fix: eosdash startup (#915)

Adapt uvicorn log level to allowed levels. Ensure that EOSdash is started after EOS configuration is available. Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>
2026-02-28 11:56:18 +00:00 · 2026-02-28 11:31:51 +01:00
parent 3ccc25d731
commit 237af5289f
27 changed files with 497 additions and 379 deletions
--- a/config.yaml
+++ b/config.yaml
@@ -6,7 +6,7 @@
 # the root directory (no add-on folder as usual).

 name: "Akkudoktor-EOS"
-version: "0.2.0.dev2602242106748274"
+version: "0.2.0.dev2602280860196123"
 slug: "eos"
 description: "Akkudoktor-EOS add-on"
 url: "https://github.com/Akkudoktor-EOS/EOS"
--- a/docs/_generated/configadapter.md
+++ b/docs/_generated/configadapter.md
@@ -9,7 +9,7 @@
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
 | homeassistant | `EOS_ADAPTER__HOMEASSISTANT` | `HomeAssistantAdapterCommonSettings` | `rw` | `required` | Home Assistant adapter settings. |
 | nodered | `EOS_ADAPTER__NODERED` | `NodeREDAdapterCommonSettings` | `rw` | `required` | NodeRED adapter settings. |
-| provider | `EOS_ADAPTER__PROVIDER` | `list[str] | None` | `rw` | `None` | List of adapter provider id(s) of provider(s) to be used. |
+| provider | `EOS_ADAPTER__PROVIDER` | `Optional[list[str]]` | `rw` | `None` | List of adapter provider id(s) of provider(s) to be used. |
 | providers | | `list[str]` | `ro` | `N/A` | Available adapter provider ids. |
 :::
 <!-- pyml enable line-length -->
@@ -103,8 +103,8 @@ There are two URLs that are used:

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| host | `str | None` | `rw` | `127.0.0.1` | Node-RED server IP address. Defaults to 127.0.0.1. |
-| port | `int | None` | `rw` | `1880` | Node-RED server IP port number. Defaults to 1880. |
+| host | `Optional[str]` | `rw` | `127.0.0.1` | Node-RED server IP address. Defaults to 127.0.0.1. |
+| port | `Optional[int]` | `rw` | `1880` | Node-RED server IP port number. Defaults to 1880. |
 :::
 <!-- pyml enable line-length -->

@@ -134,21 +134,21 @@ There are two URLs that are used:

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| config_entity_ids | `dict[str, str] | None` | `rw` | `None` | Mapping of EOS config keys to Home Assistant entity IDs.
+| config_entity_ids | `Optional[dict[str, str]]` | `rw` | `None` | Mapping of EOS config keys to Home Assistant entity IDs.
 The config key has to be given by a ‘/’-separated path
 e.g. devices/batteries/0/capacity_wh |
-| device_instruction_entity_ids | `list[str] | None` | `rw` | `None` | Entity IDs for device (resource) instructions to be updated by EOS.
+| device_instruction_entity_ids | `Optional[list[str]]` | `rw` | `None` | Entity IDs for device (resource) instructions to be updated by EOS.
 The device ids (resource ids) have to be prepended by 'sensor.eos_' to build the entity_id.
 E.g. The instruction for device id 'battery1' becomes the entity_id 'sensor.eos_battery1'. |
-| device_measurement_entity_ids | `dict[str, str] | None` | `rw` | `None` | Mapping of EOS measurement keys used by device (resource) simulations to Home Assistant entity IDs. |
+| device_measurement_entity_ids | `Optional[dict[str, str]]` | `rw` | `None` | Mapping of EOS measurement keys used by device (resource) simulations to Home Assistant entity IDs. |
 | eos_device_instruction_entity_ids | `list[str]` | `ro` | `N/A` | Entity IDs for energy management instructions available at EOS. |
 | eos_solution_entity_ids | `list[str]` | `ro` | `N/A` | Entity IDs for optimization solution available at EOS. |
-| grid_export_emr_entity_ids | `list[str] | None` | `rw` | `None` | Entity ID(s) of export to grid energy meter readings [kWh] |
-| grid_import_emr_entity_ids | `list[str] | None` | `rw` | `None` | Entity ID(s) of import from grid energy meter readings [kWh] |
+| grid_export_emr_entity_ids | `Optional[list[str]]` | `rw` | `None` | Entity ID(s) of export to grid energy meter readings [kWh] |
+| grid_import_emr_entity_ids | `Optional[list[str]]` | `rw` | `None` | Entity ID(s) of import from grid energy meter readings [kWh] |
 | homeassistant_entity_ids | `list[str]` | `ro` | `N/A` | Entity IDs available at Home Assistant. |
-| load_emr_entity_ids | `list[str] | None` | `rw` | `None` | Entity ID(s) of load energy meter readings [kWh] |
-| pv_production_emr_entity_ids | `list[str] | None` | `rw` | `None` | Entity ID(s) of PV production energy meter readings [kWh] |
-| solution_entity_ids | `list[str] | None` | `rw` | `None` | Entity IDs for optimization solution keys to be updated by EOS.
+| load_emr_entity_ids | `Optional[list[str]]` | `rw` | `None` | Entity ID(s) of load energy meter readings [kWh] |
+| pv_production_emr_entity_ids | `Optional[list[str]]` | `rw` | `None` | Entity ID(s) of PV production energy meter readings [kWh] |
+| solution_entity_ids | `Optional[list[str]]` | `rw` | `None` | Entity IDs for optimization solution keys to be updated by EOS.
 The solution keys have to be prepended by 'sensor.eos_' to build the entity_id.
 E.g. solution key 'battery1_idle_op_mode' becomes the entity_id 'sensor.eos_battery1_idle_op_mode'. |
 :::
--- a/docs/_generated/configcache.md
+++ b/docs/_generated/configcache.md
@@ -8,7 +8,7 @@
 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
 | cleanup_interval | `EOS_CACHE__CLEANUP_INTERVAL` | `float` | `rw` | `300.0` | Intervall in seconds for EOS file cache cleanup. |
-| subpath | `EOS_CACHE__SUBPATH` | `pathlib.Path | None` | `rw` | `cache` | Sub-path for the EOS cache data directory. |
+| subpath | `EOS_CACHE__SUBPATH` | `Optional[pathlib.Path]` | `rw` | `cache` | Sub-path for the EOS cache data directory. |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configdatabase.md
+++ b/docs/_generated/configdatabase.md
@@ -13,16 +13,16 @@ Attributes:

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| autosave_interval_sec | `EOS_DATABASE__AUTOSAVE_INTERVAL_SEC` | `int | None` | `rw` | `10` | Automatic saving interval [seconds].
+| autosave_interval_sec | `EOS_DATABASE__AUTOSAVE_INTERVAL_SEC` | `Optional[int]` | `rw` | `10` | Automatic saving interval [seconds].
 Set to None to disable automatic saving. |
 | batch_size | `EOS_DATABASE__BATCH_SIZE` | `int` | `rw` | `100` | Number of records to process in batch operations. |
-| compaction_interval_sec | `EOS_DATABASE__COMPACTION_INTERVAL_SEC` | `int | None` | `rw` | `604800` | Interval in between automatic tiered compaction runs [seconds].
+| compaction_interval_sec | `EOS_DATABASE__COMPACTION_INTERVAL_SEC` | `Optional[int]` | `rw` | `604800` | Interval in between automatic tiered compaction runs [seconds].
 Compaction downsamples old records to reduce storage while retaining coverage. Set to None to disable automatic compaction. |
 | compression_level | `EOS_DATABASE__COMPRESSION_LEVEL` | `int` | `rw` | `9` | Compression level for database record data. |
-| initial_load_window_h | `EOS_DATABASE__INITIAL_LOAD_WINDOW_H` | `int | None` | `rw` | `None` | Specifies the default duration of the initial load window when loading records from the database, in hours. If set to None, the full available range is loaded. The window is centered around the current time by default, unless a different center time is specified. Different database namespaces may define their own default windows. |
-| keep_duration_h | `EOS_DATABASE__KEEP_DURATION_H` | `int | None` | `rw` | `None` | Default maximum duration records shall be kept in database [hours, none].
+| initial_load_window_h | `EOS_DATABASE__INITIAL_LOAD_WINDOW_H` | `Optional[int]` | `rw` | `None` | Specifies the default duration of the initial load window when loading records from the database, in hours. If set to None, the full available range is loaded. The window is centered around the current time by default, unless a different center time is specified. Different database namespaces may define their own default windows. |
+| keep_duration_h | `EOS_DATABASE__KEEP_DURATION_H` | `Optional[int]` | `rw` | `None` | Default maximum duration records shall be kept in database [hours, none].
 None indicates forever. Database namespaces may have diverging definitions. |
-| provider | `EOS_DATABASE__PROVIDER` | `str | None` | `rw` | `None` | Database provider id of provider to be used. |
+| provider | `EOS_DATABASE__PROVIDER` | `Optional[str]` | `rw` | `None` | Database provider id of provider to be used. |
 | providers | | `List[str]` | `ro` | `N/A` | Return available database provider ids. |
 :::
 <!-- pyml enable line-length -->
--- a/docs/_generated/configdevices.md
+++ b/docs/_generated/configdevices.md
@@ -7,15 +7,15 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| batteries | `EOS_DEVICES__BATTERIES` | `list[akkudoktoreos.devices.devices.BatteriesCommonSettings] | None` | `rw` | `None` | List of battery devices |
-| electric_vehicles | `EOS_DEVICES__ELECTRIC_VEHICLES` | `list[akkudoktoreos.devices.devices.BatteriesCommonSettings] | None` | `rw` | `None` | List of electric vehicle devices |
-| home_appliances | `EOS_DEVICES__HOME_APPLIANCES` | `list[akkudoktoreos.devices.devices.HomeApplianceCommonSettings] | None` | `rw` | `None` | List of home appliances |
-| inverters | `EOS_DEVICES__INVERTERS` | `list[akkudoktoreos.devices.devices.InverterCommonSettings] | None` | `rw` | `None` | List of inverters |
-| max_batteries | `EOS_DEVICES__MAX_BATTERIES` | `int | None` | `rw` | `None` | Maximum number of batteries that can be set |
-| max_electric_vehicles | `EOS_DEVICES__MAX_ELECTRIC_VEHICLES` | `int | None` | `rw` | `None` | Maximum number of electric vehicles that can be set |
-| max_home_appliances | `EOS_DEVICES__MAX_HOME_APPLIANCES` | `int | None` | `rw` | `None` | Maximum number of home_appliances that can be set |
-| max_inverters | `EOS_DEVICES__MAX_INVERTERS` | `int | None` | `rw` | `None` | Maximum number of inverters that can be set |
-| measurement_keys | | `list[str] | None` | `ro` | `N/A` | Return the measurement keys for the resource/ device stati that are measurements. |
+| batteries | `EOS_DEVICES__BATTERIES` | `Optional[list[akkudoktoreos.devices.devices.BatteriesCommonSettings]]` | `rw` | `None` | List of battery devices |
+| electric_vehicles | `EOS_DEVICES__ELECTRIC_VEHICLES` | `Optional[list[akkudoktoreos.devices.devices.BatteriesCommonSettings]]` | `rw` | `None` | List of electric vehicle devices |
+| home_appliances | `EOS_DEVICES__HOME_APPLIANCES` | `Optional[list[akkudoktoreos.devices.devices.HomeApplianceCommonSettings]]` | `rw` | `None` | List of home appliances |
+| inverters | `EOS_DEVICES__INVERTERS` | `Optional[list[akkudoktoreos.devices.devices.InverterCommonSettings]]` | `rw` | `None` | List of inverters |
+| max_batteries | `EOS_DEVICES__MAX_BATTERIES` | `Optional[int]` | `rw` | `None` | Maximum number of batteries that can be set |
+| max_electric_vehicles | `EOS_DEVICES__MAX_ELECTRIC_VEHICLES` | `Optional[int]` | `rw` | `None` | Maximum number of electric vehicles that can be set |
+| max_home_appliances | `EOS_DEVICES__MAX_HOME_APPLIANCES` | `Optional[int]` | `rw` | `None` | Maximum number of home_appliances that can be set |
+| max_inverters | `EOS_DEVICES__MAX_INVERTERS` | `Optional[int]` | `rw` | `None` | Maximum number of inverters that can be set |
+| measurement_keys | | `Optional[list[str]]` | `ro` | `N/A` | Return the measurement keys for the resource/ device stati that are measurements. |
 :::
 <!-- pyml enable line-length -->

@@ -207,12 +207,12 @@
 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
 | ac_to_dc_efficiency | `float` | `rw` | `1.0` | Efficiency of AC to DC conversion for grid-to-battery AC charging (0-1). Set to 0 to disable AC charging. Default 1.0 (no additional inverter loss). |
-| battery_id | `str | None` | `rw` | `None` | ID of battery controlled by this inverter. |
+| battery_id | `Optional[str]` | `rw` | `None` | ID of battery controlled by this inverter. |
 | dc_to_ac_efficiency | `float` | `rw` | `1.0` | Efficiency of DC to AC conversion for battery discharging to AC load/grid (0-1). Default 1.0 (no additional inverter loss). |
 | device_id | `str` | `rw` | `<unknown>` | ID of device |
-| max_ac_charge_power_w | `float | None` | `rw` | `None` | Maximum AC charging power in watts. null means no additional limit. Set to 0 to disable AC charging. |
-| max_power_w | `float | None` | `rw` | `None` | Maximum power [W]. |
-| measurement_keys | `list[str] | None` | `ro` | `N/A` | Measurement keys for the inverter stati that are measurements. |
+| max_ac_charge_power_w | `Optional[float]` | `rw` | `None` | Maximum AC charging power in watts. null means no additional limit. Set to 0 to disable AC charging. |
+| max_power_w | `Optional[float]` | `rw` | `None` | Maximum power [W]. |
+| measurement_keys | `Optional[list[str]]` | `ro` | `N/A` | Measurement keys for the inverter stati that are measurements. |
 :::
 <!-- pyml enable line-length -->

@@ -275,8 +275,8 @@
 | consumption_wh | `int` | `rw` | `required` | Energy consumption [Wh]. |
 | device_id | `str` | `rw` | `<unknown>` | ID of device |
 | duration_h | `int` | `rw` | `required` | Usage duration in hours [0 ... 24]. |
-| measurement_keys | `list[str] | None` | `ro` | `N/A` | Measurement keys for the home appliance stati that are measurements. |
-| time_windows | `akkudoktoreos.utils.datetimeutil.TimeWindowSequence | None` | `rw` | `None` | Sequence of allowed time windows. Defaults to optimization general time window. |
+| measurement_keys | `Optional[list[str]]` | `ro` | `N/A` | Measurement keys for the home appliance stati that are measurements. |
+| time_windows | `Optional[akkudoktoreos.utils.datetimeutil.TimeWindowSequence]` | `rw` | `None` | Sequence of allowed time windows. Defaults to optimization general time window. |
 :::
 <!-- pyml enable line-length -->

@@ -353,20 +353,20 @@
 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
 | capacity_wh | `int` | `rw` | `8000` | Capacity [Wh]. |
-| charge_rates | `list[float] | None` | `rw` | `[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]` | Charge rates as factor of maximum charging power [0.00 ... 1.00]. None triggers fallback to default charge-rates. |
+| charge_rates | `Optional[list[float]]` | `rw` | `[0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]` | Charge rates as factor of maximum charging power [0.00 ... 1.00]. None triggers fallback to default charge-rates. |
 | charging_efficiency | `float` | `rw` | `0.88` | Charging efficiency [0.01 ... 1.00]. |
 | device_id | `str` | `rw` | `<unknown>` | ID of device |
 | discharging_efficiency | `float` | `rw` | `0.88` | Discharge efficiency [0.01 ... 1.00]. |
 | levelized_cost_of_storage_kwh | `float` | `rw` | `0.0` | Levelized cost of storage (LCOS), the average lifetime cost of delivering one kWh [€/kWh]. |
-| max_charge_power_w | `float | None` | `rw` | `5000` | Maximum charging power [W]. |
+| max_charge_power_w | `Optional[float]` | `rw` | `5000` | Maximum charging power [W]. |
 | max_soc_percentage | `int` | `rw` | `100` | Maximum state of charge (SOC) as percentage of capacity [%]. |
 | measurement_key_power_3_phase_sym_w | `str` | `ro` | `N/A` | Measurement key for the symmetric 3 phase power the battery is charged or discharged with [W]. |
 | measurement_key_power_l1_w | `str` | `ro` | `N/A` | Measurement key for the L1 power the battery is charged or discharged with [W]. |
 | measurement_key_power_l2_w | `str` | `ro` | `N/A` | Measurement key for the L2 power the battery is charged or discharged with [W]. |
 | measurement_key_power_l3_w | `str` | `ro` | `N/A` | Measurement key for the L3 power the battery is charged or discharged with [W]. |
 | measurement_key_soc_factor | `str` | `ro` | `N/A` | Measurement key for the battery state of charge (SoC) as factor of total capacity [0.0 ... 1.0]. |
-| measurement_keys | `list[str] | None` | `ro` | `N/A` | Measurement keys for the battery stati that are measurements. |
-| min_charge_power_w | `float | None` | `rw` | `50` | Minimum charging power [W]. |
+| measurement_keys | `Optional[list[str]]` | `ro` | `N/A` | Measurement keys for the battery stati that are measurements. |
+| min_charge_power_w | `Optional[float]` | `rw` | `50` | Minimum charging power [W]. |
 | min_soc_percentage | `int` | `rw` | `0` | Minimum state of charge (SOC) as percentage of capacity [%]. This is the target SoC for charging |
 :::
 <!-- pyml enable line-length -->
--- a/docs/_generated/configelecprice.md
+++ b/docs/_generated/configelecprice.md
@@ -7,12 +7,12 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| charges_kwh | `EOS_ELECPRICE__CHARGES_KWH` | `float | None` | `rw` | `None` | Electricity price charges [€/kWh]. Will be added to variable market price. |
+| charges_kwh | `EOS_ELECPRICE__CHARGES_KWH` | `Optional[float]` | `rw` | `None` | Electricity price charges [€/kWh]. Will be added to variable market price. |
 | elecpriceimport | `EOS_ELECPRICE__ELECPRICEIMPORT` | `ElecPriceImportCommonSettings` | `rw` | `required` | Import provider settings. |
 | energycharts | `EOS_ELECPRICE__ENERGYCHARTS` | `ElecPriceEnergyChartsCommonSettings` | `rw` | `required` | Energy Charts provider settings. |
-| provider | `EOS_ELECPRICE__PROVIDER` | `str | None` | `rw` | `None` | Electricity price provider id of provider to be used. |
+| provider | `EOS_ELECPRICE__PROVIDER` | `Optional[str]` | `rw` | `None` | Electricity price provider id of provider to be used. |
 | providers | | `list[str]` | `ro` | `N/A` | Available electricity price provider ids. |
-| vat_rate | `EOS_ELECPRICE__VAT_RATE` | `float | None` | `rw` | `1.19` | VAT rate factor applied to electricity price when charges are used. |
+| vat_rate | `EOS_ELECPRICE__VAT_RATE` | `Optional[float]` | `rw` | `1.19` | VAT rate factor applied to electricity price when charges are used. |
 :::
 <!-- pyml enable line-length -->

@@ -105,8 +105,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| import_file_path | `str | pathlib.Path | None` | `rw` | `None` | Path to the file to import elecprice data from. |
-| import_json | `str | None` | `rw` | `None` | JSON string, dictionary of electricity price forecast value lists. |
+| import_file_path | `Union[str, pathlib.Path, NoneType]` | `rw` | `None` | Path to the file to import elecprice data from. |
+| import_json | `Optional[str]` | `rw` | `None` | JSON string, dictionary of electricity price forecast value lists. |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configems.md
+++ b/docs/_generated/configems.md
@@ -8,7 +8,7 @@
 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
 | interval | `EOS_EMS__INTERVAL` | `float` | `rw` | `300.0` | Intervall between EOS energy management runs [seconds]. |
-| mode | `EOS_EMS__MODE` | `akkudoktoreos.core.emsettings.EnergyManagementMode | None` | `rw` | `None` | Energy management mode [OPTIMIZATION | PREDICTION]. |
+| mode | `EOS_EMS__MODE` | `Optional[akkudoktoreos.core.emsettings.EnergyManagementMode]` | `rw` | `None` | Energy management mode [OPTIMIZATION | PREDICTION]. |
 | startup_delay | `EOS_EMS__STARTUP_DELAY` | `float` | `rw` | `5` | Startup delay in seconds for EOS energy management runs. |
 :::
 <!-- pyml enable line-length -->
--- a/docs/_generated/configexample.md
+++ b/docs/_generated/configexample.md
@@ -120,7 +120,7 @@
           }
       },
       "general": {
-           "version": "0.2.0.dev2602272006923535",
+           "version": "0.2.0.dev2602280860196123",
           "data_folder_path": "/home/user/.local/share/net.akkudoktoreos.net",
           "data_output_subpath": "output",
           "latitude": 52.52,
@@ -236,7 +236,8 @@
           "verbose": false,
           "startup_eosdash": true,
           "eosdash_host": "127.0.0.1",
-           "eosdash_port": 8504
+           "eosdash_port": 8504,
+           "eosdash_supervise_interval_sec": 10
       },
       "utils": {},
       "weather": {
--- a/docs/_generated/configfeedintariff.md
+++ b/docs/_generated/configfeedintariff.md
@@ -7,7 +7,7 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| provider | `EOS_FEEDINTARIFF__PROVIDER` | `str | None` | `rw` | `None` | Feed in tariff provider id of provider to be used. |
+| provider | `EOS_FEEDINTARIFF__PROVIDER` | `Optional[str]` | `rw` | `None` | Feed in tariff provider id of provider to be used. |
 | provider_settings | `EOS_FEEDINTARIFF__PROVIDER_SETTINGS` | `FeedInTariffCommonProviderSettings` | `rw` | `required` | Provider settings |
 | providers | | `list[str]` | `ro` | `N/A` | Available feed in tariff provider ids. |
 :::
@@ -62,8 +62,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| import_file_path | `str | pathlib.Path | None` | `rw` | `None` | Path to the file to import feed in tariff data from. |
-| import_json | `str | None` | `rw` | `None` | JSON string, dictionary of feed in tariff forecast value lists. |
+| import_file_path | `Union[str, pathlib.Path, NoneType]` | `rw` | `None` | Path to the file to import feed in tariff data from. |
+| import_json | `Optional[str]` | `rw` | `None` | JSON string, dictionary of feed in tariff forecast value lists. |
 :::
 <!-- pyml enable line-length -->

@@ -95,7 +95,7 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| feed_in_tariff_kwh | `float | None` | `rw` | `None` | Electricity price feed in tariff [€/kWH]. |
+| feed_in_tariff_kwh | `Optional[float]` | `rw` | `None` | Electricity price feed in tariff [€/kWH]. |
 :::
 <!-- pyml enable line-length -->

@@ -126,8 +126,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| FeedInTariffFixed | `akkudoktoreos.prediction.feedintarifffixed.FeedInTariffFixedCommonSettings | None` | `rw` | `None` | FeedInTariffFixed settings |
-| FeedInTariffImport | `akkudoktoreos.prediction.feedintariffimport.FeedInTariffImportCommonSettings | None` | `rw` | `None` | FeedInTariffImport settings |
+| FeedInTariffFixed | `Optional[akkudoktoreos.prediction.feedintarifffixed.FeedInTariffFixedCommonSettings]` | `rw` | `None` | FeedInTariffFixed settings |
+| FeedInTariffImport | `Optional[akkudoktoreos.prediction.feedintariffimport.FeedInTariffImportCommonSettings]` | `rw` | `None` | FeedInTariffImport settings |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configgeneral.md
+++ b/docs/_generated/configgeneral.md
@@ -7,16 +7,16 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| config_file_path | | `pathlib.Path | None` | `ro` | `N/A` | Path to EOS configuration file. |
-| config_folder_path | | `pathlib.Path | None` | `ro` | `N/A` | Path to EOS configuration directory. |
+| config_file_path | | `Optional[pathlib.Path]` | `ro` | `N/A` | Path to EOS configuration file. |
+| config_folder_path | | `Optional[pathlib.Path]` | `ro` | `N/A` | Path to EOS configuration directory. |
 | data_folder_path | `EOS_GENERAL__DATA_FOLDER_PATH` | `Path` | `rw` | `required` | Path to EOS data folder. |
-| data_output_path | | `pathlib.Path | None` | `ro` | `N/A` | Computed data_output_path based on data_folder_path. |
-| data_output_subpath | `EOS_GENERAL__DATA_OUTPUT_SUBPATH` | `pathlib.Path | None` | `rw` | `output` | Sub-path for the EOS output data folder. |
+| data_output_path | | `Optional[pathlib.Path]` | `ro` | `N/A` | Computed data_output_path based on data_folder_path. |
+| data_output_subpath | `EOS_GENERAL__DATA_OUTPUT_SUBPATH` | `Optional[pathlib.Path]` | `rw` | `output` | Sub-path for the EOS output data folder. |
 | home_assistant_addon | `EOS_GENERAL__HOME_ASSISTANT_ADDON` | `bool` | `rw` | `required` | EOS is running as home assistant add-on. |
-| latitude | `EOS_GENERAL__LATITUDE` | `float | None` | `rw` | `52.52` | Latitude in decimal degrees between -90 and 90. North is positive (ISO 19115) (°) |
-| longitude | `EOS_GENERAL__LONGITUDE` | `float | None` | `rw` | `13.405` | Longitude in decimal degrees within -180 to 180 (°) |
-| timezone | | `str | None` | `ro` | `N/A` | Computed timezone based on latitude and longitude. |
-| version | `EOS_GENERAL__VERSION` | `str` | `rw` | `0.2.0.dev2602272006923535` | Configuration file version. Used to check compatibility. |
+| latitude | `EOS_GENERAL__LATITUDE` | `Optional[float]` | `rw` | `52.52` | Latitude in decimal degrees between -90 and 90. North is positive (ISO 19115) (°) |
+| longitude | `EOS_GENERAL__LONGITUDE` | `Optional[float]` | `rw` | `13.405` | Longitude in decimal degrees within -180 to 180 (°) |
+| timezone | | `Optional[str]` | `ro` | `N/A` | Computed timezone based on latitude and longitude. |
+| version | `EOS_GENERAL__VERSION` | `str` | `rw` | `0.2.0.dev2602280860196123` | Configuration file version. Used to check compatibility. |
 :::
 <!-- pyml enable line-length -->

@@ -28,7 +28,7 @@
 ```json
   {
       "general": {
-           "version": "0.2.0.dev2602272006923535",
+           "version": "0.2.0.dev2602280860196123",
           "data_folder_path": "/home/user/.local/share/net.akkudoktoreos.net",
           "data_output_subpath": "output",
           "latitude": 52.52,
@@ -46,7 +46,7 @@
 ```json
   {
       "general": {
-           "version": "0.2.0.dev2602272006923535",
+           "version": "0.2.0.dev2602280860196123",
           "data_folder_path": "/home/user/.local/share/net.akkudoktoreos.net",
           "data_output_subpath": "output",
           "latitude": 52.52,
--- a/docs/_generated/configload.md
+++ b/docs/_generated/configload.md
@@ -10,7 +10,7 @@
 | loadakkudoktor | `EOS_LOAD__LOADAKKUDOKTOR` | `LoadAkkudoktorCommonSettings` | `rw` | `required` | LoadAkkudoktor provider settings. |
 | loadimport | `EOS_LOAD__LOADIMPORT` | `LoadImportCommonSettings` | `rw` | `required` | LoadImport provider settings. |
 | loadvrm | `EOS_LOAD__LOADVRM` | `LoadVrmCommonSettings` | `rw` | `required` | LoadVrm provider settings. |
-| provider | `EOS_LOAD__PROVIDER` | `str | None` | `rw` | `None` | Load provider id of provider to be used. |
+| provider | `EOS_LOAD__PROVIDER` | `Optional[str]` | `rw` | `None` | Load provider id of provider to be used. |
 | providers | | `list[str]` | `ro` | `N/A` | Available load provider ids. |
 :::
 <!-- pyml enable line-length -->
@@ -111,8 +111,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| import_file_path | `str | pathlib.Path | None` | `rw` | `None` | Path to the file to import load data from. |
-| import_json | `str | None` | `rw` | `None` | JSON string, dictionary of load forecast value lists. |
+| import_file_path | `Union[str, pathlib.Path, NoneType]` | `rw` | `None` | Path to the file to import load data from. |
+| import_json | `Optional[str]` | `rw` | `None` | JSON string, dictionary of load forecast value lists. |
 :::
 <!-- pyml enable line-length -->

@@ -142,7 +142,7 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| loadakkudoktor_year_energy_kwh | `float | None` | `rw` | `None` | Yearly energy consumption (kWh). |
+| loadakkudoktor_year_energy_kwh | `Optional[float]` | `rw` | `None` | Yearly energy consumption (kWh). |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configlogging.md
+++ b/docs/_generated/configlogging.md
@@ -7,9 +7,9 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| console_level | `EOS_LOGGING__CONSOLE_LEVEL` | `str | None` | `rw` | `None` | Logging level when logging to console. |
-| file_level | `EOS_LOGGING__FILE_LEVEL` | `str | None` | `rw` | `None` | Logging level when logging to file. |
-| file_path | | `pathlib.Path | None` | `ro` | `N/A` | Computed log file path based on data output path. |
+| console_level | `EOS_LOGGING__CONSOLE_LEVEL` | `Optional[str]` | `rw` | `None` | Logging level when logging to console. |
+| file_level | `EOS_LOGGING__FILE_LEVEL` | `Optional[str]` | `rw` | `None` | Logging level when logging to file. |
+| file_path | | `Optional[pathlib.Path]` | `ro` | `N/A` | Computed log file path based on data output path. |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configmeasurement.md
+++ b/docs/_generated/configmeasurement.md
@@ -7,12 +7,12 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| grid_export_emr_keys | `EOS_MEASUREMENT__GRID_EXPORT_EMR_KEYS` | `list[str] | None` | `rw` | `None` | The keys of the measurements that are energy meter readings of energy export to grid [kWh]. |
-| grid_import_emr_keys | `EOS_MEASUREMENT__GRID_IMPORT_EMR_KEYS` | `list[str] | None` | `rw` | `None` | The keys of the measurements that are energy meter readings of energy import from grid [kWh]. |
-| historic_hours | `EOS_MEASUREMENT__HISTORIC_HOURS` | `int | None` | `rw` | `17520` | Number of hours into the past for measurement data |
+| grid_export_emr_keys | `EOS_MEASUREMENT__GRID_EXPORT_EMR_KEYS` | `Optional[list[str]]` | `rw` | `None` | The keys of the measurements that are energy meter readings of energy export to grid [kWh]. |
+| grid_import_emr_keys | `EOS_MEASUREMENT__GRID_IMPORT_EMR_KEYS` | `Optional[list[str]]` | `rw` | `None` | The keys of the measurements that are energy meter readings of energy import from grid [kWh]. |
+| historic_hours | `EOS_MEASUREMENT__HISTORIC_HOURS` | `Optional[int]` | `rw` | `17520` | Number of hours into the past for measurement data |
 | keys | | `list[str]` | `ro` | `N/A` | The keys of the measurements that can be stored. |
-| load_emr_keys | `EOS_MEASUREMENT__LOAD_EMR_KEYS` | `list[str] | None` | `rw` | `None` | The keys of the measurements that are energy meter readings of a load [kWh]. |
-| pv_production_emr_keys | `EOS_MEASUREMENT__PV_PRODUCTION_EMR_KEYS` | `list[str] | None` | `rw` | `None` | The keys of the measurements that are PV production energy meter readings [kWh]. |
+| load_emr_keys | `EOS_MEASUREMENT__LOAD_EMR_KEYS` | `Optional[list[str]]` | `rw` | `None` | The keys of the measurements that are energy meter readings of a load [kWh]. |
+| pv_production_emr_keys | `EOS_MEASUREMENT__PV_PRODUCTION_EMR_KEYS` | `Optional[list[str]]` | `rw` | `None` | The keys of the measurements that are PV production energy meter readings [kWh]. |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configoptimization.md
+++ b/docs/_generated/configoptimization.md
@@ -7,10 +7,10 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| algorithm | `EOS_OPTIMIZATION__ALGORITHM` | `str | None` | `rw` | `GENETIC` | The optimization algorithm. |
-| genetic | `EOS_OPTIMIZATION__GENETIC` | `akkudoktoreos.optimization.optimization.GeneticCommonSettings | None` | `rw` | `None` | Genetic optimization algorithm configuration. |
-| horizon_hours | `EOS_OPTIMIZATION__HORIZON_HOURS` | `int | None` | `rw` | `24` | The general time window within which the energy optimization goal shall be achieved [h]. Defaults to 24 hours. |
-| interval | `EOS_OPTIMIZATION__INTERVAL` | `int | None` | `rw` | `3600` | The optimization interval [sec]. |
+| algorithm | `EOS_OPTIMIZATION__ALGORITHM` | `Optional[str]` | `rw` | `GENETIC` | The optimization algorithm. |
+| genetic | `EOS_OPTIMIZATION__GENETIC` | `Optional[akkudoktoreos.optimization.optimization.GeneticCommonSettings]` | `rw` | `None` | Genetic optimization algorithm configuration. |
+| horizon_hours | `EOS_OPTIMIZATION__HORIZON_HOURS` | `Optional[int]` | `rw` | `24` | The general time window within which the energy optimization goal shall be achieved [h]. Defaults to 24 hours. |
+| interval | `EOS_OPTIMIZATION__INTERVAL` | `Optional[int]` | `rw` | `3600` | The optimization interval [sec]. |
 | keys | | `list[str]` | `ro` | `N/A` | The keys of the solution. |
 :::
 <!-- pyml enable line-length -->
@@ -73,10 +73,10 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| generations | `int | None` | `rw` | `400` | Number of generations to evaluate the optimal solution [>= 10]. Defaults to 400. |
-| individuals | `int | None` | `rw` | `300` | Number of individuals (solutions) to generate for the (initial) generation [>= 10]. Defaults to 300. |
-| penalties | `dict[str, float | int | str] | None` | `rw` | `None` | A dictionary of penalty function parameters consisting of a penalty function parameter name and the associated value. |
-| seed | `int | None` | `rw` | `None` | Fixed seed for genetic algorithm. Defaults to 'None' which means random seed. |
+| generations | `Optional[int]` | `rw` | `400` | Number of generations to evaluate the optimal solution [>= 10]. Defaults to 400. |
+| individuals | `Optional[int]` | `rw` | `300` | Number of individuals (solutions) to generate for the (initial) generation [>= 10]. Defaults to 300. |
+| penalties | `Optional[dict[str, Union[float, int, str]]]` | `rw` | `None` | A dictionary of penalty function parameters consisting of a penalty function parameter name and the associated value. |
+| seed | `Optional[int]` | `rw` | `None` | Fixed seed for genetic algorithm. Defaults to 'None' which means random seed. |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configprediction.md
+++ b/docs/_generated/configprediction.md
@@ -7,8 +7,8 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| historic_hours | `EOS_PREDICTION__HISTORIC_HOURS` | `int | None` | `rw` | `48` | Number of hours into the past for historical predictions data |
-| hours | `EOS_PREDICTION__HOURS` | `int | None` | `rw` | `48` | Number of hours into the future for predictions |
+| historic_hours | `EOS_PREDICTION__HISTORIC_HOURS` | `Optional[int]` | `rw` | `48` | Number of hours into the past for historical predictions data |
+| hours | `EOS_PREDICTION__HOURS` | `Optional[int]` | `rw` | `48` | Number of hours into the future for predictions |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configpvforecast.md
+++ b/docs/_generated/configpvforecast.md
@@ -7,14 +7,14 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| max_planes | `EOS_PVFORECAST__MAX_PLANES` | `int | None` | `rw` | `0` | Maximum number of planes that can be set |
-| planes | `EOS_PVFORECAST__PLANES` | `list[akkudoktoreos.prediction.pvforecast.PVForecastPlaneSetting] | None` | `rw` | `None` | Plane configuration. |
+| max_planes | `EOS_PVFORECAST__MAX_PLANES` | `Optional[int]` | `rw` | `0` | Maximum number of planes that can be set |
+| planes | `EOS_PVFORECAST__PLANES` | `Optional[list[akkudoktoreos.prediction.pvforecast.PVForecastPlaneSetting]]` | `rw` | `None` | Plane configuration. |
 | planes_azimuth | | `List[float]` | `ro` | `N/A` | Compute a list of the azimuths per active planes. |
 | planes_inverter_paco | | `Any` | `ro` | `N/A` | Compute a list of the maximum power rating of the inverter per active planes. |
 | planes_peakpower | | `List[float]` | `ro` | `N/A` | Compute a list of the peak power per active planes. |
 | planes_tilt | | `List[float]` | `ro` | `N/A` | Compute a list of the tilts per active planes. |
 | planes_userhorizon | | `Any` | `ro` | `N/A` | Compute a list of the user horizon per active planes. |
-| provider | `EOS_PVFORECAST__PROVIDER` | `str | None` | `rw` | `None` | PVForecast provider id of provider to be used. |
+| provider | `EOS_PVFORECAST__PROVIDER` | `Optional[str]` | `rw` | `None` | PVForecast provider id of provider to be used. |
 | provider_settings | `EOS_PVFORECAST__PROVIDER_SETTINGS` | `PVForecastCommonProviderSettings` | `rw` | `required` | Provider settings |
 | providers | | `list[str]` | `ro` | `N/A` | Available PVForecast provider ids. |
 :::
@@ -225,8 +225,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| import_file_path | `str | pathlib.Path | None` | `rw` | `None` | Path to the file to import PV forecast data from. |
-| import_json | `str | None` | `rw` | `None` | JSON string, dictionary of PV forecast value lists. |
+| import_file_path | `Union[str, pathlib.Path, NoneType]` | `rw` | `None` | Path to the file to import PV forecast data from. |
+| import_json | `Optional[str]` | `rw` | `None` | JSON string, dictionary of PV forecast value lists. |
 :::
 <!-- pyml enable line-length -->

@@ -258,8 +258,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| PVForecastImport | `akkudoktoreos.prediction.pvforecastimport.PVForecastImportCommonSettings | None` | `rw` | `None` | PVForecastImport settings |
-| PVForecastVrm | `akkudoktoreos.prediction.pvforecastvrm.PVForecastVrmCommonSettings | None` | `rw` | `None` | PVForecastVrm settings |
+| PVForecastImport | `Optional[akkudoktoreos.prediction.pvforecastimport.PVForecastImportCommonSettings]` | `rw` | `None` | PVForecastImport settings |
+| PVForecastVrm | `Optional[akkudoktoreos.prediction.pvforecastvrm.PVForecastVrmCommonSettings]` | `rw` | `None` | PVForecastVrm settings |
 :::
 <!-- pyml enable line-length -->

@@ -289,22 +289,22 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| albedo | `float | None` | `rw` | `None` | Proportion of the light hitting the ground that it reflects back. |
-| inverter_model | `str | None` | `rw` | `None` | Model of the inverter of this plane. |
-| inverter_paco | `int | None` | `rw` | `None` | AC power rating of the inverter [W]. |
-| loss | `float | None` | `rw` | `14.0` | Sum of PV system losses in percent |
-| module_model | `str | None` | `rw` | `None` | Model of the PV modules of this plane. |
-| modules_per_string | `int | None` | `rw` | `None` | Number of the PV modules of the strings of this plane. |
-| mountingplace | `str | None` | `rw` | `free` | Type of mounting for PV system. Options are 'free' for free-standing and 'building' for building-integrated. |
-| optimal_surface_tilt | `bool | None` | `rw` | `False` | Calculate the optimum tilt angle. Ignored for two-axis tracking. |
-| optimalangles | `bool | None` | `rw` | `False` | Calculate the optimum tilt and azimuth angles. Ignored for two-axis tracking. |
-| peakpower | `float | None` | `rw` | `None` | Nominal power of PV system in kW. |
-| pvtechchoice | `str | None` | `rw` | `crystSi` | PV technology. One of 'crystSi', 'CIS', 'CdTe', 'Unknown'. |
-| strings_per_inverter | `int | None` | `rw` | `None` | Number of the strings of the inverter of this plane. |
-| surface_azimuth | `float | None` | `rw` | `180.0` | Orientation (azimuth angle) of the (fixed) plane. Clockwise from north (north=0, east=90, south=180, west=270). |
-| surface_tilt | `float | None` | `rw` | `30.0` | Tilt angle from horizontal plane. Ignored for two-axis tracking. |
-| trackingtype | `int | None` | `rw` | `None` | Type of suntracking. 0=fixed, 1=single horizontal axis aligned north-south, 2=two-axis tracking, 3=vertical axis tracking, 4=single horizontal axis aligned east-west, 5=single inclined axis aligned north-south. |
-| userhorizon | `List[float] | None` | `rw` | `None` | Elevation of horizon in degrees, at equally spaced azimuth clockwise from north. |
+| albedo | `Optional[float]` | `rw` | `None` | Proportion of the light hitting the ground that it reflects back. |
+| inverter_model | `Optional[str]` | `rw` | `None` | Model of the inverter of this plane. |
+| inverter_paco | `Optional[int]` | `rw` | `None` | AC power rating of the inverter [W]. |
+| loss | `Optional[float]` | `rw` | `14.0` | Sum of PV system losses in percent |
+| module_model | `Optional[str]` | `rw` | `None` | Model of the PV modules of this plane. |
+| modules_per_string | `Optional[int]` | `rw` | `None` | Number of the PV modules of the strings of this plane. |
+| mountingplace | `Optional[str]` | `rw` | `free` | Type of mounting for PV system. Options are 'free' for free-standing and 'building' for building-integrated. |
+| optimal_surface_tilt | `Optional[bool]` | `rw` | `False` | Calculate the optimum tilt angle. Ignored for two-axis tracking. |
+| optimalangles | `Optional[bool]` | `rw` | `False` | Calculate the optimum tilt and azimuth angles. Ignored for two-axis tracking. |
+| peakpower | `Optional[float]` | `rw` | `None` | Nominal power of PV system in kW. |
+| pvtechchoice | `Optional[str]` | `rw` | `crystSi` | PV technology. One of 'crystSi', 'CIS', 'CdTe', 'Unknown'. |
+| strings_per_inverter | `Optional[int]` | `rw` | `None` | Number of the strings of the inverter of this plane. |
+| surface_azimuth | `Optional[float]` | `rw` | `180.0` | Orientation (azimuth angle) of the (fixed) plane. Clockwise from north (north=0, east=90, south=180, west=270). |
+| surface_tilt | `Optional[float]` | `rw` | `30.0` | Tilt angle from horizontal plane. Ignored for two-axis tracking. |
+| trackingtype | `Optional[int]` | `rw` | `None` | Type of suntracking. 0=fixed, 1=single horizontal axis aligned north-south, 2=two-axis tracking, 3=vertical axis tracking, 4=single horizontal axis aligned east-west, 5=single inclined axis aligned north-south. |
+| userhorizon | `Optional[List[float]]` | `rw` | `None` | Elevation of horizon in degrees, at equally spaced azimuth clockwise from north. |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/configserver.md
+++ b/docs/_generated/configserver.md
@@ -7,12 +7,13 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| eosdash_host | `EOS_SERVER__EOSDASH_HOST` | `str | None` | `rw` | `None` | EOSdash server IP address. Defaults to EOS server IP address. |
-| eosdash_port | `EOS_SERVER__EOSDASH_PORT` | `int | None` | `rw` | `None` | EOSdash server IP port number. Defaults to EOS server IP port number + 1. |
-| host | `EOS_SERVER__HOST` | `str | None` | `rw` | `127.0.0.1` | EOS server IP address. Defaults to 127.0.0.1. |
-| port | `EOS_SERVER__PORT` | `int | None` | `rw` | `8503` | EOS server IP port number. Defaults to 8503. |
-| startup_eosdash | `EOS_SERVER__STARTUP_EOSDASH` | `bool | None` | `rw` | `True` | EOS server to start EOSdash server. Defaults to True. |
-| verbose | `EOS_SERVER__VERBOSE` | `bool | None` | `rw` | `False` | Enable debug output |
+| eosdash_host | `EOS_SERVER__EOSDASH_HOST` | `Optional[str]` | `rw` | `None` | EOSdash server IP address. Defaults to EOS server IP address. |
+| eosdash_port | `EOS_SERVER__EOSDASH_PORT` | `Optional[int]` | `rw` | `None` | EOSdash server IP port number. Defaults to EOS server IP port number + 1. |
+| eosdash_supervise_interval_sec | `EOS_SERVER__EOSDASH_SUPERVISE_INTERVAL_SEC` | `int` | `rw` | `10` | Supervision interval for EOS server to supervise EOSdash [seconds]. |
+| host | `EOS_SERVER__HOST` | `Optional[str]` | `rw` | `127.0.0.1` | EOS server IP address. Defaults to 127.0.0.1. |
+| port | `EOS_SERVER__PORT` | `Optional[int]` | `rw` | `8503` | EOS server IP port number. Defaults to 8503. |
+| startup_eosdash | `EOS_SERVER__STARTUP_EOSDASH` | `Optional[bool]` | `rw` | `True` | EOS server to start EOSdash server. Defaults to True. |
+| verbose | `EOS_SERVER__VERBOSE` | `Optional[bool]` | `rw` | `False` | Enable debug output |
 :::
 <!-- pyml enable line-length -->

@@ -29,7 +30,8 @@
           "verbose": false,
           "startup_eosdash": true,
           "eosdash_host": "127.0.0.1",
-           "eosdash_port": 8504
+           "eosdash_port": 8504,
+           "eosdash_supervise_interval_sec": 10
       }
   }
 ```
--- a/docs/_generated/configweather.md
+++ b/docs/_generated/configweather.md
@@ -7,7 +7,7 @@

 | Name | Environment Variable | Type | Read-Only | Default | Description |
 | ---- | -------------------- | ---- | --------- | ------- | ----------- |
-| provider | `EOS_WEATHER__PROVIDER` | `str | None` | `rw` | `None` | Weather provider id of provider to be used. |
+| provider | `EOS_WEATHER__PROVIDER` | `Optional[str]` | `rw` | `None` | Weather provider id of provider to be used. |
 | provider_settings | `EOS_WEATHER__PROVIDER_SETTINGS` | `WeatherCommonProviderSettings` | `rw` | `required` | Provider settings |
 | providers | | `list[str]` | `ro` | `N/A` | Available weather provider ids. |
 :::
@@ -61,8 +61,8 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| import_file_path | `str | pathlib.Path | None` | `rw` | `None` | Path to the file to import weather data from. |
-| import_json | `str | None` | `rw` | `None` | JSON string, dictionary of weather forecast value lists. |
+| import_file_path | `Union[str, pathlib.Path, NoneType]` | `rw` | `None` | Path to the file to import weather data from. |
+| import_json | `Optional[str]` | `rw` | `None` | JSON string, dictionary of weather forecast value lists. |
 :::
 <!-- pyml enable line-length -->

@@ -94,7 +94,7 @@

 | Name | Type | Read-Only | Default | Description |
 | ---- | ---- | --------- | ------- | ----------- |
-| WeatherImport | `akkudoktoreos.prediction.weatherimport.WeatherImportCommonSettings | None` | `rw` | `None` | WeatherImport settings |
+| WeatherImport | `Optional[akkudoktoreos.prediction.weatherimport.WeatherImportCommonSettings]` | `rw` | `None` | WeatherImport settings |
 :::
 <!-- pyml enable line-length -->

--- a/docs/_generated/openapi.md
+++ b/docs/_generated/openapi.md
@@ -1,6 +1,6 @@
 # Akkudoktor-EOS

-**Version**: `v0.2.0.dev2602272006923535`
+**Version**: `v0.2.0.dev2602280860196123`

 <!-- pyml disable line-length -->
 **Description**: This project provides a comprehensive solution for simulating and optimizing an energy system based on renewable energy sources. With a focus on photovoltaic (PV) systems, battery storage (batteries), load management (consumer requirements), heat pumps, electric vehicles, and consideration of electricity price data, this system enables forecasting and optimization of energy flow and costs over a specified period.
--- a/openapi.json
+++ b/openapi.json
@@ -8,7 +8,7 @@
      "name": "Apache 2.0",
      "url": "https://www.apache.org/licenses/LICENSE-2.0.html"
    },
-    "version": "v0.2.0.dev2602250574650225"
+    "version": "v0.2.0.dev2602280860196123"
  },
  "paths": {
    "/v1/admin/cache/clear": {
@@ -4451,7 +4451,7 @@
            "type": "string",
            "title": "Version",
            "description": "Configuration file version. Used to check compatibility.",
-            "default": "0.2.0.dev2602250574650225"
+            "default": "0.2.0.dev2602280860196123"
          },
          "data_folder_path": {
            "type": "string",
@@ -4514,7 +4514,7 @@
            "type": "string",
            "title": "Version",
            "description": "Configuration file version. Used to check compatibility.",
-            "default": "0.2.0.dev2602250574650225"
+            "default": "0.2.0.dev2602280860196123"
          },
          "data_folder_path": {
            "type": "string",
@@ -8349,6 +8349,15 @@
            "examples": [
              8504
            ]
+          },
+          "eosdash_supervise_interval_sec": {
+            "type": "integer",
+            "title": "Eosdash Supervise Interval Sec",
+            "description": "Supervision interval for EOS server to supervise EOSdash [seconds].",
+            "default": 10,
+            "examples": [
+              10
+            ]
          }
        },
        "type": "object",
@@ -8875,6 +8884,13 @@
          "type": {
            "type": "string",
            "title": "Error Type"
+          },
+          "input": {
+            "title": "Input"
+          },
+          "ctx": {
+            "type": "object",
+            "title": "Context"
          }
        },
        "type": "object",
--- a/src/akkudoktoreos/server/eos.py
+++ b/src/akkudoktoreos/server/eos.py
@@ -59,7 +59,7 @@ from akkudoktoreos.prediction.loadakkudoktor import LoadAkkudoktorCommonSettings
 from akkudoktoreos.prediction.pvforecast import PVForecastCommonSettings
 from akkudoktoreos.server.rest.cli import cli_apply_args_to_config, cli_parse_args
 from akkudoktoreos.server.rest.error import create_error_page
-from akkudoktoreos.server.rest.starteosdash import run_eosdash_supervisor
+from akkudoktoreos.server.rest.starteosdash import supervise_eosdash
 from akkudoktoreos.server.retentionmanager import RetentionManager
 from akkudoktoreos.server.server import (
    drop_root_privileges,
@@ -138,18 +138,37 @@ async def server_shutdown_task() -> None:
    sys.exit(0)


+def config_eos_ready() -> bool:
+    """Check whether the EOS configuration system is ready.
+
+    This function can be used as an activation condition for the
+    RetentionManager to delay the start of its tick loop until the
+    configuration system is available.
+
+    Returns:
+        bool: ``True`` if the configuration system is ready (``get_config``
+            is not ``None``), ``False`` otherwise.
+    """
+    return get_config() is not None
+
+
@asynccontextmanager
 async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
    """Lifespan manager for the app."""
    # On startup
-    eosdash_supervisor_task = asyncio.create_task(run_eosdash_supervisor())
-
    load_eos_state()

-    config_eos = get_config()
-
    # Prepare the Manager and all task that are handled by the manager
-    manager = RetentionManager(config_getter=get_config().get_nested_value, shutdown_timeout=10)
+    manager = RetentionManager(
+        config_getter=get_config().get_nested_value,
+        shutdown_timeout=10,
+    )
+    manager.register(
+        name="supervise_eosdash",
+        func=supervise_eosdash,
+        interval_attr="server/eosdash_supervise_interval_sec",
+        fallback_interval=5.0,
+    )
    manager.register("cache_clear", cache_clear, interval_attr="cache/cleanup_interval")
    manager.register(
        "save_eos_database", save_eos_database, interval_attr="database/autosave_interval_sec"
@@ -160,7 +179,7 @@ async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
    manager.register("manage_energy", ems_manage_energy, interval_attr="ems/interval")

    # Start the manager an by this all EOS repeated tasks
-    retention_manager_task = asyncio.create_task(manager.run())
+    retention_manager_task = asyncio.create_task(manager.run(activation_condition=config_eos_ready))

    # Handover to application
    yield
@@ -168,8 +187,6 @@ async def lifespan(app: FastAPI) -> AsyncGenerator[None, None]:
    # waits for any in-flight job to finish cleanly
    retention_manager_task.cancel()
    await asyncio.gather(retention_manager_task, return_exceptions=True)
-    eosdash_supervisor_task.cancel()
-    await asyncio.gather(eosdash_supervisor_task, return_exceptions=True)

    # On shutdown
    save_eos_state()
@@ -1457,13 +1474,25 @@ def run_eos() -> None:
        port = 8503
    wait_for_port_free(port, timeout=120, waiting_app_name="EOS")

+    # Normalize log_level to uvicorn log level
+    VALID_UVICORN_LEVELS = {"critical", "error", "warning", "info", "debug", "trace"}
+    uv_log_level: Optional[str] = config_eos.logging.console_level
+    if uv_log_level is None:
+        uv_log_level = "critical"  # effectively disables logging
+    else:
+        uv_log_level = uv_log_level.lower()
+    if uv_log_level == "none":
+        uv_log_level = "critical"  # effectively disables logging
+    elif uv_log_level not in VALID_UVICORN_LEVELS:
+        uv_log_level = "info"  # fallback
+
    try:
        # Let uvicorn run the fastAPI app
        uvicorn.run(
            "akkudoktoreos.server.eos:app",
            host=str(config_eos.server.host),
            port=port,
-            log_level="info",  # Fix log level for uvicorn to info
+            log_level=uv_log_level,
            access_log=True,  # Fix server access logging to True
            reload=reload,
            proxy_headers=True,
--- a/src/akkudoktoreos/server/eosdash.py
+++ b/src/akkudoktoreos/server/eosdash.py
@@ -119,7 +119,7 @@ config_eos.reset_settings()
 # Remember parameters in config
 config_eosdash = {}

-# Setup EOS logging level - first to have the other logging messages logged
+# Setup EOSdash logging level - first to have the other logging messages logged
 # - log level
 if args and args.log_level is not None:
    config_eosdash["log_level"] = args.log_level.upper()
@@ -477,12 +477,20 @@ def run_eosdash() -> None:
    # Wait for EOSdash port to be free - e.g. in case of restart
    wait_for_port_free(config_eosdash["eosdash_port"], timeout=120, waiting_app_name="EOSdash")

+    # Normalize log_level to uvicorn log level
+    VALID_UVICORN_LEVELS = {"critical", "error", "warning", "info", "debug", "trace"}
+    uv_log_level = config_eosdash["log_level"].lower()
+    if uv_log_level == "none":
+        uv_log_level = "critical"  # effectively disables logging
+    elif uv_log_level not in VALID_UVICORN_LEVELS:
+        uv_log_level = "info"  # fallback
+
    try:
        uvicorn.run(
            "akkudoktoreos.server.eosdash:app",
            host=config_eosdash["eosdash_host"],
            port=config_eosdash["eosdash_port"],
-            log_level=config_eosdash["log_level"].lower(),
+            log_level=uv_log_level,
            access_log=config_eosdash["access_log"],
            reload=config_eosdash["reload"],
            proxy_headers=True,
--- a/src/akkudoktoreos/server/rest/starteosdash.py
+++ b/src/akkudoktoreos/server/rest/starteosdash.py
@@ -4,7 +4,7 @@ import re
 import sys
 import time
 from pathlib import Path
-from typing import Any, MutableMapping
+from typing import Any, MutableMapping, Optional

 from loguru import logger

@@ -44,6 +44,8 @@ EOSDASH_DROP_WARNING_INTERVAL = 5.0  # seconds
 # The queue to handle dropping of EOSdash logs on overload
 eosdash_log_queue: asyncio.Queue | None = None
 eosdash_last_drop_warning: float = 0.0
+eosdash_proc: Optional[asyncio.subprocess.Process] = None
+eosdash_path = Path(__file__).parent.resolve().joinpath("eosdash.py")


 async def _eosdash_log_worker() -> None:
@@ -55,15 +57,34 @@ async def _eosdash_log_worker() -> None:

    while True:
        item = await eosdash_log_queue.get()
-        if item is None:
-            break  # shutdown signal

-        log_fn, args = item
+        if item is None:
+            return  # clean shutdown
+
+        # Process current
        try:
+            log_fn, args = item
            log_fn(*args)
        except Exception:
            logger.exception("Error while emitting EOSdash log")

+        # Drain burst, avoid repetitive yield overhead by get()
+        for _ in range(100):
+            try:
+                item = eosdash_log_queue.get_nowait()
+            except asyncio.QueueEmpty:
+                break
+
+            if item is None:
+                return  # clean shutdown
+
+            try:
+                log_fn, args = item
+                log_fn(*args)
+            except Exception:
+                logger.exception("Error while emitting EOSdash log")
+                break
+

 def _emit_drop_warning() -> None:
    global eosdash_last_drop_warning
@@ -275,152 +296,107 @@ async def forward_stream(stream: asyncio.StreamReader, prefix: str = "") -> None
                    _emit_drop_warning()


-# Path to eosdash
-eosdash_path = Path(__file__).parent.resolve().joinpath("eosdash.py")
+async def supervise_eosdash() -> None:
+    """Supervise EOSdash.

+    Tracks internal EOSdash state and ensures only one instance is started.
+    On each tick, the task checks if EOSdash should be started, monitored, or restarted.

-async def run_eosdash_supervisor() -> None:
-    """Starts EOSdash, pipes its logs, restarts it if it crashes.
-
-    Runs forever.
+    Safe to run repeatedly under RetentionManager.
    """
-    global eosdash_log_queue, eosdash_path
+    global eosdash_proc, eosdash_log_queue, eosdash_path

    config_eos = get_config()

-    while True:
-        await asyncio.sleep(5)
+    # Skip if EOSdash not configured to start
+    if not getattr(config_eos.server, "startup_eosdash", False):
+        return

-        if not config_eos.server.startup_eosdash:
-            continue
+    host = config_eos.server.eosdash_host
+    port = config_eos.server.eosdash_port
+    eos_host = config_eos.server.host
+    eos_port = config_eos.server.port

-        if (
-            config_eos.server.eosdash_host is None
-            or config_eos.server.eosdash_port is None
-            or config_eos.server.host is None
-            or config_eos.server.port is None
-        ):
-            error_msg = (
-                f"Invalid configuration for EOSdash server startup.\n"
-                f"- server/eosdash_host: {config_eos.server.eosdash_host}\n"
-                f"- server/eosdash_port: {config_eos.server.eosdash_port}\n"
-                f"- server/host: {config_eos.server.host}\n"
-                f"- server/port: {config_eos.server.port}"
-            )
-            logger.error(error_msg)
-            continue
+    if host is None or port is None or eos_host is None or eos_port is None:
+        logger.error("EOSdash supervisor skipped: invalid configuration")
+        return

-        # Get all the parameters
-        host = str(config_eos.server.eosdash_host)
-        port = config_eos.server.eosdash_port
-        eos_host = str(config_eos.server.host)
-        eos_port = config_eos.server.port
-        access_log = True
-        reload = False
-        log_level = config_eos.logging.console_level if config_eos.logging.console_level else "info"
+    # Check host validity
+    try:
+        validate_ip_or_hostname(host)
+        validate_ip_or_hostname(eos_host)
+    except Exception as ex:
+        logger.error(f"EOSdash supervisor: invalid host configuration: {ex}")
+        return

-        try:
-            validate_ip_or_hostname(host)
-            validate_ip_or_hostname(eos_host)
-        except Exception as ex:
-            error_msg = f"Could not start EOSdash: {ex}"
-            logger.error(error_msg)
-            continue
-
-        if eos_host != host:
-            # EOSdash runs on a different server - we can not start.
-            error_msg = (
-                f"EOSdash server startup not possible on different hosts.\n"
-                f"- server/eosdash_host: {config_eos.server.eosdash_host}\n"
-                f"- server/host: {config_eos.server.host}"
-            )
-            logger.error(error_msg)
-            continue
-
-        # Do a one time check for port free to generate warnings if not so
-        wait_for_port_free(port, timeout=0, waiting_app_name="EOSdash")
-
-        cmd = [
-            sys.executable,
-            "-m",
-            "akkudoktoreos.server.eosdash",
-            "--host",
-            str(host),
-            "--port",
-            str(port),
-            "--eos-host",
-            str(eos_host),
-            "--eos-port",
-            str(eos_port),
-            "--log_level",
-            log_level,
-            "--access_log",
-            str(access_log),
-            "--reload",
-            str(reload),
-        ]
-        # Set environment before any subprocess run, to keep custom config dir
-        eos_dir = str(config_eos.package_root_path)
-        eos_data_dir = str(config_eos.general.data_folder_path)
-        eos_config_dir = str(config_eos.general.config_folder_path)
-        env = os.environ.copy()
-        env["EOS_DIR"] = eos_dir
-        env["EOS_DATA_DIR"] = eos_data_dir
-        env["EOS_CONFIG_DIR"] = eos_config_dir
-
-        logger.info("Starting EOSdash subprocess...")
-
-        # Start EOSdash server
-        try:
-            proc = await asyncio.create_subprocess_exec(
-                *cmd, env=env, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE
-            )
-        except FileNotFoundError:
-            logger.error(
-                "Failed to start EOSdash: 'python' executable '{sys.executable}' not found."
-            )
-            continue
-        except PermissionError:
-            logger.error("Failed to start EOSdash: permission denied on 'eosdash.py'.")
-            continue
-        except asyncio.CancelledError:
-            logger.warning("EOSdash startup cancelled (shutdown?).")
+    # Only start EOSdash if not already running
+    if eosdash_proc is not None:
+        # Check if process is alive
+        if eosdash_proc.returncode is None:
+            # Still running — monitoring mode
            return
-        except Exception as e:
-            logger.exception(f"Unexpected error launching EOSdash: {e}")
-            continue
-
-        if eosdash_log_queue is None:
-            # Initialize EOSdash log queue + worker once
-            eosdash_log_queue = asyncio.Queue(maxsize=EOSDASH_LOG_QUEUE_SIZE)
-            asyncio.create_task(_eosdash_log_worker())
-
-        if proc.stdout is None:
-            logger.error("Failed to forward EOSdash output to EOS pipe.")
        else:
-            # Forward log
-            asyncio.create_task(forward_stream(proc.stdout, prefix="[EOSdash] "))
+            logger.warning("EOSdash subprocess exited — restarting...")
+            eosdash_proc = None

-        if proc.stderr is None:
-            logger.error("Failed to forward EOSdash error output to EOS pipe.")
-        else:
-            # Forward log
-            asyncio.create_task(forward_stream(proc.stderr, prefix="[EOSdash] "))
+    # Ensure port is free
+    wait_for_port_free(port, timeout=0, waiting_app_name="EOSdash")

-        # If we reach here, the subprocess started successfully
-        logger.info("EOSdash subprocess started successfully.")
+    cmd = [
+        sys.executable,
+        "-m",
+        "akkudoktoreos.server.eosdash",
+        "--host",
+        str(host),
+        "--port",
+        str(port),
+        "--eos-host",
+        str(eos_host),
+        "--eos-port",
+        str(eos_port),
+        "--log_level",
+        str(getattr(config_eos.logging, "console_level", "info")),
+        "--access_log",
+        "True",
+        "--reload",
+        "False",
+    ]

-        # Wait for exit
-        try:
-            exit_code = await proc.wait()
-            logger.error(f"EOSdash exited with code {exit_code}")
+    env = os.environ.copy()
+    env.update(
+        {
+            "EOS_DIR": str(config_eos.package_root_path),
+            "EOS_DATA_DIR": str(config_eos.general.data_folder_path),
+            "EOS_CONFIG_DIR": str(config_eos.general.config_folder_path),
+        }
+    )

-        except asyncio.CancelledError:
-            logger.warning("EOSdash wait cancelled (shutdown?).")
-            return
+    logger.info("Starting EOSdash subprocess...")

-        except Exception as e:
-            logger.exception(f"Error while waiting for EOSdash to terminate: {e}")
+    try:
+        eosdash_proc = await asyncio.create_subprocess_exec(
+            *cmd,
+            env=env,
+            stdout=asyncio.subprocess.PIPE,
+            stderr=asyncio.subprocess.PIPE,
+        )
+    except asyncio.CancelledError:
+        logger.warning("EOSdash supervisor cancelled before start")
+        return
+    except Exception as e:
+        logger.exception(f"Failed to start EOSdash subprocess: {e}")
+        eosdash_proc = None
+        return

-        # Restart after a delay
-        logger.info("Restarting EOSdash...")
+    # Initialize log queue once
+    if eosdash_log_queue is None:
+        eosdash_log_queue = asyncio.Queue(maxsize=EOSDASH_LOG_QUEUE_SIZE)
+        asyncio.create_task(_eosdash_log_worker())  # existing worker
+
+    # Forward stdout/stderr
+    if eosdash_proc.stdout:
+        asyncio.create_task(forward_stream(eosdash_proc.stdout, prefix="[EOSdash] "))
+    if eosdash_proc.stderr:
+        asyncio.create_task(forward_stream(eosdash_proc.stderr, prefix="[EOSdash] "))
+
+    logger.info("EOSdash subprocess started successfully.")
--- a/src/akkudoktoreos/server/retentionmanager.py
+++ b/src/akkudoktoreos/server/retentionmanager.py
@@ -250,34 +250,121 @@ class RetentionManager:
    # Tick — called by the external heartbeat loop
    # ------------------------------------------------------------------

-    async def run(self, *, tick_interval: float = 5.0) -> None:
+    async def run(
+        self,
+        *,
+        tick_interval: float = 5.0,
+        activation_condition: Union[
+            Callable[[], bool],
+            Callable[[], Coroutine[Any, Any, bool]],
+            None,
+        ] = None,
+        activation_check_interval: float = 5.0,
+    ) -> None:
        """Run the RetentionManager tick loop indefinitely.

-        Calls `tick` every ``tick_interval`` seconds until the task is
-        cancelled (e.g. during application shutdown). On cancellation,
-        `shutdown` is awaited so any in-flight jobs can finish cleanly
-        before the loop exits.
+        Starts a periodic loop that calls `tick()` every ``tick_interval`` seconds
+        until the task is cancelled. If an ``activation_condition`` coroutine is
+        provided, the manager will first wait until that condition evaluates to
+        ``True`` before entering the tick loop. The condition is polled every
+        ``activation_check_interval`` seconds.
+
+        This allows the manager task to be created early in the application
+        lifecycle while deferring actual job execution until the surrounding
+        system is fully operational (e.g. database ready, caches warmed, leader
+        elected, etc.).
+
+        If the activation condition raises an exception, it is logged and treated
+        as not satisfied. The condition will be retried after the configured
+        check interval.
+
+        On cancellation (e.g. during application shutdown), the manager waits
+        for all in-flight jobs to complete by invoking `shutdown()` before
+        exiting.

        Args:
-            tick_interval: Seconds between ticks. Defaults to ``5.0``.
+            tick_interval: Number of seconds between successive calls to `tick()`.
+                Defaults to ``5.0``.
+            activation_condition: Optional callable returning ``bool``. The callable
+                may be synchronous or asynchronous. When provided, the manager
+                repeatedly evaluates this callable until it returns ``True`` before
+                starting the tick loop. Asynchronous callables are awaited.
+                Defaults to ``None``.
+            activation_check_interval: Number of seconds to wait between
+                successive evaluations of ``activation_condition``. Ignored if
+                no activation condition is provided. Defaults to ``5.0``.

-        Example::
+        Raises:
+            asyncio.CancelledError: Propagated when the task is cancelled after
+                performing graceful shutdown of running jobs.

-            @asynccontextmanager
-            async def lifespan(app: FastAPI):
-                task = asyncio.create_task(manager.run())
-                yield
-                task.cancel()
-                await asyncio.gather(task, return_exceptions=True)
+        Example:
+            Using FastAPI lifespan to delay job execution until the
+            application signals readiness:
+
+            >>> from contextlib import asynccontextmanager
+            >>> from fastapi import FastAPI
+            >>>
+            >>> app = FastAPI()
+            >>> manager = RetentionManager(config_getter)
+            >>>
+            >>> async def is_system_ready() -> bool:
+            ...     return getattr(app.state, "system_ready", False)
+            >>>
+            >>> @asynccontextmanager
+            ... async def lifespan(app: FastAPI):
+            ...     task = asyncio.create_task(
+            ...         manager.run(
+            ...             activation_condition=is_system_ready,
+            ...             activation_check_interval=5.0,
+            ...         )
+            ...     )
+            ...
+            ...     # Application startup phase
+            ...     app.state.system_ready = False
+            ...     yield  # Application is now running
+            ...
+            ...     # Signal readiness after external initialization
+            ...     app.state.system_ready = True
+            ...
+            ...     # Shutdown phase
+            ...     task.cancel()
+            ...     await asyncio.gather(task, return_exceptions=True)
+            ...
+            >>> app = FastAPI(lifespan=lifespan)
        """
+        if activation_condition is not None:
+            logger.info("RetentionManager: waiting for startup condition...")
+
+            while True:
+                try:
+                    if asyncio.iscoroutinefunction(activation_condition):
+                        ready = await activation_condition()
+                    else:
+                        ready = activation_condition()
+                except Exception as exc:
+                    logger.exception(
+                        "RetentionManager: startup condition raised exception: {}", exc
+                    )
+
+                if ready:
+                    break
+
+                await asyncio.sleep(activation_check_interval)
+
+            logger.info("RetentionManager: startup condition satisfied")
+
        logger.info("RetentionManager: tick loop started (interval={}s)", tick_interval)
+
        try:
            while True:
                try:
                    await self.tick()
-                except Exception as exc:  # noqa: BLE001
+                except Exception as exc:
                    logger.exception("RetentionManager: unhandled exception in tick: {}", exc)
+
                await asyncio.sleep(tick_interval)
+
        except asyncio.CancelledError:
            logger.info("RetentionManager: tick loop cancelled, shutting down...")
            await self.shutdown()
@@ -296,7 +383,6 @@ class RetentionManager:
        Jobs that are still running from a previous tick are skipped to prevent
        overlapping executions.
        """
-        logger.info("RetentionManager: tick")
        due = [job for job in self._jobs.values() if not job.is_running and job.is_due()]

        if not due:
--- a/src/akkudoktoreos/server/server.py
+++ b/src/akkudoktoreos/server/server.py
@@ -365,6 +365,15 @@ class ServerCommonSettings(SettingsBaseModel):
            ],
        },
    )
+    eosdash_supervise_interval_sec: int = Field(
+        default=10,
+        json_schema_extra={
+            "description": "Supervision interval for EOS server to supervise EOSdash [seconds].",
+            "examples": [
+                10,
+            ],
+        },
+    )

    @field_validator("host", "eosdash_host", mode="before")
    def validate_server_host(cls, value: Optional[str]) -> Optional[str]:
--- a/tests/test_server.py
+++ b/tests/test_server.py
@@ -131,7 +131,7 @@ class TestServerStartStop:
        monkeypatch.setenv("EOS_CONFIG_DIR", str(eos_dir))

        # Import with environment vars set to prevent creation of EOS.config.json in wrong dir.
-        from akkudoktoreos.server.rest.starteosdash import run_eosdash_supervisor
+        from akkudoktoreos.server.rest.starteosdash import supervise_eosdash

        config_eos.server.host = get_default_host()
        config_eos.server.port = 8503
@@ -153,11 +153,10 @@ class TestServerStartStop:
        # Port may be blocked
        assert wait_for_port_free(config_eos.server.eosdash_port, timeout=120, waiting_app_name="EOSdash")

+        """Start EOSdash."""
+        await supervise_eosdash()

-        """Start the EOSdash supervisor as a background task for testing."""
-        task = asyncio.create_task(run_eosdash_supervisor())
-
-        # give the supervisor some time to begin starting EOSdash
+        # give EOSdash some time to startup
        await asyncio.sleep(1)

        # ---------------------------------
@@ -178,14 +177,6 @@ class TestServerStartStop:

            await asyncio.sleep(3)

-        # Graceful shutdown of the background task
-        # Do it before any assert
-        task.cancel()
-        try:
-            await task
-        except asyncio.CancelledError:
-            pass
-
        assert startup, f"Connection to {eosdash_server}/eosdash/health failed: {error}"

        health = resp.json()
--- a/uv.lock
+++ b/uv.lock
@@ -78,14 +78,14 @@ requires-dist = [
    { name = "beautifulsoup4", specifier = "==4.14.3" },
    { name = "bokeh", specifier = "==3.8.2" },
    { name = "cachebox", specifier = "==5.2.2" },
-    { name = "commitizen", marker = "extra == 'dev'", specifier = "==4.13.8" },
+    { name = "commitizen", marker = "extra == 'dev'", specifier = "==4.13.9" },
    { name = "contourpy", specifier = "==1.3.3" },
    { name = "coverage", marker = "extra == 'dev'", specifier = "==7.13.4" },
    { name = "deap", specifier = "==1.4.3" },
    { name = "deprecated", marker = "extra == 'dev'", specifier = "==1.3.1" },
    { name = "docutils", marker = "extra == 'dev'", specifier = "==0.21.2" },
-    { name = "fastapi", extras = ["standard-no-fastapi-cloud-cli"], specifier = "==0.132.0" },
-    { name = "fastapi-cli", specifier = "==0.0.23" },
+    { name = "fastapi", extras = ["standard-no-fastapi-cloud-cli"], specifier = "==0.133.0" },
+    { name = "fastapi-cli", specifier = "==0.0.24" },
    { name = "gitpython", marker = "extra == 'dev'", specifier = "==3.1.46" },
    { name = "linkify-it-py", specifier = "==2.0.3" },
    { name = "lmdb", specifier = "==1.7.5" },
@@ -114,14 +114,14 @@ requires-dist = [
    { name = "pytest-xprocess", marker = "extra == 'dev'", specifier = "==1.0.2" },
    { name = "python-fasthtml", specifier = "==0.12.47" },
    { name = "requests", specifier = "==2.32.5" },
-    { name = "rich-toolkit", specifier = "==0.19.4" },
-    { name = "scipy", specifier = "==1.17.0" },
+    { name = "rich-toolkit", specifier = "==0.19.7" },
+    { name = "scipy", specifier = "==1.17.1" },
    { name = "sphinx", marker = "extra == 'dev'", specifier = "==9.0.4" },
    { name = "sphinx-rtd-theme", marker = "extra == 'dev'", specifier = "==3.1.0" },
    { name = "sphinx-tabs", marker = "extra == 'dev'", specifier = "==3.4.7" },
    { name = "statsmodels", specifier = "==0.14.6" },
    { name = "tokenize-rt", marker = "extra == 'dev'", specifier = "==6.2.0" },
-    { name = "types-docutils", marker = "extra == 'dev'", specifier = "==0.22.3.20251115" },
+    { name = "types-docutils", marker = "extra == 'dev'", specifier = "==0.22.3.20260223" },
    { name = "types-pyyaml", marker = "extra == 'dev'", specifier = "==6.0.12.20250915" },
    { name = "types-requests", marker = "extra == 'dev'", specifier = "==2.32.4.20260107" },
    { name = "tzfpy", specifier = "==1.1.1" },
@@ -526,7 +526,7 @@ wheels = [

 [[package]]
 name = "commitizen"
-version = "4.13.8"
+version = "4.13.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "argcomplete" },
@@ -542,9 +542,9 @@ dependencies = [
    { name = "termcolor" },
    { name = "tomlkit" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/6f/8a/73c165b1c7b182f506208c959e0ac56c844eccdbbfc0fa4f23a2fa9aa6b7/commitizen-4.13.8.tar.gz", hash = "sha256:d8769c0b2ee7bfe15d6871af1e242913df696b4a94e91a8146c5d78b778144ee", size = 64155, upload-time = "2026-02-18T10:33:14.67Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/44/10f95e8178ab5a584298726a4a94ceb83a7f77e00741fec4680df05fedd5/commitizen-4.13.9.tar.gz", hash = "sha256:2b4567ed50555e10920e5bd804a6a4e2c42ec70bb74f14a83f2680fe9eaf9727", size = 64145, upload-time = "2026-02-25T02:40:05.326Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f9/13/204836f9c820c2f049bb0bdc385eb710f1755c96a5e37b7351f473d29ee0/commitizen-4.13.8-py3-none-any.whl", hash = "sha256:dfbe2b5cb074cd86398d88e7afabdc6ba530fc02377ed9a7510477efd8deff86", size = 85368, upload-time = "2026-02-18T10:33:13.595Z" },
+    { url = "https://files.pythonhosted.org/packages/28/22/9b14ee0f17f0aad219a2fb37a293a57b8324d9d195c6ef6807bcd0bf2055/commitizen-4.13.9-py3-none-any.whl", hash = "sha256:d2af3d6a83cacec9d5200e17768942c5de6266f93d932c955986c60c4285f2db", size = 85373, upload-time = "2026-02-25T02:40:03.83Z" },
 ]

 [[package]]
@@ -828,7 +828,7 @@ wheels = [

 [[package]]
 name = "fastapi"
-version = "0.132.0"
+version = "0.133.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "annotated-doc" },
@@ -837,9 +837,9 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "typing-inspection" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a0/55/f1b4d4e478a0a1b4b1113d0f610a1b08e539b69900f97fdc97155d62fdee/fastapi-0.132.0.tar.gz", hash = "sha256:ef687847936d8a57ea6ea04cf9a85fe5f2c6ba64e22bfa721467094b69d48d92", size = 372422, upload-time = "2026-02-23T17:56:22.218Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c2/04/ab382c7c03dd545f2c964d06e87ad0d5faa944a2434186ad9c285f5d87e0/fastapi-0.133.0.tar.gz", hash = "sha256:b900a2bf5685cdb0647a41d5900bdeafc3a9e8a28ac08c6246b76699e164d60d", size = 373265, upload-time = "2026-02-24T09:53:40.143Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a8/de/6171c3363bbc5e01686e200e0880647c9270daa476d91030435cf14d32f5/fastapi-0.132.0-py3-none-any.whl", hash = "sha256:3c487d5afce196fa8ea509ae1531e96ccd5cdd2fd6eae78b73e2c20fba706689", size = 104652, upload-time = "2026-02-23T17:56:20.836Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/b4/023e75a2ec3f5440e380df6caf4d28edc0806d007193e6fb0707237886a4/fastapi-0.133.0-py3-none-any.whl", hash = "sha256:0a78878483d60702a1dde864c24ab349a1a53ef4db6b6f74f8cd4a2b2bc67d2f", size = 104787, upload-time = "2026-02-24T09:53:41.404Z" },
 ]

 [package.optional-dependencies]
@@ -856,16 +856,16 @@ standard-no-fastapi-cloud-cli = [

 [[package]]
 name = "fastapi-cli"
-version = "0.0.23"
+version = "0.0.24"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "rich-toolkit" },
    { name = "typer" },
    { name = "uvicorn", extra = ["standard"] },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/71/9f/cbd463e57de4e977b8ea0403f95347f9150441568b1d3fe3e4949ef80ef3/fastapi_cli-0.0.23.tar.gz", hash = "sha256:210ac280ea41e73aac5a57688781256beb23c2cba3a41266896fa43e6445c8e7", size = 19763, upload-time = "2026-02-16T19:45:53.358Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/58/74797ae9e4610cfa0c6b34c8309096d3b20bb29be3b8b5fbf1004d10fa5f/fastapi_cli-0.0.24.tar.gz", hash = "sha256:1afc9c9e21d7ebc8a3ca5e31790cd8d837742be7e4f8b9236e99cb3451f0de00", size = 19043, upload-time = "2026-02-24T10:45:10.476Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/68/89/19dcfd5cd289b306abdcabac68b88a4f54b7710a2c33adc16a337ecdcdfa/fastapi_cli-0.0.23-py3-none-any.whl", hash = "sha256:7e9634fc212da0b6cfc75bd3ac366cc9dfdb43b5e9ec12e58bfd1acdd2697f25", size = 12305, upload-time = "2026-02-16T19:45:52.554Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/4b/68f9fe268e535d79c76910519530026a4f994ce07189ac0dded45c6af825/fastapi_cli-0.0.24-py3-none-any.whl", hash = "sha256:4a1f78ed798f106b4fee85ca93b85d8fe33c0a3570f775964d37edb80b8f0edc", size = 12304, upload-time = "2026-02-24T10:45:09.552Z" },
 ]

 [package.optional-dependencies]
@@ -2583,16 +2583,16 @@ wheels = [

 [[package]]
 name = "rich-toolkit"
-version = "0.19.4"
+version = "0.19.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "click" },
    { name = "rich" },
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d0/c9/4bbf4bfee195ed1b7d7a6733cc523ca61dbfb4a3e3c12ea090aaffd97597/rich_toolkit-0.19.4.tar.gz", hash = "sha256:52e23d56f9dc30d1343eb3b3f6f18764c313fbfea24e52e6a1d6069bec9c18eb", size = 193951, upload-time = "2026-02-12T10:08:15.814Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/42/ba/dae9e3096651042754da419a4042bc1c75e07d615f9b15066d738838e4df/rich_toolkit-0.19.7.tar.gz", hash = "sha256:133c0915872da91d4c25d85342d5ec1dfacc69b63448af1a08a0d4b4f23ef46e", size = 195877, upload-time = "2026-02-24T16:06:20.555Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/28/31/97d39719def09c134385bfcfbedfed255168b571e7beb3ad7765aae660ca/rich_toolkit-0.19.4-py3-none-any.whl", hash = "sha256:34ac344de8862801644be8b703e26becf44b047e687f208d7829e8f7cfc311d6", size = 32757, upload-time = "2026-02-12T10:08:15.037Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/3c/c923619f6d2f5fafcc96fec0aaf9550a46cd5b6481f06e0c6b66a2a4fed0/rich_toolkit-0.19.7-py3-none-any.whl", hash = "sha256:0288e9203728c47c5a4eb60fd2f0692d9df7455a65901ab6f898437a2ba5989d", size = 32963, upload-time = "2026-02-24T16:06:22.066Z" },
 ]

 [[package]]
@@ -2606,73 +2606,73 @@ wheels = [

 [[package]]
 name = "scipy"
-version = "1.17.0"
+version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "numpy" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/56/3e/9cca699f3486ce6bc12ff46dc2031f1ec8eb9ccc9a320fdaf925f1417426/scipy-1.17.0.tar.gz", hash = "sha256:2591060c8e648d8b96439e111ac41fd8342fdeff1876be2e19dea3fe8930454e", size = 30396830, upload-time = "2026-01-10T21:34:23.009Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7a/97/5a3609c4f8d58b039179648e62dd220f89864f56f7357f5d4f45c29eb2cc/scipy-1.17.1.tar.gz", hash = "sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0", size = 30573822, upload-time = "2026-02-23T00:26:24.851Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1e/4b/c89c131aa87cad2b77a54eb0fb94d633a842420fa7e919dc2f922037c3d8/scipy-1.17.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:2abd71643797bd8a106dff97894ff7869eeeb0af0f7a5ce02e4227c6a2e9d6fd", size = 31381316, upload-time = "2026-01-10T21:24:33.42Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/5f/a6b38f79a07d74989224d5f11b55267714707582908a5f1ae854cf9a9b84/scipy-1.17.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:ef28d815f4d2686503e5f4f00edc387ae58dfd7a2f42e348bb53359538f01558", size = 27966760, upload-time = "2026-01-10T21:24:38.911Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/20/095ad24e031ee8ed3c5975954d816b8e7e2abd731e04f8be573de8740885/scipy-1.17.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:272a9f16d6bb4667e8b50d25d71eddcc2158a214df1b566319298de0939d2ab7", size = 20138701, upload-time = "2026-01-10T21:24:43.249Z" },
-    { url = "https://files.pythonhosted.org/packages/89/11/4aad2b3858d0337756f3323f8960755704e530b27eb2a94386c970c32cbe/scipy-1.17.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:7204fddcbec2fe6598f1c5fdf027e9f259106d05202a959a9f1aecf036adc9f6", size = 22480574, upload-time = "2026-01-10T21:24:47.266Z" },
-    { url = "https://files.pythonhosted.org/packages/85/bd/f5af70c28c6da2227e510875cadf64879855193a687fb19951f0f44cfd6b/scipy-1.17.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fc02c37a5639ee67d8fb646ffded6d793c06c5622d36b35cfa8fe5ececb8f042", size = 32862414, upload-time = "2026-01-10T21:24:52.566Z" },
-    { url = "https://files.pythonhosted.org/packages/ef/df/df1457c4df3826e908879fe3d76bc5b6e60aae45f4ee42539512438cfd5d/scipy-1.17.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dac97a27520d66c12a34fd90a4fe65f43766c18c0d6e1c0a80f114d2260080e4", size = 35112380, upload-time = "2026-01-10T21:24:58.433Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/bb/88e2c16bd1dd4de19d80d7c5e238387182993c2fb13b4b8111e3927ad422/scipy-1.17.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ebb7446a39b3ae0fe8f416a9a3fdc6fba3f11c634f680f16a239c5187bc487c0", size = 34922676, upload-time = "2026-01-10T21:25:04.287Z" },
-    { url = "https://files.pythonhosted.org/packages/02/ba/5120242cc735f71fc002cff0303d536af4405eb265f7c60742851e7ccfe9/scipy-1.17.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:474da16199f6af66601a01546144922ce402cb17362e07d82f5a6cf8f963e449", size = 37507599, upload-time = "2026-01-10T21:25:09.851Z" },
-    { url = "https://files.pythonhosted.org/packages/52/c8/08629657ac6c0da198487ce8cd3de78e02cfde42b7f34117d56a3fe249dc/scipy-1.17.0-cp311-cp311-win_amd64.whl", hash = "sha256:255c0da161bd7b32a6c898e7891509e8a9289f0b1c6c7d96142ee0d2b114c2ea", size = 36380284, upload-time = "2026-01-10T21:25:15.632Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/4a/465f96d42c6f33ad324a40049dfd63269891db9324aa66c4a1c108c6f994/scipy-1.17.0-cp311-cp311-win_arm64.whl", hash = "sha256:85b0ac3ad17fa3be50abd7e69d583d98792d7edc08367e01445a1e2076005379", size = 24370427, upload-time = "2026-01-10T21:25:20.514Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/11/7241a63e73ba5a516f1930ac8d5b44cbbfabd35ac73a2d08ca206df007c4/scipy-1.17.0-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:0d5018a57c24cb1dd828bcf51d7b10e65986d549f52ef5adb6b4d1ded3e32a57", size = 31364580, upload-time = "2026-01-10T21:25:25.717Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/1d/5057f812d4f6adc91a20a2d6f2ebcdb517fdbc87ae3acc5633c9b97c8ba5/scipy-1.17.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:88c22af9e5d5a4f9e027e26772cc7b5922fab8bcc839edb3ae33de404feebd9e", size = 27969012, upload-time = "2026-01-10T21:25:30.921Z" },
-    { url = "https://files.pythonhosted.org/packages/e3/21/f6ec556c1e3b6ec4e088da667d9987bb77cc3ab3026511f427dc8451187d/scipy-1.17.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f3cd947f20fe17013d401b64e857c6b2da83cae567adbb75b9dcba865abc66d8", size = 20140691, upload-time = "2026-01-10T21:25:34.802Z" },
-    { url = "https://files.pythonhosted.org/packages/7a/fe/5e5ad04784964ba964a96f16c8d4676aa1b51357199014dce58ab7ec5670/scipy-1.17.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:e8c0b331c2c1f531eb51f1b4fc9ba709521a712cce58f1aa627bc007421a5306", size = 22463015, upload-time = "2026-01-10T21:25:39.277Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/69/7c347e857224fcaf32a34a05183b9d8a7aca25f8f2d10b8a698b8388561a/scipy-1.17.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5194c445d0a1c7a6c1a4a4681b6b7c71baad98ff66d96b949097e7513c9d6742", size = 32724197, upload-time = "2026-01-10T21:25:44.084Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/fe/66d73b76d378ba8cc2fe605920c0c75092e3a65ae746e1e767d9d020a75a/scipy-1.17.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9eeb9b5f5997f75507814ed9d298ab23f62cf79f5a3ef90031b1ee2506abdb5b", size = 35009148, upload-time = "2026-01-10T21:25:50.591Z" },
-    { url = "https://files.pythonhosted.org/packages/af/07/07dec27d9dc41c18d8c43c69e9e413431d20c53a0339c388bcf72f353c4b/scipy-1.17.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:40052543f7bbe921df4408f46003d6f01c6af109b9e2c8a66dd1cf6cf57f7d5d", size = 34798766, upload-time = "2026-01-10T21:25:59.41Z" },
-    { url = "https://files.pythonhosted.org/packages/81/61/0470810c8a093cdacd4ba7504b8a218fd49ca070d79eca23a615f5d9a0b0/scipy-1.17.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0cf46c8013fec9d3694dc572f0b54100c28405d55d3e2cb15e2895b25057996e", size = 37405953, upload-time = "2026-01-10T21:26:07.75Z" },
-    { url = "https://files.pythonhosted.org/packages/92/ce/672ed546f96d5d41ae78c4b9b02006cedd0b3d6f2bf5bb76ea455c320c28/scipy-1.17.0-cp312-cp312-win_amd64.whl", hash = "sha256:0937a0b0d8d593a198cededd4c439a0ea216a3f36653901ea1f3e4be949056f8", size = 36328121, upload-time = "2026-01-10T21:26:16.509Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/21/38165845392cae67b61843a52c6455d47d0cc2a40dd495c89f4362944654/scipy-1.17.0-cp312-cp312-win_arm64.whl", hash = "sha256:f603d8a5518c7426414d1d8f82e253e454471de682ce5e39c29adb0df1efb86b", size = 24314368, upload-time = "2026-01-10T21:26:23.087Z" },
-    { url = "https://files.pythonhosted.org/packages/0c/51/3468fdfd49387ddefee1636f5cf6d03ce603b75205bf439bbf0e62069bfd/scipy-1.17.0-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:65ec32f3d32dfc48c72df4291345dae4f048749bc8d5203ee0a3f347f96c5ce6", size = 31344101, upload-time = "2026-01-10T21:26:30.25Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/9a/9406aec58268d437636069419e6977af953d1e246df941d42d3720b7277b/scipy-1.17.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:1f9586a58039d7229ce77b52f8472c972448cded5736eaf102d5658bbac4c269", size = 27950385, upload-time = "2026-01-10T21:26:36.801Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/98/e7342709e17afdfd1b26b56ae499ef4939b45a23a00e471dfb5375eea205/scipy-1.17.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:9fad7d3578c877d606b1150135c2639e9de9cecd3705caa37b66862977cc3e72", size = 20122115, upload-time = "2026-01-10T21:26:42.107Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/0e/9eeeb5357a64fd157cbe0302c213517c541cc16b8486d82de251f3c68ede/scipy-1.17.0-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:423ca1f6584fc03936972b5f7c06961670dbba9f234e71676a7c7ccf938a0d61", size = 22442402, upload-time = "2026-01-10T21:26:48.029Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/10/be13397a0e434f98e0c79552b2b584ae5bb1c8b2be95db421533bbca5369/scipy-1.17.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fe508b5690e9eaaa9467fc047f833af58f1152ae51a0d0aed67aa5801f4dd7d6", size = 32696338, upload-time = "2026-01-10T21:26:55.521Z" },
-    { url = "https://files.pythonhosted.org/packages/63/1e/12fbf2a3bb240161651c94bb5cdd0eae5d4e8cc6eaeceb74ab07b12a753d/scipy-1.17.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6680f2dfd4f6182e7d6db161344537da644d1cf85cf293f015c60a17ecf08752", size = 34977201, upload-time = "2026-01-10T21:27:03.501Z" },
-    { url = "https://files.pythonhosted.org/packages/19/5b/1a63923e23ccd20bd32156d7dd708af5bbde410daa993aa2500c847ab2d2/scipy-1.17.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:eec3842ec9ac9de5917899b277428886042a93db0b227ebbe3a333b64ec7643d", size = 34777384, upload-time = "2026-01-10T21:27:11.423Z" },
-    { url = "https://files.pythonhosted.org/packages/39/22/b5da95d74edcf81e540e467202a988c50fef41bd2011f46e05f72ba07df6/scipy-1.17.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d7425fcafbc09a03731e1bc05581f5fad988e48c6a861f441b7ab729a49a55ea", size = 37379586, upload-time = "2026-01-10T21:27:20.171Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/b6/8ac583d6da79e7b9e520579f03007cb006f063642afd6b2eeb16b890bf93/scipy-1.17.0-cp313-cp313-win_amd64.whl", hash = "sha256:87b411e42b425b84777718cc41516b8a7e0795abfa8e8e1d573bf0ef014f0812", size = 36287211, upload-time = "2026-01-10T21:28:43.122Z" },
-    { url = "https://files.pythonhosted.org/packages/55/fb/7db19e0b3e52f882b420417644ec81dd57eeef1bd1705b6f689d8ff93541/scipy-1.17.0-cp313-cp313-win_arm64.whl", hash = "sha256:357ca001c6e37601066092e7c89cca2f1ce74e2a520ca78d063a6d2201101df2", size = 24312646, upload-time = "2026-01-10T21:28:49.893Z" },
-    { url = "https://files.pythonhosted.org/packages/20/b6/7feaa252c21cc7aff335c6c55e1b90ab3e3306da3f048109b8b639b94648/scipy-1.17.0-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:ec0827aa4d36cb79ff1b81de898e948a51ac0b9b1c43e4a372c0508c38c0f9a3", size = 31693194, upload-time = "2026-01-10T21:27:27.454Z" },
-    { url = "https://files.pythonhosted.org/packages/76/bb/bbb392005abce039fb7e672cb78ac7d158700e826b0515cab6b5b60c26fb/scipy-1.17.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:819fc26862b4b3c73a60d486dbb919202f3d6d98c87cf20c223511429f2d1a97", size = 28365415, upload-time = "2026-01-10T21:27:34.26Z" },
-    { url = "https://files.pythonhosted.org/packages/37/da/9d33196ecc99fba16a409c691ed464a3a283ac454a34a13a3a57c0d66f3a/scipy-1.17.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:363ad4ae2853d88ebcde3ae6ec46ccca903ea9835ee8ba543f12f575e7b07e4e", size = 20537232, upload-time = "2026-01-10T21:27:40.306Z" },
-    { url = "https://files.pythonhosted.org/packages/56/9d/f4b184f6ddb28e9a5caea36a6f98e8ecd2a524f9127354087ce780885d83/scipy-1.17.0-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:979c3a0ff8e5ba254d45d59ebd38cde48fce4f10b5125c680c7a4bfe177aab07", size = 22791051, upload-time = "2026-01-10T21:27:46.539Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/9d/025cccdd738a72140efc582b1641d0dd4caf2e86c3fb127568dc80444e6e/scipy-1.17.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:130d12926ae34399d157de777472bf82e9061c60cc081372b3118edacafe1d00", size = 32815098, upload-time = "2026-01-10T21:27:54.389Z" },
-    { url = "https://files.pythonhosted.org/packages/48/5f/09b879619f8bca15ce392bfc1894bd9c54377e01d1b3f2f3b595a1b4d945/scipy-1.17.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6e886000eb4919eae3a44f035e63f0fd8b651234117e8f6f29bad1cd26e7bc45", size = 35031342, upload-time = "2026-01-10T21:28:03.012Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/9a/f0f0a9f0aa079d2f106555b984ff0fbb11a837df280f04f71f056ea9c6e4/scipy-1.17.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:13c4096ac6bc31d706018f06a49abe0485f96499deb82066b94d19b02f664209", size = 34893199, upload-time = "2026-01-10T21:28:10.832Z" },
-    { url = "https://files.pythonhosted.org/packages/90/b8/4f0f5cf0c5ea4d7548424e6533e6b17d164f34a6e2fb2e43ffebb6697b06/scipy-1.17.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:cacbaddd91fcffde703934897c5cd2c7cb0371fac195d383f4e1f1c5d3f3bd04", size = 37438061, upload-time = "2026-01-10T21:28:19.684Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/cc/2bd59140ed3b2fa2882fb15da0a9cb1b5a6443d67cfd0d98d4cec83a57ec/scipy-1.17.0-cp313-cp313t-win_amd64.whl", hash = "sha256:edce1a1cf66298cccdc48a1bdf8fb10a3bf58e8b58d6c3883dd1530e103f87c0", size = 36328593, upload-time = "2026-01-10T21:28:28.007Z" },
-    { url = "https://files.pythonhosted.org/packages/13/1b/c87cc44a0d2c7aaf0f003aef2904c3d097b422a96c7e7c07f5efd9073c1b/scipy-1.17.0-cp313-cp313t-win_arm64.whl", hash = "sha256:30509da9dbec1c2ed8f168b8d8aa853bc6723fede1dbc23c7d43a56f5ab72a67", size = 24625083, upload-time = "2026-01-10T21:28:35.188Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/2d/51006cd369b8e7879e1c630999a19d1fbf6f8b5ed3e33374f29dc87e53b3/scipy-1.17.0-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:c17514d11b78be8f7e6331b983a65a7f5ca1fd037b95e27b280921fe5606286a", size = 31346803, upload-time = "2026-01-10T21:28:57.24Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/2e/2349458c3ce445f53a6c93d4386b1c4c5c0c540917304c01222ff95ff317/scipy-1.17.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:4e00562e519c09da34c31685f6acc3aa384d4d50604db0f245c14e1b4488bfa2", size = 27967182, upload-time = "2026-01-10T21:29:04.107Z" },
-    { url = "https://files.pythonhosted.org/packages/5e/7c/df525fbfa77b878d1cfe625249529514dc02f4fd5f45f0f6295676a76528/scipy-1.17.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7df7941d71314e60a481e02d5ebcb3f0185b8d799c70d03d8258f6c80f3d467", size = 20139125, upload-time = "2026-01-10T21:29:10.179Z" },
-    { url = "https://files.pythonhosted.org/packages/33/11/fcf9d43a7ed1234d31765ec643b0515a85a30b58eddccc5d5a4d12b5f194/scipy-1.17.0-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:aabf057c632798832f071a8dde013c2e26284043934f53b00489f1773b33527e", size = 22443554, upload-time = "2026-01-10T21:29:15.888Z" },
-    { url = "https://files.pythonhosted.org/packages/80/5c/ea5d239cda2dd3d31399424967a24d556cf409fbea7b5b21412b0fd0a44f/scipy-1.17.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a38c3337e00be6fd8a95b4ed66b5d988bac4ec888fd922c2ea9fe5fb1603dd67", size = 32757834, upload-time = "2026-01-10T21:29:23.406Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/7e/8c917cc573310e5dc91cbeead76f1b600d3fb17cf0969db02c9cf92e3cfa/scipy-1.17.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00fb5f8ec8398ad90215008d8b6009c9db9fa924fd4c7d6be307c6f945f9cd73", size = 34995775, upload-time = "2026-01-10T21:29:31.915Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/43/176c0c3c07b3f7df324e7cdd933d3e2c4898ca202b090bd5ba122f9fe270/scipy-1.17.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f2a4942b0f5f7c23c7cd641a0ca1955e2ae83dedcff537e3a0259096635e186b", size = 34841240, upload-time = "2026-01-10T21:29:39.995Z" },
-    { url = "https://files.pythonhosted.org/packages/44/8c/d1f5f4b491160592e7f084d997de53a8e896a3ac01cd07e59f43ca222744/scipy-1.17.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:dbf133ced83889583156566d2bdf7a07ff89228fe0c0cb727f777de92092ec6b", size = 37394463, upload-time = "2026-01-10T21:29:48.723Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/ec/42a6657f8d2d087e750e9a5dde0b481fd135657f09eaf1cf5688bb23c338/scipy-1.17.0-cp314-cp314-win_amd64.whl", hash = "sha256:3625c631a7acd7cfd929e4e31d2582cf00f42fcf06011f59281271746d77e061", size = 37053015, upload-time = "2026-01-10T21:30:51.418Z" },
-    { url = "https://files.pythonhosted.org/packages/27/58/6b89a6afd132787d89a362d443a7bddd511b8f41336a1ae47f9e4f000dc4/scipy-1.17.0-cp314-cp314-win_arm64.whl", hash = "sha256:9244608d27eafe02b20558523ba57f15c689357c85bdcfe920b1828750aa26eb", size = 24951312, upload-time = "2026-01-10T21:30:56.771Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/01/f58916b9d9ae0112b86d7c3b10b9e685625ce6e8248df139d0fcb17f7397/scipy-1.17.0-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:2b531f57e09c946f56ad0b4a3b2abee778789097871fc541e267d2eca081cff1", size = 31706502, upload-time = "2026-01-10T21:29:56.326Z" },
-    { url = "https://files.pythonhosted.org/packages/59/8e/2912a87f94a7d1f8b38aabc0faf74b82d3b6c9e22be991c49979f0eceed8/scipy-1.17.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:13e861634a2c480bd237deb69333ac79ea1941b94568d4b0efa5db5e263d4fd1", size = 28380854, upload-time = "2026-01-10T21:30:01.554Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/1c/874137a52dddab7d5d595c1887089a2125d27d0601fce8c0026a24a92a0b/scipy-1.17.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:eb2651271135154aa24f6481cbae5cc8af1f0dd46e6533fb7b56aa9727b6a232", size = 20552752, upload-time = "2026-01-10T21:30:05.93Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/f0/7518d171cb735f6400f4576cf70f756d5b419a07fe1867da34e2c2c9c11b/scipy-1.17.0-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:c5e8647f60679790c2f5c76be17e2e9247dc6b98ad0d3b065861e082c56e078d", size = 22803972, upload-time = "2026-01-10T21:30:10.651Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/74/3498563a2c619e8a3ebb4d75457486c249b19b5b04a30600dfd9af06bea5/scipy-1.17.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5fb10d17e649e1446410895639f3385fd2bf4c3c7dfc9bea937bddcbc3d7b9ba", size = 32829770, upload-time = "2026-01-10T21:30:16.359Z" },
-    { url = "https://files.pythonhosted.org/packages/48/d1/7b50cedd8c6c9d6f706b4b36fa8544d829c712a75e370f763b318e9638c1/scipy-1.17.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8547e7c57f932e7354a2319fab613981cde910631979f74c9b542bb167a8b9db", size = 35051093, upload-time = "2026-01-10T21:30:22.987Z" },
-    { url = "https://files.pythonhosted.org/packages/e2/82/a2d684dfddb87ba1b3ea325df7c3293496ee9accb3a19abe9429bce94755/scipy-1.17.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33af70d040e8af9d5e7a38b5ed3b772adddd281e3062ff23fec49e49681c38cf", size = 34909905, upload-time = "2026-01-10T21:30:28.704Z" },
-    { url = "https://files.pythonhosted.org/packages/ef/5e/e565bd73991d42023eb82bb99e51c5b3d9e2c588ca9d4b3e2cc1d3ca62a6/scipy-1.17.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f9eb55bb97d00f8b7ab95cb64f873eb0bf54d9446264d9f3609130381233483f", size = 37457743, upload-time = "2026-01-10T21:30:34.819Z" },
-    { url = "https://files.pythonhosted.org/packages/58/a8/a66a75c3d8f1fb2b83f66007d6455a06a6f6cf5618c3dc35bc9b69dd096e/scipy-1.17.0-cp314-cp314t-win_amd64.whl", hash = "sha256:1ff269abf702f6c7e67a4b7aad981d42871a11b9dd83c58d2d2ea624efbd1088", size = 37098574, upload-time = "2026-01-10T21:30:40.782Z" },
-    { url = "https://files.pythonhosted.org/packages/56/a5/df8f46ef7da168f1bc52cd86e09a9de5c6f19cc1da04454d51b7d4f43408/scipy-1.17.0-cp314-cp314t-win_arm64.whl", hash = "sha256:031121914e295d9791319a1875444d55079885bbae5bdc9c5e0f2ee5f09d34ff", size = 25246266, upload-time = "2026-01-10T21:30:45.923Z" },
+    { url = "https://files.pythonhosted.org/packages/df/75/b4ce781849931fef6fd529afa6b63711d5a733065722d0c3e2724af9e40a/scipy-1.17.1-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec", size = 31613675, upload-time = "2026-02-23T00:16:00.13Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/58/bccc2861b305abdd1b8663d6130c0b3d7cc22e8d86663edbc8401bfd40d4/scipy-1.17.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696", size = 28162057, upload-time = "2026-02-23T00:16:09.456Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/ee/18146b7757ed4976276b9c9819108adbc73c5aad636e5353e20746b73069/scipy-1.17.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:a3472cfbca0a54177d0faa68f697d8ba4c80bbdc19908c3465556d9f7efce9ee", size = 20334032, upload-time = "2026-02-23T00:16:17.358Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/e6/cef1cf3557f0c54954198554a10016b6a03b2ec9e22a4e1df734936bd99c/scipy-1.17.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:766e0dc5a616d026a3a1cffa379af959671729083882f50307e18175797b3dfd", size = 22709533, upload-time = "2026-02-23T00:16:25.791Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/60/8804678875fc59362b0fb759ab3ecce1f09c10a735680318ac30da8cd76b/scipy-1.17.1-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:744b2bf3640d907b79f3fd7874efe432d1cf171ee721243e350f55234b4cec4c", size = 33062057, upload-time = "2026-02-23T00:16:36.931Z" },
+    { url = "https://files.pythonhosted.org/packages/09/7d/af933f0f6e0767995b4e2d705a0665e454d1c19402aa7e895de3951ebb04/scipy-1.17.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4", size = 35349300, upload-time = "2026-02-23T00:16:49.108Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/3d/7ccbbdcbb54c8fdc20d3b6930137c782a163fa626f0aef920349873421ba/scipy-1.17.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444", size = 35127333, upload-time = "2026-02-23T00:17:01.293Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/19/f926cb11c42b15ba08e3a71e376d816ac08614f769b4f47e06c3580c836a/scipy-1.17.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4eb6c25dd62ee8d5edf68a8e1c171dd71c292fdae95d8aeb3dd7d7de4c364082", size = 37741314, upload-time = "2026-02-23T00:17:12.576Z" },
+    { url = "https://files.pythonhosted.org/packages/95/da/0d1df507cf574b3f224ccc3d45244c9a1d732c81dcb26b1e8a766ae271a8/scipy-1.17.1-cp311-cp311-win_amd64.whl", hash = "sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff", size = 36607512, upload-time = "2026-02-23T00:17:23.424Z" },
+    { url = "https://files.pythonhosted.org/packages/68/7f/bdd79ceaad24b671543ffe0ef61ed8e659440eb683b66f033454dcee90eb/scipy-1.17.1-cp311-cp311-win_arm64.whl", hash = "sha256:9ecb4efb1cd6e8c4afea0daa91a87fbddbce1b99d2895d151596716c0b2e859d", size = 24599248, upload-time = "2026-02-23T00:17:34.561Z" },
+    { url = "https://files.pythonhosted.org/packages/35/48/b992b488d6f299dbe3f11a20b24d3dda3d46f1a635ede1c46b5b17a7b163/scipy-1.17.1-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:35c3a56d2ef83efc372eaec584314bd0ef2e2f0d2adb21c55e6ad5b344c0dcb8", size = 31610954, upload-time = "2026-02-23T00:17:49.855Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/02/cf107b01494c19dc100f1d0b7ac3cc08666e96ba2d64db7626066cee895e/scipy-1.17.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76", size = 28172662, upload-time = "2026-02-23T00:18:01.64Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/a9/599c28631bad314d219cf9ffd40e985b24d603fc8a2f4ccc5ae8419a535b/scipy-1.17.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086", size = 20344366, upload-time = "2026-02-23T00:18:12.015Z" },
+    { url = "https://files.pythonhosted.org/packages/35/f5/906eda513271c8deb5af284e5ef0206d17a96239af79f9fa0aebfe0e36b4/scipy-1.17.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b", size = 22704017, upload-time = "2026-02-23T00:18:21.502Z" },
+    { url = "https://files.pythonhosted.org/packages/da/34/16f10e3042d2f1d6b66e0428308ab52224b6a23049cb2f5c1756f713815f/scipy-1.17.1-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21", size = 32927842, upload-time = "2026-02-23T00:18:35.367Z" },
+    { url = "https://files.pythonhosted.org/packages/01/8e/1e35281b8ab6d5d72ebe9911edcdffa3f36b04ed9d51dec6dd140396e220/scipy-1.17.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458", size = 35235890, upload-time = "2026-02-23T00:18:49.188Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/5c/9d7f4c88bea6e0d5a4f1bc0506a53a00e9fcb198de372bfe4d3652cef482/scipy-1.17.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8a604bae87c6195d8b1045eddece0514d041604b14f2727bbc2b3020172045eb", size = 35003557, upload-time = "2026-02-23T00:18:54.74Z" },
+    { url = "https://files.pythonhosted.org/packages/65/94/7698add8f276dbab7a9de9fb6b0e02fc13ee61d51c7c3f85ac28b65e1239/scipy-1.17.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea", size = 37625856, upload-time = "2026-02-23T00:19:00.307Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/dc08d77fbf3d87d3ee27f6a0c6dcce1de5829a64f2eae85a0ecc1f0daa73/scipy-1.17.1-cp312-cp312-win_amd64.whl", hash = "sha256:41b71f4a3a4cab9d366cd9065b288efc4d4f3c0b37a91a8e0947fb5bd7f31d87", size = 36549682, upload-time = "2026-02-23T00:19:07.67Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/98/fe9ae9ffb3b54b62559f52dedaebe204b408db8109a8c66fdd04869e6424/scipy-1.17.1-cp312-cp312-win_arm64.whl", hash = "sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3", size = 24547340, upload-time = "2026-02-23T00:19:12.024Z" },
+    { url = "https://files.pythonhosted.org/packages/76/27/07ee1b57b65e92645f219b37148a7e7928b82e2b5dbeccecb4dff7c64f0b/scipy-1.17.1-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:5e3c5c011904115f88a39308379c17f91546f77c1667cea98739fe0fccea804c", size = 31590199, upload-time = "2026-02-23T00:19:17.192Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/ae/db19f8ab842e9b724bf5dbb7db29302a91f1e55bc4d04b1025d6d605a2c5/scipy-1.17.1-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:6fac755ca3d2c3edcb22f479fceaa241704111414831ddd3bc6056e18516892f", size = 28154001, upload-time = "2026-02-23T00:19:22.241Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/58/3ce96251560107b381cbd6e8413c483bbb1228a6b919fa8652b0d4090e7f/scipy-1.17.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:7ff200bf9d24f2e4d5dc6ee8c3ac64d739d3a89e2326ba68aaf6c4a2b838fd7d", size = 20325719, upload-time = "2026-02-23T00:19:26.329Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/83/15087d945e0e4d48ce2377498abf5ad171ae013232ae31d06f336e64c999/scipy-1.17.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:4b400bdc6f79fa02a4d86640310dde87a21fba0c979efff5248908c6f15fad1b", size = 22683595, upload-time = "2026-02-23T00:19:30.304Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/e0/e58fbde4a1a594c8be8114eb4aac1a55bcd6587047efc18a61eb1f5c0d30/scipy-1.17.1-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2b64ca7d4aee0102a97f3ba22124052b4bd2152522355073580bf4845e2550b6", size = 32896429, upload-time = "2026-02-23T00:19:35.536Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/5f/f17563f28ff03c7b6799c50d01d5d856a1d55f2676f537ca8d28c7f627cd/scipy-1.17.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:581b2264fc0aa555f3f435a5944da7504ea3a065d7029ad60e7c3d1ae09c5464", size = 35203952, upload-time = "2026-02-23T00:19:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/a5/9afd17de24f657fdfe4df9a3f1ea049b39aef7c06000c13db1530d81ccca/scipy-1.17.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:beeda3d4ae615106d7094f7e7cef6218392e4465cc95d25f900bebabfded0950", size = 34979063, upload-time = "2026-02-23T00:19:47.547Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/13/88b1d2384b424bf7c924f2038c1c409f8d88bb2a8d49d097861dd64a57b2/scipy-1.17.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6609bc224e9568f65064cfa72edc0f24ee6655b47575954ec6339534b2798369", size = 37598449, upload-time = "2026-02-23T00:19:53.238Z" },
+    { url = "https://files.pythonhosted.org/packages/35/e5/d6d0e51fc888f692a35134336866341c08655d92614f492c6860dc45bb2c/scipy-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:37425bc9175607b0268f493d79a292c39f9d001a357bebb6b88fdfaff13f6448", size = 36510943, upload-time = "2026-02-23T00:20:50.89Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/fd/3be73c564e2a01e690e19cc618811540ba5354c67c8680dce3281123fb79/scipy-1.17.1-cp313-cp313-win_arm64.whl", hash = "sha256:5cf36e801231b6a2059bf354720274b7558746f3b1a4efb43fcf557ccd484a87", size = 24545621, upload-time = "2026-02-23T00:20:55.871Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/6b/17787db8b8114933a66f9dcc479a8272e4b4da75fe03b0c282f7b0ade8cd/scipy-1.17.1-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:d59c30000a16d8edc7e64152e30220bfbd724c9bbb08368c054e24c651314f0a", size = 31936708, upload-time = "2026-02-23T00:19:58.694Z" },
+    { url = "https://files.pythonhosted.org/packages/38/2e/524405c2b6392765ab1e2b722a41d5da33dc5c7b7278184a8ad29b6cb206/scipy-1.17.1-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:010f4333c96c9bb1a4516269e33cb5917b08ef2166d5556ca2fd9f082a9e6ea0", size = 28570135, upload-time = "2026-02-23T00:20:03.934Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/c3/5bd7199f4ea8556c0c8e39f04ccb014ac37d1468e6cfa6a95c6b3562b76e/scipy-1.17.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:2ceb2d3e01c5f1d83c4189737a42d9cb2fc38a6eeed225e7515eef71ad301dce", size = 20741977, upload-time = "2026-02-23T00:20:07.935Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/b8/8ccd9b766ad14c78386599708eb745f6b44f08400a5fd0ade7cf89b6fc93/scipy-1.17.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:844e165636711ef41f80b4103ed234181646b98a53c8f05da12ca5ca289134f6", size = 23029601, upload-time = "2026-02-23T00:20:12.161Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/a0/3cb6f4d2fb3e17428ad2880333cac878909ad1a89f678527b5328b93c1d4/scipy-1.17.1-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:158dd96d2207e21c966063e1635b1063cd7787b627b6f07305315dd73d9c679e", size = 33019667, upload-time = "2026-02-23T00:20:17.208Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/c3/2d834a5ac7bf3a0c806ad1508efc02dda3c8c61472a56132d7894c312dea/scipy-1.17.1-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:74cbb80d93260fe2ffa334efa24cb8f2f0f622a9b9febf8b483c0b865bfb3475", size = 35264159, upload-time = "2026-02-23T00:20:23.087Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/77/d3ed4becfdbd217c52062fafe35a72388d1bd82c2d0ba5ca19d6fcc93e11/scipy-1.17.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:dbc12c9f3d185f5c737d801da555fb74b3dcfa1a50b66a1a93e09190f41fab50", size = 35102771, upload-time = "2026-02-23T00:20:28.636Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/12/d19da97efde68ca1ee5538bb261d5d2c062f0c055575128f11a2730e3ac1/scipy-1.17.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:94055a11dfebe37c656e70317e1996dc197e1a15bbcc351bcdd4610e128fe1ca", size = 37665910, upload-time = "2026-02-23T00:20:34.743Z" },
+    { url = "https://files.pythonhosted.org/packages/06/1c/1172a88d507a4baaf72c5a09bb6c018fe2ae0ab622e5830b703a46cc9e44/scipy-1.17.1-cp313-cp313t-win_amd64.whl", hash = "sha256:e30bdeaa5deed6bc27b4cc490823cd0347d7dae09119b8803ae576ea0ce52e4c", size = 36562980, upload-time = "2026-02-23T00:20:40.575Z" },
+    { url = "https://files.pythonhosted.org/packages/70/b0/eb757336e5a76dfa7911f63252e3b7d1de00935d7705cf772db5b45ec238/scipy-1.17.1-cp313-cp313t-win_arm64.whl", hash = "sha256:a720477885a9d2411f94a93d16f9d89bad0f28ca23c3f8daa521e2dcc3f44d49", size = 24856543, upload-time = "2026-02-23T00:20:45.313Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/83/333afb452af6f0fd70414dc04f898647ee1423979ce02efa75c3b0f2c28e/scipy-1.17.1-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:a48a72c77a310327f6a3a920092fa2b8fd03d7deaa60f093038f22d98e096717", size = 31584510, upload-time = "2026-02-23T00:21:01.015Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/a6/d05a85fd51daeb2e4ea71d102f15b34fedca8e931af02594193ae4fd25f7/scipy-1.17.1-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:45abad819184f07240d8a696117a7aacd39787af9e0b719d00285549ed19a1e9", size = 28170131, upload-time = "2026-02-23T00:21:05.888Z" },
+    { url = "https://files.pythonhosted.org/packages/db/7b/8624a203326675d7746a254083a187398090a179335b2e4a20e2ddc46e83/scipy-1.17.1-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:3fd1fcdab3ea951b610dc4cef356d416d5802991e7e32b5254828d342f7b7e0b", size = 20342032, upload-time = "2026-02-23T00:21:09.904Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/35/2c342897c00775d688d8ff3987aced3426858fd89d5a0e26e020b660b301/scipy-1.17.1-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:7bdf2da170b67fdf10bca777614b1c7d96ae3ca5794fd9587dce41eb2966e866", size = 22678766, upload-time = "2026-02-23T00:21:14.313Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/f2/7cdb8eb308a1a6ae1e19f945913c82c23c0c442a462a46480ce487fdc0ac/scipy-1.17.1-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:adb2642e060a6549c343603a3851ba76ef0b74cc8c079a9a58121c7ec9fe2350", size = 32957007, upload-time = "2026-02-23T00:21:19.663Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/2e/7eea398450457ecb54e18e9d10110993fa65561c4f3add5e8eccd2b9cd41/scipy-1.17.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:eee2cfda04c00a857206a4330f0c5e3e56535494e30ca445eb19ec624ae75118", size = 35221333, upload-time = "2026-02-23T00:21:25.278Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/77/5b8509d03b77f093a0d52e606d3c4f79e8b06d1d38c441dacb1e26cacf46/scipy-1.17.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:d2650c1fb97e184d12d8ba010493ee7b322864f7d3d00d3f9bb97d9c21de4068", size = 35042066, upload-time = "2026-02-23T00:21:31.358Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/df/18f80fb99df40b4070328d5ae5c596f2f00fffb50167e31439e932f29e7d/scipy-1.17.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:08b900519463543aa604a06bec02461558a6e1cef8fdbb8098f77a48a83c8118", size = 37612763, upload-time = "2026-02-23T00:21:37.247Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/39/f0e8ea762a764a9dc52aa7dabcfad51a354819de1f0d4652b6a1122424d6/scipy-1.17.1-cp314-cp314-win_amd64.whl", hash = "sha256:3877ac408e14da24a6196de0ddcace62092bfc12a83823e92e49e40747e52c19", size = 37290984, upload-time = "2026-02-23T00:22:35.023Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/56/fe201e3b0f93d1a8bcf75d3379affd228a63d7e2d80ab45467a74b494947/scipy-1.17.1-cp314-cp314-win_arm64.whl", hash = "sha256:f8885db0bc2bffa59d5c1b72fad7a6a92d3e80e7257f967dd81abb553a90d293", size = 25192877, upload-time = "2026-02-23T00:22:39.798Z" },
+    { url = "https://files.pythonhosted.org/packages/96/ad/f8c414e121f82e02d76f310f16db9899c4fcde36710329502a6b2a3c0392/scipy-1.17.1-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:1cc682cea2ae55524432f3cdff9e9a3be743d52a7443d0cba9017c23c87ae2f6", size = 31949750, upload-time = "2026-02-23T00:21:42.289Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/b0/c741e8865d61b67c81e255f4f0a832846c064e426636cd7de84e74d209be/scipy-1.17.1-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:2040ad4d1795a0ae89bfc7e8429677f365d45aa9fd5e4587cf1ea737f927b4a1", size = 28585858, upload-time = "2026-02-23T00:21:47.706Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/1b/3985219c6177866628fa7c2595bfd23f193ceebbe472c98a08824b9466ff/scipy-1.17.1-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:131f5aaea57602008f9822e2115029b55d4b5f7c070287699fe45c661d051e39", size = 20757723, upload-time = "2026-02-23T00:21:52.039Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/19/2a04aa25050d656d6f7b9e7b685cc83d6957fb101665bfd9369ca6534563/scipy-1.17.1-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:9cdc1a2fcfd5c52cfb3045feb399f7b3ce822abdde3a193a6b9a60b3cb5854ca", size = 23043098, upload-time = "2026-02-23T00:21:56.185Z" },
+    { url = "https://files.pythonhosted.org/packages/86/f1/3383beb9b5d0dbddd030335bf8a8b32d4317185efe495374f134d8be6cce/scipy-1.17.1-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6e3dcd57ab780c741fde8dc68619de988b966db759a3c3152e8e9142c26295ad", size = 33030397, upload-time = "2026-02-23T00:22:01.404Z" },
+    { url = "https://files.pythonhosted.org/packages/41/68/8f21e8a65a5a03f25a79165ec9d2b28c00e66dc80546cf5eb803aeeff35b/scipy-1.17.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a9956e4d4f4a301ebf6cde39850333a6b6110799d470dbbb1e25326ac447f52a", size = 35281163, upload-time = "2026-02-23T00:22:07.024Z" },
+    { url = "https://files.pythonhosted.org/packages/84/8d/c8a5e19479554007a5632ed7529e665c315ae7492b4f946b0deb39870e39/scipy-1.17.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:a4328d245944d09fd639771de275701ccadf5f781ba0ff092ad141e017eccda4", size = 35116291, upload-time = "2026-02-23T00:22:12.585Z" },
+    { url = "https://files.pythonhosted.org/packages/52/52/e57eceff0e342a1f50e274264ed47497b59e6a4e3118808ee58ddda7b74a/scipy-1.17.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a77cbd07b940d326d39a1d1b37817e2ee4d79cb30e7338f3d0cddffae70fcaa2", size = 37682317, upload-time = "2026-02-23T00:22:18.513Z" },
+    { url = "https://files.pythonhosted.org/packages/11/2f/b29eafe4a3fbc3d6de9662b36e028d5f039e72d345e05c250e121a230dd4/scipy-1.17.1-cp314-cp314t-win_amd64.whl", hash = "sha256:eb092099205ef62cd1782b006658db09e2fed75bffcae7cc0d44052d8aa0f484", size = 37345327, upload-time = "2026-02-23T00:22:24.442Z" },
+    { url = "https://files.pythonhosted.org/packages/07/39/338d9219c4e87f3e708f18857ecd24d22a0c3094752393319553096b98af/scipy-1.17.1-cp314-cp314t-win_arm64.whl", hash = "sha256:200e1050faffacc162be6a486a984a0497866ec54149a01270adc8a59b7c7d21", size = 25489165, upload-time = "2026-02-23T00:22:29.563Z" },
 ]

 [[package]]
@@ -3011,11 +3011,11 @@ wheels = [

 [[package]]
 name = "types-docutils"
-version = "0.22.3.20251115"
+version = "0.22.3.20260223"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/eb/d7/576ec24bf61a280f571e1f22284793adc321610b9bcfba1bf468cf7b334f/types_docutils-0.22.3.20251115.tar.gz", hash = "sha256:0f79ea6a7bd4d12d56c9f824a0090ffae0ea4204203eb0006392906850913e16", size = 56828, upload-time = "2025-11-15T02:59:57.371Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/80/33/92c0129283363e3b3ba270bf6a2b7d077d949d2f90afc4abaf6e73578563/types_docutils-0.22.3.20260223.tar.gz", hash = "sha256:e90e868da82df615ea2217cf36dff31f09660daa15fc0f956af53f89c1364501", size = 57230, upload-time = "2026-02-23T04:11:21.806Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9c/01/61ac9eb38f1f978b47443dc6fd2e0a3b0f647c2da741ddad30771f1b2b6f/types_docutils-0.22.3.20251115-py3-none-any.whl", hash = "sha256:c6e53715b65395d00a75a3a8a74e352c669bc63959e65a207dffaa22f4a2ad6e", size = 91951, upload-time = "2025-11-15T02:59:56.413Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/c7/a4ae6a75d5b07d63089d5c04d450a0de4a5d48ffcb84b95659b22d3885fe/types_docutils-0.22.3.20260223-py3-none-any.whl", hash = "sha256:cc2d6b7560a28e351903db0989091474aa619ad287843a018324baee9c4d9a8f", size = 91969, upload-time = "2026-02-23T04:11:20.966Z" },
 ]

 [[package]]