Files
core/homeassistant/components/prometheus/__init__.py
T
2019-07-31 12:25:30 -07:00

299 lines
9.3 KiB
Python

"""Support for Prometheus metrics export."""
import logging
from aiohttp import web
import voluptuous as vol
from homeassistant import core as hacore
from homeassistant.components.climate.const import ATTR_CURRENT_TEMPERATURE
from homeassistant.components.http import HomeAssistantView
from homeassistant.const import (
ATTR_TEMPERATURE,
ATTR_UNIT_OF_MEASUREMENT,
CONTENT_TYPE_TEXT_PLAIN,
EVENT_STATE_CHANGED,
TEMP_FAHRENHEIT,
)
from homeassistant.helpers import entityfilter, state as state_helper
import homeassistant.helpers.config_validation as cv
from homeassistant.util.temperature import fahrenheit_to_celsius
_LOGGER = logging.getLogger(__name__)
API_ENDPOINT = "/api/prometheus"
DOMAIN = "prometheus"
CONF_FILTER = "filter"
CONF_PROM_NAMESPACE = "namespace"
CONFIG_SCHEMA = vol.Schema(
{
DOMAIN: vol.All(
{
vol.Optional(CONF_FILTER, default={}): entityfilter.FILTER_SCHEMA,
vol.Optional(CONF_PROM_NAMESPACE): cv.string,
}
)
},
extra=vol.ALLOW_EXTRA,
)
def setup(hass, config):
"""Activate Prometheus component."""
import prometheus_client
hass.http.register_view(PrometheusView(prometheus_client))
conf = config[DOMAIN]
entity_filter = conf[CONF_FILTER]
namespace = conf.get(CONF_PROM_NAMESPACE)
climate_units = hass.config.units.temperature_unit
metrics = PrometheusMetrics(
prometheus_client, entity_filter, namespace, climate_units
)
hass.bus.listen(EVENT_STATE_CHANGED, metrics.handle_event)
return True
class PrometheusMetrics:
"""Model all of the metrics which should be exposed to Prometheus."""
def __init__(self, prometheus_client, entity_filter, namespace, climate_units):
"""Initialize Prometheus Metrics."""
self.prometheus_client = prometheus_client
self._filter = entity_filter
if namespace:
self.metrics_prefix = "{}_".format(namespace)
else:
self.metrics_prefix = ""
self._metrics = {}
self._climate_units = climate_units
def handle_event(self, event):
"""Listen for new messages on the bus, and add them to Prometheus."""
state = event.data.get("new_state")
if state is None:
return
entity_id = state.entity_id
_LOGGER.debug("Handling state update for %s", entity_id)
domain, _ = hacore.split_entity_id(entity_id)
if not self._filter(state.entity_id):
return
handler = "_handle_{}".format(domain)
if hasattr(self, handler):
getattr(self, handler)(state)
metric = self._metric(
"state_change",
self.prometheus_client.Counter,
"The number of state changes",
)
metric.labels(**self._labels(state)).inc()
def _metric(self, metric, factory, documentation, labels=None):
if labels is None:
labels = ["entity", "friendly_name", "domain"]
try:
return self._metrics[metric]
except KeyError:
full_metric_name = "{}{}".format(self.metrics_prefix, metric)
self._metrics[metric] = factory(full_metric_name, documentation, labels)
return self._metrics[metric]
@staticmethod
def state_as_number(state):
"""Return a state casted to a float."""
try:
value = state_helper.state_as_number(state)
except ValueError:
_LOGGER.warning("Could not convert %s to float", state)
value = 0
return value
@staticmethod
def _labels(state):
return {
"entity": state.entity_id,
"domain": state.domain,
"friendly_name": state.attributes.get("friendly_name"),
}
def _battery(self, state):
if "battery_level" in state.attributes:
metric = self._metric(
"battery_level_percent",
self.prometheus_client.Gauge,
"Battery level as a percentage of its capacity",
)
try:
value = float(state.attributes["battery_level"])
metric.labels(**self._labels(state)).set(value)
except ValueError:
pass
def _handle_binary_sensor(self, state):
metric = self._metric(
"binary_sensor_state",
self.prometheus_client.Gauge,
"State of the binary sensor (0/1)",
)
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
def _handle_input_boolean(self, state):
metric = self._metric(
"input_boolean_state",
self.prometheus_client.Gauge,
"State of the input boolean (0/1)",
)
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
def _handle_device_tracker(self, state):
metric = self._metric(
"device_tracker_state",
self.prometheus_client.Gauge,
"State of the device tracker (0/1)",
)
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
def _handle_person(self, state):
metric = self._metric(
"person_state", self.prometheus_client.Gauge, "State of the person (0/1)"
)
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
def _handle_light(self, state):
metric = self._metric(
"light_state", self.prometheus_client.Gauge, "Load level of a light (0..1)"
)
try:
if "brightness" in state.attributes:
value = state.attributes["brightness"] / 255.0
else:
value = self.state_as_number(state)
value = value * 100
metric.labels(**self._labels(state)).set(value)
except ValueError:
pass
def _handle_lock(self, state):
metric = self._metric(
"lock_state", self.prometheus_client.Gauge, "State of the lock (0/1)"
)
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
def _handle_climate(self, state):
temp = state.attributes.get(ATTR_TEMPERATURE)
if temp:
if self._climate_units == TEMP_FAHRENHEIT:
temp = fahrenheit_to_celsius(temp)
metric = self._metric(
"temperature_c",
self.prometheus_client.Gauge,
"Temperature in degrees Celsius",
)
metric.labels(**self._labels(state)).set(temp)
current_temp = state.attributes.get(ATTR_CURRENT_TEMPERATURE)
if current_temp:
if self._climate_units == TEMP_FAHRENHEIT:
current_temp = fahrenheit_to_celsius(current_temp)
metric = self._metric(
"current_temperature_c",
self.prometheus_client.Gauge,
"Current Temperature in degrees Celsius",
)
metric.labels(**self._labels(state)).set(current_temp)
metric = self._metric(
"climate_state",
self.prometheus_client.Gauge,
"State of the thermostat (0/1)",
)
try:
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
except ValueError:
pass
def _handle_sensor(self, state):
unit = state.attributes.get(ATTR_UNIT_OF_MEASUREMENT)
metric = state.entity_id.split(".")[1]
if "_" not in str(metric):
metric = state.entity_id.replace(".", "_")
try:
int(metric.split("_")[-1])
metric = "_".join(metric.split("_")[:-1])
except ValueError:
pass
_metric = self._metric(metric, self.prometheus_client.Gauge, state.entity_id)
try:
value = self.state_as_number(state)
if unit == TEMP_FAHRENHEIT:
value = fahrenheit_to_celsius(value)
_metric.labels(**self._labels(state)).set(value)
except ValueError:
pass
self._battery(state)
def _handle_switch(self, state):
metric = self._metric(
"switch_state", self.prometheus_client.Gauge, "State of the switch (0/1)"
)
try:
value = self.state_as_number(state)
metric.labels(**self._labels(state)).set(value)
except ValueError:
pass
def _handle_zwave(self, state):
self._battery(state)
def _handle_automation(self, state):
metric = self._metric(
"automation_triggered_count",
self.prometheus_client.Counter,
"Count of times an automation has been triggered",
)
metric.labels(**self._labels(state)).inc()
class PrometheusView(HomeAssistantView):
"""Handle Prometheus requests."""
url = API_ENDPOINT
name = "api:prometheus"
def __init__(self, prometheus_client):
"""Initialize Prometheus view."""
self.prometheus_client = prometheus_client
async def get(self, request):
"""Handle request for Prometheus metrics."""
_LOGGER.debug("Received Prometheus metrics request")
return web.Response(
body=self.prometheus_client.generate_latest(),
content_type=CONTENT_TYPE_TEXT_PLAIN,
)