279 lines
11 KiB
Python
279 lines
11 KiB
Python
"""Coordinator to handle Opower connections."""
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from datetime import datetime, timedelta
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import logging
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from types import MappingProxyType
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from typing import Any, cast
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from opower import (
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Account,
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AggregateType,
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CostRead,
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Forecast,
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InvalidAuth,
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MeterType,
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Opower,
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ReadResolution,
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)
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from homeassistant.components.recorder import get_instance
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from homeassistant.components.recorder.models import StatisticData, StatisticMetaData
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from homeassistant.components.recorder.statistics import (
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async_add_external_statistics,
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get_last_statistics,
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statistics_during_period,
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)
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from homeassistant.const import CONF_PASSWORD, CONF_USERNAME, UnitOfEnergy, UnitOfVolume
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from homeassistant.core import HomeAssistant, callback
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from homeassistant.exceptions import ConfigEntryAuthFailed
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from homeassistant.helpers import aiohttp_client
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from homeassistant.helpers.update_coordinator import DataUpdateCoordinator
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from homeassistant.util import dt as dt_util
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from .const import CONF_TOTP_SECRET, CONF_UTILITY, DOMAIN
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_LOGGER = logging.getLogger(__name__)
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class OpowerCoordinator(DataUpdateCoordinator[dict[str, Forecast]]):
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"""Handle fetching Opower data, updating sensors and inserting statistics."""
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def __init__(
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self,
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hass: HomeAssistant,
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entry_data: MappingProxyType[str, Any],
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) -> None:
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"""Initialize the data handler."""
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super().__init__(
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hass,
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_LOGGER,
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name="Opower",
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# Data is updated daily on Opower.
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# Refresh every 12h to be at most 12h behind.
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update_interval=timedelta(hours=12),
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)
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self.api = Opower(
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aiohttp_client.async_get_clientsession(hass),
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entry_data[CONF_UTILITY],
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entry_data[CONF_USERNAME],
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entry_data[CONF_PASSWORD],
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entry_data.get(CONF_TOTP_SECRET),
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)
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@callback
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def _dummy_listener() -> None:
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pass
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# Force the coordinator to periodically update by registering at least one listener.
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# Needed when the _async_update_data below returns {} for utilities that don't provide
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# forecast, which results to no sensors added, no registered listeners, and thus
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# _async_update_data not periodically getting called which is needed for _insert_statistics.
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self.async_add_listener(_dummy_listener)
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async def _async_update_data(
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self,
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) -> dict[str, Forecast]:
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"""Fetch data from API endpoint."""
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try:
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# Login expires after a few minutes.
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# Given the infrequent updating (every 12h)
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# assume previous session has expired and re-login.
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await self.api.async_login()
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except InvalidAuth as err:
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raise ConfigEntryAuthFailed from err
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forecasts: list[Forecast] = await self.api.async_get_forecast()
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_LOGGER.debug("Updating sensor data with: %s", forecasts)
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# Because Opower provides historical usage/cost with a delay of a couple of days
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# we need to insert data into statistics.
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await self._insert_statistics()
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return {forecast.account.utility_account_id: forecast for forecast in forecasts}
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async def _insert_statistics(self) -> None:
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"""Insert Opower statistics."""
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for account in await self.api.async_get_accounts():
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id_prefix = "_".join(
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(
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self.api.utility.subdomain(),
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account.meter_type.name.lower(),
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# Some utilities like AEP have "-" in their account id.
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# Replace it with "_" to avoid "Invalid statistic_id"
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account.utility_account_id.replace("-", "_").lower(),
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)
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)
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cost_statistic_id = f"{DOMAIN}:{id_prefix}_energy_cost"
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consumption_statistic_id = f"{DOMAIN}:{id_prefix}_energy_consumption"
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_LOGGER.debug(
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"Updating Statistics for %s and %s",
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cost_statistic_id,
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consumption_statistic_id,
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)
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last_stat = await get_instance(self.hass).async_add_executor_job(
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get_last_statistics, self.hass, 1, consumption_statistic_id, True, set()
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)
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if not last_stat:
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_LOGGER.debug("Updating statistic for the first time")
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cost_reads = await self._async_get_cost_reads(
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account, self.api.utility.timezone()
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)
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cost_sum = 0.0
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consumption_sum = 0.0
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last_stats_time = None
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else:
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cost_reads = await self._async_get_cost_reads(
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account,
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self.api.utility.timezone(),
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last_stat[consumption_statistic_id][0]["start"],
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)
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if not cost_reads:
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_LOGGER.debug("No recent usage/cost data. Skipping update")
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continue
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start = cost_reads[0].start_time
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_LOGGER.debug("Getting statistics at: %s", start)
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stats = await get_instance(self.hass).async_add_executor_job(
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statistics_during_period,
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self.hass,
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start,
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start + timedelta(seconds=1),
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{cost_statistic_id, consumption_statistic_id},
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"hour",
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None,
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{"sum"},
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)
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cost_sum = cast(float, stats[cost_statistic_id][0]["sum"])
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consumption_sum = cast(float, stats[consumption_statistic_id][0]["sum"])
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last_stats_time = stats[consumption_statistic_id][0]["start"]
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assert last_stats_time == start.timestamp()
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cost_statistics = []
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consumption_statistics = []
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for cost_read in cost_reads:
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start = cost_read.start_time
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if last_stats_time is not None and start.timestamp() <= last_stats_time:
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continue
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cost_sum += cost_read.provided_cost
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consumption_sum += cost_read.consumption
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cost_statistics.append(
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StatisticData(
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start=start, state=cost_read.provided_cost, sum=cost_sum
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)
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)
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consumption_statistics.append(
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StatisticData(
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start=start, state=cost_read.consumption, sum=consumption_sum
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)
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)
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name_prefix = (
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f"Opower {self.api.utility.subdomain()} "
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f"{account.meter_type.name.lower()} {account.utility_account_id}"
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)
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cost_metadata = StatisticMetaData(
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has_mean=False,
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has_sum=True,
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name=f"{name_prefix} cost",
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source=DOMAIN,
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statistic_id=cost_statistic_id,
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unit_of_measurement=None,
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)
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consumption_metadata = StatisticMetaData(
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has_mean=False,
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has_sum=True,
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name=f"{name_prefix} consumption",
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source=DOMAIN,
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statistic_id=consumption_statistic_id,
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unit_of_measurement=UnitOfEnergy.KILO_WATT_HOUR
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if account.meter_type == MeterType.ELEC
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else UnitOfVolume.CENTUM_CUBIC_FEET,
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)
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_LOGGER.debug(
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"Adding %s statistics for %s",
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len(cost_statistics),
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cost_statistic_id,
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)
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async_add_external_statistics(self.hass, cost_metadata, cost_statistics)
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_LOGGER.debug(
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"Adding %s statistics for %s",
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len(consumption_statistics),
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consumption_statistic_id,
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)
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async_add_external_statistics(
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self.hass, consumption_metadata, consumption_statistics
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)
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async def _async_get_cost_reads(
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self, account: Account, time_zone_str: str, start_time: float | None = None
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) -> list[CostRead]:
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"""Get cost reads.
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If start_time is None, get cost reads since account activation,
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otherwise since start_time - 30 days to allow corrections in data from utilities
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We read at different resolutions depending on age:
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- month resolution for all years (since account activation)
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- day resolution for past 3 years (if account's read resolution supports it)
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- hour resolution for past 2 months (if account's read resolution supports it)
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"""
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def _update_with_finer_cost_reads(
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cost_reads: list[CostRead], finer_cost_reads: list[CostRead]
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) -> None:
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for i, cost_read in enumerate(cost_reads):
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for j, finer_cost_read in enumerate(finer_cost_reads):
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if cost_read.start_time == finer_cost_read.start_time:
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cost_reads[i:] = finer_cost_reads[j:]
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return
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if cost_read.end_time == finer_cost_read.start_time:
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cost_reads[i + 1 :] = finer_cost_reads[j:]
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return
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if cost_read.end_time < finer_cost_read.start_time:
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break
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cost_reads += finer_cost_reads
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tz = await dt_util.async_get_time_zone(time_zone_str)
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if start_time is None:
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start = None
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else:
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start = datetime.fromtimestamp(start_time, tz=tz) - timedelta(days=30)
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end = dt_util.now(tz)
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_LOGGER.debug("Getting monthly cost reads: %s - %s", start, end)
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cost_reads = await self.api.async_get_cost_reads(
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account, AggregateType.BILL, start, end
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)
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_LOGGER.debug("Got %s monthly cost reads", len(cost_reads))
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if account.read_resolution == ReadResolution.BILLING:
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return cost_reads
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if start_time is None:
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start = end - timedelta(days=3 * 365)
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else:
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if cost_reads:
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start = cost_reads[0].start_time
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assert start
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start = max(start, end - timedelta(days=3 * 365))
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_LOGGER.debug("Getting daily cost reads: %s - %s", start, end)
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daily_cost_reads = await self.api.async_get_cost_reads(
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account, AggregateType.DAY, start, end
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)
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_LOGGER.debug("Got %s daily cost reads", len(daily_cost_reads))
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_update_with_finer_cost_reads(cost_reads, daily_cost_reads)
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if account.read_resolution == ReadResolution.DAY:
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return cost_reads
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if start_time is None:
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start = end - timedelta(days=2 * 30)
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else:
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assert start
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start = max(start, end - timedelta(days=2 * 30))
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_LOGGER.debug("Getting hourly cost reads: %s - %s", start, end)
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hourly_cost_reads = await self.api.async_get_cost_reads(
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account, AggregateType.HOUR, start, end
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)
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_LOGGER.debug("Got %s hourly cost reads", len(hourly_cost_reads))
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_update_with_finer_cost_reads(cost_reads, hourly_cost_reads)
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_LOGGER.debug("Got %s cost reads", len(cost_reads))
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return cost_reads
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