chore: eosdash improve plan display (#739)

* chore: improve plan solution display

Add genetic optimization results to general solution provided by EOSdash plan display.

Add total results.

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>

* fix: genetic battery and home appliance device simulation

Fix genetic solution to make ac_charge, dc_charge, discharge, ev_charge or
home appliance start time reflect what the simulation was doing. Sometimes
the simulation decided to charge less or to start the appliance at another
time and this was not brought back to e.g. ac_charge.

Make home appliance simulation activate time window for the next day if it can not be
run today.

Improve simulation speed.

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>

---------

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>

tests/test_config.py

@@ -3,11 +3,24 @@ from pathlib import Path
 from typing import Any, Optional, Union
 from unittest.mock import patch
 
+import numpy as np
 import pytest
 from loguru import logger
 from pydantic import IPvAnyAddress, ValidationError
 
 from akkudoktoreos.config.config import ConfigEOS, GeneralSettings
+from akkudoktoreos.devices.devices import BATTERY_DEFAULT_CHARGE_RATES
+
+
+def assert_values_equal(actual, expected):
+    """Compare values, handling lists and numpy arrays."""
+    if isinstance(actual, (list, np.ndarray)) or isinstance(expected, (list, np.ndarray)):
+        # Convert both to numpy arrays for comparison
+        actual_arr = np.array(actual)
+        expected_arr = np.array(expected)
+        assert np.array_equal(actual_arr, expected_arr), f"Expected {expected_arr}, but got {actual_arr}"
+    else:
+        assert actual == expected, f"Expected {expected}, but got {actual}"
 
 
 # overwrite config_mixin fixture from conftest
@@ -352,7 +365,7 @@ def test_config_common_settings_timezone_none_when_coordinates_missing():
             [
                 (
                     "devices.electric_vehicles[0].charge_rates",
-                    [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0],
+                    BATTERY_DEFAULT_CHARGE_RATES,
                 )
             ],
             ValueError,
@@ -364,10 +377,10 @@ def test_config_common_settings_timezone_none_when_coordinates_missing():
             [
                 (
                     "devices.electric_vehicles[0].charge_rates",
-                    [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0],
+                    BATTERY_DEFAULT_CHARGE_RATES,
                 )
             ],
-            TypeError,
+            KeyError,
         ),
         # Invalid index (no number)
         (
@@ -376,10 +389,10 @@ def test_config_common_settings_timezone_none_when_coordinates_missing():
             [
                 (
                     "devices.electric_vehicles[0].charge_rates",
-                    [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0],
+                    BATTERY_DEFAULT_CHARGE_RATES,
                 )
             ],
-            IndexError,
+            KeyError,
         ),
         # Unset value (set None)
         (
@@ -388,7 +401,7 @@ def test_config_common_settings_timezone_none_when_coordinates_missing():
             [
                 (
                     "devices.electric_vehicles[0].charge_rates",
-                    None,
+                    BATTERY_DEFAULT_CHARGE_RATES,
                 )
             ],
             None,
@@ -400,17 +413,13 @@ def test_set_nested_key(path, value, expected, exception, config_eos):
         config_eos.set_nested_value(path, value)
         for expected_path, expected_value in expected:
             actual_value = eval(f"config_eos.{expected_path}")
-            assert actual_value == expected_value, (
-                f"Expected {expected_value} at {expected_path}, but got {actual_value}"
-            )
+            assert_values_equal(actual_value, expected_value)
     else:
         try:
             config_eos.set_nested_value(path, value)
             for expected_path, expected_value in expected:
                 actual_value = eval(f"config_eos.{expected_path}")
-                assert actual_value == expected_value, (
-                    f"Expected {expected_value} at {expected_path}, but got {actual_value}"
-                )
+                assert_values_equal(actual_value, expected_value)
             pytest.fail(
                 f"Expected exception {exception} but none was raised. Set '{expected_path}' to '{actual_value}'"
             )
@@ -508,19 +517,19 @@ def test_merge_settings_partial(config_eos):
     config_eos.merge_settings_from_dict(partial_settings)
     assert config_eos.devices.max_electric_vehicles == 1
     assert len(config_eos.devices.electric_vehicles) == 1
-    assert config_eos.devices.electric_vehicles[0].charge_rates == [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0]
+    assert_values_equal(config_eos.devices.electric_vehicles[0].charge_rates, [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0])
 
     # Assure re-apply generates the same config
     config_eos.merge_settings_from_dict(partial_settings)
     assert config_eos.devices.max_electric_vehicles == 1
     assert len(config_eos.devices.electric_vehicles) == 1
-    assert config_eos.devices.electric_vehicles[0].charge_rates == [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0]
+    assert_values_equal(config_eos.devices.electric_vehicles[0].charge_rates, [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0])
 
     # Assure update keeps same values
     config_eos.update()
     assert config_eos.devices.max_electric_vehicles == 1
     assert len(config_eos.devices.electric_vehicles) == 1
-    assert config_eos.devices.electric_vehicles[0].charge_rates == [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0]
+    assert_values_equal(config_eos.devices.electric_vehicles[0].charge_rates, [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0])
 
 
 def test_merge_settings_empty(config_eos):