere/legacy/mor_cache.py index e1ccb7932bfc6..276fa653a609f 100644 --- a/vsphere/datadog_checks/vsphere/mor_cache.py +++ b/vsphere/datadog_checks/vsphere/legacy/mor_cache.py @@ -6,7 +6,7 @@ from six import iteritems -from datadog_checks.vsphere.common import REALTIME_RESOURCES +from datadog_checks.vsphere.legacy.common import REALTIME_RESOURCES class MorNotFoundError(Exception): diff --git a/vsphere/datadog_checks/vsphere/objects_queue.py b/vsphere/datadog_checks/vsphere/legacy/objects_queue.py similarity index 100% rename from vsphere/datadog_checks/vsphere/objects_queue.py rename to vsphere/datadog_checks/vsphere/legacy/objects_queue.py diff --git a/vsphere/datadog_checks/vsphere/vsphere.py b/vsphere/datadog_checks/vsphere/legacy/vsphere_legacy.py similarity index 99% rename from vsphere/datadog_checks/vsphere/vsphere.py rename to vsphere/datadog_checks/vsphere/legacy/vsphere_legacy.py index 78b50f670c2f4..82be0dade53ff 100644 --- a/vsphere/datadog_checks/vsphere/vsphere.py +++ b/vsphere/datadog_checks/vsphere/legacy/vsphere_legacy.py @@ -72,7 +72,7 @@ def trace_method(method): """ Decorator to catch and print the exceptions that happen within async tasks. - Note: this should be applied to methods of VSphereCheck only! + Note: this should be applied to methods of VSphereLegacyCheck only! """ def wrapper(*args, **kwargs): @@ -84,7 +84,7 @@ def wrapper(*args, **kwargs): return wrapper -class VSphereCheck(AgentCheck): +class VSphereLegacyCheck(AgentCheck): """ Get performance metrics from a vCenter server and upload them to Datadog References: http://pubs.vmware.com/vsphere-51/index.jsp#com.vmware.wssdk.apiref.doc/vim.PerformanceManager.html @@ -97,8 +97,8 @@ class VSphereCheck(AgentCheck): SERVICE_CHECK_NAME = 'vcenter.can_connect' pool = None - def __init__(self, name, init_config, agentConfig, instances): - AgentCheck.__init__(self, name, init_config, agentConfig, instances) + def __init__(self, name, init_config, instances): + AgentCheck.__init__(self, name, init_config, instances) self.time_started = time.time() self.batch_morlist_size = max(init_config.get("batch_morlist_size", BATCH_MORLIST_SIZE), 0) @@ -409,7 +409,7 @@ def _collect_mors_and_attributes(self, server_instance): resources.extend(RESOURCE_TYPE_NO_METRIC) content = server_instance.content - with VSphereCheck.create_container_view(server_instance, resources) as view_ref: + with VSphereLegacyCheck.create_container_view(server_instance, resources) as view_ref: # Object used to query MORs as well as the attributes we require in one API call # See https://code.vmware.com/apis/358/vsphere#/doc/vmodl.query.PropertyCollector.html diff --git a/vsphere/datadog_checks/vsphere/metrics.py b/vsphere/datadog_checks/vsphere/metrics.py new file mode 100644 index 0000000000000..9706c1aa3ba6c --- /dev/null +++ b/vsphere/datadog_checks/vsphere/metrics.py @@ -0,0 +1,633 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +from pyVmomi import vim + +# https://code.vmware.com/apis/358/vsphere/doc/cpu_counters.html + +# Set of metrics that are emitted as percentages between 0 and 100. For those metrics, we divide the value by 100 +# to get a float between 0 and 1. +PERCENT_METRICS = { + 'cpu.capacity.contention.avg', + 'cpu.coreUtilization.avg', + 'cpu.coreUtilization.max', + 'cpu.coreUtilization.min', + 'cpu.coreUtilization.raw', + 'cpu.corecount.contention.avg', + 'cpu.demandEntitlementRatio.latest', + 'cpu.latency.avg', + 'cpu.readiness.avg', + 'cpu.usage.avg', + 'cpu.usage.max', + 'cpu.usage.min', + 'cpu.usage.raw', + 'cpu.utilization.avg', + 'cpu.utilization.max', + 'cpu.utilization.min', + 'cpu.utilization.raw', + 'datastore.siocActiveTimePercentage.avg', + 'disk.capacity.contention.avg', + 'disk.scsiReservationCnflctsPct.avg', + 'gpu.mem.usage.avg', + 'gpu.mem.usage.max', + 'gpu.mem.usage.min', + 'gpu.mem.usage.raw', + 'gpu.utilization.avg', + 'gpu.utilization.max', + 'gpu.utilization.min', + 'gpu.utilization.raw', + 'mem.capacity.contention.avg', + 'mem.latency.avg', + 'mem.reservedCapacityPct.avg', + 'mem.usage.avg', + 'mem.usage.max', + 'mem.usage.min', + 'mem.usage.raw', + 'mem.vmfs.pbc.capMissRatio.latest', + 'power.capacity.usagePct.avg', + 'rescpu.actav1.latest', + 'rescpu.actav15.latest', + 'rescpu.actav5.latest', + 'rescpu.actpk1.latest', + 'rescpu.actpk15.latest', + 'rescpu.actpk5.latest', + 'rescpu.maxLimited1.latest', + 'rescpu.maxLimited15.latest', + 'rescpu.maxLimited5.latest', + 'rescpu.runav1.latest', + 'rescpu.runav15.latest', + 'rescpu.runav5.latest', + 'rescpu.runpk1.latest', + 'rescpu.runpk15.latest', + 'rescpu.runpk5.latest', + 'storageAdapter.OIOsPct.avg', + 'sys.diskUsage.latest', + 'sys.resourceCpuAct1.latest', + 'sys.resourceCpuAct5.latest', + 'sys.resourceCpuMaxLimited1.latest', + 'sys.resourceCpuMaxLimited5.latest', + 'sys.resourceCpuRun1.latest', + 'sys.resourceCpuRun5.latest', + 'vcResources.priviledgedcpuusage.avg', + 'vcResources.processcpuusage.avg', + 'vcResources.systemcpuusage.avg', + 'vcResources.systemnetusage.avg', + 'vcResources.usercpuusage.avg', + 'vsanDomObj.readCacheHitRate.latest', +} + +# All metrics that can be collected from VirtualMachines. +# The table maps a dd-formatted metric_name to a tuple containing: +# (collection_level, per_instance_collection_level, (optional)is_available_per_instance) +# Note: Only the keys of the dict are used, but the values can be useful later +# to decide how and when to collect per-instance level metrics. +VM_METRICS = { + 'cpu.costop.sum': (2, 3), + 'cpu.demand.avg': (2, 3), + 'cpu.demandEntitlementRatio.latest': (4, 4), + 'cpu.entitlement.latest': (2, 3), + 'cpu.idle.sum': (2, 3, True), + 'cpu.latency.avg': (2, 3), + 'cpu.maxlimited.sum': (2, 3, True), + 'cpu.overlap.sum': (3, 3, True), + 'cpu.readiness.avg': (4, 4), + 'cpu.ready.sum': (1, 3), + 'cpu.run.sum': (2, 3, True), + 'cpu.swapwait.sum': (3, 3), + 'cpu.system.sum': (3, 3, True), + 'cpu.usage.avg': (1, 3, True), + 'cpu.usage.max': (4, 4, True), + 'cpu.usage.min': (4, 4, True), + 'cpu.usage.raw': (4, 4, True), + 'cpu.usagemhz.avg': (1, 3), + 'cpu.usagemhz.max': (4, 4), + 'cpu.usagemhz.min': (4, 4), + 'cpu.usagemhz.raw': (4, 4), + 'cpu.used.sum': (3, 3, True), + 'cpu.wait.sum': (3, 3), + 'datastore.maxTotalLatency.latest': (3, 3), + 'datastore.numberReadAveraged.avg': (1, 3), + 'datastore.numberWriteAveraged.avg': (1, 3), + 'datastore.read.avg': (2, 2, True), + 'datastore.totalReadLatency.avg': (1, 3, True), + 'datastore.totalWriteLatency.avg': (1, 3, True), + 'datastore.write.avg': (2, 2, True), + 'disk.busResets.sum': (2, 3, True), + 'disk.commands.sum': (2, 3, True), + 'disk.commandsAborted.sum': (2, 3, True), + 'disk.commandsAveraged.avg': (2, 3, True), + 'disk.maxTotalLatency.latest': (1, 3), + 'disk.numberRead.sum': (3, 3, True), + 'disk.numberReadAveraged.avg': (1, 3), + 'disk.numberWrite.sum': (3, 3, True), + 'disk.numberWriteAveraged.avg': (1, 3), + 'disk.read.avg': (2, 3, True), + 'disk.usage.avg': (1, 3), + 'disk.usage.max': (4, 4), + 'disk.usage.min': (4, 4), + 'disk.usage.raw': (4, 4), + 'disk.write.avg': (2, 3, True), + 'hbr.hbrNetRx.avg': (4, 4), + 'hbr.hbrNetTx.avg': (4, 4), + 'mem.active.avg': (2, 3), + 'mem.active.max': (4, 4), + 'mem.active.min': (4, 4), + 'mem.active.raw': (4, 4), + 'mem.activewrite.avg': (2, 3), + 'mem.compressed.avg': (2, 3), + 'mem.compressionRate.avg': (2, 3), + 'mem.consumed.avg': (1, 3), + 'mem.consumed.max': (4, 4), + 'mem.consumed.min': (4, 4), + 'mem.consumed.raw': (4, 4), + 'mem.decompressionRate.avg': (2, 3), + 'mem.entitlement.avg': (2, 3), + 'mem.granted.avg': (2, 3), + 'mem.granted.max': (4, 4), + 'mem.granted.min': (4, 4), + 'mem.granted.raw': (4, 4), + 'mem.latency.avg': (2, 3), + 'mem.llSwapInRate.avg': (2, 3), + 'mem.llSwapOutRate.avg': (2, 3), + 'mem.llSwapUsed.avg': (4, 4), + 'mem.llSwapUsed.max': (4, 4), + 'mem.llSwapUsed.min': (4, 4), + 'mem.llSwapUsed.raw': (4, 4), + 'mem.overhead.avg': (1, 1), + 'mem.overhead.max': (4, 4), + 'mem.overhead.min': (4, 4), + 'mem.overhead.raw': (4, 4), + 'mem.overheadMax.avg': (2, 3), + 'mem.overheadTouched.avg': (4, 4), + 'mem.shared.avg': (2, 3), + 'mem.shared.max': (4, 4), + 'mem.shared.min': (4, 4), + 'mem.shared.raw': (4, 4), + 'mem.swapin.avg': (2, 3), + 'mem.swapin.max': (4, 4), + 'mem.swapin.min': (4, 4), + 'mem.swapin.raw': (4, 4), + 'mem.swapinRate.avg': (1, 3), + 'mem.swapout.avg': (2, 3), + 'mem.swapout.max': (4, 4), + 'mem.swapout.min': (4, 4), + 'mem.swapout.raw': (4, 4), + 'mem.swapoutRate.avg': (1, 3), + 'mem.swapped.avg': (2, 3), + 'mem.swapped.max': (4, 4), + 'mem.swapped.min': (4, 4), + 'mem.swapped.raw': (4, 4), + 'mem.swaptarget.avg': (2, 3), + 'mem.swaptarget.max': (4, 4), + 'mem.swaptarget.min': (4, 4), + 'mem.swaptarget.raw': (4, 4), + 'mem.usage.avg': (1, 3), + 'mem.usage.max': (4, 4), + 'mem.usage.min': (4, 4), + 'mem.usage.raw': (4, 4), + 'mem.vmmemctl.avg': (1, 3), + 'mem.vmmemctl.max': (4, 4), + 'mem.vmmemctl.min': (4, 4), + 'mem.vmmemctl.raw': (4, 4), + 'mem.vmmemctltarget.avg': (2, 3), + 'mem.vmmemctltarget.max': (4, 4), + 'mem.vmmemctltarget.min': (4, 4), + 'mem.vmmemctltarget.raw': (4, 4), + 'mem.zero.avg': (2, 3), + 'mem.zero.max': (4, 4), + 'mem.zero.min': (4, 4), + 'mem.zero.raw': (4, 4), + 'mem.zipSaved.latest': (2, 3), + 'mem.zipped.latest': (2, 3), + 'net.broadcastRx.sum': (2, 3, True), + 'net.broadcastTx.sum': (2, 3, True), + 'net.bytesRx.avg': (2, 3, True), + 'net.bytesTx.avg': (2, 3, True), + 'net.droppedRx.sum': (2, 3, True), + 'net.droppedTx.sum': (2, 3, True), + 'net.multicastRx.sum': (2, 3, True), + 'net.multicastTx.sum': (2, 3, True), + 'net.packetsRx.sum': (2, 3, True), + 'net.packetsTx.sum': (2, 3, True), + 'net.pnicBytesRx.avg': (4, 4, True), + 'net.pnicBytesTx.avg': (4, 4, True), + 'net.received.avg': (2, 3, True), + 'net.transmitted.avg': (2, 3, True), + 'net.usage.avg': (1, 3, True), + 'net.usage.max': (4, 4, True), + 'net.usage.min': (4, 4, True), + 'net.usage.raw': (4, 4, True), + 'power.energy.sum': (3, 3), + 'power.power.avg': (2, 3), + 'rescpu.actav1.latest': (3, 3), + 'rescpu.actav15.latest': (3, 3), + 'rescpu.actav5.latest': (3, 3), + 'rescpu.actpk1.latest': (3, 3), + 'rescpu.actpk15.latest': (3, 3), + 'rescpu.actpk5.latest': (3, 3), + 'rescpu.maxLimited1.latest': (3, 3), + 'rescpu.maxLimited15.latest': (3, 3), + 'rescpu.maxLimited5.latest': (3, 3), + 'rescpu.runav1.latest': (3, 3), + 'rescpu.runav15.latest': (3, 3), + 'rescpu.runav5.latest': (3, 3), + 'rescpu.runpk1.latest': (3, 3), + 'rescpu.runpk15.latest': (3, 3), + 'rescpu.runpk5.latest': (3, 3), + 'rescpu.sampleCount.latest': (3, 3), + 'rescpu.samplePeriod.latest': (3, 3), + 'sys.heartbeat.latest': (4, 4), + 'sys.heartbeat.sum': (1, 3), + 'sys.osUptime.latest': (4, 4), + 'sys.uptime.latest': (1, 3), + 'virtualDisk.busResets.sum': (2, 4, True), + 'virtualDisk.commandsAborted.sum': (2, 4, True), + 'virtualDisk.largeSeeks.latest': (4, 4, True), + 'virtualDisk.mediumSeeks.latest': (4, 4, True), + 'virtualDisk.numberReadAveraged.avg': (1, 3, True), + 'virtualDisk.numberWriteAveraged.avg': (1, 3, True), + 'virtualDisk.read.avg': (2, 2, True), + 'virtualDisk.readIOSize.latest': (4, 4, True), + 'virtualDisk.readLatencyUS.latest': (4, 4, True), + 'virtualDisk.readLoadMetric.latest': (2, 2, True), + 'virtualDisk.readOIO.latest': (2, 2, True), + 'virtualDisk.smallSeeks.latest': (4, 4, True), + 'virtualDisk.totalReadLatency.avg': (1, 3, True), + 'virtualDisk.totalWriteLatency.avg': (1, 3, True), + 'virtualDisk.write.avg': (2, 2, True), + 'virtualDisk.writeIOSize.latest': (4, 4, True), + 'virtualDisk.writeLatencyUS.latest': (4, 4, True), + 'virtualDisk.writeLoadMetric.latest': (2, 2, True), + 'virtualDisk.writeOIO.latest': (2, 2, True), +} + +# All metrics that can be collected from ESXi Hosts. +# The table maps a dd-formatted metric_name to a tuple containing: +# (collection_level, per_instance_collection_level, (optional)is_available_per_instance) +HOST_METRICS = { + 'cpu.coreUtilization.avg': (2, 3, True), + 'cpu.coreUtilization.max': (4, 4, True), + 'cpu.coreUtilization.min': (4, 4, True), + 'cpu.coreUtilization.raw': (4, 4, True), + 'cpu.costop.sum': (2, 3), + 'cpu.demand.avg': (2, 3), + 'cpu.idle.sum': (2, 3, True), + 'cpu.latency.avg': (2, 3), + 'cpu.readiness.avg': (4, 4), + 'cpu.ready.sum': (1, 3), + 'cpu.reservedCapacity.avg': (2, 3), + 'cpu.swapwait.sum': (3, 3), + 'cpu.totalCapacity.avg': (2, 3), + 'cpu.usage.avg': (1, 3, True), + 'cpu.usage.max': (4, 4, True), + 'cpu.usage.min': (4, 4, True), + 'cpu.usage.raw': (4, 4, True), + 'cpu.usagemhz.avg': (1, 3), + 'cpu.usagemhz.max': (4, 4), + 'cpu.usagemhz.min': (4, 4), + 'cpu.usagemhz.raw': (4, 4), + 'cpu.used.sum': (3, 3, True), + 'cpu.utilization.avg': (2, 3, True), + 'cpu.utilization.max': (4, 4, True), + 'cpu.utilization.min': (4, 4, True), + 'cpu.utilization.raw': (4, 4, True), + 'cpu.wait.sum': (3, 3), + 'datastore.datastoreIops.avg': (1, 3, True), + 'datastore.datastoreMaxQueueDepth.latest': (1, 3, True), + 'datastore.datastoreNormalReadLatency.latest': (2, 2, True), + 'datastore.datastoreNormalWriteLatency.latest': (2, 2, True), + 'datastore.datastoreReadBytes.latest': (2, 2, True), + 'datastore.datastoreReadIops.latest': (1, 3, True), + 'datastore.datastoreReadLoadMetric.latest': (4, 4, True), + 'datastore.datastoreReadOIO.latest': (1, 3, True), + 'datastore.datastoreVMObservedLatency.latest': (1, 3, True), + 'datastore.datastoreWriteBytes.latest': (2, 2, True), + 'datastore.datastoreWriteIops.latest': (1, 3, True), + 'datastore.datastoreWriteLoadMetric.latest': (4, 4, True), + 'datastore.datastoreWriteOIO.latest': (1, 3, True), + 'datastore.maxTotalLatency.latest': (3, 3), + 'datastore.numberReadAveraged.avg': (1, 3), + 'datastore.numberWriteAveraged.avg': (1, 3), + 'datastore.read.avg': (2, 2, True), + 'datastore.siocActiveTimePercentage.avg': (1, 3, True), + 'datastore.sizeNormalizedDatastoreLatency.avg': (1, 3, True), + 'datastore.totalReadLatency.avg': (1, 3, True), + 'datastore.totalWriteLatency.avg': (1, 3, True), + 'datastore.write.avg': (2, 2, True), + 'disk.busResets.sum': (2, 3, True), + 'disk.commands.sum': (2, 3, True), + 'disk.commandsAborted.sum': (2, 3, True), + 'disk.commandsAveraged.avg': (2, 3, True), + 'disk.deviceLatency.avg': (1, 3, True), + 'disk.deviceReadLatency.avg': (2, 3, True), + 'disk.deviceWriteLatency.avg': (2, 3, True), + 'disk.kernelLatency.avg': (2, 3, True), + 'disk.kernelReadLatency.avg': (2, 3, True), + 'disk.kernelWriteLatency.avg': (2, 3, True), + 'disk.maxQueueDepth.avg': (1, 3, True), + 'disk.maxTotalLatency.latest': (1, 3), + 'disk.numberRead.sum': (3, 3, True), + 'disk.numberReadAveraged.avg': (1, 3), + 'disk.numberWrite.sum': (3, 3, True), + 'disk.numberWriteAveraged.avg': (1, 3), + 'disk.queueLatency.avg': (2, 3, True), + 'disk.queueReadLatency.avg': (2, 3, True), + 'disk.queueWriteLatency.avg': (2, 3, True), + 'disk.read.avg': (2, 3, True), + 'disk.scsiReservationCnflctsPct.avg': (4, 4, True), + 'disk.scsiReservationConflicts.sum': (2, 2, True), + 'disk.totalLatency.avg': (3, 3, True), + 'disk.totalReadLatency.avg': (2, 3, True), + 'disk.totalWriteLatency.avg': (2, 3, True), + 'disk.usage.avg': (1, 3), + 'disk.usage.max': (4, 4), + 'disk.usage.min': (4, 4), + 'disk.usage.raw': (4, 4), + 'disk.write.avg': (2, 3, True), + 'hbr.hbrNetRx.avg': (4, 4), + 'hbr.hbrNetTx.avg': (4, 4), + 'hbr.hbrNumVms.avg': (4, 4), + 'mem.active.avg': (2, 3), + 'mem.active.max': (4, 4), + 'mem.active.min': (4, 4), + 'mem.active.raw': (4, 4), + 'mem.activewrite.avg': (2, 3), + 'mem.compressed.avg': (2, 3), + 'mem.compressionRate.avg': (2, 3), + 'mem.consumed.avg': (1, 3), + 'mem.consumed.max': (4, 4), + 'mem.consumed.min': (4, 4), + 'mem.consumed.raw': (4, 4), + 'mem.consumed.userworlds.avg': (2, 4), + 'mem.consumed.vms.avg': (2, 4), + 'mem.decompressionRate.avg': (2, 3), + 'mem.granted.avg': (2, 3), + 'mem.granted.max': (4, 4), + 'mem.granted.min': (4, 4), + 'mem.granted.raw': (4, 4), + 'mem.heap.avg': (4, 4), + 'mem.heap.max': (4, 4), + 'mem.heap.min': (4, 4), + 'mem.heap.raw': (4, 4), + 'mem.heapfree.avg': (4, 4), + 'mem.heapfree.max': (4, 4), + 'mem.heapfree.min': (4, 4), + 'mem.heapfree.raw': (4, 4), + 'mem.latency.avg': (2, 3), + 'mem.llSwapIn.avg': (4, 4), + 'mem.llSwapIn.max': (4, 4), + 'mem.llSwapIn.min': (4, 4), + 'mem.llSwapIn.raw': (4, 4), + 'mem.llSwapInRate.avg': (2, 3), + 'mem.llSwapOut.avg': (4, 4), + 'mem.llSwapOut.max': (4, 4), + 'mem.llSwapOut.min': (4, 4), + 'mem.llSwapOut.raw': (4, 4), + 'mem.llSwapOutRate.avg': (2, 3), + 'mem.llSwapUsed.avg': (4, 4), + 'mem.llSwapUsed.max': (4, 4), + 'mem.llSwapUsed.min': (4, 4), + 'mem.llSwapUsed.raw': (4, 4), + 'mem.lowfreethreshold.avg': (2, 3), + 'mem.overhead.avg': (1, 1), + 'mem.overhead.max': (4, 4), + 'mem.overhead.min': (4, 4), + 'mem.overhead.raw': (4, 4), + 'mem.reservedCapacity.avg': (2, 3), + 'mem.shared.avg': (2, 3), + 'mem.shared.max': (4, 4), + 'mem.shared.min': (4, 4), + 'mem.shared.raw': (4, 4), + 'mem.sharedcommon.avg': (2, 3), + 'mem.sharedcommon.max': (4, 4), + 'mem.sharedcommon.min': (4, 4), + 'mem.sharedcommon.raw': (4, 4), + 'mem.state.latest': (2, 3), + 'mem.swapin.avg': (2, 3), + 'mem.swapin.max': (4, 4), + 'mem.swapin.min': (4, 4), + 'mem.swapin.raw': (4, 4), + 'mem.swapinRate.avg': (1, 3), + 'mem.swapout.avg': (2, 3), + 'mem.swapout.max': (4, 4), + 'mem.swapout.min': (4, 4), + 'mem.swapout.raw': (4, 4), + 'mem.swapoutRate.avg': (1, 3), + 'mem.swapused.avg': (2, 3), + 'mem.swapused.max': (4, 4), + 'mem.swapused.min': (4, 4), + 'mem.swapused.raw': (4, 4), + 'mem.sysUsage.avg': (2, 3), + 'mem.sysUsage.max': (4, 4), + 'mem.sysUsage.min': (4, 4), + 'mem.sysUsage.raw': (4, 4), + 'mem.totalCapacity.avg': (2, 3), + 'mem.unreserved.avg': (2, 3), + 'mem.unreserved.max': (4, 4), + 'mem.unreserved.min': (4, 4), + 'mem.unreserved.raw': (4, 4), + 'mem.usage.avg': (1, 3), + 'mem.usage.max': (4, 4), + 'mem.usage.min': (4, 4), + 'mem.usage.raw': (4, 4), + 'mem.vmfs.pbc.capMissRatio.latest': (4, 4), + 'mem.vmfs.pbc.overhead.latest': (4, 4), + 'mem.vmfs.pbc.size.latest': (4, 4), + 'mem.vmfs.pbc.sizeMax.latest': (4, 4), + 'mem.vmfs.pbc.workingSet.latest': (4, 4), + 'mem.vmfs.pbc.workingSetMax.latest': (4, 4), + 'mem.vmmemctl.avg': (1, 3), + 'mem.vmmemctl.max': (4, 4), + 'mem.vmmemctl.min': (4, 4), + 'mem.vmmemctl.raw': (4, 4), + 'mem.zero.avg': (2, 3), + 'mem.zero.max': (4, 4), + 'mem.zero.min': (4, 4), + 'mem.zero.raw': (4, 4), + 'net.broadcastRx.sum': (2, 3, True), + 'net.broadcastTx.sum': (2, 3, True), + 'net.bytesRx.avg': (2, 3, True), + 'net.bytesTx.avg': (2, 3, True), + 'net.droppedRx.sum': (2, 3, True), + 'net.droppedTx.sum': (2, 3, True), + 'net.errorsRx.sum': (2, 3, True), + 'net.errorsTx.sum': (2, 3, True), + 'net.multicastRx.sum': (2, 3, True), + 'net.multicastTx.sum': (2, 3, True), + 'net.packetsRx.sum': (2, 3, True), + 'net.packetsTx.sum': (2, 3, True), + 'net.received.avg': (2, 3, True), + 'net.transmitted.avg': (2, 3, True), + 'net.unknownProtos.sum': (2, 3, True), + 'net.usage.avg': (1, 3, True), + 'net.usage.max': (4, 4, True), + 'net.usage.min': (4, 4, True), + 'net.usage.raw': (4, 4, True), + 'power.energy.sum': (3, 3), + 'power.power.avg': (2, 3), + 'power.powerCap.avg': (3, 3), + 'rescpu.actav1.latest': (3, 3), + 'rescpu.actav15.latest': (3, 3), + 'rescpu.actav5.latest': (3, 3), + 'rescpu.actpk1.latest': (3, 3), + 'rescpu.actpk15.latest': (3, 3), + 'rescpu.actpk5.latest': (3, 3), + 'rescpu.maxLimited1.latest': (3, 3), + 'rescpu.maxLimited15.latest': (3, 3), + 'rescpu.maxLimited5.latest': (3, 3), + 'rescpu.runav1.latest': (3, 3), + 'rescpu.runav15.latest': (3, 3), + 'rescpu.runav5.latest': (3, 3), + 'rescpu.runpk1.latest': (3, 3), + 'rescpu.runpk15.latest': (3, 3), + 'rescpu.runpk5.latest': (3, 3), + 'rescpu.sampleCount.latest': (3, 3), + 'rescpu.samplePeriod.latest': (3, 3), + 'storageAdapter.commandsAveraged.avg': (2, 2, True), + 'storageAdapter.maxTotalLatency.latest': (3, 3), + 'storageAdapter.numberReadAveraged.avg': (2, 2, True), + 'storageAdapter.numberWriteAveraged.avg': (2, 2, True), + 'storageAdapter.outstandingIOs.avg': (2, 2, True), + 'storageAdapter.queueDepth.avg': (2, 2, True), + 'storageAdapter.queueLatency.avg': (2, 2, True), + 'storageAdapter.queued.avg': (2, 2, True), + 'storageAdapter.read.avg': (2, 2, True), + 'storageAdapter.totalReadLatency.avg': (2, 2, True), + 'storageAdapter.totalWriteLatency.avg': (2, 2, True), + 'storageAdapter.write.avg': (2, 2, True), + 'storagePath.busResets.sum': (2, 3, True), + 'storagePath.commandsAborted.sum': (2, 3, True), + 'storagePath.commandsAveraged.avg': (3, 3, True), + 'storagePath.maxTotalLatency.latest': (3, 3), + 'storagePath.numberReadAveraged.avg': (3, 3, True), + 'storagePath.numberWriteAveraged.avg': (3, 3, True), + 'storagePath.read.avg': (3, 3, True), + 'storagePath.totalReadLatency.avg': (3, 3, True), + 'storagePath.totalWriteLatency.avg': (3, 3, True), + 'storagePath.write.avg': (3, 3, True), + 'sys.resourceCpuAct1.latest': (3, 3, True), + 'sys.resourceCpuAct5.latest': (3, 3, True), + 'sys.resourceCpuAllocMax.latest': (3, 3, True), + 'sys.resourceCpuAllocMin.latest': (3, 3, True), + 'sys.resourceCpuAllocShares.latest': (3, 3, True), + 'sys.resourceCpuMaxLimited1.latest': (3, 3, True), + 'sys.resourceCpuMaxLimited5.latest': (3, 3, True), + 'sys.resourceCpuRun1.latest': (3, 3, True), + 'sys.resourceCpuRun5.latest': (3, 3, True), + 'sys.resourceCpuUsage.avg': (3, 3, True), + 'sys.resourceCpuUsage.max': (4, 4, True), + 'sys.resourceCpuUsage.min': (4, 4, True), + 'sys.resourceCpuUsage.raw': (4, 4, True), + 'sys.resourceFdUsage.latest': (4, 4, True), + 'sys.resourceMemAllocMax.latest': (3, 3, True), + 'sys.resourceMemAllocMin.latest': (3, 3, True), + 'sys.resourceMemAllocShares.latest': (3, 3, True), + 'sys.resourceMemConsumed.latest': (4, 4, True), + 'sys.resourceMemCow.latest': (3, 3, True), + 'sys.resourceMemMapped.latest': (3, 3, True), + 'sys.resourceMemOverhead.latest': (3, 3, True), + 'sys.resourceMemShared.latest': (3, 3, True), + 'sys.resourceMemSwapped.latest': (3, 3, True), + 'sys.resourceMemTouched.latest': (3, 3, True), + 'sys.resourceMemZero.latest': (3, 3, True), + 'sys.uptime.latest': (1, 3), + 'virtualDisk.busResets.sum': (2, 4, True), + 'virtualDisk.commandsAborted.sum': (2, 4, True), +} + +# All metrics that can be collected from Datastores. +# The table maps a dd-formatted metric_name to a tuple containing: +# (collection_level, per_instance_collection_level, (optional)is_available_per_instance) +DATASTORE_METRICS = { + 'datastore.busResets.sum': (2, 2, True), + 'datastore.commandsAborted.sum': (2, 2, True), + 'datastore.numberReadAveraged.avg': (1, 3), + 'datastore.numberWriteAveraged.avg': (1, 3), + 'datastore.throughput.contention.avg': (4, 4, True), + 'datastore.throughput.usage.avg': (4, 4, True), + 'disk.busResets.sum': (2, 3, True), + 'disk.capacity.contention.avg': (4, 4), + 'disk.capacity.latest': (1, 3), + 'disk.capacity.provisioned.avg': (4, 4), + 'disk.capacity.usage.avg': (4, 4, True), + 'disk.numberReadAveraged.avg': (1, 3), + 'disk.numberWriteAveraged.avg': (1, 3), + 'disk.provisioned.latest': (1, 1, True), + 'disk.unshared.latest': (1, 1, True), + 'disk.used.latest': (1, 1, True), +} + +# All metrics that can be collected from Datacenters. +# The table maps a dd-formatted metric_name to a tuple containing: +# (collection_level, per_instance_collection_level, (optional)is_available_per_instance) +DATACENTER_METRICS = { + 'vmop.numChangeDS.latest': (1, 3), + 'vmop.numChangeHost.latest': (1, 3), + 'vmop.numChangeHostDS.latest': (1, 3), + 'vmop.numClone.latest': (1, 3), + 'vmop.numCreate.latest': (1, 3), + 'vmop.numDeploy.latest': (1, 3), + 'vmop.numDestroy.latest': (1, 3), + 'vmop.numPoweroff.latest': (1, 3), + 'vmop.numPoweron.latest': (1, 3), + 'vmop.numRebootGuest.latest': (1, 3), + 'vmop.numReconfigure.latest': (1, 3), + 'vmop.numRegister.latest': (1, 3), + 'vmop.numReset.latest': (1, 3), + 'vmop.numSVMotion.latest': (1, 3), + 'vmop.numShutdownGuest.latest': (1, 3), + 'vmop.numStandbyGuest.latest': (1, 3), + 'vmop.numSuspend.latest': (1, 3), + 'vmop.numUnregister.latest': (1, 3), + 'vmop.numVMotion.latest': (1, 3), + 'vmop.numXVMotion.latest': (1, 3), +} + +# All metrics that can be collected from Clusters. +# The table maps a dd-formatted metric_name to a tuple containing: +# (collection_level, per_instance_collection_level, (optional)is_available_per_instance) +CLUSTER_METRICS = { + # clusterServices are only available for DRS and HA clusters, and are causing errors. Let's deactivate for now + # but they were collected before so investigate why + 'clusterServices.cpufairness.latest': (1, 3), + 'clusterServices.effectivecpu.avg': (1, 3), + 'clusterServices.effectivemem.avg': (1, 3), + 'clusterServices.failover.latest': (1, 3), + 'clusterServices.memfairness.latest': (1, 3), + 'cpu.totalmhz.avg': (1, 3), + 'cpu.usage.avg': (1, 3, True), + 'cpu.usagemhz.avg': (1, 3), + 'mem.consumed.avg': (1, 3), + 'mem.overhead.avg': (1, 1), + 'mem.totalmb.avg': (1, 3), + 'mem.usage.avg': (1, 3), + 'mem.vmmemctl.avg': (1, 3), + 'vmop.numChangeDS.latest': (1, 3), + 'vmop.numChangeHost.latest': (1, 3), + 'vmop.numChangeHostDS.latest': (1, 3), + 'vmop.numClone.latest': (1, 3), + 'vmop.numCreate.latest': (1, 3), + 'vmop.numDeploy.latest': (1, 3), + 'vmop.numDestroy.latest': (1, 3), + 'vmop.numPoweroff.latest': (1, 3), + 'vmop.numPoweron.latest': (1, 3), + 'vmop.numRebootGuest.latest': (1, 3), + 'vmop.numReconfigure.latest': (1, 3), + 'vmop.numRegister.latest': (1, 3), + 'vmop.numReset.latest': (1, 3), + 'vmop.numSVMotion.latest': (1, 3), + 'vmop.numShutdownGuest.latest': (1, 3), + 'vmop.numStandbyGuest.latest': (1, 3), + 'vmop.numSuspend.latest': (1, 3), + 'vmop.numUnregister.latest': (1, 3), + 'vmop.numVMotion.latest': (1, 3), + 'vmop.numXVMotion.latest': (1, 3), +} + +ALLOWED_METRICS_FOR_MOR = { + vim.VirtualMachine: VM_METRICS, + vim.HostSystem: HOST_METRICS, + vim.Datacenter: DATACENTER_METRICS, + vim.Datastore: DATASTORE_METRICS, + vim.ClusterComputeResource: CLUSTER_METRICS, +} diff --git a/vsphere/datadog_checks/vsphere/utils.py b/vsphere/datadog_checks/vsphere/utils.py new file mode 100644 index 0000000000000..a53d2cecf03e9 --- /dev/null +++ b/vsphere/datadog_checks/vsphere/utils.py @@ -0,0 +1,136 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +from pyVmomi import vim + +from datadog_checks.base import to_string +from datadog_checks.vsphere.constants import MOR_TYPE_AS_STRING, REFERENCE_METRIC, SHORT_ROLLUP + + +def format_metric_name(counter): + return "{}.{}.{}".format( + to_string(counter.groupInfo.key), to_string(counter.nameInfo.key), SHORT_ROLLUP[str(counter.rollupType)], + ) + + +def match_any_regex(string, regexes): + for regex in regexes: + match = regex.match(string) + if match: + return True + return False + + +def is_resource_excluded_by_filters(mor, infrastructure_data, resource_filters): + resource_type = MOR_TYPE_AS_STRING[type(mor)] + + if not [f for f in resource_filters if f[0] == resource_type]: + # No filter for this resource, collect everything + return False + + name_filter = resource_filters.get((resource_type, 'name')) + inventory_path_filter = resource_filters.get((resource_type, 'inventory_path')) + hostname_filter = resource_filters.get((resource_type, 'hostname')) + guest_hostname_filter = resource_filters.get((resource_type, 'guest_hostname')) + + if name_filter: + mor_name = infrastructure_data.get(mor).get("name", "") + if match_any_regex(mor_name, name_filter): + return False + if inventory_path_filter: + path = make_inventory_path(mor, infrastructure_data) + if match_any_regex(path, inventory_path_filter): + return False + + if hostname_filter and isinstance(mor, vim.VirtualMachine): + host = infrastructure_data.get(mor).get("runtime.host") + hostname = infrastructure_data.get(host, {}).get("name", "") + if match_any_regex(hostname, hostname_filter): + return False + if guest_hostname_filter and isinstance(mor, vim.VirtualMachine): + guest_hostname = infrastructure_data.get(mor, {}).get("guest.hostName", "") + if match_any_regex(guest_hostname, guest_hostname_filter): + return False + + return True + + +def is_metric_excluded_by_filters(metric_name, mor_type, metric_filters): + if metric_name.startswith(REFERENCE_METRIC): + # Always collect at least one metric for reference + return False + filters = metric_filters.get(MOR_TYPE_AS_STRING[mor_type]) + if not filters: + # No filters means collect everything + return False + if match_any_regex(metric_name, filters): + return False + + return True + + +def make_inventory_path(mor, infrastructure_data): + mor_name = infrastructure_data.get(mor).get('name', '') + mor_parent = infrastructure_data.get(mor).get('parent') + if mor_parent: + return make_inventory_path(mor_parent, infrastructure_data) + '/' + mor_name + return '' + + +def get_parent_tags_recursively(mor, infrastructure_data): + """Go up the resources hierarchy from the given mor. Note that a host running a VM is not considered to be a + parent of that VM. + + rootFolder(vim.Folder): + - vm(vim.Folder): + VM1-1 + VM1-2 + - host(vim.Folder): + HOST1 + HOST2 + + """ + mor_props = infrastructure_data.get(mor) + parent = mor_props.get('parent') + if parent: + tags = [] + parent_props = infrastructure_data.get(parent, {}) + parent_name = to_string(parent_props.get('name', 'unknown')) + if isinstance(parent, vim.HostSystem): + tags.append('vsphere_host:{}'.format(parent_name)) + elif isinstance(parent, vim.Folder): + tags.append('vsphere_folder:{}'.format(parent_name)) + elif isinstance(parent, vim.ComputeResource): + if isinstance(parent, vim.ClusterComputeResource): + tags.append('vsphere_cluster:{}'.format(parent_name)) + tags.append('vsphere_compute:{}'.format(parent_name)) + elif isinstance(parent, vim.Datacenter): + tags.append('vsphere_datacenter:{}'.format(parent_name)) + elif isinstance(parent, vim.Datastore): + tags.append('vsphere_datastore:{}'.format(parent_name)) + + parent_tags = get_parent_tags_recursively(parent, infrastructure_data) + parent_tags.extend(tags) + return parent_tags + return [] + + +def should_collect_per_instance_values(metric_name, resource_type): + # TODO: Implement. For now we don't collect per-instance level metrics (aka per-core for cpu, per-vm for disk etc.) + # TODO: Collecting per-instance metrics is really expensive for big environments and has usually little value. + # TODO: Also that adds an extra layer of complexity where users have to set `instance:none` to see the correct + # value. + return False + + +def get_mapped_instance_tag(metric_name): + """When collecting per-instance metric, the `instance` tag can mean a lot of different things. The meaning of the + tag cannot be guessed by looking at the api results and has to be infered using documentation or experience. + This method acts as a utility to map a metric_name to the meaning of its instance tag. + TODO: More + """ + if metric_name.startswith('cpu'): + return 'cpu_core' + elif metric_name.startswith('disk'): + return 'vm' + return 'instance' diff --git a/vsphere/datadog_checks/vsphere/vsphere_new.py b/vsphere/datadog_checks/vsphere/vsphere_new.py new file mode 100644 index 0000000000000..5e89f7f1439b7 --- /dev/null +++ b/vsphere/datadog_checks/vsphere/vsphere_new.py @@ -0,0 +1,460 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +from __future__ import division + +from collections import defaultdict +from concurrent.futures import as_completed +from concurrent.futures.thread import ThreadPoolExecutor +from datetime import datetime, timedelta +from itertools import chain + +from pyVmomi import vim +from six import iteritems + +from datadog_checks.base import AgentCheck, is_affirmative, to_string +from datadog_checks.base.checks.libs.timer import Timer +from datadog_checks.stubs import datadog_agent +from datadog_checks.vsphere.api import APIConnectionError, VSphereAPI +from datadog_checks.vsphere.cache import InfrastructureCache, MetricsMetadataCache +from datadog_checks.vsphere.config import VSphereConfig +from datadog_checks.vsphere.constants import ( + DEFAULT_MAX_QUERY_METRICS, + HISTORICAL_RESOURCES, + MAX_QUERY_METRICS_OPTION, + REALTIME_METRICS_INTERVAL_ID, + REALTIME_RESOURCES, +) +from datadog_checks.vsphere.legacy.event import VSphereEvent +from datadog_checks.vsphere.metrics import ALLOWED_METRICS_FOR_MOR, PERCENT_METRICS +from datadog_checks.vsphere.utils import ( + MOR_TYPE_AS_STRING, + format_metric_name, + get_mapped_instance_tag, + get_parent_tags_recursively, + is_metric_excluded_by_filters, + is_resource_excluded_by_filters, + should_collect_per_instance_values, +) + +SERVICE_CHECK_NAME = 'can_connect' + + +class VSphereCheck(AgentCheck): + __NAMESPACE__ = 'vsphere' + + def __new__(cls, name, init_config, instances): + """For backward compatibility reasons, there are two side-by-side implementations of the VSphereCheck. + Instantiating this class will return an instance of the legacy integration for existing users and + an instance of the new implementation for new users.""" + if is_affirmative(instances[0].get('use_legacy_check_version', True)): + from datadog_checks.vsphere.legacy.vsphere_legacy import VSphereLegacyCheck + + return VSphereLegacyCheck(name, init_config, instances) + return super(VSphereCheck, cls).__new__(cls) + + def __init__(self, name, init_config, instances): + super(VSphereCheck, self).__init__(name, init_config, instances) + self.config = VSphereConfig(self.instance, self.log) + + self.latest_event_query = datetime.now() + self.infrastructure_cache = InfrastructureCache(interval_sec=self.config.refresh_infrastructure_cache_interval) + self.metrics_metadata_cache = MetricsMetadataCache( + interval_sec=self.config.refresh_metrics_metadata_cache_interval + ) + self.api = None + # Do not override `AgentCheck.hostname` + self._hostname = None + self.thread_pool = ThreadPoolExecutor(max_workers=self.config.threads_count) + self.check_initializations.append(self.initiate_api_connection) + + def initiate_api_connection(self): + try: + self.log.debug( + "Connecting to the vCenter API %s with username %s...", self.config.hostname, self.config.username + ) + self.api = VSphereAPI(self.config, self.log) + self.log.debug("Connected") + except APIConnectionError: + self.log.error("Cannot authenticate to vCenter API. The check will not run.") + self.service_check(SERVICE_CHECK_NAME, AgentCheck.CRITICAL, tags=self.config.base_tags, hostname=None) + raise + + def refresh_metrics_metadata_cache(self): + """Request the list of counters (metrics) from vSphere and store them in a cache.""" + self.log.debug( + "Refreshing the metrics metadata cache. Collecting all counters metadata for collection_level=%d", + self.config.collection_level, + ) + t0 = Timer() + counters = self.api.get_perf_counter_by_level(self.config.collection_level) + self.gauge( + "datadog.vsphere.refresh_metrics_metadata_cache.time", + t0.total(), + tags=self.config.base_tags, + raw=True, + hostname=self._hostname, + ) + self.log.debug("Collected %d counters metadata in %.3f seconds.", len(counters), t0.total()) + + for mor_type in self.config.collected_resource_types: + allowed_counters = [] + for c in counters: + metric_name = format_metric_name(c) + if metric_name in ALLOWED_METRICS_FOR_MOR[mor_type] and not is_metric_excluded_by_filters( + metric_name, mor_type, self.config.metric_filters + ): + allowed_counters.append(c) + metadata = {c.key: format_metric_name(c) for c in allowed_counters} + self.metrics_metadata_cache.set_metadata(mor_type, metadata) + + # TODO: Later - Understand how much data actually changes between check runs + # Apparently only when the server restarts? + # https://pubs.vmware.com/vsphere-50/index.jsp?topic=%2Fcom.vmware.wssdk.pg.doc_50%2FPG_Ch16_Performance.18.5.html + + def refresh_infrastructure_cache(self): + """Fetch the complete infrastructure, generate tags for each monitored resources and store all of that + into the infrastructure_cache. It also computes the resource `hostname` property to be used when submitting + metrics for this mor.""" + self.log.debug("Refreshing the infrastructure cache...") + t0 = Timer() + infrastructure_data = self.api.get_infrastructure() + self.gauge( + "datadog.vsphere.refresh_infrastructure_cache.time", + t0.total(), + tags=self.config.base_tags, + raw=True, + hostname=self._hostname, + ) + self.log.debug("Infrastructure cache refreshed in %.3f seconds.", t0.total()) + + for mor, properties in iteritems(infrastructure_data): + if not isinstance(mor, tuple(self.config.collected_resource_types)): + # Do nothing for the resource types we do not collect + continue + if is_resource_excluded_by_filters(mor, infrastructure_data, self.config.resource_filters): + # The resource does not match the specified patterns + continue + + mor_name = to_string(properties.get("name", "unknown")) + mor_type_str = MOR_TYPE_AS_STRING[type(mor)] + hostname = None + tags = [] + + if isinstance(mor, vim.VirtualMachine): + power_state = properties.get("runtime.powerState") + if power_state != vim.VirtualMachinePowerState.poweredOn: + # Skipping because the VM is not powered on + # TODO: Sometimes VM are "poweredOn" but "disconnected" and thus have no metrics + self.log.debug("Skipping VM %s in state %s", mor_name, to_string(power_state)) + continue + + # Hosts are not considered as parents of the VMs they run, we use the `runtime.host` property + # to get the name of the ESXi host + runtime_host = properties.get("runtime.host") + runtime_host_props = infrastructure_data.get(runtime_host, {}) + runtime_hostname = to_string(runtime_host_props.get("name", "unknown")) + tags.append('vsphere_host:{}'.format(runtime_hostname)) + + if self.config.use_guest_hostname: + hostname = properties.get("guest.hostName", mor_name) + else: + hostname = mor_name + elif isinstance(mor, vim.HostSystem): + hostname = mor_name + else: + tags.append('vsphere_{}:{}'.format(mor_type_str, mor_name)) + + tags.extend(get_parent_tags_recursively(mor, infrastructure_data)) + tags.append('vsphere_type:{}'.format(mor_type_str)) + mor_payload = {"tags": tags} + if hostname: + mor_payload['hostname'] = hostname + + self.infrastructure_cache.set_mor_data(mor, mor_payload) + + def submit_metrics_callback(self, query_results): + """Callback of the collection of metrics. This is run in the main thread!""" + for results_per_mor in query_results: + mor_props = self.infrastructure_cache.get_mor_props(results_per_mor.entity) + if mor_props is None: + self.log.debug( + "Skipping results for mor %s because the integration is not yet aware of it. If this is a problem" + " you can increase the value of 'refresh_infrastructure_cache_interval'.", + results_per_mor.entity, + ) + continue + resource_type = type(results_per_mor.entity) + metadata = self.metrics_metadata_cache.get_metadata(resource_type) + for result in results_per_mor.value: + metric_name = metadata.get(result.id.counterId) + if not metric_name: + # Fail-safe + self.log.debug( + "Skipping value for counter %s, because the integration doesn't have metadata about it. If this" + " is a problem you can increase the value of 'refresh_metrics_metadata_cache_interval'", + result.id.counterId, + ) + continue + + if not result.value: + self.log.debug("Skipping metric %s because the value is empty", to_string(metric_name)) + continue + + # Get the most recent value that isn't negative + valid_values = [v for v in result.value if v >= 0] + if not valid_values: + self.log.debug( + "Skipping metric %s because the value returned by vCenter" + " is negative (i.e. the metric is not yet available).", + to_string(metric_name), + ) + continue + value = valid_values[-1] + if metric_name in PERCENT_METRICS: + # Convert the percentage to a float. + value /= 100.0 + + tags = [] + if should_collect_per_instance_values(metric_name, resource_type): + instance_tag_key = get_mapped_instance_tag(metric_name) + instance_tag_value = result.id.instance or 'none' + tags.append('{}:{}'.format(instance_tag_key, instance_tag_value)) + + if resource_type in HISTORICAL_RESOURCES: + # Tags are attached to the metrics + tags.extend(mor_props['tags']) + hostname = None + else: + # Tags are (mostly) submitted as external host tags. + hostname = to_string(mor_props.get('hostname')) + if self.config.excluded_host_tags: + tags.extend( + [t for t in mor_props['tags'] if t.split(":", 1)[0] in self.config.excluded_host_tags] + ) + + tags.extend(self.config.base_tags) + + # vsphere "rates" should be submitted as gauges (rate is + # precomputed). + self.gauge(to_string(metric_name), value, hostname=hostname, tags=tags) + + def query_metrics_wrapper(self, query_specs): + """Just an instrumentation wrapper around the VSphereAPI.query_metrics method + Warning: called in threads + """ + t0 = Timer() + metrics_values = self.api.query_metrics(query_specs) + self.histogram('datadog.vsphere.query_metrics.time', t0.total(), tags=self.config.base_tags, raw=True) + return metrics_values + + def make_query_specs(self): + for resource_type in self.config.collected_resource_types: + mors = self.infrastructure_cache.get_mors(resource_type) + counters = self.metrics_metadata_cache.get_metadata(resource_type) + metric_ids = [] + for counter_key, metric_name in iteritems(counters): + instance = "" + if should_collect_per_instance_values(metric_name, resource_type): + instance = "*" + metric_ids.append(vim.PerformanceManager.MetricId(counterId=counter_key, instance=instance)) + + for batch in self.make_batch(mors, metric_ids, resource_type): + query_specs = [] + for mor, metrics in iteritems(batch): + query_spec = vim.PerformanceManager.QuerySpec() + query_spec.entity = mor + query_spec.metricId = metrics + if resource_type in REALTIME_RESOURCES: + query_spec.intervalId = REALTIME_METRICS_INTERVAL_ID + query_spec.maxSample = 1 # Request a single datapoint + else: + # We cannot use `maxSample` for historical metrics, let's specify a timewindow that will + # contain at least one element + query_spec.startTime = datetime.now() - timedelta(hours=2) + query_specs.append(query_spec) + if query_specs: + yield query_specs + + def collect_metrics_async(self): + """Run queries in multiple threads and wait for completion.""" + tasks = [] + try: + for query_specs in self.make_query_specs(): + tasks.append(self.thread_pool.submit(self.query_metrics_wrapper, query_specs)) + except Exception as e: + self.log.warning("Unable to schedule all metric collection tasks: %s", e) + finally: + self.log.debug("Queued all %d tasks, waiting for completion.", len(tasks)) + for future in as_completed(tasks): + e = future.exception() + if e is not None: + self.log.warning("A metric collection API call failed with the following error: %s", e) + continue + results = future.result() + if not results: + self.log.debug("A metric collection API call did not return data.") + continue + + try: + # Callback is called in the main thread + self.submit_metrics_callback(results) + except Exception as e: + self.log.exception( + "Exception '%s' raised during the submit_metrics_callback. " + "Ignoring the error and continuing execution.", + e, + ) + + def make_batch(self, mors, metric_ids, resource_type): + """Iterates over mor and generate batches with a fixed number of metrics to query. + Querying multiple resource types in the same call is error prone if we query a cluster metric. Indeed, + cluster metrics result in an unpredicatable number of internal metric queries which all count towards + max_query_metrics. Therefore often collecting a single cluster metric can make the whole call to fail. That's + why we should never batch cluster metrics with anything else. + """ + # Safeguard, let's avoid collecting multiple resources in the same call + mors = [m for m in mors if isinstance(m, resource_type)] + + if resource_type == vim.ClusterComputeResource: + # Cluster metrics are unpredictable and a single call can max out the limit. Always collect them one by one. + max_batch_size = 1 + elif resource_type in REALTIME_RESOURCES or self.config.max_historical_metrics < 0: + # Queries are not limited by vCenter + max_batch_size = self.config.metrics_per_query + else: + # Collection is limited by the value of `max_query_metrics` + if self.config.metrics_per_query < 0: + max_batch_size = self.config.max_historical_metrics + else: + max_batch_size = min(self.config.metrics_per_query, self.config.max_historical_metrics) + + batch = defaultdict(list) + batch_size = 0 + for m in mors: + for metric in metric_ids: + if batch_size == max_batch_size: + yield batch + batch = defaultdict(list) + batch_size = 0 + batch[m].append(metric) + batch_size += 1 + # Do not yield an empty batch + if batch: + yield batch + + def submit_external_host_tags(self): + """Send external host tags to the Datadog backend. This is only useful for a REALTIME instance because + only VMs and Hosts appear as 'datadog hosts'.""" + external_host_tags = [] + hosts = self.infrastructure_cache.get_mors(vim.HostSystem) + vms = self.infrastructure_cache.get_mors(vim.VirtualMachine) + + for mor in chain(hosts, vms): + # Safeguard if some mors have a None hostname + mor_props = self.infrastructure_cache.get_mor_props(mor) + hostname = mor_props.get('hostname') + if not hostname: + continue + + tags = [t for t in mor_props['tags'] if t.split(':')[0] not in self.config.excluded_host_tags] + tags.extend(self.config.base_tags) + external_host_tags.append((hostname, {self.__NAMESPACE__: tags})) + + if external_host_tags: + self.set_external_tags(external_host_tags) + + def collect_events(self): + self.log.debug("Starting events collection.") + try: + t0 = Timer() + new_events = self.api.get_new_events(start_time=self.latest_event_query) + self.gauge( + 'datadog.vsphere.collect_events.time', + t0.total(), + tags=self.config.base_tags, + raw=True, + hostname=self._hostname, + ) + self.log.debug("Got %s new events from the vCenter event manager", len(new_events)) + event_config = {'collect_vcenter_alarms': True} + for event in new_events: + normalized_event = VSphereEvent(event, event_config, self.config.base_tags) + # Can return None if the event if filtered out + event_payload = normalized_event.get_datadog_payload() + if event_payload is not None: + self.event(event_payload) + except Exception as e: + # Don't get stuck on a failure to fetch an event + # Ignore them for next pass + self.log.warning("Unable to fetch Events %s", e) + + self.latest_event_query = self.api.get_latest_event_timestamp() + timedelta(seconds=1) + + def check(self, _): + self._hostname = datadog_agent.get_hostname() + # Assert the health of the vCenter API and submit the service_check accordingly + try: + self.api.check_health() + except Exception: + # Explicitly do not attach any host to the service checks. + self.log.error("The vCenter API is not responding. The check will not run.") + self.service_check(SERVICE_CHECK_NAME, AgentCheck.CRITICAL, tags=self.config.base_tags, hostname=None) + raise + else: + self.service_check(SERVICE_CHECK_NAME, AgentCheck.OK, tags=self.config.base_tags, hostname=None) + + # Update the value of `max_query_metrics` if needed + if self.config.is_historical(): + try: + vcenter_max_hist_metrics = self.api.get_max_query_metrics() + if vcenter_max_hist_metrics < self.config.max_historical_metrics: + self.log.warning( + "The integration was configured with `max_query_metrics: %d` but your vCenter has a" + "limit of %d which is lower. Ignoring your configuration in favor of the vCenter value." + "To update the vCenter value, please update the `%s` field", + self.config.max_historical_metrics, + vcenter_max_hist_metrics, + MAX_QUERY_METRICS_OPTION, + ) + self.config.max_historical_metrics = vcenter_max_hist_metrics + except Exception: + self.config.max_historical_metrics = DEFAULT_MAX_QUERY_METRICS + self.log.info( + "Could not fetch the value of %s, setting `max_historical_metrics` to %d.", + MAX_QUERY_METRICS_OPTION, + DEFAULT_MAX_QUERY_METRICS, + ) + pass + + # Refresh the metrics metadata cache + if self.metrics_metadata_cache.is_expired(): + with self.metrics_metadata_cache.update(): + self.refresh_metrics_metadata_cache() + + # Refresh the infrastructure cache + if self.infrastructure_cache.is_expired(): + with self.infrastructure_cache.update(): + self.refresh_infrastructure_cache() + # Submit host tags as soon as we have fresh data + self.submit_external_host_tags() + + # Collect and submit events + if self.config.should_collect_events: + self.collect_events() + + # Submit the number of VMs that are monitored + for resource in self.config.collected_resource_types: + # Explicitly do not attach any host to those metrics. + resource_count = len(self.infrastructure_cache.get_mors(resource)) + self.gauge( + '{}.count'.format(MOR_TYPE_AS_STRING[resource]), + resource_count, + tags=self.config.base_tags, + hostname=None, + ) + + # Creating a thread pool and starting metric collection + self.log.debug("Starting metric collection in %d threads.", self.config.threads_count) + self.collect_metrics_async() + self.log.debug("Metric collection completed.") diff --git a/vsphere/metadata.csv b/vsphere/metadata.csv index bd2999f137995..a56502fcd8fad 100644 --- a/vsphere/metadata.csv +++ b/vsphere/metadata.csv @@ -1,156 +1,287 @@ metric_name,metric_type,interval,unit_name,per_unit_name,description,orientation,integration,short_name -vsphere.vm.count,gauge,,,,The total number of VMs,0,vsphere,vm count -vsphere.cpu.extra,gauge,,millisecond,,Milliseconds of extra CPU time,-1,vsphere,cpu extra -vsphere.cpu.ready,gauge,,millisecond,,Milliseconds of CPU time spent in ready state,-1,vsphere,cpu ready -vsphere.cpu.usage,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage -vsphere.cpu.usagemhz,gauge,,megahertz,,Total megehertz of CPU being used,-1,vsphere,cpu usagemhz -vsphere.disk.commandsAborted,gauge,,occurrence,,Number of SCSI commands aborted,-1,vsphere,disk cmd abort -vsphere.disk.deviceLatency,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device,-1,vsphere,disk dev lat -vsphere.disk.deviceReadLatency,gauge,,millisecond,,Average amount of time it takes to complete read from physical device,-1,vsphere,disk dev read lat -vsphere.disk.deviceWriteLatency,gauge,,millisecond,,Average amount of time it takes to complete write to the physical device (LUN),-1,vsphere,disk dev write lat -vsphere.disk.queueLatency,gauge,,millisecond,,Average amount of time spent in VMkernel queue (per SCSI command),-1,vsphere,disk queue lat -vsphere.disk.totalLatency,gauge,,millisecond,,Sum of average amount of time (in kernel and device) to process an SCSI command issued by the Guest OS to the vm,-1,vsphere,disk total lat -vsphere.mem.active,gauge,,kibibyte,,Kilobytes of memory that the VMkernel estimates is being actively used based on recently touched memory pages,-1,vsphere,mem active -vsphere.mem.compressed,gauge,,kibibyte,,Kilobytes of memory that have been compressed,-1,vsphere,mem compressed -vsphere.mem.consumed,gauge,,kibibyte,,Kilobytes of used memory,-1,vsphere,mem consumed -vsphere.mem.overhead,gauge,,kibibyte,,Kilobytes of memory allocated to a vm beyond its reserved amount,-1,vsphere,mem overhead -vsphere.mem.vmmemctl,gauge,,kibibyte,,Kilobytes of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl -vsphere.network.received,rate,,kibibyte,,Number of kilobytes received by the host,-1,vsphere,net rx -vsphere.network.transmitted,rate,,kibibyte,,Number of kilobytes transmitted by the host,-1,vsphere,net tx vsphere.clusterServices.cpufairness.latest,gauge,,,,Fairness of distributed CPU resource allocation,0,vsphere,cluster cpufairness latest vsphere.clusterServices.effectivecpu.avg,gauge,,megahertz,,Total available CPU resources of all hosts within a cluster,1,vsphere,cluster effectivecpu avg vsphere.clusterServices.effectivemem.avg,gauge,,mebibyte,,Total amount of machine memory of all hosts in the cluster that is available for use for virtual machine memory (physical memory for use by the Guest OS) and virtual machine overhead memory,1,vsphere,cluster effectivemem avg vsphere.clusterServices.failover.latest,gauge,,,,vSphere HA number of failures that can be tolerated,1,vsphere,cluster failover latest vsphere.clusterServices.memfairness.latest,gauge,,,,Fairness of distributed memory resource allocation,0,vsphere,cluster memfairness latest -vsphere.cpu.ready.sum,gauge,,millisecond,,Milliseconds of CPU time spent in ready state,-1,vsphere,cpu ready sum -vsphere.cpu.usage.avg,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage avg -vsphere.cpu.usagemhz.avg,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz avg -vsphere.cpu.totalmhz.avg,gauge,,megahertz,,Total megahertz of CPU being used,-1,vsphere,cpu totalmhz avg vsphere.cpu.coreUtilization.avg,gauge,,percent,,CPU utilization of the corresponding core (if hyper-threading is enabled) as a percentage,-1,vsphere,cpu coreUtilization avg +vsphere.cpu.coreUtilization.max,gauge,,percent,,CPU utilization of the corresponding core (if hyper-threading is enabled) as a percentage,-1,vsphere,cpu coreUtilization max +vsphere.cpu.coreUtilization.min,gauge,,percent,,CPU utilization of the corresponding core (if hyper-threading is enabled) as a percentage,-1,vsphere,cpu coreUtilization min +vsphere.cpu.coreUtilization.raw,gauge,,percent,,CPU utilization of the corresponding core (if hyper-threading is enabled) as a percentage,-1,vsphere,cpu coreUtilization raw vsphere.cpu.costop.sum,gauge,,millisecond,,"Time the virtual machine is ready to run, but is unable to run due to co-scheduling constraints",-1,vsphere,cpu costop sum vsphere.cpu.cpuentitlement.latest,gauge,,megahertz,,Amount of CPU resources allocated to the virtual machine or resource pool,0,vsphere,cpu entitlement latest vsphere.cpu.demand.avg,gauge,,megahertz,,The amount of CPU resources a virtual machine would use if there were no CPU contention or CPU limit,-1,vsphere,cpu demand avg +vsphere.cpu.demandEntitlementRatio.latest,gauge,,percent,,CPU resource entitlement to CPU demand ratio (in percents),0,vsphere,cpu demand_entitlement_ratio vsphere.cpu.entitlement.latest,gauge,,megahertz,,CPU resources devoted by the ESXi scheduler,-1,vsphere,cpu entitlement latest +vsphere.cpu.extra,gauge,,millisecond,,Milliseconds of extra CPU time,-1,vsphere,cpu extra vsphere.cpu.idle.sum,gauge,,millisecond,,Total time that the CPU spent in an idle state,1,vsphere,cpu idle sum vsphere.cpu.latency.avg,gauge,,percent,,Percent of time the virtual machine is unable to run because it is contending for access to the physical CPU(s),-1,vsphere,cpu latency avg vsphere.cpu.maxlimited.sum,gauge,,millisecond,,"Time the virtual machine is ready to run, but is not running because it has reached its maximum CPU limit setting",-1,vsphere,cpu maxlimited sum +vsphere.cpu.overlap.sum,gauge,,millisecond,,Time the virtual machine was interrupted to perform system services on behalf of itself or other virtual machines.,0,vsphere,cpu overlap sum +vsphere.cpu.readiness.avg,gauge,,percent,,"Percentage of time that the virtual machine was ready, but could not get scheduled to run on the physical CPU.",0,vsphere,cpu readiness avg +vsphere.cpu.ready,gauge,,millisecond,,Milliseconds of CPU time spent in ready state,-1,vsphere,cpu ready +vsphere.cpu.ready.sum,gauge,,millisecond,,Milliseconds of CPU time spent in ready state,-1,vsphere,cpu ready sum vsphere.cpu.reservedCapacity.avg,gauge,,megahertz,,Total CPU capacity reserved by virtual machines,0,vsphere,cpu reservedCapacity avg vsphere.cpu.run.sum,gauge,,millisecond,,Time the virtual machine is scheduled to run,1,vsphere,cpu run sum +vsphere.cpu.swapwait.sum,gauge,,millisecond,,CPU time spent waiting for swap-in,0,vsphere,cpu swapwait sum +vsphere.cpu.system.sum,gauge,,millisecond,,"Amount of time spent on system processes on each virtual CPU in the virtual machine. This is the host view of the CPU usage, not the guest operating system view.",0,vsphere,cpu system sum vsphere.cpu.totalCapacity.avg,gauge,,megahertz,,Total CPU capacity reserved by and available for virtual machines,1,vsphere,cpu totalCapacity avg +vsphere.cpu.totalmhz.avg,gauge,,megahertz,,Total megahertz of CPU being used,-1,vsphere,cpu totalmhz avg +vsphere.cpu.usage,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage +vsphere.cpu.usage.avg,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage avg +vsphere.cpu.usage.max,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage max +vsphere.cpu.usage.min,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage min +vsphere.cpu.usage.raw,gauge,,percent,,Percentage of CPU capacity being used,-1,vsphere,cpu usage raw +vsphere.cpu.usagemhz,gauge,,megahertz,,Total megehertz of CPU being used,-1,vsphere,cpu usagemhz +vsphere.cpu.usagemhz.avg,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz avg +vsphere.cpu.usagemhz.max,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz max +vsphere.cpu.usagemhz.min,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz min +vsphere.cpu.usagemhz.raw,gauge,,megahertz,,"CPU usage, as measured in megahertz",-1,vsphere,cpu usagemhz raw +vsphere.cpu.used.sum,gauge,,millisecond,,"Time accounted to the virtual machine. If a system service runs on behalf of this virtual machine, the time spent by that service (represented by cpu.system) should be charged to this virtual machine. If not, the time spent (represented by cpu.overlap) should not be charged against this virtual machine.",0,vsphere,cpu used sum vsphere.cpu.utilization.avg,gauge,,percent,,CPU utilization as a percentage during the interval (CPU usage and CPU utilization might be different due to power management technologies or hyper-threading),-1,vsphere,cpu utilization avg -vsphere.mem.consumed.avg,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed avg -vsphere.mem.overhead.avg,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead avg -vsphere.mem.swapinRate.avg,gauge,,kibibyte,second,Rate at which memory is swapped from disk into active memory,-1,vsphere,mem swapinRate avg -vsphere.mem.swapoutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to disk,-1,vsphere,mem swapoutRate avg -vsphere.mem.totalmb.avg,gauge,,kibibyte,,Total amount of host physical memory of all hosts in the cluster that is available for virtual machine memory (physical memory for use by the guest OS) and virtual machine overhead memory,1,vsphere,mem totalmb avg -vsphere.mem.usage.avg,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage avg -vsphere.mem.vmmemctl.avg,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl avg +vsphere.cpu.utilization.max,gauge,,percent,,CPU utilization as a percentage during the interval (CPU usage and CPU utilization might be different due to power management technologies or hyper-threading),-1,vsphere,cpu utilization max +vsphere.cpu.utilization.min,gauge,,percent,,CPU utilization as a percentage during the interval (CPU usage and CPU utilization might be different due to power management technologies or hyper-threading),-1,vsphere,cpu utilization min +vsphere.cpu.utilization.raw,gauge,,percent,,CPU utilization as a percentage during the interval (CPU usage and CPU utilization might be different due to power management technologies or hyper-threading),-1,vsphere,cpu utilization raw +vsphere.cpu.wait.sum,gauge,,millisecond,,"Total CPU time spent in wait state.The wait total includes time spent the CPU Idle, CPU Swap Wait, and CPU I/O Wait states.",0,vsphere,cpu wait sum +vsphere.datastore.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,datastore busResets sum +vsphere.datastore.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,commandsAborted sum +vsphere.datastore.datastoreIops.avg,gauge,,operation,second,Storage I/O Control aggregated IOPS,-1,vsphere,datastoreIops avg +vsphere.datastore.datastoreMaxQueueDepth.latest,gauge,,command,,Storage I/O Control datastore maximum queue depth,1,vsphere,datastoreMaxQueueDepth latest +vsphere.datastore.datastoreNormalReadLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized read latency,-1,vsphere,datastoreNormalReadLatency latest +vsphere.datastore.datastoreNormalWriteLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized write latency,-1,vsphere,datastoreNormalWriteLatency latest +vsphere.datastore.datastoreReadBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes read,0,vsphere,datastoreReadBytes latest +vsphere.datastore.datastoreReadIops.latest,gauge,,operation,second,Storage DRS datastore read I/O rate,0,vsphere,datastoreReadIops latest +vsphere.datastore.datastoreReadLoadMetric.latest,gauge,,,,Storage DRS datastore metric for read workload model,0,vsphere,datastore rloadmetric +vsphere.datastore.datastoreReadOIO.latest,gauge,,request,,Storage DRS datastore outstanding read requests,-1,vsphere,datastoreReadOIO latest +vsphere.datastore.datastoreVMObservedLatency.latest,gauge,,microsecond,,The average datastore latency as seen by virtual machines,-1,vsphere,datastoreVMObservedLatency latest +vsphere.datastore.datastoreWriteBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes written,0,vsphere,datastoreWriteBytes latest +vsphere.datastore.datastoreWriteIops.latest,gauge,,operation,second,Storage DRS datastore write I/O rate,-1,vsphere,datastoreWriteIops latest +vsphere.datastore.datastoreWriteLoadMetric.latest,gauge,,,,Storage DRS datastore metric for write workload model,0,vsphere,datastore wloadmetric +vsphere.datastore.datastoreWriteOIO.latest,gauge,,request,,Storage DRS datastore outstanding write requests,-1,vsphere,datastoreWriteOIO latest +vsphere.datastore.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all datastores used by the host,0,vsphere,datastore max total lat +vsphere.datastore.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,numberReadAveraged avg +vsphere.datastore.numberWriteAveraged.avg,gauge,,,,Average number of write commands issued per second to the datastore during the collection interval,0,vsphere,datastore nb write avg +vsphere.datastore.read.avg,gauge,,kibibyte,second,Rate of reading data from the datastore,0,vsphere,datastore read avg +vsphere.datastore.siocActiveTimePercentage.avg,gauge,,percent,,Percentage of time Storage I/O Control actively controlled datastore latency,-1,vsphere,siocActiveTimePercentage avg +vsphere.datastore.sizeNormalizedDatastoreLatency.avg,gauge,,microsecond,,Storage I/O Control size-normalized I/O latency,-1,vsphere,sizeNormalizedDatastoreLatency avg +vsphere.datastore.throughput.contention.avg,gauge,,millisecond,,Average amount of time for an I/O operation to the datastore or LUN across all ESX hosts accessing it.,0,vsphere,datastore thgpt content avg +vsphere.datastore.throughput.usage.avg,gauge,,kibibyte,second,The current bandwidth usage for the datastore or LUN.,0,vsphere,datastore thgpt usage avg +vsphere.datastore.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the datastore,-1,vsphere,totalReadLatency avg +vsphere.datastore.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the datastore,-1,vsphere,totalWriteLatency avg +vsphere.datastore.write.avg,gauge,,kibibyte,second,Rate of writing data to the datastore,0,vsphere,datastore write avg +vsphere.disk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,disk busResets sum +vsphere.disk.capacity.contention.avg,gauge,,percent,,"The amount of storage capacity overcommitment for the entity, measured in percent.",0,vsphere,disk cap content avg +vsphere.disk.capacity.latest,gauge,,kibibyte,,Configured size of the datastore,0,vsphere,disk capacity latest +vsphere.disk.capacity.provisioned.avg,gauge,,kibibyte,,"Provisioned size of the entity",0,vsphere,disk cap prov avg +vsphere.disk.capacity.usage.avg,gauge,,kibibyte,,"The amount of storage capacity currently being consumed by or on the entity.",0,vsphere,disk cap usage avg +vsphere.disk.commands.sum,gauge,,command,,Number of SCSI commands issued,0,vsphere,disk commands sum +vsphere.disk.commandsAborted,gauge,,occurrence,,Number of SCSI commands aborted,-1,vsphere,disk cmd abort +vsphere.disk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,disk commandsAborted sum +vsphere.disk.commandsAveraged.avg,gauge,,command,second,Average number of SCSI commands issued per second,0,vsphere,disk commandsAveraged avg +vsphere.disk.deltaused.latest,gauge,,kibibyte,,Storage overhead of a virtual machine or a datastore due to delta disk backings,-1,vsphere,disk deltaused latest +vsphere.disk.deviceLatency,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device,-1,vsphere,disk dev lat +vsphere.disk.deviceLatency.avg,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device,-1,vsphere,disk dev lat avg +vsphere.disk.deviceReadLatency,gauge,,millisecond,,Average amount of time it takes to complete read from physical device,-1,vsphere,disk dev read lat +vsphere.disk.deviceReadLatency.avg,gauge,,millisecond,,Average amount of time to read from the physical device,-1,vsphere,disk dev read lat avg +vsphere.disk.deviceWriteLatency,gauge,,millisecond,,Average amount of time it takes to complete write to the physical device (LUN),-1,vsphere,disk dev write lat +vsphere.disk.deviceWriteLatency.avg,gauge,,millisecond,,Average amount of time to write from the physical device,-1,vsphere,disk dev write lat avg +vsphere.disk.kernelLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI command,-1,vsphere,disk kernel lat avg +vsphere.disk.kernelReadLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI read command,-1,vsphere,disk kernel read lat avg +vsphere.disk.kernelWriteLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI write command,-1,vsphere,disk kernel write lat avg +vsphere.disk.maxQueueDepth.avg,gauge,,command,,Maximum queue depth,0,vsphere,disk maxQueueDepth avg +vsphere.disk.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all disks used by the host,-1,vsphere,disk max total lat +vsphere.disk.numberRead.sum,gauge,,,,"Number of disk reads during the collection interval.",0,vsphere,disk nb read +vsphere.disk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,disk num read avg +vsphere.disk.numberWrite.sum,gauge,,,,"Number of disk writes during the collection interval.",0,vsphere,disk nb write +vsphere.disk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the datastore,0,vsphere,disk num write avg +vsphere.disk.provisioned.latest,gauge,,kibibyte,,Amount of storage set aside for use by a datastore or a virtual machine. Files on the datastore and the virtual machine can expand to this size but not beyond it,0,vsphere,disk provisioned latest +vsphere.disk.queueLatency,gauge,,millisecond,,Average amount of time spent in VMkernel queue (per SCSI command),-1,vsphere,disk queue lat +vsphere.disk.queueLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI command,-1,vsphere,disk queue lat avg +vsphere.disk.queueReadLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI read command,-1,vsphere,disk queue read lat avg +vsphere.disk.queueWriteLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI write command,-1,vsphere,disk queue write lat avg +vsphere.disk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the disk each second,0,vsphere,disk read avg +vsphere.disk.scsiReservationCnflctsPct.avg,gauge,,percent,,Number of SCSI reservation conflicts for the LUN as a percent of total commands during the collection interval,0,vsphere,disk scsi res conflicts pct +vsphere.disk.scsiReservationConflicts.sum,gauge,,,,Number of SCSI reservation conflicts for the LUN during the collection interval,0,vsphere,disk scsi res conflicts +vsphere.disk.totalLatency,gauge,,millisecond,,Sum of average amount of time (in kernel and device) to process an SCSI command issued by the Guest OS to the vm,-1,vsphere,disk total lat +vsphere.disk.totalLatency.avg,gauge,,millisecond,,"Average amount of time taken during the collection interval to process a SCSI command issued by the guest OS to the virtual machine.",0,vsphere,disk tot lat +vsphere.disk.totalReadLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI read command issued from the guest OS to the virtual machine,-1,vsphere,disk total read lat avg +vsphere.disk.totalWriteLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI write command issued by the guest OS to the virtual machine,-1,vsphere,disk total write lat avg +vsphere.disk.unshared.latest,gauge,,kibibyte,,Amount of space associated exclusively with a virtual machine,0,vsphere,disk unshared latest +vsphere.disk.usage.avg,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage avg +vsphere.disk.usage.max,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage max +vsphere.disk.usage.min,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage min +vsphere.disk.usage.raw,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage raw +vsphere.disk.used.latest,gauge,,kibibyte,,"Amount of space actually used by the virtual machine or the datastore. May be less than the amount provisioned at any given time, depending on whether the virtual machine is powered-off, whether snapshots have been created or not, and other such factors",0,vsphere,disk used latest +vsphere.disk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the disk each second,0,vsphere,disk write avg +vsphere.hbr.hbrNetRx.avg,gauge,,kibibyte,second,"Kilobytes per second of outgoing host-based replication network traffic (for this virtual machine or host).",0,vsphere,hbr net rx +vsphere.hbr.hbrNetTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,hbr net tx +vsphere.hbr.hbrNumVms.avg,gauge,,,,"Number of powered-on virtual machines running on this host that currently have host-based replication protection enabled.",0,vsphere,hbr num vms +vsphere.mem.active,gauge,,kibibyte,,Kilobytes of memory that the VMkernel estimates is being actively used based on recently touched memory pages,-1,vsphere,mem active vsphere.mem.active.avg,gauge,,kibibyte,,"Amount of memory that is actively used, as estimated by VMkernel based on recently touched memory pages",-1,vsphere,mem active avg +vsphere.mem.active.max,gauge,,kibibyte,,"Amount of memory that is actively used, as estimated by VMkernel based on recently touched memory pages",-1,vsphere,mem active max +vsphere.mem.active.min,gauge,,kibibyte,,"Amount of memory that is actively used, as estimated by VMkernel based on recently touched memory pages",-1,vsphere,mem active min +vsphere.mem.active.raw,gauge,,kibibyte,,"Amount of memory that is actively used, as estimated by VMkernel based on recently touched memory pages",-1,vsphere,mem active raw vsphere.mem.activewrite.avg,gauge,,kibibyte,,Estimate for the amount of memory actively being written to by the virtual machine,-1,vsphere,mem activewrite avg +vsphere.mem.compressed,gauge,,kibibyte,,Kilobytes of memory that have been compressed,-1,vsphere,mem compressed vsphere.mem.compressed.avg,gauge,,kibibyte,,Amount of memory reserved by userworlds,0,vsphere,mem compressed avg vsphere.mem.compressionRate.avg,gauge,,kibibyte,second,Rate of memory compression for the virtual machine,0,vsphere,mem compressionRate avg +vsphere.mem.consumed,gauge,,kibibyte,,Kilobytes of used memory,-1,vsphere,mem consumed +vsphere.mem.consumed.avg,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed avg +vsphere.mem.consumed.max,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed max +vsphere.mem.consumed.min,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed min +vsphere.mem.consumed.raw,gauge,,kibibyte,,"Amount of host physical memory consumed by a virtual machine, host, or cluster",-1,vsphere,mem consumed raw +vsphere.mem.consumed.userworlds.avg,gauge,,kibibyte,,"Amount of physical memory consumed by userworlds on this host",0,vsphere,mem cons userworl +vsphere.mem.consumed.vms.avg,gauge,,kibibyte,,"Amount of physical memory consumed by VMs on this host.",0,vsphere,mem cons vms vsphere.mem.decompressionRate.avg,gauge,,kibibyte,second,Rate of memory decompression for the virtual machine,0,vsphere,mem decompressionRate avg vsphere.mem.entitlement.avg,gauge,,kibibyte,,"Amount of host physical memory the virtual machine is entitled to, as determined by the ESX scheduler",1,vsphere,mem entitlement avg vsphere.mem.granted.avg,gauge,,kibibyte,,Amount of host physical memory or physical memory that is mapped for a virtual machine or a host,1,vsphere,mem granted avg +vsphere.mem.granted.max,gauge,,kibibyte,,Amount of host physical memory or physical memory that is mapped for a virtual machine or a host,1,vsphere,mem granted max +vsphere.mem.granted.min,gauge,,kibibyte,,Amount of host physical memory or physical memory that is mapped for a virtual machine or a host,1,vsphere,mem granted min +vsphere.mem.granted.raw,gauge,,kibibyte,,Amount of host physical memory or physical memory that is mapped for a virtual machine or a host,1,vsphere,mem granted raw +vsphere.mem.heap.avg,gauge,,kibibyte,,"VMkernel virtual address space dedicated to VMkernel main heap and related data",0,vsphere,mem heap avg +vsphere.mem.heap.max,gauge,,kibibyte,,"VMkernel virtual address space dedicated to VMkernel main heap and related data",0,vsphere,mem heap max +vsphere.mem.heap.min,gauge,,kibibyte,,"VMkernel virtual address space dedicated to VMkernel main heap and related data",0,vsphere,mem heap min +vsphere.mem.heap.raw,gauge,,kibibyte,,"VMkernel virtual address space dedicated to VMkernel main heap and related data",0,vsphere,mem heap raw +vsphere.mem.heapfree.avg,gauge,,kibibyte,,"Free address space in the VMkernel main heap.Varies based on number of physical devices and configuration options. There is no direct way for the user to increase or decrease this statistic. For informational purposes only: not useful for performance monitoring.",0,vsphere,mem heapfree avg +vsphere.mem.heapfree.max,gauge,,kibibyte,,"Free address space in the VMkernel main heap.Varies based on number of physical devices and configuration options. There is no direct way for the user to increase or decrease this statistic. For informational purposes only: not useful for performance monitoring.",0,vsphere,mem heapfree max +vsphere.mem.heapfree.min,gauge,,kibibyte,,"Free address space in the VMkernel main heap.Varies based on number of physical devices and configuration options. There is no direct way for the user to increase or decrease this statistic. For informational purposes only: not useful for performance monitoring.",0,vsphere,mem heapfree min +vsphere.mem.heapfree.raw,gauge,,kibibyte,,"Free address space in the VMkernel main heap.Varies based on number of physical devices and configuration options. There is no direct way for the user to increase or decrease this statistic. For informational purposes only: not useful for performance monitoring.",0,vsphere,mem heapfree raw vsphere.mem.latency.avg,gauge,,percent,,Percentage of time the virtual machine is waiting to access swapped or compressed memory,-1,vsphere,mem latency avg +vsphere.mem.llSwapIn.avg,gauge,,kibibyte,,"Amount of memory swapped-in from host cache",0,vsphere,mem llswapin avg +vsphere.mem.llSwapIn.max,gauge,,kibibyte,,"Amount of memory swapped-in from host cache",0,vsphere,mem llswapin max +vsphere.mem.llSwapIn.min,gauge,,kibibyte,,"Amount of memory swapped-in from host cache",0,vsphere,mem llswapin min +vsphere.mem.llSwapIn.raw,gauge,,kibibyte,,"Amount of memory swapped-in from host cache",0,vsphere,mem llswapin raw vsphere.mem.llSwapInRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from host cache into active memory,-1,vsphere,mem llSwapInRate avg +vsphere.mem.llSwapOut.avg,gauge,,kibibyte,,"Amount of memory swapped-out to host cache",0,vsphere,mem llswapout avg +vsphere.mem.llSwapOut.max,gauge,,kibibyte,,"Amount of memory swapped-out to host cache",0,vsphere,mem llswapout max +vsphere.mem.llSwapOut.min,gauge,,kibibyte,,"Amount of memory swapped-out to host cache",0,vsphere,mem llswapout min +vsphere.mem.llSwapOut.raw,gauge,,kibibyte,,"Amount of memory swapped-out to host cache",0,vsphere,mem llswapout raw vsphere.mem.llSwapOutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to host cache,-1,vsphere,mem llSwapOutRate avg +vsphere.mem.llSwapUsed.avg,gauge,,kibibyte,,"Space used for caching swapped pages in the host cache",0,vsphere,mem llswapused avg +vsphere.mem.llSwapUsed.max,gauge,,kibibyte,,"Space used for caching swapped pages in the host cache",0,vsphere,mem llswapused max +vsphere.mem.llSwapUsed.min,gauge,,kibibyte,,"Space used for caching swapped pages in the host cache",0,vsphere,mem llswapused min +vsphere.mem.llSwapUsed.raw,gauge,,kibibyte,,"Space used for caching swapped pages in the host cache",0,vsphere,mem llswapused raw vsphere.mem.lowfreethreshold.avg,gauge,,kibibyte,,Threshold of free host physical memory below which ESX/ESXi will begin reclaiming memory from virtual machines through ballooning and swapping,0,vsphere,mem lowfreethreshold avg vsphere.mem.mementitlement.latest,gauge,,mebibyte,,"Memory allocation as calculated by the VMkernel scheduler based on current estimated demand and reservation, limit, and shares policies set for all virtual machines and resource pools in the host or cluster",0,vsphere,mem mementitlement latest +vsphere.mem.overhead,gauge,,kibibyte,,Kilobytes of memory allocated to a vm beyond its reserved amount,-1,vsphere,mem overhead +vsphere.mem.overhead.avg,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead avg +vsphere.mem.overhead.max,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead max +vsphere.mem.overhead.min,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead min +vsphere.mem.overhead.raw,gauge,,kibibyte,,Host physical memory consumed by the virtualization infrastructure for running the virtual machine,-1,vsphere,mem overhead raw vsphere.mem.overheadMax.avg,gauge,,kibibyte,,Host physical memory reserved for use as the virtualization overhead for the virtual machine,-1,vsphere,mem overheadMax avg +vsphere.mem.overheadTouched.avg,gauge,,kibibyte,,"Actively touched overhead host physical memory (KB) reserved for use as the virtualization overhead for the virtual machine",0,vsphere,mem overhead touched vsphere.mem.reservedCapacity.avg,gauge,,mebibyte,,Total amount of memory reservation used by powered-on virtual machines and vSphere services on the host,0,vsphere,mem reservedCapacity avg vsphere.mem.shared.avg,gauge,,kibibyte,,"Amount of guest physical memory that is shared with other virtual machines, relative to a single virtual machine or to all powered-on virtual machines on a host",0,vsphere,mem shared avg +vsphere.mem.shared.max,gauge,,kibibyte,,"Amount of guest physical memory that is shared with other virtual machines, relative to a single virtual machine or to all powered-on virtual machines on a host",0,vsphere,mem shared max +vsphere.mem.shared.min,gauge,,kibibyte,,"Amount of guest physical memory that is shared with other virtual machines, relative to a single virtual machine or to all powered-on virtual machines on a host",0,vsphere,mem shared min +vsphere.mem.shared.raw,gauge,,kibibyte,,"Amount of guest physical memory that is shared with other virtual machines, relative to a single virtual machine or to all powered-on virtual machines on a host",0,vsphere,mem shared raw vsphere.mem.sharedcommon.avg,gauge,,kibibyte,,Amount of machine memory that is shared by all powered-on virtual machines and vSphere services on the host,0,vsphere,mem sharedcommon avg +vsphere.mem.sharedcommon.max,gauge,,kibibyte,,Amount of machine memory that is shared by all powered-on virtual machines and vSphere services on the host,0,vsphere,mem sharedcommon max +vsphere.mem.sharedcommon.min,gauge,,kibibyte,,Amount of machine memory that is shared by all powered-on virtual machines and vSphere services on the host,0,vsphere,mem sharedcommon min +vsphere.mem.sharedcommon.raw,gauge,,kibibyte,,Amount of machine memory that is shared by all powered-on virtual machines and vSphere services on the host,0,vsphere,mem sharedcommon raw vsphere.mem.state.latest,gauge,,kibibyte,,One of four threshold levels representing the percentage of free memory on the host. The counter value determines swapping and ballooning behavior for memory reclamation,0,vsphere,mem state latest vsphere.mem.swapin.avg,gauge,,kibibyte,,Amount of memory swapped-in from disk,-1,vsphere,mem swapin avg +vsphere.mem.swapin.max,gauge,,kibibyte,,Amount of memory swapped-in from disk,-1,vsphere,mem swapin max +vsphere.mem.swapin.min,gauge,,kibibyte,,Amount of memory swapped-in from disk,-1,vsphere,mem swapin min +vsphere.mem.swapin.raw,gauge,,kibibyte,,Amount of memory swapped-in from disk,-1,vsphere,mem swapin raw +vsphere.mem.swapinRate.avg,gauge,,kibibyte,second,Rate at which memory is swapped from disk into active memory,-1,vsphere,mem swapinRate avg vsphere.mem.swapout.avg,gauge,,kibibyte,,Amount of memory swapped-out to disk,-1,vsphere,mem swapout avg +vsphere.mem.swapout.max,gauge,,kibibyte,,Amount of memory swapped-out to disk,-1,vsphere,mem swapout max +vsphere.mem.swapout.min,gauge,,kibibyte,,Amount of memory swapped-out to disk,-1,vsphere,mem swapout min +vsphere.mem.swapout.raw,gauge,,kibibyte,,Amount of memory swapped-out to disk,-1,vsphere,mem swapout raw +vsphere.mem.swapoutRate.avg,gauge,,kibibyte,second,Rate at which memory is being swapped from active memory to disk,-1,vsphere,mem swapoutRate avg vsphere.mem.swapped.avg,gauge,,kibibyte,,Current amount of guest physical memory swapped out to the virtual machine swap file by the VMkernel. Swapped memory stays on disk until the virtual machine needs it. This statistic refers to VMkernel swapping and not to guest OS swapping,-1,vsphere,mem swapped avg +vsphere.mem.swapped.max,gauge,,kibibyte,,Current amount of guest physical memory swapped out to the virtual machine swap file by the VMkernel. Swapped memory stays on disk until the virtual machine needs it. This statistic refers to VMkernel swapping and not to guest OS swapping,-1,vsphere,mem swapped max +vsphere.mem.swapped.min,gauge,,kibibyte,,Current amount of guest physical memory swapped out to the virtual machine swap file by the VMkernel. Swapped memory stays on disk until the virtual machine needs it. This statistic refers to VMkernel swapping and not to guest OS swapping,-1,vsphere,mem swapped min +vsphere.mem.swapped.raw,gauge,,kibibyte,,Current amount of guest physical memory swapped out to the virtual machine swap file by the VMkernel. Swapped memory stays on disk until the virtual machine needs it. This statistic refers to VMkernel swapping and not to guest OS swapping,-1,vsphere,mem swapped raw vsphere.mem.swaptarget.avg,gauge,,kibibyte,,Target size for the virtual machine swap file. The VMkernel manages swapping by comparing swaptarget against swapped,1,vsphere,mem swaptarget avg +vsphere.mem.swaptarget.max,gauge,,kibibyte,,Target size for the virtual machine swap file. The VMkernel manages swapping by comparing swaptarget against swapped,1,vsphere,mem swaptarget max +vsphere.mem.swaptarget.min,gauge,,kibibyte,,Target size for the virtual machine swap file. The VMkernel manages swapping by comparing swaptarget against swapped,1,vsphere,mem swaptarget min +vsphere.mem.swaptarget.raw,gauge,,kibibyte,,Target size for the virtual machine swap file. The VMkernel manages swapping by comparing swaptarget against swapped,1,vsphere,mem swaptarget raw vsphere.mem.swapused.avg,gauge,,kibibyte,,Amount of memory that is used by swap. Sum of memory swapped of all powered on VMs and vSphere services on the host,-1,vsphere,mem swapused avg +vsphere.mem.swapused.max,gauge,,kibibyte,,Amount of memory that is used by swap. Sum of memory swapped of all powered on VMs and vSphere services on the host,-1,vsphere,mem swapused max +vsphere.mem.swapused.min,gauge,,kibibyte,,Amount of memory that is used by swap. Sum of memory swapped of all powered on VMs and vSphere services on the host,-1,vsphere,mem swapused min +vsphere.mem.swapused.raw,gauge,,kibibyte,,Amount of memory that is used by swap. Sum of memory swapped of all powered on VMs and vSphere services on the host,-1,vsphere,mem swapused raw vsphere.mem.sysUsage.avg,gauge,,kibibyte,,"Amount of host physical memory used by VMkernel for core functionality, such as device drivers and other internal uses. Does not include memory used by virtual machines or vSphere services",-1,vsphere,mem sysUsage avg +vsphere.mem.sysUsage.max,gauge,,kibibyte,,"Amount of host physical memory used by VMkernel for core functionality, such as device drivers and other internal uses. Does not include memory used by virtual machines or vSphere services",-1,vsphere,mem sysUsage max +vsphere.mem.sysUsage.min,gauge,,kibibyte,,"Amount of host physical memory used by VMkernel for core functionality, such as device drivers and other internal uses. Does not include memory used by virtual machines or vSphere services",-1,vsphere,mem sysUsage min +vsphere.mem.sysUsage.raw,gauge,,kibibyte,,"Amount of host physical memory used by VMkernel for core functionality, such as device drivers and other internal uses. Does not include memory used by virtual machines or vSphere services",-1,vsphere,mem sysUsage raw vsphere.mem.totalCapacity.avg,gauge,,mebibyte,,Total amount of memory reservation used by and available for powered-on virtual machines and vSphere services on the host,1,vsphere,mem totalCapacity avg -vsphere.mem.unreserved.avg,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs’ user-specified memory reservations and overhead memory",0,vsphere,mem unreserved avg +vsphere.mem.totalmb.avg,gauge,,kibibyte,,Total amount of host physical memory of all hosts in the cluster that is available for virtual machine memory (physical memory for use by the guest OS) and virtual machine overhead memory,1,vsphere,mem totalmb avg +vsphere.mem.unreserved.avg,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs user-specified memory reservations and overhead memory",0,vsphere,mem unreserved avg +vsphere.mem.unreserved.max,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs user-specified memory reservations and overhead memory",0,vsphere,mem unreserved max +vsphere.mem.unreserved.min,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs user-specified memory reservations and overhead memory",0,vsphere,mem unreserved min +vsphere.mem.unreserved.raw,gauge,,kibibyte,,"Amount of memory that is unreserved. Memory reservation not used by the Service Console, VMkernel, vSphere services and other powered on VMs user-specified memory reservations and overhead memory",0,vsphere,mem unreserved raw +vsphere.mem.usage.avg,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage avg +vsphere.mem.usage.max,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage max +vsphere.mem.usage.min,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage min +vsphere.mem.usage.raw,gauge,,percent,,Memory usage as percent of total configured or available memory,-1,vsphere,mem usage raw +vsphere.mem.vmfs.pbc.capMissRatio.latest,gauge,,percent,,"Trailing average of the ratio of capacity misses to compulsory misses for the VMFS PB Cache",0,vsphere,mem vmfs capmissratio +vsphere.mem.vmfs.pbc.overhead.latest,gauge,,kibibyte,,"Amount of VMFS heap used by the VMFS PB Cache",0,vsphere,mem vmfs overhead +vsphere.mem.vmfs.pbc.size.latest,gauge,,mebibyte,,"Space used for holding VMFS Pointer Blocks in memory",0,vsphere,mem vmfs size +vsphere.mem.vmfs.pbc.sizeMax.latest,gauge,,mebibyte,,"Maximum size the VMFS Pointer Block Cache can grow to",0,vsphere,mem vmfs sizemax +vsphere.mem.vmfs.pbc.workingSet.latest,gauge,,tebibyte,,"Amount of file blocks whose addresses are cached in the VMFS PB Cache",0,vsphere,mem vmfs workingset +vsphere.mem.vmfs.pbc.workingSetMax.latest,gauge,,tebibyte,,"Maximum amount of file blocks whose addresses are cached in the VMFS PB Cache",0,vsphere,mem vmfs worksingsetmax +vsphere.mem.vmmemctl,gauge,,kibibyte,,Kilobytes of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl +vsphere.mem.vmmemctl.avg,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl avg +vsphere.mem.vmmemctl.max,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl max +vsphere.mem.vmmemctl.min,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl min +vsphere.mem.vmmemctl.raw,gauge,,kibibyte,,Amount of memory allocated by the virtual machine memory control driver (vmmemctl),-1,vsphere,mem vmmemctl raw vsphere.mem.vmmemctltarget.avg,gauge,,kibibyte,,"Target value set by VMkernal for the virtual machine's memory balloon size. In conjunction with vmmemctl metric, this metric is used by VMkernel to inflate and deflate the balloon for a virtual machine",0,vsphere,mem vmmemctltarget avg +vsphere.mem.vmmemctltarget.max,gauge,,kibibyte,,"Target value set by VMkernal for the virtual machine's memory balloon size. In conjunction with vmmemctl metric, this metric is used by VMkernel to inflate and deflate the balloon for a virtual machine",0,vsphere,mem vmmemctltarget max +vsphere.mem.vmmemctltarget.min,gauge,,kibibyte,,"Target value set by VMkernal for the virtual machine's memory balloon size. In conjunction with vmmemctl metric, this metric is used by VMkernel to inflate and deflate the balloon for a virtual machine",0,vsphere,mem vmmemctltarget min +vsphere.mem.vmmemctltarget.raw,gauge,,kibibyte,,"Target value set by VMkernal for the virtual machine's memory balloon size. In conjunction with vmmemctl metric, this metric is used by VMkernel to inflate and deflate the balloon for a virtual machine",0,vsphere,mem vmmemctltarget raw vsphere.mem.zero.avg,gauge,,kibibyte,,"Memory that contains 0s only. Included in shared amount. Through transparent page sharing, zero memory pages can be shared among virtual machines that run the same operating system",0,vsphere,mem zero avg +vsphere.mem.zero.max,gauge,,kibibyte,,"Memory that contains 0s only. Included in shared amount. Through transparent page sharing, zero memory pages can be shared among virtual machines that run the same operating system",0,vsphere,mem zero max +vsphere.mem.zero.min,gauge,,kibibyte,,"Memory that contains 0s only. Included in shared amount. Through transparent page sharing, zero memory pages can be shared among virtual machines that run the same operating system",0,vsphere,mem zero min +vsphere.mem.zero.raw,gauge,,kibibyte,,"Memory that contains 0s only. Included in shared amount. Through transparent page sharing, zero memory pages can be shared among virtual machines that run the same operating system",0,vsphere,mem zero raw vsphere.mem.zipSaved.latest,gauge,,kibibyte,,Memory saved due to memory zipping,0,vsphere,mem zipSaved latest vsphere.mem.zipped.latest,gauge,,kibibyte,,Memory zipped,0,vsphere,mem zipped latest -vsphere.net.usage.avg,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage avg vsphere.net.broadcastRx.sum,gauge,,packet,,Number of broadcast packets received,0,vsphere,net broadcastRx sum vsphere.net.broadcastTx.sum,gauge,,packet,,Number of broadcast packets transmitted,0,vsphere,net broadcastTx sum -vsphere.net.BytesRx.avg,gauge,,kibibyte,second,Average amount of data received per second,0,vsphere,net bytesRx avg -vsphere.net.BytesTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,net bytesTx avg +vsphere.net.bytesRx.avg,gauge,,kibibyte,second,Average amount of data received per second,0,vsphere,net bytesRx avg +vsphere.net.bytesTx.avg,gauge,,kibibyte,second,Average amount of data transmitted per second,0,vsphere,net bytesTx avg vsphere.net.droppedRx.sum,gauge,,packet,,Number of received packets dropped,-1,vsphere,net droppedRx sum vsphere.net.droppedTx.sum,gauge,,packet,,Number of transmitted packets dropped,-1,vsphere,net droppedTx sum -vsphere.net.errorRx.sum,gauge,,packet,,Number of packets with errors received,-1,vsphere,net errorRx sum -vsphere.net.errorTx.sum,gauge,,packet,,Number of packets with errors transmitted,-1,vsphere,net errorTx sum +vsphere.net.errorsRx.sum,gauge,,packet,,Number of packets with errors received,-1,vsphere,net errorRx sum +vsphere.net.errorsTx.sum,gauge,,packet,,Number of packets with errors transmitted,-1,vsphere,net errorTx sum vsphere.net.multicastRx.sum,gauge,,packet,,Number of multicast packets received,0,vsphere,net multicastRx sum vsphere.net.multicastTx.sum,gauge,,packet,,Number of multicast packets transmitted,0,vsphere,net multicastTx sum vsphere.net.packetsRx.sum,gauge,,packet,,Number of packets received,0,vsphere,net packetsRx sum vsphere.net.packetsTx.sum,gauge,,packet,,Number of packets transmitted,0,vsphere,net packetsTx sum +vsphere.net.pnicBytesRx.avg,gauge,,,,,0,vsphere,mem net pnic bytesRx +vsphere.net.pnicBytesTx.avg,gauge,,,,,0,vsphere,mem net pnic bytesTx vsphere.net.received.avg,gauge,,kibibyte,second,Average rate at which data was received during the interval. This represents the bandwidth of the network,0,vsphere,net received avg vsphere.net.transmitted.avg,gauge,,kibibyte,second,Average rate at which data was transmitted during the interval. This represents the bandwidth of the network,0,vsphere,net transmitted avg vsphere.net.unknownProtos.sum,gauge,,kibibyte,second,Number of frames with unknown protocol received,0,vsphere,net unknownProtos sum +vsphere.net.usage.avg,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage avg +vsphere.net.usage.max,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage max +vsphere.net.usage.min,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage min +vsphere.net.usage.raw,gauge,,kibibyte,second,Network utilization (combined transmit- and receive-rates),0,vsphere,net usage raw +vsphere.network.received,rate,,kibibyte,,Number of kilobytes received by the host,-1,vsphere,net rx +vsphere.network.transmitted,rate,,kibibyte,,Number of kilobytes transmitted by the host,-1,vsphere,net tx +vsphere.power.energy.sum,gauge,,,,"Total energy (in joule) used since last stats reset.",-1,vsphere,power energy sum vsphere.power.power.avg,gauge,,watt,,Current power usage,-1,vsphere,power avg -vsphere.datastore.datastoreIops.avg,gauge,,operation,second,Storage I/O Control aggregated IOPS,-1,vsphere,datastoreIops avg -vsphere.datastore.datastoreMaxQueueDepth.latest,gauge,,command,,Storage I/O Control datastore maximum queue depth,1,vsphere,datastoreMaxQueueDepth latest -vsphere.datastore.datastoreReadIops.latest,gauge,,operation,second,Storage DRS datastore read I/O rate,0,vsphere,datastoreReadIops latest -vsphere.datastore.datastoreReadOIO.latest,gauge,,request,,Storage DRS datastore outstanding read requests,-1,vsphere,datastoreReadOIO latest -vsphere.datastore.datastoreVMObservedLatency.latest,gauge,,microsecond,,The average datastore latency as seen by virtual machines,-1,vsphere,datastoreVMObservedLatency latest -vsphere.datastore.datastoreWriteIops.latest,gauge,,operation,second,Storage DRS datastore write I/O rate,-1,vsphere,datastoreWriteIops latest -vsphere.datastore.datastoreWriteOIO.latest,gauge,,request,,Storage DRS datastore outstanding write requests,-1,vsphere,datastoreWriteOIO latest -vsphere.datastore.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,numberReadAveraged avg -vsphere.datastore.siocActiveTimePercentage.avg,gauge,,percent,,Percentage of time Storage I/O Control actively controlled datastore latency,-1,vsphere,siocActiveTimePercentage avg -vsphere.datastore.sizeNormalizedDatastoreLatency.avg,gauge,,microsecond,,Storage I/O Control size-normalized I/O latency,-1,vsphere,sizeNormalizedDatastoreLatency avg -vsphere.datastore.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the datastore,-1,vsphere,totalReadLatency avg -vsphere.datastore.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the datastore,-1,vsphere,totalWriteLatency avg -vsphere.datastore.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,datastore busResets sum -vsphere.datastore.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,commandsAborted sum -vsphere.datastore.datastoreNormalReadLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized read latency,-1,vsphere,datastoreNormalReadLatency latest -vsphere.datastore.datastoreNormalWriteLatency.latest,gauge,,millisecond,,Storage DRS datastore normalized write latency,-1,vsphere,datastoreNormalWriteLatency latest -vsphere.datastore.datastoreReadBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes read,0,vsphere,datastoreReadBytes latest -vsphere.datastore.datastoreWriteBytes.latest,gauge,,millisecond,,Storage DRS datastore bytes written,0,vsphere,datastoreWriteBytes latest -vsphere.datastore.read.avg,gauge,,kibibyte,second,Rate of reading data from the datastore,0,vsphere,datastore read avg -vsphere.datastore.write.avg,gauge,,kibibyte,second,Rate of writing data to the datastore,0,vsphere,datastore write avg -vsphere.disk.capacity.latest,gauge,,kibibyte,,Configured size of the datastore,0,vsphere,disk capacity latest -vsphere.disk.provisioned.latest,gauge,,kibibyte,,Amount of storage set aside for use by a datastore or a virtual machine. Files on the datastore and the virtual machine can expand to this size but not beyond it,0,vsphere,disk provisioned latest -vsphere.disk.unshared.latest,gauge,,kibibyte,,Amount of space associated exclusively with a virtual machine,0,vsphere,disk unshared latest -vsphere.disk.used.latest,gauge,,kibibyte,,"Amount of space actually used by the virtual machine or the datastore. May be less than the amount provisioned at any given time, depending on whether the virtual machine is powered-off, whether snapshots have been created or not, and other such factors",0,vsphere,disk used latest -vsphere.disk.deviceLatency.avg,gauge,,millisecond,,Average amount of time it takes to complete an SCSI command from physical device,-1,vsphere,disk dev lat avg -vsphere.disk.maxQueueDepth.avg,gauge,,command,,Maximum queue depth,0,vsphere,disk maxQueueDepth avg -vsphere.disk.maxTotalLatency.latest,gauge,,millisecond,,Highest latency value across all disks used by the host,-1,vsphere,disk max total lat -vsphere.disk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the datastore,0,vsphere,disk num read avg -vsphere.disk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the datastore,0,vsphere,disk num write avg -vsphere.disk.usage.avg,gauge,,kibibyte,second,Aggregated disk I/O rate,0,vsphere,disk usage avg -vsphere.disk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,disk busResets sum -vsphere.disk.commands.sum,gauge,,command,,Number of SCSI commands issued,0,vsphere,disk commands sum -vsphere.disk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,disk commandsAborted sum -vsphere.disk.commandsAveraged.avg,gauge,,command,second,Average number of SCSI commands issued per second,0,vsphere,disk commandsAveraged avg -vsphere.disk.deltaused.latest,gauge,,kibibyte,,Storage overhead of a virtual machine or a datastore due to delta disk backings,-1,vsphere,disk deltaused latest -vsphere.disk.deviceReadLatency.avg,gauge,,millisecond,,Average amount of time to read from the physical device,-1,vsphere,disk dev read lat avg -vsphere.disk.deviceWriteLatency.avg,gauge,,millisecond,,Average amount of time to write from the physical device,-1,vsphere,disk dev write lat avg -vsphere.disk.kernelLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI command,-1,vsphere,disk kernel lat avg -vsphere.disk.kernelReadLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI read command,-1,vsphere,disk kernel read lat avg -vsphere.disk.kernelWriteLatency.avg,gauge,,millisecond,,Average amount of time spent by VMkernel to process each SCSI write command,-1,vsphere,disk kernel write lat avg -vsphere.disk.queueLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI command,-1,vsphere,disk queue lat avg -vsphere.disk.queueReadLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI read command,-1,vsphere,disk queue read lat avg -vsphere.disk.queueWriteLatency.avg,gauge,,millisecond,command,Average amount of time spent in the VMkernel queue per SCSI write command,-1,vsphere,disk queue write lat avg -vsphere.disk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the disk each second,0,vsphere,disk read avg -vsphere.disk.totalReadLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI read command issued from the guest OS to the virtual machine,-1,vsphere,disk total read lat avg -vsphere.disk.totalWriteLatency.avg,gauge,,millisecond,command,Average amount of time taken to process a SCSI write command issued by the guest OS to the virtual machine,-1,vsphere,disk total write lat avg -vsphere.disk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the disk each second,0,vsphere,disk write avg -vsphere.virtualDisk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the virtual disk,0,vsphere,virtualdisk num read avg -vsphere.virtualDisk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the virtual disk,0,vsphere,virtualdisk num write avg -vsphere.virtualDisk.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the virtual disk,-1,vsphere,virtualdisk totalReadLatency avg -vsphere.virtualDisk.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the virtual disk,-1,vsphere,virtualdisk totalWriteLatency avg -vsphere.virtualDisk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,virtualdisk busResets sum -vsphere.virtualDisk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,virutaldisk commandsAborted sum -vsphere.virtualDisk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the virtual disk each second,0,vsphere,virtualdisk read avg -vsphere.virtualDisk.readLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the read workload model,0,vsphere,virtualdisk readLoadMetric latest -vsphere.virtualDisk.readOIO.latest,gauge,,request,,Average number of outstanding read requests to the virtual disk,0,vsphere,virtualdisk readOIO latest -vsphere.virtualDisk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the virtual disk each second,0,vsphere,virtualdisk write avg -vsphere.virtualDisk.writeLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the write workload model,0,vsphere,virtualdisk writeLoadMetric latest -vsphere.virtualDisk.writeOIO.latest,gauge,,request,,Average number of outstanding write requests to the virtual disk,0,vsphere,virtualdisk writeOIO latest +vsphere.power.powerCap.avg,gauge,,watt,,"Maximum allowed power usage.",-1,vsphere,powercap avg +vsphere.rescpu.actav1.latest,gauge,,percent,,"CPU active average over 1 minute",-1,vsphere,respcu actav1 +vsphere.rescpu.actav15.latest,gauge,,percent,,"CPU active average over 15 minutes",-1,vsphere,respcu actav15 +vsphere.rescpu.actav5.latest,gauge,,percent,,"CPU active average over 5 minutes",-1,vsphere,respcu actav5 +vsphere.rescpu.actpk1.latest,gauge,,percent,,"CPU active peak over 1 minute",-1,vsphere,respcu actpk1 +vsphere.rescpu.actpk15.latest,gauge,,percent,,"CPU active peak over 15 minutes",-1,vsphere,respcu actpk15 +vsphere.rescpu.actpk5.latest,gauge,,percent,,"CPU active peak over 5 minutes",-1,vsphere,respcu actpk5 +vsphere.rescpu.maxLimited1.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 1 minute",-1,vsphere,respcu maxLimited1 +vsphere.rescpu.maxLimited15.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 15 minutes",-1,vsphere,respcu maxLimited15 +vsphere.rescpu.maxLimited5.latest,gauge,,percent,,"Amount of CPU resources over the limit that were refused, average over 5 minutes",-1,vsphere,respcu maxLimited5 +vsphere.rescpu.runav1.latest,gauge,,percent,,"CPU running average over 1 minute",-1,vsphere,respcu runav1 +vsphere.rescpu.runav15.latest,gauge,,percent,,"CPU running average over 15 minutes",-1,vsphere,respcu runav15 +vsphere.rescpu.runav5.latest,gauge,,percent,,"CPU running average over 5 minutes",-1,vsphere,respcu runav5 +vsphere.rescpu.runpk1.latest,gauge,,percent,,"CPU running peak over 1 minute",-1,vsphere,respcu runpk1 +vsphere.rescpu.runpk15.latest,gauge,,percent,,"CPU running peak over 15 minutes",-1,vsphere,respcu runpk15 +vsphere.rescpu.runpk5.latest,gauge,,percent,,"CPU running peak over 5 minutes",-1,vsphere,respcu runpk5 +vsphere.rescpu.sampleCount.latest,gauge,,,,"Group CPU sample count.",-1,vsphere,respcu samplecounter +vsphere.rescpu.samplePeriod.latest,gauge,,millisecond,,"Group CPU sample period.",-1,vsphere,respcu sampleperiod vsphere.storageAdapter.commandsAveraged.avg,gauge,,command,second,Average number of commands issued per second by the storage adapter,0,vsphere,storageAdapter commandsAveraged avg +vsphere.storageAdapter.maxTotalLatency.latest,gauge,,millisecond,,"Highest latency value across all storage adapters used by the host",-1,vsphere,storageAdapter maxtotallatency vsphere.storageAdapter.numberReadAveraged.avg,gauge,,command,second,Average number of read commands issued per second by the storage adapter,0,vsphere,storageAdapter readAveraged avg vsphere.storageAdapter.numberWriteAveraged.avg,gauge,,command,second,Average number of write commands issued per second by the storage adapter,0,vsphere,storageAdapter writeAveraged avg vsphere.storageAdapter.outstandingIOs.avg,gauge,,command,,The number of I/Os that have been issued but have not yet completed,-1,vsphere,storageAdapter outstandingIOs avg @@ -163,8 +294,63 @@ vsphere.storageAdapter.totalWriteLatency.avg,gauge,,millisecond,,Average amount vsphere.storageAdapter.write.avg,gauge,,kibibyte,second,Rate of writing data by the storage adapter,0,vsphere,storageAdapter write avg vsphere.storagePath.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,storagePath busResets sum vsphere.storagePath.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,storagePath commandsAborted sum +vsphere.storagePath.commandsAveraged.avg,gauge,,command,,"Average number of commands issued per second on the storage path during the collection interval",-1,vsphere,storagePath cmd avg +vsphere.storagePath.maxTotalLatency.latest,gauge,,millisecond,,"Highest latency value across all storage paths used by the host",-1,vsphere,storagePath max tot lat +vsphere.storagePath.numberReadAveraged.avg,gauge,,,,"Average number of read commands issued per second on the storage path during the collection interval",-1,vsphere,storagePath nb rd avg +vsphere.storagePath.numberWriteAveraged.avg,gauge,,,,"Average number of write commands issued per second on the storage path during the collection interval",-1,vsphere,storagePath nnb wr avg +vsphere.storagePath.read.avg,gauge,,kibibyte,second,Rate of reading data on the storage path,-1,vsphere,storagePath rd avg +vsphere.storagePath.totalReadLatency.avg,gauge,,millisecond,,"Average amount of time for a read issued on the storage path. Total latency = kernel latency + device latency.",-1,vsphere,storagePath tot rd lat +vsphere.storagePath.totalWriteLatency.avg,gauge,,millisecond,,"Average amount of time for a write issued on the storage path. Total latency = kernel latency + device latency.",-1,vsphere,storagePath tot wr lat +vsphere.storagePath.write.avg,gauge,,kibibyte,second,Rate of writing data on the storage path,-1,vsphere,storagePath wr lat vsphere.sys.heartbeat.latest,gauge,,,,Number of heartbeats issued per virtual machine,0,vsphere,heartbeat +vsphere.sys.heartbeat.sum,gauge,,,,Number of heartbeats issued per virtual machine,0,vsphere,heartbeat avg +vsphere.sys.osUptime.latest,gauge,,second,,"Total time elapsed, in seconds, since last operating system boot-up",0,sys os uptime +vsphere.sys.resourceCpuAct1.latest,gauge,,percent,,"CPU active average over 1 minute of the system resource group",0,vsphere,sys res cpu act1 +vsphere.sys.resourceCpuAct5.latest,gauge,,percent,,"CPU active average over 5 minutes of the system resource group",0,vsphere,sys res cpu act5 +vsphere.sys.resourceCpuAllocMax.latest,gauge,,megahertz,,"CPU allocation limit (in MHz) of the system resource group",0,vsphere,sys res cpu alloc max +vsphere.sys.resourceCpuAllocMin.latest,gauge,,megahertz,,"CPU allocation reservation (in MHz) of the system resource group",0,vsphere,sys res cpu alloc min +vsphere.sys.resourceCpuAllocShares.latest,gauge,,,,"CPU allocation shares of the system resource group",0,vsphere,sys res cpu alloc share +vsphere.sys.resourceCpuMaxLimited1.latest,gauge,,percent,,"CPU maximum limited over 1 minute of the system resource group",0,vsphere,sys res cpu maxlim 1 +vsphere.sys.resourceCpuMaxLimited5.latest,gauge,,percent,,"CPU maximum limited over 5 minutes of the system resource group",0,vsphere,sys res cpu maxlim 5 +vsphere.sys.resourceCpuRun1.latest,gauge,,percent,,"CPU running average over 1 minute of the system resource group",0,vsphere,sys res cpu run 1 +vsphere.sys.resourceCpuRun5.latest,gauge,,percent,,"CPU running average over 5 minutes of the system resource group",0,vsphere,sys res cpu run 5 +vsphere.sys.resourceCpuUsage.avg,gauge,,megahertz,,"Amount of CPU used by the Service Console and other applications during the interval by the Service Console and other applications.",0,vsphere,sys res cpu usage avg +vsphere.sys.resourceCpuUsage.max,gauge,,megahertz,,"Amount of CPU used by the Service Console and other applications during the interval by the Service Console and other applications.",0,vsphere,sys res cpu usage max +vsphere.sys.resourceCpuUsage.min,gauge,,megahertz,,"Amount of CPU used by the Service Console and other applications during the interval by the Service Console and other applications.",0,vsphere,sys res cpu usage min +vsphere.sys.resourceCpuUsage.raw,gauge,,megahertz,,"Amount of CPU used by the Service Console and other applications during the interval by the Service Console and other applications.",0,vsphere,sys res cpu usage raw +vsphere.sys.resourceFdUsage.latest,gauge,,,,"Number of file descriptors used by the system resource group",0,vsphere,sys res fd usage +vsphere.sys.resourceMemAllocMax.latest,gauge,,kibibyte,,"Memory allocation limit (in KB) of the system resource group",0,vsphere,sys res mem alloc max +vsphere.sys.resourceMemAllocMin.latest,gauge,,kibibyte,,"Memory allocation reservation (in KB) of the system resource group",0,vsphere,sys res mem alloc min +vsphere.sys.resourceMemAllocShares.latest,gauge,,,,"Memory allocation shares of the system resource group",0,vsphere,sys res mem alloc shares +vsphere.sys.resourceMemConsumed.latest,gauge,,kibibyte,,"Memory consumed by the system resource group",0,vsphere,sys res mem consumed +vsphere.sys.resourceMemCow.latest,gauge,,kibibyte,,"Memory shared by the system resource group",0,vsphere,sys res mem cow +vsphere.sys.resourceMemMapped.latest,gauge,,kibibyte,,"Memory mapped by the system resource group",0,vsphere,sys res mem mapped +vsphere.sys.resourceMemOverhead.latest,gauge,,kibibyte,,"Overhead memory consumed by the system resource group",0,vsphere,sys res mem overhead +vsphere.sys.resourceMemShared.latest,gauge,,kibibyte,,"Memory saved due to sharing by the system resource group",0,vsphere,sys res mem shared +vsphere.sys.resourceMemSwapped.latest,gauge,,kibibyte,,"Memory swapped out by the system resource group",0,vsphere,sys res mem swap +vsphere.sys.resourceMemTouched.latest,gauge,,kibibyte,,"Memory touched by the system resource group",0,vsphere,sys res mem touch +vsphere.sys.resourceMemZero.latest,gauge,,kibibyte,,"Zero filled memory used by the system resource group",0,vsphere,sys res mem zero vsphere.sys.uptime.latest,gauge,,second,,Total time elapsed since last system startup,0,vsphere,uptime +vsphere.virtualDisk.busResets.sum,gauge,,command,,Number of SCSI-bus reset commands issued,0,vsphere,virtualdisk busResets sum +vsphere.virtualDisk.commandsAborted.sum,gauge,,command,,Number of SCSI commands aborted,-1,vsphere,virutaldisk commandsAborted sum +vsphere.virtualDisk.largeSeeks.latest,gauge,,,,"Number of seeks during the interval that were greater than 8192 LBNs apart",0,vsphere,virtualdisk lrg seeks +vsphere.virtualDisk.mediumSeeks.latest,gauge,,,,"Number of seeks during the interval that were between 64 and 8192 LBNs apart",0,vsphere,virtualdisk mdm seeks +vsphere.virtualDisk.numberReadAveraged.avg,gauge,,command,,Average number of read commands issued per second to the virtual disk,0,vsphere,virtualdisk num read avg +vsphere.virtualDisk.numberWriteAveraged.avg,gauge,,command,,Average number of write commands issued per second to the virtual disk,0,vsphere,virtualdisk num write avg +vsphere.virtualDisk.read.avg,gauge,,kibibyte,second,Average number of kilobytes read from the virtual disk each second,0,vsphere,virtualdisk read avg +vsphere.virtualDisk.readIOSize.latest,gauge,,,,"Average read request size in bytes",0,vsphere,virtualdisk rd IO size +vsphere.virtualDisk.readLatencyUS.latest,gauge,,microsecond,,"Read latency in microseconds",0,vsphere,virtualdisk rd lat us +vsphere.virtualDisk.readLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the read workload model,0,vsphere,virtualdisk readLoadMetric latest +vsphere.virtualDisk.readOIO.latest,gauge,,request,,Average number of outstanding read requests to the virtual disk,0,vsphere,virtualdisk readOIO latest +vsphere.virtualDisk.smallSeeks.latest,gauge,,,,"Number of seeks during the interval that were less than 64 LBNs apart",0,vsphere,virtualdisk sml seeks +vsphere.virtualDisk.totalReadLatency.avg,gauge,,millisecond,,Average amount of time for a read operation from the virtual disk,-1,vsphere,virtualdisk totalReadLatency avg +vsphere.virtualDisk.totalWriteLatency.avg,gauge,,millisecond,,Average amount of time for a write operation from the virtual disk,-1,vsphere,virtualdisk totalWriteLatency avg +vsphere.virtualDisk.write.avg,gauge,,kibibyte,second,Average number of kilobytes written to the virtual disk each second,0,vsphere,virtualdisk write avg +vsphere.virtualDisk.writeIOSize.latest,gauge,,,,"Average write request size in bytes",0,vsphere,virtualdisk wr io size +vsphere.virtualDisk.writeLatencyUS.latest,gauge,,microsecond,,"Write latency in microseconds",0,vsphere,virtualdisk wr lat us +vsphere.virtualDisk.writeLoadMetric.latest,gauge,,,,Storage DRS virtual disk metric for the write workload model,0,vsphere,virtualdisk writeLoadMetric latest +vsphere.virtualDisk.writeOIO.latest,gauge,,request,,Average number of outstanding write requests to the virtual disk,0,vsphere,virtualdisk writeOIO latest +vsphere.vm.count,gauge,,,,The total number of VMs,0,vsphere,vm count vsphere.vmop.numChangeDS.latest,gauge,,operation,,Number of datastore change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeDS vsphere.vmop.numChangeHost.latest,gauge,,operation,,Number of host change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeHost vsphere.vmop.numChangeHostDS.latest,gauge,,operation,,Number of host and datastore change operations for powered-off and suspended virtual machines,0,vsphere,vmop numChangeHostDS @@ -185,3 +371,11 @@ vsphere.vmop.numSuspend.latest,gauge,,operation,,Number of virtual machine suspe vsphere.vmop.numUnregister.latest,gauge,,operation,,Number of virtual machine unregister operations,0,vsphere,vmop numUnregister vsphere.vmop.numVMotion.latest,gauge,,operation,,Number of migrations with vMotion (host change operations for powered-on VMs),0,vsphere,vmop numVMotion vsphere.vmop.numXVMotion.latest,gauge,,operation,,Number of host and datastore change operations for powered-on and suspended virtual machines,0,vsphere,vmop numXVMotion +datadog.vsphere.query_metrics.time.avg,gauge,,second,,"Time required to run a query_metrics operation (avg)",-1,vsphere,dd querymetrics avg +datadog.vsphere.query_metrics.time.max,gauge,,second,,"Time required to run a query_metrics operation (max)",-1,vsphere,dd querymetrics max +datadog.vsphere.query_metrics.time.count,gauge,,second,,"Time required to run a query_metrics operation (count)",-1,vsphere,dd querymetrics count +datadog.vsphere.query_metrics.time.median,gauge,,second,,"Time required to run a query_metrics operation (med)",-1,vsphere,dd querymetrics med +datadog.vsphere.query_metrics.time.95percentile,gauge,,second,,"Time required to run a query_metrics operation (95th)",-1,vsphere,dd querymetrics 95th +datadog.vsphere.collect_events.time,gauge,,second,,"Time required to collect events",-1,vsphere,dd collectevents +datadog.vsphere.refresh_infrastructure_cache.time,gauge,,second,,"Time required to refresh the infra cache",-1,vsphere,dd refresh infra cache +datadog.vsphere.refresh_metrics_metadata_cache.time,gauge,,second,,"Time required to refresh the metrics metadata cache",-1,vsphere,dd refresh metadata cache diff --git a/vsphere/requirements.in b/vsphere/requirements.in index 3e5564862d928..c19a7a7d1daa3 100644 --- a/vsphere/requirements.in +++ b/vsphere/requirements.in @@ -1 +1,2 @@ +futures==3.3.0; python_version < '3.0' pyvmomi==v6.5.0.2017.5-1 diff --git a/vsphere/tests/__init__.py b/vsphere/tests/__init__.py index e69de29bb2d1d..c76a6c6c0b5fb 100644 --- a/vsphere/tests/__init__.py +++ b/vsphere/tests/__init__.py @@ -0,0 +1,3 @@ +# (C) Datadog, Inc. 2018-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) diff --git a/vsphere/tests/common.py b/vsphere/tests/common.py new file mode 100644 index 0000000000000..20ff8f96749cb --- /dev/null +++ b/vsphere/tests/common.py @@ -0,0 +1,6 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import os + +HERE = os.path.abspath(os.path.dirname(__file__)) diff --git a/vsphere/tests/conftest.py b/vsphere/tests/conftest.py index 333e30b121b66..86b1903ef2738 100644 --- a/vsphere/tests/conftest.py +++ b/vsphere/tests/conftest.py @@ -1,47 +1,64 @@ -# (C) Datadog, Inc. 2018-present +# (C) Datadog, Inc. 2019-present # All rights reserved # Licensed under Simplified BSD License (see LICENSE) -import mock +import os + import pytest +from mock import MagicMock, Mock, patch +from tests.mocked_api import MockedAPI -from datadog_checks.vsphere import VSphereCheck -from .utils import disable_thread_pool, get_mocked_server +@pytest.fixture() +def realtime_instance(): + return { + 'collection_level': 4, + 'empty_default_hostname': True, + 'use_legacy_check_version': False, + 'host': os.environ.get('VSPHERE_URL', 'FAKE'), + 'username': os.environ.get('VSPHERE_USERNAME', 'FAKE'), + 'password': os.environ.get('VSPHERE_PASSWORD', 'FAKE'), + 'ssl_verify': False, + } -def _instance(): - """ - Create a default instance, used by multiple fixtures - """ - return {'name': 'vsphere_mock', 'tags': ['foo:bar']} +@pytest.fixture() +def historical_instance(): + return { + 'collection_level': 1, + 'empty_default_hostname': True, + 'use_legacy_check_version': False, + 'host': os.environ.get('VSPHERE_URL', 'FAKE'), + 'username': os.environ.get('VSPHERE_USERNAME', 'FAKE'), + 'password': os.environ.get('VSPHERE_PASSWORD', 'FAKE'), + 'ssl_verify': False, + 'collection_type': 'historical', + } @pytest.fixture -def instance(): - """ - Return a default instance - """ - return _instance() +def mock_type(): + with patch('datadog_checks.vsphere.cache.type') as cache_type, patch( + 'datadog_checks.vsphere.utils.type' + ) as utils_type, patch('datadog_checks.vsphere.vsphere_new.type') as vsphere_type: + new_type_function = lambda x: x.__class__ if isinstance(x, Mock) else type(x) # noqa: E731 + cache_type.side_effect = new_type_function + utils_type.side_effect = new_type_function + vsphere_type.side_effect = new_type_function + yield @pytest.fixture -def vsphere(): - """ - Provide a check instance with mocked parts - """ - # mock the server - server_mock = get_mocked_server() - # create a check instance - check = VSphereCheck('vsphere', {}, {}, [_instance()]) - # patch the check instance - check._get_server_instance = mock.MagicMock(return_value=server_mock) - # return the check after disabling the thread pool - return disable_thread_pool(check) +def mock_threadpool(): + with patch('datadog_checks.vsphere.vsphere_new.ThreadPoolExecutor') as pool, patch( + 'datadog_checks.vsphere.vsphere_new.as_completed', side_effect=lambda x: x + ): + pool.return_value.submit = lambda f, args: MagicMock( + done=MagicMock(return_value=True), result=MagicMock(return_value=f(args)), exception=lambda: None + ) + yield @pytest.fixture -def aggregator(): - from datadog_checks.stubs import aggregator - - aggregator.reset() - return aggregator +def mock_api(): + with patch('datadog_checks.vsphere.vsphere_new.VSphereAPI', MockedAPI): + yield diff --git a/vsphere/tests/fixtures/counters.json b/vsphere/tests/fixtures/counters.json new file mode 100644 index 0000000000000..c47690670d4c4 --- /dev/null +++ b/vsphere/tests/fixtures/counters.json @@ -0,0 +1,3416 @@ +[ + { + "key": 1, + "groupInfo.key": "cpu", + "nameInfo.key": "usage", + "rollup": "none" + }, + { + "key": 2, + "groupInfo.key": "cpu", + "nameInfo.key": "usage", + "rollup": "average" + }, + { + "key": 3, + "groupInfo.key": "cpu", + "nameInfo.key": "usage", + "rollup": "minimum" + }, + { + "key": 4, + "groupInfo.key": "cpu", + "nameInfo.key": "usage", + "rollup": "maximum" + }, + { + "key": 5, + "groupInfo.key": "cpu", + "nameInfo.key": "usagemhz", + "rollup": "none" + }, + { + "key": 6, + "groupInfo.key": "cpu", + "nameInfo.key": "usagemhz", + "rollup": "average" + }, + { + "key": 7, + "groupInfo.key": "cpu", + "nameInfo.key": "usagemhz", + "rollup": "minimum" + }, + { + "key": 8, + "groupInfo.key": "cpu", + "nameInfo.key": "usagemhz", + "rollup": "maximum" + }, + { + "key": 9, + "groupInfo.key": "cpu", + "nameInfo.key": "reservedCapacity", + "rollup": "average" + }, + { + "key": 10, + "groupInfo.key": "cpu", + "nameInfo.key": "system", + "rollup": "summation" + }, + { + "key": 11, + "groupInfo.key": "cpu", + "nameInfo.key": "wait", + "rollup": "summation" + }, + { + "key": 12, + "groupInfo.key": "cpu", + "nameInfo.key": "ready", + "rollup": 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"virtualDisk", + "nameInfo.key": "writeIOSize", + "rollup": "latest" + }, + { + "key": 527, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "smallSeeks", + "rollup": "latest" + }, + { + "key": 528, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "mediumSeeks", + "rollup": "latest" + }, + { + "key": 529, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "largeSeeks", + "rollup": "latest" + }, + { + "key": 530, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "readLatencyUS", + "rollup": "latest" + }, + { + "key": 531, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "writeLatencyUS", + "rollup": "latest" + }, + { + "key": 532, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "vFlashCacheIops", + "rollup": "latest" + }, + { + "key": 533, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "vFlashCacheLatency", + "rollup": "latest" + }, + { + "key": 534, + "groupInfo.key": "virtualDisk", + "nameInfo.key": "vFlashCacheThroughput", + "rollup": "latest" + }, + { + "key": 535, + "groupInfo.key": "datastore", + "nameInfo.key": "datastoreMaxQueueDepth", + "rollup": "latest" + }, + { + "key": 536, + "groupInfo.key": "hbr", + "nameInfo.key": "hbrNumVms", + "rollup": "average" + }, + { + "key": 537, + "groupInfo.key": "hbr", + "nameInfo.key": "hbrNetRx", + "rollup": "average" + }, + { + "key": 538, + "groupInfo.key": "hbr", + "nameInfo.key": "hbrNetTx", + "rollup": "average" + }, + { + "key": 539, + "groupInfo.key": "vflashModule", + "nameInfo.key": "numActiveVMDKs", + "rollup": "latest" + }, + { + "key": 540, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "readIops", + "rollup": "average" + }, + { + "key": 541, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "readThroughput", + "rollup": "average" + }, + { + "key": 542, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "readAvgLatency", + "rollup": "average" + }, + { + "key": 543, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "readMaxLatency", + "rollup": "latest" + }, + { + "key": 544, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "readCacheHitRate", + "rollup": "latest" + }, + { + "key": 545, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "readCongestion", + "rollup": "average" + }, + { + "key": 546, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "writeIops", + "rollup": "average" + }, + { + "key": 547, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "writeThroughput", + "rollup": "average" + }, + { + "key": 548, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "writeAvgLatency", + "rollup": "average" + }, + { + "key": 549, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "writeMaxLatency", + "rollup": "latest" + }, + { + "key": 550, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "writeCongestion", + "rollup": "average" + }, + { + "key": 551, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "recoveryWriteIops", + "rollup": "average" + }, + { + "key": 552, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "recoveryWriteThroughput", + "rollup": "average" + }, + { + "key": 553, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "recoveryWriteAvgLatency", + "rollup": "average" + }, + { + "key": 554, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "recoveryWriteMaxLatency", + "rollup": "latest" + }, + { + "key": 555, + "groupInfo.key": "vsanDomObj", + "nameInfo.key": "recoveryWriteCongestion", + "rollup": "average" + }, + { + "key": 556, + "groupInfo.key": "gpu", + "nameInfo.key": "utilization", + "rollup": "none" + }, + { + "key": 557, + "groupInfo.key": "gpu", + "nameInfo.key": "utilization", + "rollup": "average" + }, + { + "key": 558, + "groupInfo.key": "gpu", + "nameInfo.key": "utilization", + "rollup": "maximum" + }, + { + "key": 559, + "groupInfo.key": "gpu", + "nameInfo.key": "utilization", + "rollup": "minimum" + }, + { + "key": 560, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.used", + "rollup": "none" + }, + { + "key": 561, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.used", + "rollup": "average" + }, + { + "key": 562, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.used", + "rollup": "maximum" + }, + { + "key": 563, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.used", + "rollup": "minimum" + }, + { + "key": 564, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.usage", + "rollup": "none" + }, + { + "key": 565, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.usage", + "rollup": "average" + }, + { + "key": 566, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.usage", + "rollup": "maximum" + }, + { + "key": 567, + "groupInfo.key": "gpu", + "nameInfo.key": "mem.usage", + "rollup": "minimum" + }, + { + "key": 568, + "groupInfo.key": "gpu", + "nameInfo.key": "temperature", + "rollup": "average" + }, + { + "key": 569, + "groupInfo.key": "pmem", + "nameInfo.key": "available.reservation", + "rollup": "latest" + } +] diff --git a/vsphere/tests/fixtures/host_tags_values.json b/vsphere/tests/fixtures/host_tags_values.json new file mode 100644 index 0000000000000..1828af1413b1e --- /dev/null +++ b/vsphere/tests/fixtures/host_tags_values.json @@ -0,0 +1,378 @@ +[ + [ + "$VM3-2", + { + "vsphere": [ + "vsphere_host:10.0.0.103", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "$VM5", + { + "vsphere": [ + "vsphere_host:10.0.0.103", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "10.0.0.101", + { + "vsphere": [ + "vsphere_folder:Datacenters", + "vsphere_datacenter:Dätacenter", + "vsphere_folder:host", + "vsphere_cluster:Cluster2", + "vsphere_compute:Cluster2", + "vsphere_type:host", + "vcenter_server:FAKE" + ] + } + ], + [ + "10.0.0.102", + { + "vsphere": [ + "vsphere_folder:Datacenters", + "vsphere_datacenter:Dätacenter", + "vsphere_folder:host", + "vsphere_cluster:Cluster2", + "vsphere_compute:Cluster2", + "vsphere_type:host", + "vcenter_server:FAKE" + ] + } + ], + [ + "10.0.0.103", + { + "vsphere": [ + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:host", + "vsphere_cluster:Cluster2", + "vsphere_compute:Cluster2", + "vsphere_type:host", + "vcenter_server:FAKE" + ] + } + ], + [ + "10.0.0.104", + { + "vsphere": [ + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:host", + "vsphere_cluster:Cluster2", + "vsphere_compute:Cluster2", + "vsphere_type:host", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM3-1", + { + "vsphere": [ + "vsphere_host:10.0.0.103", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-1", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], [ + "VM4-10", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-11", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-12", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-13", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-14", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-15", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-16", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-17", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-18", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-19", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-2", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-20", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-3", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-4", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-5", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-6", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-7", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-8", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ], + [ + "VM4-9", + { + "vsphere": [ + "vsphere_host:10.0.0.104", + "vsphere_folder:Datacenters", + "vsphere_datacenter:Datacenter2", + "vsphere_folder:vm", + "vsphere_folder:Discovered virtual machine", + "vsphere_type:vm", + "vcenter_server:FAKE" + ] + } + ] +] diff --git a/vsphere/tests/fixtures/metrics_historical.json b/vsphere/tests/fixtures/metrics_historical.json new file mode 100644 index 0000000000000..2ebceb3d19468 --- /dev/null +++ b/vsphere/tests/fixtures/metrics_historical.json @@ -0,0 +1,3501 @@ +[ + { + "entity": "Cluster2", + "value": [ + 7042, + 7042, + 7041, + 7040, + 7042, + 7042, + 7041, + 7041, + 7039, + 7037, + 7038, + 7039, + 7038, + 7039, + 7037, + 7037, + 7040, + 7040, + 7038, + 7036, + 2308, + 2309 + ], + "counterId": 24, + "instance": "" + }, + { + "entity": "Cluster2", + "value": [ + 7491, + 7458, + 7532, + 7561, + 7549, + 7512, + 7545, + 7552, + 7536, + 7539, + 7544, + 7538, + 7499, + 7485, + 7494, + 7502, + 7544 + ], + "counterId": 6, + "instance": "" + }, + { + "entity": "Cluster2", + "value": [ + 12152832, + 12152832, + 12152832, + 12152832, + 12152832, + 12152832, + 12152832, + 12152832, + 12152832, + 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"vsphere.cpu.totalCapacity.avg", + "value": 6976.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.sysUsage.raw", + "value": 1417820.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.sysUsage.raw", + "value": 1445548.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.sysUsage.avg", + "value": 1417820.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.sysUsage.avg", + "value": 1445548.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.sysUsage.max", + "value": 1417820.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.sysUsage.max", + "value": 1445548.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.sysUsage.min", + "value": 1417820.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.sysUsage.min", + "value": 1445548.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.totalCapacity.avg", + "value": 4875.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.totalCapacity.avg", + "value": 4848.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.lowfreethreshold.avg", + "value": 417760.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.lowfreethreshold.avg", + "value": 417760.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapIn.raw", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapIn.raw", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapIn.avg", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapIn.avg", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapIn.max", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapIn.max", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapIn.min", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapIn.min", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapOut.raw", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapOut.raw", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapOut.avg", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapOut.avg", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapOut.max", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapOut.max", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.llSwapOut.min", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.llSwapOut.min", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.vmfs.pbc.size.latest", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.vmfs.pbc.size.latest", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.vmfs.pbc.sizeMax.latest", + "value": 268.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.vmfs.pbc.sizeMax.latest", + "value": 268.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.vmfs.pbc.workingSet.latest", + "value": 584115552256.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.vmfs.pbc.workingSet.latest", + "value": 541165879296.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.vmfs.pbc.workingSetMax.latest", + "value": 35184372088832.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.vmfs.pbc.workingSetMax.latest", + "value": 35184372088832.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.vmfs.pbc.overhead.latest", + "value": 1.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.vmfs.pbc.overhead.latest", + "value": 1.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.mem.vmfs.pbc.capMissRatio.latest", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.mem.vmfs.pbc.capMissRatio.latest", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.net.errorsRx.sum", + "value": 22.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.net.errorsRx.sum", + "value": 26.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.net.errorsTx.sum", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.net.errorsTx.sum", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.net.unknownProtos.sum", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.net.unknownProtos.sum", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.hbr.hbrNumVms.avg", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.hbr.hbrNumVms.avg", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.hbr.hbrNetRx.avg", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.hbr.hbrNetRx.avg", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.hbr.hbrNetTx.avg", + "value": 0.0, + "hostname": "10.0.0.103" + }, + { + "name": "vsphere.hbr.hbrNetTx.avg", + "value": 0.0, + "hostname": "10.0.0.104" + }, + { + "name": "vsphere.vm.count", + "value": 23 + }, + { + "name": "vsphere.host.count", + "value": 4 + }, + { + "name": "datadog.vsphere.query_metrics.time" + }, + { + "name": "datadog.vsphere.refresh_metrics_metadata_cache.time" + }, + { + "name": "datadog.vsphere.refresh_infrastructure_cache.time" + } +] diff --git a/vsphere/tests/fixtures/topology.json b/vsphere/tests/fixtures/topology.json new file mode 100644 index 0000000000000..920c33f8044ae --- /dev/null +++ b/vsphere/tests/fixtures/topology.json @@ -0,0 +1,327 @@ +{ + "spec": "Folder", + "name": "Datacenters", + "children": [ + { + "spec": "Datacenter", + "name": "Dätacenter", + "children": [ + { + "spec": "Folder", + "name": "vm", + "children": [ + { + "spec": "VirtualMachine", + "name": "VM1-4", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM1-6ê", + "runtime.powerState": "off", + "guest.hostName": "ubuntu-test" + }, + { + "spec": "VirtualMachine", + "name": "VM2-1", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM1-3", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM2-2", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM1-5", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM1-2", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM-0", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "migrationTest", + "runtime.powerState": "off" + }, + { + "spec": "VirtualMachine", + "name": "VM1-1ä", + "runtime.powerState": "off" + } + ] + }, + { + "spec": "Folder", + "name": "host", + "children": [ + { + "spec": "ClusterComputeResource", + "name": "Cluster2", + "children": [ + { + "spec": "HostSystem", + "name": "10.0.0.101" + }, + { + "spec": "HostSystem", + "name": "10.0.0.102" + } + ] + } + ] + }, + { + "spec": "Folder", + "name": "datastore", + "children": [ + { + "spec": "Datastore", + "name": "NFS Share" + }, + { + "spec": "StoragePod", + "name": "Datastores", + "children": [ + { + "spec": "Datastore", + "name": "Datastore 1" + }, + { + "spec": "Datastore", + "name": "Datastore 2" + } + ] + } + ] + }, + { + "spec": "Folder", + "name": "network" + } + ] + }, + { + "spec": "Datacenter", + "name": "Datacenter2", + "children": [ + { + "spec": "Folder", + "name": "vm", + "children": [ + { + "spec": "Folder", + "name": "Discovered virtual machine", + "children": [ + { + "spec": "VirtualMachine", + "name": "VM4-2", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-20", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-4", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-14", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-9", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-15", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-5", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-3", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-12", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-11", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-6", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-13", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-1", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-19", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-18", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-7", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-17", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-10", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-16", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM4-8", + "runtime.powerState": "on", + "runtime.host": "10.0.0.104" + }, + { + "spec": "VirtualMachine", + "name": "VM3-1", + "runtime.powerState": "on", + "runtime.host": "10.0.0.103" + }, + { + "spec": "VirtualMachine", + "name": "$VM3-2", + "runtime.powerState": "on", + "runtime.host": "10.0.0.103" + } + ] + }, + { + "spec": "VirtualMachine", + "name": "$VM5", + "runtime.powerState": "on", + "runtime.host": "10.0.0.103" + } + ] + }, + { + "spec": "Folder", + "name": "host", + "children": [ + { + "spec": "ClusterComputeResource", + "name": "Cluster2", + "children": [ + { + "spec": "HostSystem", + "name": "10.0.0.103" + }, + { + "spec": "HostSystem", + "name": "10.0.0.104" + } + ] + }, + { + "spec": "ClusterComputeResource", + "name": "datastore-cluster" + }, + { + "spec": "Folder", + "name": "test" + } + ] + }, + { + "spec": "Folder", + "name": "datastore", + "children": [ + { + "spec": "Datastore", + "name": "NFS Share" + }, + { + "spec": "Datastore", + "name": "Datastore 3" + }, + { + "spec": "Datastore", + "name": "Datastore 4" + } + ] + }, + { + "spec": "Folder", + "name": "network" + } + ] + }, + { + "spec": "Folder", + "name": "test" + } + ] +} diff --git a/vsphere/tests/legacy/__init__.py b/vsphere/tests/legacy/__init__.py new file mode 100644 index 0000000000000..c76a6c6c0b5fb --- /dev/null +++ b/vsphere/tests/legacy/__init__.py @@ -0,0 +1,3 @@ +# (C) Datadog, Inc. 2018-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) diff --git a/vsphere/tests/legacy/conftest.py b/vsphere/tests/legacy/conftest.py new file mode 100644 index 0000000000000..716e3f35d02f8 --- /dev/null +++ b/vsphere/tests/legacy/conftest.py @@ -0,0 +1,47 @@ +# (C) Datadog, Inc. 2018-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import mock +import pytest + +from datadog_checks.vsphere.legacy.vsphere_legacy import VSphereLegacyCheck + +from .utils import disable_thread_pool, get_mocked_server + + +def _instance(): + """ + Create a default instance, used by multiple fixtures + """ + return {'name': 'vsphere_mock', 'tags': ['foo:bar']} + + +@pytest.fixture +def instance(): + """ + Return a default instance + """ + return _instance() + + +@pytest.fixture +def vsphere(): + """ + Provide a check instance with mocked parts + """ + # mock the server + server_mock = get_mocked_server() + # create a check instance + check = VSphereLegacyCheck('vsphere', {}, [_instance()]) + # patch the check instance + check._get_server_instance = mock.MagicMock(return_value=server_mock) + # return the check after disabling the thread pool + return disable_thread_pool(check) + + +@pytest.fixture +def aggregator(): + from datadog_checks.stubs import aggregator + + aggregator.reset() + return aggregator diff --git a/vsphere/tests/fixtures/vsphere_topology.json b/vsphere/tests/legacy/fixtures/vsphere_topology.json similarity index 100% rename from vsphere/tests/fixtures/vsphere_topology.json rename to vsphere/tests/legacy/fixtures/vsphere_topology.json diff --git a/vsphere/tests/test_cache_config.py b/vsphere/tests/legacy/test_cache_config.py similarity index 94% rename from vsphere/tests/test_cache_config.py rename to vsphere/tests/legacy/test_cache_config.py index 39a1a6d16db70..52d863ad8cf31 100644 --- a/vsphere/tests/test_cache_config.py +++ b/vsphere/tests/legacy/test_cache_config.py @@ -3,7 +3,7 @@ # Licensed under a 3-clause BSD style license (see LICENSE) import pytest -from datadog_checks.vsphere.cache_config import CacheConfig +from datadog_checks.vsphere.legacy.cache_config import CacheConfig def test___init__(): diff --git a/vsphere/tests/test_metadata_cache.py b/vsphere/tests/legacy/test_metadata_cache.py similarity index 93% rename from vsphere/tests/test_metadata_cache.py rename to vsphere/tests/legacy/test_metadata_cache.py index 7cd9a13db8cb1..04695b37ae258 100644 --- a/vsphere/tests/test_metadata_cache.py +++ b/vsphere/tests/legacy/test_metadata_cache.py @@ -3,7 +3,7 @@ # Licensed under a 3-clause BSD style license (see LICENSE) import pytest -from datadog_checks.vsphere.metadata_cache import MetadataCache, MetadataNotFoundError +from datadog_checks.vsphere.legacy.metadata_cache import MetadataCache, MetadataNotFoundError @pytest.fixture diff --git a/vsphere/tests/test_mor_cache.py b/vsphere/tests/legacy/test_mor_cache.py similarity index 98% rename from vsphere/tests/test_mor_cache.py rename to vsphere/tests/legacy/test_mor_cache.py index 13c315502815b..fb1c12c61b40d 100644 --- a/vsphere/tests/test_mor_cache.py +++ b/vsphere/tests/legacy/test_mor_cache.py @@ -7,7 +7,7 @@ from mock import MagicMock from six.moves import range -from datadog_checks.vsphere.mor_cache import MorCache, MorNotFoundError +from datadog_checks.vsphere.legacy.mor_cache import MorCache, MorNotFoundError @pytest.fixture diff --git a/vsphere/tests/test_objects_queue.py b/vsphere/tests/legacy/test_objects_queue.py similarity index 93% rename from vsphere/tests/test_objects_queue.py rename to vsphere/tests/legacy/test_objects_queue.py index e548fa27eeb1d..3df2ceec689fc 100644 --- a/vsphere/tests/test_objects_queue.py +++ b/vsphere/tests/legacy/test_objects_queue.py @@ -3,7 +3,7 @@ # Licensed under a 3-clause BSD style license (see LICENSE) import pytest -from datadog_checks.vsphere.objects_queue import ObjectsQueue +from datadog_checks.vsphere.legacy.objects_queue import ObjectsQueue @pytest.fixture diff --git a/vsphere/tests/test_vsphere.py b/vsphere/tests/legacy/test_vsphere.py similarity index 89% rename from vsphere/tests/test_vsphere.py rename to vsphere/tests/legacy/test_vsphere.py index 613efec80b14a..337c055a5b0ac 100644 --- a/vsphere/tests/test_vsphere.py +++ b/vsphere/tests/legacy/test_vsphere.py @@ -11,15 +11,15 @@ from mock import MagicMock from pyVmomi import vim -from datadog_checks.vsphere import VSphereCheck -from datadog_checks.vsphere.cache_config import CacheConfig -from datadog_checks.vsphere.common import SOURCE_TYPE -from datadog_checks.vsphere.errors import BadConfigError, ConnectionError -from datadog_checks.vsphere.vsphere import ( +from datadog_checks.vsphere.legacy.cache_config import CacheConfig +from datadog_checks.vsphere.legacy.common import SOURCE_TYPE +from datadog_checks.vsphere.legacy.errors import BadConfigError, ConnectionError +from datadog_checks.vsphere.legacy.vsphere_legacy import ( REFRESH_METRICS_METADATA_INTERVAL, REFRESH_MORLIST_INTERVAL, RESOURCE_TYPE_METRICS, SHORT_ROLLUP, + VSphereLegacyCheck, ) from .utils import MockedMOR, assertMOR, disable_thread_pool, get_mocked_server @@ -30,7 +30,7 @@ def test__init__(instance): with pytest.raises(BadConfigError): # Must define a unique 'name' per vCenter instance - VSphereCheck('vsphere', {}, {}, [{'': ''}]) + VSphereLegacyCheck('vsphere', {}, [{'': ''}]) init_config = { 'clean_morlist_interval': 50, @@ -38,7 +38,7 @@ def test__init__(instance): 'refresh_metrics_metadata_interval': -42, 'batch_property_collector_size': -1, } - check = VSphereCheck('vsphere', init_config, {}, [instance]) + check = VSphereLegacyCheck('vsphere', init_config, [instance]) i_key = check._instance_key(instance) assert check.time_started > 0 @@ -57,12 +57,12 @@ def test__init__(instance): def test_excluded_host_tags(vsphere, instance, aggregator): # Check default value and precedence of instance config over init config - check = VSphereCheck('vsphere', {}, {}, [instance]) + check = VSphereLegacyCheck('vsphere', {}, [instance]) assert check.excluded_host_tags == [] - check = VSphereCheck('vsphere', {"excluded_host_tags": ["vsphere_host"]}, {}, [instance]) + check = VSphereLegacyCheck('vsphere', {"excluded_host_tags": ["vsphere_host"]}, [instance]) assert check.excluded_host_tags == ["vsphere_host"] instance["excluded_host_tags"] = [] - check = VSphereCheck('vsphere', {"excluded_host_tags": ["vsphere_host"]}, {}, [instance]) + check = VSphereLegacyCheck('vsphere', {"excluded_host_tags": ["vsphere_host"]}, [instance]) assert check.excluded_host_tags == [] # Test host tags are excluded from external host metadata, but still stored in the cache for metrics @@ -78,7 +78,10 @@ def test_excluded_host_tags(vsphere, instance, aggregator): mocked_host: {"name": "mocked_host", "parent": None}, } - with mock.patch("datadog_checks.vsphere.VSphereCheck._collect_mors_and_attributes", return_value=mocked_mors_attrs): + with mock.patch( + "datadog_checks.vsphere.legacy.vsphere_legacy.VSphereLegacyCheck._collect_mors_and_attributes", + return_value=mocked_mors_attrs, + ): server_instance = vsphere._get_server_instance(instance) result = MagicMock() @@ -117,15 +120,15 @@ def test__is_excluded(): included_host = MockedMOR(spec="HostSystem", name="foo") included_vm = MockedMOR(spec="VirtualMachine", name="foo") - assert not VSphereCheck._is_excluded(included_host, {"name": included_host.name}, include_regexes, None) - assert not VSphereCheck._is_excluded(included_vm, {"name": included_vm.name}, include_regexes, None) + assert not VSphereLegacyCheck._is_excluded(included_host, {"name": included_host.name}, include_regexes, None) + assert not VSphereLegacyCheck._is_excluded(included_vm, {"name": included_vm.name}, include_regexes, None) # Not OK! excluded_host = MockedMOR(spec="HostSystem", name="bar") excluded_vm = MockedMOR(spec="VirtualMachine", name="bar") - assert VSphereCheck._is_excluded(excluded_host, {"name": excluded_host.name}, include_regexes, None) - assert VSphereCheck._is_excluded(excluded_vm, {"name": excluded_vm.name}, include_regexes, None) + assert VSphereLegacyCheck._is_excluded(excluded_host, {"name": excluded_host.name}, include_regexes, None) + assert VSphereLegacyCheck._is_excluded(excluded_vm, {"name": excluded_vm.name}, include_regexes, None) # Sample(s) include_regexes = None @@ -133,13 +136,13 @@ def test__is_excluded(): # OK included_vm = MockedMOR(spec="VirtualMachine", name="foo", label=True) - assert not VSphereCheck._is_excluded( + assert not VSphereLegacyCheck._is_excluded( included_vm, {"customValue": included_vm.customValue}, include_regexes, include_only_marked ) # Not OK included_vm = MockedMOR(spec="VirtualMachine", name="foo") - assert VSphereCheck._is_excluded(included_vm, {"customValue": []}, include_regexes, include_only_marked) + assert VSphereLegacyCheck._is_excluded(included_vm, {"customValue": []}, include_regexes, include_only_marked) def test_vms_in_filtered_host_are_filtered(vsphere, instance): @@ -165,7 +168,10 @@ def test_vms_in_filtered_host_are_filtered(vsphere, instance): } regex = {'host_include': '^(?!filtered_.+)'} - with mock.patch("datadog_checks.vsphere.VSphereCheck._collect_mors_and_attributes", return_value=mocked_mors_attrs): + with mock.patch( + "datadog_checks.vsphere.legacy.vsphere_legacy.VSphereLegacyCheck._collect_mors_and_attributes", + return_value=mocked_mors_attrs, + ): obj_list = vsphere._get_all_objs(server_instance, regex, False, []) assert len(obj_list[vim.VirtualMachine]) == 1 assert len(obj_list[vim.HostSystem]) == 1 @@ -206,7 +212,10 @@ def test__get_all_objs(vsphere, instance): mocked_cluster: {"name": "cluster"}, mocked_datacenter: {"parent": MockedMOR(spec="Folder", name="unknown folder"), "name": "datacenter"}, } - with mock.patch("datadog_checks.vsphere.VSphereCheck._collect_mors_and_attributes", return_value=mocked_mors_attrs): + with mock.patch( + "datadog_checks.vsphere.legacy.vsphere_legacy.VSphereLegacyCheck._collect_mors_and_attributes", + return_value=mocked_mors_attrs, + ): obj_list = vsphere._get_all_objs(server_instance, None, False, []) assert len(obj_list[vim.VirtualMachine]) == 2 assert { @@ -256,7 +265,7 @@ def test__collect_mors_and_attributes(vsphere, instance): Test that we check for errors when collecting properties with property collector """ server_instance = vsphere._get_server_instance(instance) - with mock.patch("datadog_checks.vsphere.vsphere.vmodl"): + with mock.patch("datadog_checks.vsphere.legacy.vsphere_legacy.vmodl"): obj = MagicMock(missingSet=None, obj="obj") result = MagicMock(token=None, objects=[obj]) server_instance.content.propertyCollector.RetrievePropertiesEx.return_value = result @@ -294,7 +303,7 @@ def test__cache_morlist_raw(vsphere, instance): ``` """ # Samples - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): instance["host_include_only_regex"] = "host[2-9]" instance["vm_include_only_regex"] = "vm[^2]" instance["include_only_marked"] = True @@ -343,9 +352,9 @@ def test__cache_morlist_raw(vsphere, instance): def test_use_guest_hostname(vsphere, instance): # Default value - with mock.patch("datadog_checks.vsphere.VSphereCheck._get_all_objs") as mock_get_all_objs, mock.patch( - "datadog_checks.vsphere.vsphere.vmodl" - ): + with mock.patch( + "datadog_checks.vsphere.legacy.vsphere_legacy.VSphereLegacyCheck._get_all_objs" + ) as mock_get_all_objs, mock.patch("datadog_checks.vsphere.legacy.vsphere_legacy.vmodl"): vsphere._cache_morlist_raw(instance) # Default value assert not mock_get_all_objs.call_args[1]["use_guest_hostname"] @@ -355,7 +364,7 @@ def test_use_guest_hostname(vsphere, instance): vsphere._cache_morlist_raw(instance) assert mock_get_all_objs.call_args[1]["use_guest_hostname"] - with mock.patch("datadog_checks.vsphere.vsphere.vmodl"): + with mock.patch("datadog_checks.vsphere.legacy.vsphere_legacy.vmodl"): # Discover hosts and virtual machines instance["use_guest_hostname"] = True @@ -378,7 +387,7 @@ def test__process_mor_objects_queue(vsphere, instance): vsphere.batch_morlist_size = 1 i_key = vsphere._instance_key(instance) - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): vsphere._cache_morlist_raw(instance) assert sum(vsphere.mor_objects_queue.size(i_key, res_type) for res_type in RESOURCE_TYPE_METRICS) == 11 vsphere._process_mor_objects_queue(instance) @@ -404,7 +413,7 @@ def test_collect_realtime_only(vsphere, instance): """ vsphere._process_mor_objects_queue_async = MagicMock() instance["collect_realtime_only"] = False - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): vsphere._cache_morlist_raw(instance) vsphere._process_mor_objects_queue(instance) # Called once to process the 2 datacenters, then 2 clusters, then the datastore @@ -412,7 +421,7 @@ def test_collect_realtime_only(vsphere, instance): instance["collect_realtime_only"] = True vsphere._process_mor_objects_queue_async.reset_mock() - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): vsphere._cache_morlist_raw(instance) vsphere._process_mor_objects_queue(instance) assert vsphere._process_mor_objects_queue_async.call_count == 0 @@ -492,7 +501,7 @@ def test_format_metric_name(vsphere): def test_collect_metrics(vsphere, instance): - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): vsphere.batch_morlist_size = 1 vsphere._collect_metrics_async = MagicMock() vsphere._cache_metrics_metadata(instance) @@ -546,7 +555,7 @@ def test_check(vsphere, instance): """ Test the check() method """ - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): with mock.patch.object(vsphere, 'set_external_tags') as set_external_tags: vsphere.check(instance) set_external_tags.assert_called_once() @@ -613,9 +622,9 @@ def test_check(vsphere, instance): def test_service_check_ko(aggregator, instance): - check = disable_thread_pool(VSphereCheck('disk', {}, {}, [instance])) + check = disable_thread_pool(VSphereLegacyCheck('disk', {}, [instance])) - with mock.patch('datadog_checks.vsphere.vsphere.connect.SmartConnect') as SmartConnect: + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.connect.SmartConnect') as SmartConnect: # SmartConnect fails SmartConnect.side_effect = Exception() @@ -623,7 +632,7 @@ def test_service_check_ko(aggregator, instance): check.check(instance) aggregator.assert_service_check( - VSphereCheck.SERVICE_CHECK_NAME, status=VSphereCheck.CRITICAL, count=1, tags=SERVICE_CHECK_TAGS + VSphereLegacyCheck.SERVICE_CHECK_NAME, status=VSphereLegacyCheck.CRITICAL, count=1, tags=SERVICE_CHECK_TAGS ) aggregator.reset() @@ -638,19 +647,19 @@ def test_service_check_ko(aggregator, instance): check.check(instance) aggregator.assert_service_check( - VSphereCheck.SERVICE_CHECK_NAME, status=VSphereCheck.CRITICAL, count=1, tags=SERVICE_CHECK_TAGS + VSphereLegacyCheck.SERVICE_CHECK_NAME, status=VSphereLegacyCheck.CRITICAL, count=1, tags=SERVICE_CHECK_TAGS ) def test_service_check_ok(aggregator, instance): - check = disable_thread_pool(VSphereCheck('disk', {}, {}, [instance])) - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): - with mock.patch('datadog_checks.vsphere.vsphere.connect.SmartConnect') as SmartConnect: + check = disable_thread_pool(VSphereLegacyCheck('disk', {}, [instance])) + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.connect.SmartConnect') as SmartConnect: SmartConnect.return_value = get_mocked_server() check.check(instance) aggregator.assert_service_check( - VSphereCheck.SERVICE_CHECK_NAME, status=VSphereCheck.OK, tags=SERVICE_CHECK_TAGS + VSphereLegacyCheck.SERVICE_CHECK_NAME, status=VSphereLegacyCheck.OK, tags=SERVICE_CHECK_TAGS ) @@ -665,7 +674,7 @@ def test__should_cache(instance): now = time.time() # do not use fixtures for the check instance, some params are set at # __init__ time and we need to instantiate the check multiple times - check = VSphereCheck('vsphere', {}, {}, [instance]) + check = VSphereLegacyCheck('vsphere', {}, [instance]) i_key = check._instance_key(instance) # first run should always cache @@ -678,7 +687,7 @@ def test__should_cache(instance): 'refresh_morlist_interval': 2 * REFRESH_MORLIST_INTERVAL, 'refresh_metrics_metadata_interval': 2 * REFRESH_METRICS_METADATA_INTERVAL, } - check = VSphereCheck('vsphere', init_config, {}, [instance]) + check = VSphereLegacyCheck('vsphere', init_config, [instance]) # simulate previous runs, set the last execution time in the past check.cache_config.set_last(CacheConfig.Morlist, i_key, now - (2 * REFRESH_MORLIST_INTERVAL)) check.cache_config.set_last(CacheConfig.Metadata, i_key, now - (2 * REFRESH_METRICS_METADATA_INTERVAL)) @@ -735,7 +744,7 @@ def migrated_event(): def test_events(aggregator, vsphere, instance): - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): server_instance = vsphere._get_server_instance(instance) server_instance.content.eventManager.QueryEvents.return_value = [alarm_event()] vsphere.event_config['vsphere_mock'] = {'collect_vcenter_alarms': True} @@ -746,7 +755,7 @@ def test_events(aggregator, vsphere, instance): def test_events_tags(aggregator, vsphere, instance): - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): server_instance = vsphere._get_server_instance(instance) server_instance.content.eventManager.QueryEvents.return_value = [migrated_event()] vsphere.event_config['vsphere_mock'] = {'collect_vcenter_alarms': True} @@ -772,7 +781,7 @@ def test_events_tags(aggregator, vsphere, instance): def test_events_gray_handled(aggregator, vsphere, instance): - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): server_instance = vsphere._get_server_instance(instance) event = alarm_event(from_status='gray', message='Went from Gray to Red') server_instance.content.eventManager.QueryEvents.return_value = [event] @@ -793,7 +802,7 @@ def test_events_gray_handled(aggregator, vsphere, instance): def test_events_gray_ignored(aggregator, vsphere, instance): - with mock.patch('datadog_checks.vsphere.vsphere.vmodl'): + with mock.patch('datadog_checks.vsphere.legacy.vsphere_legacy.vmodl'): server_instance = vsphere._get_server_instance(instance) event = alarm_event(from_status='gray', to_status='green', message='Went from Gray to Green') server_instance.content.eventManager.QueryEvents.return_value = [event] diff --git a/vsphere/tests/utils.py b/vsphere/tests/legacy/utils.py similarity index 100% rename from vsphere/tests/utils.py rename to vsphere/tests/legacy/utils.py diff --git a/vsphere/tests/mocked_api.py b/vsphere/tests/mocked_api.py new file mode 100644 index 0000000000000..06476095e76b9 --- /dev/null +++ b/vsphere/tests/mocked_api.py @@ -0,0 +1,96 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import json +import os +from datetime import datetime + +from mock import MagicMock +from pyVmomi import vim +from six import iteritems +from tests.common import HERE + + +class MockedCounter(object): + def __init__(self, counter): + self.key = counter['key'] + self.groupInfo = MagicMock(key=counter['groupInfo.key']) + self.nameInfo = MagicMock(key=counter['nameInfo.key']) + self.rollupType = counter['rollup'] + + +class MockedAPI(object): + def __init__(self, config, _=None): + self.config = config + self.infrastructure_data = {} + self.metrics_data = [] + + def check_health(self): + return True + + def recursive_parse_topology(self, subtree, parent=None): + current_mor = MagicMock(spec=getattr(vim, subtree['spec'])) + children = subtree.get('children', []) + self.infrastructure_data[current_mor] = {'name': subtree['name'], 'parent': parent} + if subtree.get('runtime.powerState') == 'on': + self.infrastructure_data[current_mor]['runtime.powerState'] = vim.VirtualMachinePowerState.poweredOn + if 'runtime.host' in subtree: + self.infrastructure_data[current_mor]['runtime.host'] = subtree['runtime.host'] + if 'guest.hostName' in subtree: + self.infrastructure_data[current_mor]['guest.hostName'] = subtree['guest.hostName'] + + for c in children: + self.recursive_parse_topology(c, parent=current_mor) + + def smart_connect(self): + pass + + def get_perf_counter_by_level(self, _): + with open(os.path.join(HERE, 'fixtures', 'counters.json')) as f: + file_data = json.load(f) + return [MockedCounter(m) for m in file_data] + + def get_infrastructure(self): + if not self.infrastructure_data: + with open(os.path.join(HERE, 'fixtures', 'topology.json')) as f: + file_data = json.load(f) + self.recursive_parse_topology(file_data) + + for _, props in iteritems(self.infrastructure_data): + if 'runtime.host' in props: + hosts = [m for m, p in iteritems(self.infrastructure_data) if p['name'] == props['runtime.host']] + assert len(hosts) == 1 + props['runtime.host'] = hosts[0] + + return self.infrastructure_data + + def query_metrics(self, query_specs): + if not self.metrics_data: + metrics_filename = 'metrics_{}.json'.format(self.config.collection_type) + with open(os.path.join(HERE, 'fixtures', metrics_filename)) as f: + file_data = json.load(f) + for el in file_data: + mocked = MagicMock( + entity=el['entity'], value=el['value'], counterId=el['counterId'], instance=el['instance'] + ) + self.metrics_data.append(mocked) + + data = [] + for spec in query_specs: + entity_name = self.infrastructure_data.get(spec.entity)['name'] + counter_ids = [i.counterId for i in spec.metricId] + results = [m for m in self.metrics_data if m.entity == entity_name and m.counterId in counter_ids] + values = [] + for r in results: + values.append(MagicMock(id=MagicMock(counterId=r.counterId), value=r.value)) + + if results: + data.append(MagicMock(entity=spec.entity, value=values)) + + return data + + def get_max_query_metrics(self): + return 256 + + def get_latest_event_timestamp(self): + return datetime.now() diff --git a/vsphere/tests/test_api.py b/vsphere/tests/test_api.py new file mode 100644 index 0000000000000..a63ef2ec72610 --- /dev/null +++ b/vsphere/tests/test_api.py @@ -0,0 +1,101 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import pytest +from mock import ANY, MagicMock, patch +from pyVmomi import vim + +from datadog_checks.vsphere.api import APIConnectionError, VSphereAPI +from datadog_checks.vsphere.config import VSphereConfig + + +def test_connect_success(realtime_instance): + with patch('datadog_checks.vsphere.api.connect') as connect: + connection = MagicMock() + smart_connect = connect.SmartConnect + smart_connect.return_value = connection + current_time = connection.CurrentTime + + config = VSphereConfig(realtime_instance, MagicMock()) + api = VSphereAPI(config, MagicMock()) + smart_connect.assert_called_once_with( + host=realtime_instance['host'], + user=realtime_instance['username'], + pwd=realtime_instance['password'], + sslContext=ANY, + ) + current_time.assert_called_once() + + assert api._conn == connection + + +def test_connect_failure(realtime_instance): + with patch('datadog_checks.vsphere.api.connect') as connect: + connection = MagicMock() + smart_connect = connect.SmartConnect + smart_connect.return_value = connection + current_time = connection.CurrentTime + current_time.side_effect = Exception('foo') + + config = VSphereConfig(realtime_instance, MagicMock()) + with pytest.raises(APIConnectionError): + VSphereAPI(config, MagicMock()) + + smart_connect.assert_called_once_with( + host=realtime_instance['host'], + user=realtime_instance['username'], + pwd=realtime_instance['password'], + sslContext=ANY, + ) + current_time.assert_called_once() + + +def test_get_infrastructure(realtime_instance): + with patch('datadog_checks.vsphere.api.connect'): + config = VSphereConfig(realtime_instance, MagicMock()) + api = VSphereAPI(config, MagicMock()) + + container_view = api._conn.content.viewManager.CreateContainerView.return_value + container_view.__class__ = vim.ManagedObject + + obj1 = MagicMock(missingSet=None, obj="foo") + obj2 = MagicMock(missingSet=None, obj="bar") + api._conn.content.propertyCollector.RetrievePropertiesEx.return_value = MagicMock(objects=[obj1], token=['baz']) + api._conn.content.propertyCollector.ContinueRetrievePropertiesEx.return_value = MagicMock( + objects=[obj2], token=None + ) + + root_folder = api._conn.content.rootFolder + root_folder.name = 'root-folder' + infrastructure_data = api.get_infrastructure() + assert infrastructure_data == {'foo': {}, 'bar': {}, root_folder: {'name': 'root-folder', 'parent': None}} + container_view.Destroy.assert_called_once() + + +def test_smart_retry(realtime_instance): + with patch('datadog_checks.vsphere.api.connect') as connect: + config = VSphereConfig(realtime_instance, MagicMock()) + api = VSphereAPI(config, MagicMock()) + + smart_connect = connect.SmartConnect + query_perf_counter = api._conn.content.perfManager.QueryPerfCounterByLevel + query_perf_counter.side_effect = [Exception('error'), 'success'] + api.get_perf_counter_by_level(None) + assert query_perf_counter.call_count == 2 + assert smart_connect.call_count == 2 + + +def test_get_max_query_metrics(realtime_instance): + with patch('datadog_checks.vsphere.api.connect'): + config = VSphereConfig(realtime_instance, MagicMock()) + api = VSphereAPI(config, MagicMock()) + values = [12, -1] + expected = [12, float('inf')] + + for val, expect in zip(values, expected): + query_config = MagicMock() + query_config.return_value = [MagicMock(value=val)] + api._conn.content.setting.QueryOptions = query_config + max_metrics = api.get_max_query_metrics() + assert max_metrics == expect + query_config.assert_called_once_with("config.vpxd.stats.maxQueryMetrics") diff --git a/vsphere/tests/test_cache.py b/vsphere/tests/test_cache.py new file mode 100644 index 0000000000000..7ab6a9cb759b1 --- /dev/null +++ b/vsphere/tests/test_cache.py @@ -0,0 +1,82 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import pytest +from mock import MagicMock, patch +from six import iteritems + +from datadog_checks.vsphere.cache import InfrastructureCache, MetricsMetadataCache, VSphereCache +from datadog_checks.vsphere.constants import ALL_RESOURCES_WITH_METRICS + + +def test_generic_cache_usage(): + interval = 120 + with patch('datadog_checks.vsphere.cache.time') as time: + mocked_timestamp = object() + time.time = MagicMock(return_value=mocked_timestamp) + cache = VSphereCache(interval) + # Assert initialization + assert cache._last_ts == 0 + assert cache._interval == interval + assert not cache._content + + # Update the content + with cache.update(): + assert cache._last_ts == 0 + cache._content['foo'] = 'bar' + + # Assert that the cache last ts was updated successfully + assert cache._last_ts is mocked_timestamp + + # Update the content but an error is raised + with pytest.raises(Exception), cache.update(): + assert not cache._content + cache._content['foo'] = 'baz' + raise Exception('foo') + + # Because of the exception the content and the timestamps were not updated + assert cache._last_ts is mocked_timestamp + assert cache._content['foo'] == 'bar' + + +def test_refresh(): + interval = 120 + with patch('datadog_checks.vsphere.cache.time') as time: + base_time = 1576263848 + mocked_timestamps = [base_time + 50 * i for i in range(4)] + time.time = MagicMock(side_effect=mocked_timestamps) + cache = VSphereCache(interval) + + assert cache.is_expired() + cache._last_ts = base_time + + assert not cache.is_expired() # Only 50 seconds + assert not cache.is_expired() # Only 100 seconds + assert cache.is_expired() # 150 > 120 seconds + + +def test_metrics_metadata_cache(): + cache = MetricsMetadataCache(float('inf')) + data = {k: object() for k in ALL_RESOURCES_WITH_METRICS} + + with cache.update(): + for k, v in iteritems(data): + cache.set_metadata(k, v) + + for k, v in iteritems(data): + assert cache.get_metadata(k) == v + + +@pytest.mark.usefixtures("mock_type") +def test_infrastructure_cache(): + cache = InfrastructureCache(float('inf')) + mors = {MagicMock(spec=k): object() for k in ALL_RESOURCES_WITH_METRICS * 2} + with cache.update(): + for k, v in iteritems(mors): + cache.set_mor_data(k, v) + + for r in ALL_RESOURCES_WITH_METRICS: + assert len(cache.get_mors(r)) == 2 + + for k, v in iteritems(mors): + assert cache.get_mor_props(k) == v diff --git a/vsphere/tests/test_check.py b/vsphere/tests/test_check.py new file mode 100644 index 0000000000000..04dc1c2b80114 --- /dev/null +++ b/vsphere/tests/test_check.py @@ -0,0 +1,83 @@ +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import json +import os + +import pytest +from mock import MagicMock +from tests.common import HERE +from tests.mocked_api import MockedAPI + +from datadog_checks.base import to_string +from datadog_checks.vsphere import VSphereCheck +from datadog_checks.vsphere.config import VSphereConfig + + +@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api") +def test_realtime_metrics(aggregator, dd_run_check, realtime_instance): + """This test asserts that the same api content always produces the same metrics.""" + check = VSphereCheck('vsphere', {}, [realtime_instance]) + dd_run_check(check) + + fixture_file = os.path.join(HERE, 'fixtures', 'metrics_realtime_values.json') + with open(fixture_file, 'r') as f: + data = json.load(f) + for metric in data: + aggregator.assert_metric(metric['name'], metric.get('value'), hostname=metric.get('hostname')) + + aggregator.assert_all_metrics_covered() + + +@pytest.mark.usefixtures("mock_type", "mock_threadpool", "mock_api") +def test_historical_metrics(aggregator, dd_run_check, historical_instance): + """This test asserts that the same api content always produces the same metrics.""" + check = VSphereCheck('vsphere', {}, [historical_instance]) + dd_run_check(check) + + fixture_file = os.path.join(HERE, 'fixtures', 'metrics_historical_values.json') + with open(fixture_file, 'r') as f: + data = json.load(f) + for metric in data: + aggregator.assert_metric(metric['name'], metric.get('value'), tags=metric.get('tags')) + + aggregator.assert_all_metrics_covered() + + +@pytest.mark.usefixtures("mock_type") +def test_external_host_tags(aggregator, realtime_instance): + check = VSphereCheck('vsphere', {}, [realtime_instance]) + config = VSphereConfig(realtime_instance, MagicMock()) + check.api = MockedAPI(config) + with check.infrastructure_cache.update(): + check.refresh_infrastructure_cache() + + fixture_file = os.path.join(HERE, 'fixtures', 'host_tags_values.json') + with open(fixture_file, 'r') as f: + expected_tags = json.load(f) + + check.set_external_tags = MagicMock() + check.submit_external_host_tags() + submitted_tags = check.set_external_tags.mock_calls[0].args[0] + submitted_tags.sort(key=lambda x: x[0]) + for ex, sub in zip(expected_tags, submitted_tags): + ex_host, sub_host = ex[0], sub[0] + ex_tags, sub_tags = ex[1]['vsphere'], sub[1]['vsphere'] + ex_tags = [to_string(t) for t in ex_tags] # json library loads data in unicode, let's convert back to native + assert ex_host == sub_host + assert ex_tags == sub_tags + + check.config.excluded_host_tags = ['vsphere_host'] + check.set_external_tags = MagicMock() + check.submit_external_host_tags() + submitted_tags = check.set_external_tags.mock_calls[0].args[0] + submitted_tags.sort(key=lambda x: x[0]) + for ex, sub in zip(expected_tags, submitted_tags): + ex_host, sub_host = ex[0], sub[0] + ex_tags, sub_tags = ex[1]['vsphere'], sub[1]['vsphere'] + ex_tags = [to_string(t) for t in ex_tags if 'vsphere_host:' not in t] + assert ex_host == sub_host + assert ex_tags == sub_tags + + check.set_external_tags = MagicMock() + check.submit_external_host_tags() diff --git a/vsphere/tests/test_filters.py b/vsphere/tests/test_filters.py new file mode 100644 index 0000000000000..5401ff0466df4 --- /dev/null +++ b/vsphere/tests/test_filters.py @@ -0,0 +1,109 @@ +# -*- coding: utf-8 -*- +# (C) Datadog, Inc. 2019-present +# All rights reserved +# Licensed under Simplified BSD License (see LICENSE) +import re + +import pytest +from pyVmomi import vim +from tests.mocked_api import MockedAPI + +from datadog_checks.vsphere import VSphereCheck +from datadog_checks.vsphere.utils import ( + is_metric_excluded_by_filters, + is_resource_excluded_by_filters, + make_inventory_path, + match_any_regex, +) + +regexes = [re.compile(r) for r in (r'foo\d', r'bar\s\d')] + + +def test_match_any_regex(): + assert match_any_regex('foo1', regexes) + assert match_any_regex('foo0', regexes) + assert match_any_regex('bar 0', regexes) + assert not match_any_regex('foo', regexes) + + +def test_is_metric_excluded_by_filters(): + metric_filters = {'vm': regexes} + + assert not is_metric_excluded_by_filters('foo1', vim.VirtualMachine, metric_filters) + assert not is_metric_excluded_by_filters('foo0', vim.VirtualMachine, metric_filters) + assert not is_metric_excluded_by_filters('bar 0', vim.VirtualMachine, metric_filters) + assert is_metric_excluded_by_filters('foo', vim.VirtualMachine, metric_filters) + + +def test_is_reference_excluded(): + metric_filters = {'vm': [re.compile(r'^((?!cpu.usage.avg).)*$')]} + assert not is_metric_excluded_by_filters('cpu.usage.avg', vim.VirtualMachine, metric_filters) + + +def test_make_inventory_path(): + root, child1, child2, grandchild1 = [object() for _ in range(4)] + + infrastructure_data = { + root: {'name': 'root'}, + child1: {'name': 'child1', 'parent': root}, + child2: {'name': 'child2', 'parent': root}, + grandchild1: {'name': 'grandchild1', 'parent': child1}, + object(): {'name': 'grandchild2', 'parent': child1}, + object(): {'name': 'grandchild3', 'parent': child2}, + } + + assert make_inventory_path(root, infrastructure_data) == '' + assert make_inventory_path(child1, infrastructure_data) == '/child1' + assert make_inventory_path(child2, infrastructure_data) == '/child2' + assert make_inventory_path(grandchild1, infrastructure_data) == '/child1/grandchild1' + + +@pytest.mark.usefixtures("mock_type") +def test_is_realtime_resource_excluded_by_filters(realtime_instance): + realtime_instance['resource_filters'] = [ + {'resource': 'vm', 'property': 'name', 'patterns': [r'^\$VM5$', r'^VM4-2\d$']}, + {'resource': 'vm', 'property': 'inventory_path', 'patterns': [r'\/Dätacenter\/vm\/m.*']}, + {'resource': 'vm', 'property': 'hostname', 'patterns': [r'10\.0\.0\.103']}, + {'resource': 'vm', 'property': 'guest_hostname', 'patterns': [r'ubuntu-test']}, + ] + + excluded_resources = [ + 'VM1-4', + 'VM2-1', + 'VM1-3', + 'VM2-2', + 'VM1-5', + 'VM1-2', + 'VM-0', + u'VM1-1ä', + 'VM4-2', + 'VM4-4', + 'VM4-14', + 'VM4-9', + 'VM4-15', + 'VM4-5', + 'VM4-3', + 'VM4-12', + 'VM4-11', + 'VM4-6', + 'VM4-13', + 'VM4-1', + 'VM4-19', + 'VM4-18', + 'VM4-7', + 'VM4-17', + 'VM4-10', + 'VM4-16', + 'VM4-8', + ] + + check = VSphereCheck('vsphere', {}, [realtime_instance]) + formatted_filters = check.config.resource_filters + + infra = MockedAPI(realtime_instance).get_infrastructure() + resources = [m for m in infra if m.__class__ in (vim.VirtualMachine, vim.HostSystem)] + + for resource in resources: + is_excluded = infra.get(resource).get('name') in excluded_resources + if not is_resource_excluded_by_filters(resource, infra, formatted_filters) == is_excluded: + assert is_resource_excluded_by_filters(resource, infra, formatted_filters)