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-rw-r--r--src/home/database/inverter.py133
1 files changed, 132 insertions, 1 deletions
diff --git a/src/home/database/inverter.py b/src/home/database/inverter.py
index 6fdf9d7..8ebfae2 100644
--- a/src/home/database/inverter.py
+++ b/src/home/database/inverter.py
@@ -1,10 +1,40 @@
-from .clickhouse import get_clickhouse
+import logging
+
+from zoneinfo import ZoneInfo
from time import time
+from datetime import datetime, timedelta
+from typing import Optional
+from collections import namedtuple
+
+from ..config import is_development_mode
+from .clickhouse import get_clickhouse
+
+
+IntervalList = list[list[Optional[datetime]]]
class InverterDatabase:
def __init__(self):
self.db = get_clickhouse('solarmon')
+ self.server_timezone = self.query('SELECT timezone()')[0][0]
+
+ self.logger = logging.getLogger(self.__class__.__name__)
+
+ def query(self, *args, **kwargs):
+ settings = {'use_client_time_zone': True}
+ kwargs['settings'] = settings
+
+ if 'no_tz_fix' not in kwargs and len(args) > 1 and isinstance(args[1], dict):
+ for k, v in args[1].items():
+ if isinstance(v, datetime):
+ args[1][k] = v.astimezone(tz=ZoneInfo(self.server_timezone))
+
+ result = self.db.execute(*args, **kwargs)
+
+ if is_development_mode():
+ self.logger.debug(args[0] if len(args) == 1 else args[0] % args[1])
+
+ return result
def add_generation(self, home_id: int, client_time: int, watts: int) -> None:
self.db.execute(
@@ -100,3 +130,104 @@ class InverterDatabase:
line_power_direction,
load_connected
]])
+
+ def get_consumed_energy(self, dt_from: datetime, dt_to: datetime) -> float:
+ rows = self.query('SELECT ClientTime, ACOutputActivePower FROM status'
+ ' WHERE ClientTime >= %(from)s AND ClientTime <= %(to)s'
+ ' ORDER BY ClientTime', {'from': dt_from, 'to': dt_to})
+ prev_time = None
+ prev_wh = 0
+
+ ws = 0 # watt-seconds
+ for t, wh in rows:
+ if prev_time is not None:
+ n = (t - prev_time).total_seconds()
+ ws += prev_wh * n
+
+ prev_time = t
+ prev_wh = wh
+
+ return ws / 3600 # convert to watt-hours
+
+ def get_intervals_by_condition(self,
+ dt_from: datetime,
+ dt_to: datetime,
+ cond_start: str,
+ cond_end: str) -> IntervalList:
+ rows = None
+ ranges = [[None, None]]
+
+ while rows is None or len(rows) > 0:
+ if ranges[len(ranges) - 1][0] is None:
+ condition = cond_start
+ range_idx = 0
+ else:
+ condition = cond_end
+ range_idx = 1
+
+ rows = self.query('SELECT ClientTime FROM status '
+ f'WHERE ClientTime > %(from)s AND ClientTime <= %(to)s AND {condition}'
+ ' ORDER BY ClientTime LIMIT 1',
+ {'from': dt_from, 'to': dt_to})
+ if not rows:
+ break
+
+ row = rows[0]
+
+ ranges[len(ranges) - 1][range_idx] = row[0]
+ if range_idx == 1:
+ ranges.append([None, None])
+
+ dt_from = row[0]
+
+ if ranges[len(ranges)-1][0] is None:
+ ranges.pop()
+
+ return ranges
+
+ def get_grid_connected_intervals(self, dt_from: datetime, dt_to: datetime) -> IntervalList:
+ return self.get_intervals_by_condition(dt_from, dt_to, 'GridFrequency > 0', 'GridFrequency = 0')
+
+ def get_grid_used_intervals(self, dt_from: datetime, dt_to: datetime) -> IntervalList:
+ return self.get_intervals_by_condition(dt_from,
+ dt_to,
+ "LinePowerDirection = 'Input'",
+ "LinePowerDirection != 'Input'")
+
+ def get_grid_consumed_energy(self, dt_from: datetime, dt_to: datetime) -> float:
+ PrevData = namedtuple('PrevData', 'time, pd, bat_chg, bat_dis, wh')
+
+ ws = 0 # watt-seconds
+ amps = 0 # amper-seconds
+
+ intervals = self.get_grid_used_intervals(dt_from, dt_to)
+ for dt_start, dt_end in intervals:
+ fields = ', '.join([
+ 'ClientTime',
+ 'DCACPowerDirection',
+ 'BatteryChargingCurrent',
+ 'BatteryDischargingCurrent',
+ 'ACOutputActivePower'
+ ])
+ rows = self.query(f'SELECT {fields} FROM status'
+ ' WHERE ClientTime >= %(from)s AND ClientTime < %(to)s ORDER BY ClientTime',
+ {'from': dt_start, 'to': dt_end})
+
+ prev = PrevData(time=None, pd=None, bat_chg=None, bat_dis=None, wh=None)
+ for ct, pd, bat_chg, bat_dis, wh in rows:
+ if prev.time is not None:
+ n = (ct-prev.time).total_seconds()
+ ws += prev.wh * n
+
+ if pd == 'DC/AC':
+ amps -= prev.bat_dis * n
+ elif pd == 'AC/DC':
+ amps += prev.bat_chg * n
+
+ prev = PrevData(time=ct, pd=pd, bat_chg=bat_chg, bat_dis=bat_dis, wh=wh)
+
+ amps /= 3600
+ wh = ws / 3600
+ wh += amps*48
+
+ return wh