esphome/esphomeyaml/components/sensor/__init__.py

import voluptuous as vol

import esphomeyaml.config_validation as cv
from esphomeyaml.const import CONF_ACCURACY_DECIMALS, CONF_ALPHA, CONF_EXPIRE_AFTER, \
    CONF_EXPONENTIAL_MOVING_AVERAGE, CONF_FILTERS, CONF_FILTER_NAN, CONF_FILTER_OUT, CONF_ICON, \
    CONF_ID, CONF_LAMBDA, CONF_MULTIPLY, CONF_NAME, CONF_OFFSET, CONF_SEND_EVERY, \
    CONF_SLIDING_WINDOW_MOVING_AVERAGE, CONF_UNIT_OF_MEASUREMENT, CONF_WINDOW_SIZE
from esphomeyaml.helpers import App, ArrayInitializer, MockObj, Pvariable, RawExpression, add, \
    setup_mqtt_component

PLATFORM_SCHEMA = cv.PLATFORM_SCHEMA.extend({

})

FILTERS_SCHEMA = vol.All(cv.ensure_list, [vol.Any(
    # TODO Fix weird voluptuous error messages
    vol.Schema({vol.Required(CONF_OFFSET): vol.Coerce(float)}),
    vol.Schema({vol.Required(CONF_MULTIPLY): vol.Coerce(float)}),
    vol.Schema({vol.Required(CONF_FILTER_OUT): vol.Coerce(float)}),
    vol.Schema({vol.Required(CONF_FILTER_NAN): None}),
    vol.Schema({
        vol.Required(CONF_SLIDING_WINDOW_MOVING_AVERAGE): vol.Schema({
            vol.Required(CONF_WINDOW_SIZE): cv.positive_not_null_int,
            vol.Required(CONF_SEND_EVERY): cv.positive_not_null_int,
        })
    }),
    vol.Schema({
        vol.Required(CONF_EXPONENTIAL_MOVING_AVERAGE): vol.Schema({
            vol.Required(CONF_ALPHA): cv.positive_float,
            vol.Required(CONF_SEND_EVERY): cv.positive_not_null_int,
        })
    }),
    vol.Schema({vol.Required(CONF_LAMBDA): cv.string_strict}),
)])

MQTT_SENSOR_SCHEMA = vol.Schema({
    vol.Required(CONF_NAME): cv.string,
    vol.Optional(CONF_UNIT_OF_MEASUREMENT): cv.string_strict,
    vol.Optional(CONF_ICON): cv.icon,
    vol.Optional(CONF_ACCURACY_DECIMALS): vol.Coerce(int),
    vol.Optional(CONF_EXPIRE_AFTER): vol.Any(None, cv.positive_time_period),
    vol.Optional(CONF_FILTERS): FILTERS_SCHEMA
})

MQTT_SENSOR_ID_SCHEMA = MQTT_SENSOR_SCHEMA.extend({
    cv.GenerateID('mqtt_sensor'): cv.register_variable_id,
})

OffsetFilter = MockObj('new sensor::OffsetFilter')
MultiplyFilter = MockObj('new sensor::MultiplyFilter')
FilterOutValueFilter = MockObj('new sensor::FilterOutValueFilter')
FilterOutNANFilter = MockObj('new sensor::FilterOutNANFilter')
SlidingWindowMovingAverageFilter = MockObj('new sensor::SlidingWindowMovingAverageFilter')
ExponentialMovingAverageFilter = MockObj('new sensor::ExponentialMovingAverageFilter')
LambdaFilter = MockObj('new sensor::LambdaFilter')


def setup_filter(config):
    if CONF_OFFSET in config:
        return OffsetFilter(config[CONF_OFFSET])
    if CONF_MULTIPLY in config:
        return MultiplyFilter(config[CONF_MULTIPLY])
    if CONF_FILTER_OUT in config:
        return FilterOutValueFilter(config[CONF_FILTER_OUT])
    if CONF_FILTER_NAN in config:
        return FilterOutNANFilter()
    if CONF_SLIDING_WINDOW_MOVING_AVERAGE in config:
        conf = config[CONF_SLIDING_WINDOW_MOVING_AVERAGE]
        return SlidingWindowMovingAverageFilter(conf[CONF_WINDOW_SIZE], conf[CONF_SEND_EVERY])
    if CONF_EXPONENTIAL_MOVING_AVERAGE in config:
        conf = config[CONF_EXPONENTIAL_MOVING_AVERAGE]
        return ExponentialMovingAverageFilter(conf[CONF_ALPHA], conf[CONF_SEND_EVERY])
    if CONF_LAMBDA in config:
        s = '[](float x) -> Optional<float> {{ return {}; }}'.format(config[CONF_LAMBDA])
        return LambdaFilter(RawExpression(s))
    raise ValueError("Filter unsupported: {}".format(config))


def setup_mqtt_sensor_component(obj, config):
    if CONF_UNIT_OF_MEASUREMENT in config:
        add(obj.set_unit_of_measurement(config[CONF_UNIT_OF_MEASUREMENT]))
    if CONF_ICON in config:
        add(obj.set_icon(config[CONF_ICON]))
    if CONF_ACCURACY_DECIMALS in config:
        add(obj.set_accuracy_decimals(config[CONF_ACCURACY_DECIMALS]))
    if CONF_EXPIRE_AFTER in config:
        if config[CONF_EXPIRE_AFTER] is None:
            add(obj.disable_expire_after())
        else:
            add(obj.set_expire_after(config[CONF_EXPIRE_AFTER]))
    if CONF_FILTERS in config:
        filters = [setup_filter(x) for x in config[CONF_FILTERS]]
        add(obj.set_filters(ArrayInitializer(*filters)))
    setup_mqtt_component(obj, config)


def make_mqtt_sensor_for(exp, config):
    rhs = App.make_mqtt_sensor_for(exp, config[CONF_NAME])
    mqtt_sensor = Pvariable('sensor::MQTTSensorComponent', config[CONF_ID], rhs)
    setup_mqtt_sensor_component(mqtt_sensor, config)