Files
EOS/tests/test_config.py
Bobby Noelte 6498c7dc32 Add database support for measurements and historic prediction data. (#848)
The database supports backend selection, compression, incremental data load,
automatic data saving to storage, automatic vaccum and compaction.

Make SQLite3 and LMDB database backends available.

Update tests for new interface conventions regarding data sequences,
data containers, data providers. This includes the measurements provider and
the prediction providers.

Add database documentation.

The fix includes several bug fixes that are not directly related to the database
implementation but are necessary to keep EOS running properly and to test and
document the changes.

* fix: config eos test setup

  Make the config_eos fixture generate a new instance of the config_eos singleton.
  Use correct env names to setup data folder path.

* fix: startup with no config

  Make cache and measurements complain about missing data path configuration but
  do not bail out.

* fix: soc data preparation and usage for genetic optimization.

  Search for soc measurments 48 hours around the optimization start time.
  Only clamp soc to maximum in battery device simulation.

* fix: dashboard bailout on zero value solution display

  Do not use zero values to calculate the chart values adjustment for display.

* fix: openapi generation script

  Make the script also replace data_folder_path and data_output_path to hide
  real (test) environment pathes.

* feat: add make repeated task function

  make_repeated_task allows to wrap a function to be repeated cyclically.

* chore: removed index based data sequence access

  Index based data sequence access does not make sense as the sequence can be backed
  by the database. The sequence is now purely time series data.

* chore: refactor eos startup to avoid module import startup

  Avoid module import initialisation expecially of the EOS configuration.
  Config mutation, singleton initialization, logging setup, argparse parsing,
  background task definitions depending on config and environment-dependent behavior
  is now done at function startup.

* chore: introduce retention manager

  A single long-running background task that owns the scheduling of all periodic
  server-maintenance jobs (cache cleanup, DB autosave, …)

* chore: canonicalize timezone name for UTC

  Timezone names that are semantically identical to UTC are canonicalized to UTC.

* chore: extend config file migration for default value handling

  Extend the config file migration handling values None or nonexisting values
  that will invoke a default value generation in the new config file. Also
  adapt test to handle this situation.

* chore: extend datetime util test cases

* chore: make version test check for untracked files

  Check for files that are not tracked by git. Version calculation will be
  wrong if these files will not be commited.

* chore: bump pandas to 3.0.0

  Pandas 3.0 now performs inference on the appropriate resolution (a.k.a. unit)
  for the output dtype which may become datetime64[us] (before it was ns). Also
  numeric dtype detection is now more strict which needs a different detection for
  numerics.

* chore: bump pydantic-settings to 2.12.0

  pydantic-settings 2.12.0 under pytest creates a different behaviour. The tests
  were adapted and a workaround was introduced. Also ConfigEOS was adapted
  to allow for fine grain initialization control to be able to switch
  off certain settings such as file settings during test.

* chore: remove sci learn kit from dependencies

  The sci learn kit is not strictly necessary as long as we have scipy.

* chore: add documentation mode guarding for sphinx autosummary

  Sphinx autosummary excecutes functions. Prevent exceptions in case of pure doc
  mode.

* chore: adapt docker-build CI workflow to stricter GitHub handling

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>
2026-02-22 14:12:42 +01:00

543 lines
18 KiB
Python

import tempfile
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
@pytest.fixture(autouse=True)
def config_mixin():
pass
def test_fixture_new_config_file(config_default_dirs):
"""Assure fixture stash_config_file is working."""
config_default_dir_user, config_default_dir_cwd, _, _ = config_default_dirs
config_file_user = config_default_dir_user.joinpath(ConfigEOS.CONFIG_FILE_NAME)
config_file_cwd = config_default_dir_cwd.joinpath(ConfigEOS.CONFIG_FILE_NAME)
assert not config_file_user.exists()
assert not config_file_cwd.exists()
def test_config_constants(config_eos):
"""Test config constants are the way expected by the tests."""
assert config_eos.APP_NAME == "net.akkudoktor.eos"
assert config_eos.APP_AUTHOR == "akkudoktor"
assert config_eos.EOS_DIR == "EOS_DIR"
assert config_eos.ENCODING == "UTF-8"
assert config_eos.CONFIG_FILE_NAME == "EOS.config.json"
def test_computed_paths(config_eos):
"""Test computed paths for output and cache."""
# Don't actually try to create the data folder
with patch("pathlib.Path.mkdir"), \
patch("pathlib.Path.is_dir", return_value=True), \
patch("pathlib.Path.exists", return_value=True):
config_eos.merge_settings_from_dict(
{
"general": {
"data_folder_path": "/base/data",
"data_output_subpath": "extra/output",
},
"cache": {
"subpath": "somewhere/cache",
},
}
)
assert config_eos.general.data_folder_path == Path("/base/data")
assert config_eos.general.data_output_path == Path("/base/data/extra/output")
assert config_eos.cache.path() == Path("/base/data/somewhere/cache")
# Check non configurable pathes
assert config_eos.package_root_path == Path(__file__).parent.parent.resolve().joinpath(
"src/akkudoktoreos"
)
# reset settings so the config_eos fixture can verify the default paths
config_eos.reset_settings()
def test_config_from_env(monkeypatch, config_eos):
"""Test configuration from env."""
assert config_eos.server.port == 8503
assert config_eos.server.eosdash_port is None
monkeypatch.setenv("EOS_SERVER__PORT", "8553")
monkeypatch.setenv("EOS_SERVER__EOSDASH_PORT", "8555")
config_eos.reset_settings()
assert config_eos.server.port == 8553
assert config_eos.server.eosdash_port == 8555
def test_config_ipaddress(monkeypatch, config_eos):
"""Test configuration for IP adresses."""
assert config_eos.server.host == "127.0.0.1"
monkeypatch.setenv("EOS_SERVER__HOST", "0.0.0.0")
config_eos.reset_settings()
assert config_eos.server.host == "0.0.0.0"
monkeypatch.setenv("EOS_SERVER__HOST", "mail.akkudoktor.net")
config_eos.reset_settings()
assert config_eos.server.host == "mail.akkudoktor.net"
# keep last
monkeypatch.setenv("EOS_SERVER__HOST", "localhost")
config_eos.reset_settings()
assert config_eos.server.host == "localhost"
def test_singleton_behavior(config_eos, config_default_dirs, monkeypatch):
"""Test that ConfigEOS behaves as a singleton."""
config_eos.reset_instance()
monkeypatch.setenv("EOS_CONFIG_DIR", str(config_default_dirs[0]))
instance1 = ConfigEOS()
instance2 = ConfigEOS()
assert instance1 is not config_eos
assert instance1 is instance2
assert instance1._config_file_path == instance2._config_file_path
def test_config_file_priority(config_default_dirs):
"""Test config file priority.
Priority is:
1. environment variable directory
2. user configuration directory
3. current working directory
"""
config_default_dir_user, config_default_dir_cwd, _, _ = config_default_dirs
config_file_cwd = Path(config_default_dir_cwd) / ConfigEOS.CONFIG_FILE_NAME
config_file_user = Path(config_default_dir_user) / ConfigEOS.CONFIG_FILE_NAME
assert not config_file_cwd.exists()
assert not config_file_user.exists()
# current working directory (prio 3)
config_file_cwd.write_text("{}")
config_eos = ConfigEOS()
config_eos.update()
assert config_eos.general.config_file_path == config_file_cwd
# user configuration directory (prio 2)
config_file_user.parent.mkdir()
config_file_user.write_text("{}")
config_eos.update()
assert config_eos.general.config_file_path == config_file_user
@patch("akkudoktoreos.config.config.user_config_dir")
def test_get_config_file_path(user_config_dir_patch, config_eos, config_default_dirs, monkeypatch):
"""Test that _get_config_file_path identifies the correct config file."""
config_default_dir_user, _, _, _ = config_default_dirs
user_config_dir_patch.return_value = str(config_default_dir_user)
def cfg_file(dir: Path) -> Path:
return dir.joinpath(ConfigEOS.CONFIG_FILE_NAME)
# Config newly created from fixture with fresh user config directory
assert config_eos._get_config_file_path() == (cfg_file(config_default_dir_user), True)
cfg_file(config_default_dir_user).unlink()
with tempfile.TemporaryDirectory() as temp_dir:
temp_dir_path = Path(temp_dir)
monkeypatch.setenv("EOS_DIR", str(temp_dir_path))
monkeypatch.delenv("EOS_CONFIG_DIR", raising=False)
assert config_eos._get_config_file_path() == (cfg_file(temp_dir_path), False)
monkeypatch.setenv("EOS_CONFIG_DIR", "config")
config_dir = temp_dir_path / "config"
config_dir.mkdir(exist_ok=True)
assert config_eos._get_config_file_path() == (
cfg_file(config_dir),
False,
)
monkeypatch.setenv("EOS_CONFIG_DIR", str(temp_dir_path / "config2"))
config_dir = temp_dir_path / "config2"
config_dir.mkdir(exist_ok=True)
assert config_eos._get_config_file_path() == (
cfg_file(config_dir),
False,
)
monkeypatch.delenv("EOS_DIR")
monkeypatch.setenv("EOS_CONFIG_DIR", "config3")
assert config_eos._get_config_file_path() == (cfg_file(config_default_dir_user), False)
monkeypatch.setenv("EOS_CONFIG_DIR", str(temp_dir_path / "config3"))
config_dir = temp_dir_path / "config3"
config_dir.mkdir(exist_ok=True)
assert config_eos._get_config_file_path() == (
cfg_file(config_dir),
False,
)
def test_config_copy(config_eos, monkeypatch):
"""Test if the config is copied to the provided path."""
with tempfile.TemporaryDirectory() as temp_dir:
temp_folder_path = Path(temp_dir)
temp_config_file_path = temp_folder_path.joinpath(config_eos.CONFIG_FILE_NAME).resolve()
monkeypatch.setenv("EOS_CONFIG_DIR", str(temp_folder_path))
assert not temp_config_file_path.exists()
with patch("akkudoktoreos.config.config.user_config_dir", return_value=temp_dir):
assert config_eos._get_config_file_path() == (temp_config_file_path, False)
config_eos.update()
assert temp_config_file_path.exists()
@pytest.mark.parametrize(
"latitude, longitude, expected_timezone",
[
(40.7128, -74.0060, "America/New_York"), # Valid latitude/longitude
(None, None, None), # No location
(51.5074, -0.1278, "Europe/London"), # Another valid location
],
)
def test_config_common_settings_valid(latitude, longitude, expected_timezone):
"""Test valid settings for GeneralSettings."""
general_settings = GeneralSettings(
latitude=latitude,
longitude=longitude,
)
assert general_settings.latitude == latitude
assert general_settings.longitude == longitude
assert general_settings.timezone == expected_timezone
@pytest.mark.parametrize(
"field_name, invalid_value, expected_error",
[
("latitude", -91.0, "Input should be greater than or equal to -90"),
("latitude", 91.0, "Input should be less than or equal to 90"),
("longitude", -181.0, "Input should be greater than or equal to -180"),
("longitude", 181.0, "Input should be less than or equal to 180"),
],
)
def test_config_common_settings_invalid(field_name, invalid_value, expected_error):
"""Test invalid settings for PredictionCommonSettings."""
valid_data = {
"latitude": 40.7128,
"longitude": -74.0060,
}
assert GeneralSettings(**valid_data) is not None
valid_data[field_name] = invalid_value
with pytest.raises(ValidationError, match=expected_error):
GeneralSettings(**valid_data)
def test_config_common_settings_no_location():
"""Test that timezone is None when latitude and longitude are not provided."""
settings = GeneralSettings(latitude=None, longitude=None)
assert settings.timezone is None
def test_config_common_settings_with_location():
"""Test that timezone is correctly computed when latitude and longitude are provided."""
settings = GeneralSettings(latitude=34.0522, longitude=-118.2437)
assert settings.timezone == "America/Los_Angeles"
def test_config_common_settings_timezone_none_when_coordinates_missing():
"""Test that timezone is None when latitude or longitude is missing."""
config_no_latitude = GeneralSettings(latitude=None, longitude=-74.0060)
config_no_longitude = GeneralSettings(latitude=40.7128, longitude=None)
config_no_coords = GeneralSettings(latitude=None, longitude=None)
assert config_no_latitude.timezone is None
assert config_no_longitude.timezone is None
assert config_no_coords.timezone is None
# Test partial assignments and possible side effects
@pytest.mark.parametrize(
"path, value, expected, exception",
[
# Correct value assignment
(
"general/latitude",
42.0,
[("general.latitude", 42.0), ("general.longitude", 13.405)],
None,
),
# Correct value assignment (trailing /)
(
"general/latitude/",
41,
[("general.latitude", 41.0), ("general.longitude", 13.405)],
None,
),
# Correct value assignment (cast)
(
"general/latitude",
"43.0",
[("general.latitude", 43.0), ("general.longitude", 13.405)],
None,
),
# Invalid value assignment (constraint)
(
"general/latitude",
91.0,
[("general.latitude", 52.52), ("general.longitude", 13.405)],
ValueError,
),
# Invalid value assignment (type)
(
"general/latitude",
"test",
[("general.latitude", 52.52), ("general.longitude", 13.405)],
ValueError,
),
# Invalid path
(
"general/latitude/test",
"",
[("general.latitude", 52.52), ("general.longitude", 13.405)],
KeyError,
),
# Correct value nested assignment
(
"general",
{"latitude": 22},
[("general.latitude", 22.0), ("general.longitude", 13.405)],
None,
),
# Invalid value nested assignment
(
"general",
{"latitude": "test"},
[("general.latitude", 52.52), ("general.longitude", 13.405)],
ValueError,
),
# Correct value assignment - preparation for list
(
"devices/max_electric_vehicles",
1,
[("devices.max_electric_vehicles", 1), ],
None,
),
# Correct value for list
(
"devices/electric_vehicles/0/charge_rates",
[0.1, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0],
[
(
"devices.electric_vehicles[0].charge_rates",
[0.1, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0],
)
],
None,
),
# Invalid value for list
(
"devices/electric_vehicles/0/charge_rates",
"invalid",
[
(
"devices.electric_vehicles[0].charge_rates",
BATTERY_DEFAULT_CHARGE_RATES,
)
],
ValueError,
),
# Invalid index (out of bound)
(
"devices/electric_vehicles/0/charge_rates/10",
0,
[
(
"devices.electric_vehicles[0].charge_rates",
BATTERY_DEFAULT_CHARGE_RATES,
)
],
TypeError,
),
# Invalid index (no number)
(
"devices/electric_vehicles/0/charge_rates/test",
0,
[
(
"devices.electric_vehicles[0].charge_rates",
BATTERY_DEFAULT_CHARGE_RATES,
)
],
IndexError,
),
# Unset value (set None)
(
"devices/electric_vehicles/0/charge_rates",
None,
[
(
"devices.electric_vehicles[0].charge_rates",
BATTERY_DEFAULT_CHARGE_RATES,
)
],
None,
),
],
)
def test_set_nested_key(path, value, expected, exception, config_eos):
if not exception:
config_eos.set_nested_value(path, value)
for expected_path, expected_value in expected:
actual_value = eval(f"config_eos.{expected_path}")
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_values_equal(actual_value, expected_value)
pytest.fail(
f"Expected exception {exception} but none was raised. Set '{expected_path}' to '{actual_value}'"
)
except Exception as e:
assert isinstance(e, exception), (
f"Expected exception {exception}, but got {type(e)}: {e}"
)
@pytest.mark.parametrize(
"path, expected_value, exception",
[
("general/latitude", 52.52, None),
("general/latitude/", 52.52, None),
("general/latitude/test", None, KeyError),
],
)
def test_get_nested_key(path, expected_value, exception, config_eos):
if not exception:
assert config_eos.get_nested_value(path) == expected_value
else:
with pytest.raises(exception):
config_eos.get_nested_value(path)
def test_merge_settings_from_dict_invalid(config_eos):
"""Test merging invalid data."""
invalid_settings = {
"general": {
"latitude": "invalid_latitude" # Should be a float
},
}
with pytest.raises(Exception): # Pydantic ValidationError expected
config_eos.merge_settings_from_dict(invalid_settings)
def test_merge_settings_partial(config_eos):
"""Test merging only a subset of settings."""
partial_settings: dict[str, Any] = {
"general": {
"latitude": 51.1657 # Only latitude is updated
},
}
config_eos.merge_settings_from_dict(partial_settings)
assert config_eos.general.latitude == 51.1657
assert config_eos.general.longitude == 13.405 # Should remain unchanged
#-----------------
partial_settings = {
"weather": {
"provider": "BrightSky",
},
}
config_eos.merge_settings_from_dict(partial_settings)
assert config_eos.weather.provider == "BrightSky"
#-----------------
partial_settings = {
"general": {
"latitude": None,
},
"weather": {
"provider": "ClearOutside",
},
}
config_eos.merge_settings_from_dict(partial_settings)
assert config_eos.general.latitude is None
assert config_eos.weather.provider == "ClearOutside"
# Assure update keeps same values
config_eos.update()
assert config_eos.general.latitude is None
assert config_eos.weather.provider == "ClearOutside"
#-----------------
partial_settings = {
"devices": {
"max_electric_vehicles": 1,
"electric_vehicles": [
{
"charge_rates": [0.0, 0.375, 0.5, 0.625, 0.75, 0.875, 1.0],
}
],
}
}
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_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_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_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):
"""Test merging an empty dictionary does not change settings."""
original_latitude = config_eos.general.latitude
config_eos.merge_settings_from_dict({}) # No changes
assert config_eos.general.latitude == original_latitude # Should remain unchanged