fix: move data management to async (#1015)

FAstAPI is an async framework. Data may be imported and exported, load and save, set and get
asynchronously. Prevent interleaving data operations to corrupt the data. In the previous design
sync and async data access was intermixed leading to data corruption.

The basic data classes DataSequence and DataContainer and the derived classes like Provider and
Measurement now are async. Data access is protected by several async locks.

To support the async design of the data classes the database interface became async.

The energy management is also adapted to the new async design. Optimization is still off-loaded
to another thread, but the prepration for the optimization and the post optimization actions now
follow the async design.

Adapter operations are now also protected by async locks.

Tests were adapted to the async design and new tests were created.

Besides this major fix several other improvements and fixes are included in this PR.

* fix: key_to_dict/list/array only regard data records with key value set.

  Before the exclusion of no value data records was only done if the dropna flag was set.

* fix: test for visual result pdf generation

  Due to updates in the library the generated charts text was a little bit different.
  Adapt the test to create the comaprison pdf in the test data durectory and
  update the reference pdf.

* chore: Remove MutableMapping from DataSequence and DataContainer.

  Mutable Mapping does not fit to the now async design.

* chore: Add NoDB database backend

  This backend implements the full database backend interface but performs
  no actual persistence. It is intended for configurations where database
  persistence is disabled (`provider=None`).

* chore: Improve measurement data import testing with real world scenarios.

  Added two new endpoints to support testing.

* chore: Add mermaid to supported documentation tools

* chore: Add documentation about async design

* chore: Add documentation about generic data handling

  Covers the basics of measurement and prediction time series data handling.

* chore: Add empty lines around markdown lists.

* chore: sync pre-commit config to updated package versions

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>
This commit is contained in:
Bobby Noelte
2026-07-15 16:38:53 +02:00
committed by GitHub
parent 38011780c5
commit eb9e966de9
99 changed files with 11971 additions and 5981 deletions

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```{toctree}
:maxdepth: 1
:caption: Configuration Table
../_generated/configadapter.md
../_generated/configcache.md
../_generated/configdatabase.md
../_generated/configdevices.md
../_generated/configelecprice.md
../_generated/configems.md
../_generated/configfeedintariff.md
../_generated/configgeneral.md
../_generated/configload.md
../_generated/configlogging.md
../_generated/configmeasurement.md
../_generated/configoptimization.md
../_generated/configprediction.md
../_generated/configpvforecast.md
../_generated/configserver.md
../_generated/configutils.md
../_generated/configweather.md
../_generated/configexample.md
```
Auto generated from source code.

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## Adapter Configuration
<!-- pyml disable line-length -->
:::{table} adapter
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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` | `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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"adapter": {
"provider": [
"HomeAssistant"
],
"homeassistant": {
"config_entity_ids": null,
"load_emr_entity_ids": null,
"grid_export_emr_entity_ids": null,
"grid_import_emr_entity_ids": null,
"pv_production_emr_entity_ids": null,
"device_measurement_entity_ids": null,
"device_instruction_entity_ids": null,
"solution_entity_ids": null
},
"nodered": {
"host": "127.0.0.1",
"port": 1880
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"adapter": {
"provider": [
"HomeAssistant"
],
"homeassistant": {
"config_entity_ids": null,
"load_emr_entity_ids": null,
"grid_export_emr_entity_ids": null,
"grid_import_emr_entity_ids": null,
"pv_production_emr_entity_ids": null,
"device_measurement_entity_ids": null,
"device_instruction_entity_ids": null,
"solution_entity_ids": null,
"homeassistant_entity_ids": [],
"eos_solution_entity_ids": [],
"eos_device_instruction_entity_ids": []
},
"nodered": {
"host": "127.0.0.1",
"port": 1880
},
"providers": [
"HomeAssistant",
"NodeRED"
]
}
}
```
<!-- pyml enable line-length -->
### Common settings for the NodeRED adapter
The Node-RED adapter sends to HTTP IN nodes.
This is the example flow:
[HTTP In \\<URL\\>] -> [Function (parse payload)] -> [Debug] -> [HTTP Response]
There are two URLs that are used:
- GET /eos/data_aquisition
The GET is issued before the optimization.
- POST /eos/control_dispatch
The POST is issued after the optimization.
<!-- pyml disable line-length -->
:::{table} adapter::nodered
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"adapter": {
"nodered": {
"host": "127.0.0.1",
"port": 1880
}
}
}
```
<!-- pyml enable line-length -->
### Common settings for the home assistant adapter
<!-- pyml disable line-length -->
:::{table} adapter::homeassistant
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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 | `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 | `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 | `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 | `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'. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"adapter": {
"homeassistant": {
"config_entity_ids": {
"devices/batteries/0/capacity_wh": "sensor.battery1_capacity"
},
"load_emr_entity_ids": [
"sensor.load_energy_total_kwh"
],
"grid_export_emr_entity_ids": [
"sensor.grid_export_energy_total_kwh"
],
"grid_import_emr_entity_ids": [
"sensor.grid_import_energy_total_kwh"
],
"pv_production_emr_entity_ids": [
"sensor.pv_energy_total_kwh"
],
"device_measurement_entity_ids": {
"ev11_soc_factor": "sensor.ev11_soc_factor",
"battery1_soc_factor": "sensor.battery1_soc_factor"
},
"device_instruction_entity_ids": [
"sensor.eos_battery1"
],
"solution_entity_ids": [
"sensor.eos_battery1_idle_mode_mode"
]
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"adapter": {
"homeassistant": {
"config_entity_ids": {
"devices/batteries/0/capacity_wh": "sensor.battery1_capacity"
},
"load_emr_entity_ids": [
"sensor.load_energy_total_kwh"
],
"grid_export_emr_entity_ids": [
"sensor.grid_export_energy_total_kwh"
],
"grid_import_emr_entity_ids": [
"sensor.grid_import_energy_total_kwh"
],
"pv_production_emr_entity_ids": [
"sensor.pv_energy_total_kwh"
],
"device_measurement_entity_ids": {
"ev11_soc_factor": "sensor.ev11_soc_factor",
"battery1_soc_factor": "sensor.battery1_soc_factor"
},
"device_instruction_entity_ids": [
"sensor.eos_battery1"
],
"solution_entity_ids": [
"sensor.eos_battery1_idle_mode_mode"
],
"homeassistant_entity_ids": [],
"eos_solution_entity_ids": [],
"eos_device_instruction_entity_ids": []
}
}
}
```
<!-- pyml enable line-length -->

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## Cache Configuration
<!-- pyml disable line-length -->
:::{table} cache
:widths: 10 20 10 5 5 30
:align: left
| 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` | `Optional[pathlib.Path]` | `rw` | `cache` | Sub-path for the EOS cache data directory. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"cache": {
"subpath": "cache",
"cleanup_interval": 300.0
}
}
```
<!-- pyml enable line-length -->

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## Configuration model for database settings
Attributes:
provider: Optional provider identifier (e.g. "LMDB").
max_records_in_memory: Maximum records kept in memory before auto-save.
auto_save: Whether to auto-save when threshold exceeded.
batch_size: Batch size for batch operations.
<!-- pyml disable line-length -->
:::{table} database
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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` | `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` | `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` | `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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"database": {
"provider": "LMDB",
"compression_level": 0,
"initial_load_window_h": 48,
"keep_duration_h": 48,
"autosave_interval_sec": 5,
"compaction_interval_sec": 604800,
"batch_size": 100
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"database": {
"provider": "LMDB",
"compression_level": 0,
"initial_load_window_h": 48,
"keep_duration_h": 48,
"autosave_interval_sec": 5,
"compaction_interval_sec": 604800,
"batch_size": 100,
"providers": [
"LMDB",
"SQLite",
"NoDB"
]
}
}
```
<!-- pyml enable line-length -->

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## Base configuration for devices simulation settings
<!-- pyml disable line-length -->
:::{table} devices
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"batteries": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.0,
"max_charge_power_w": 5000,
"min_charge_power_w": 50,
"charge_rates": [
0.0,
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9,
1.0
],
"min_soc_percentage": 0,
"max_soc_percentage": 100
}
],
"max_batteries": 1,
"electric_vehicles": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.0,
"max_charge_power_w": 5000,
"min_charge_power_w": 50,
"charge_rates": [
0.0,
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9,
1.0
],
"min_soc_percentage": 0,
"max_soc_percentage": 100
}
],
"max_electric_vehicles": 1,
"inverters": [],
"max_inverters": 1,
"home_appliances": [],
"max_home_appliances": 1
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"batteries": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.0,
"max_charge_power_w": 5000,
"min_charge_power_w": 50,
"charge_rates": [
0.0,
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9,
1.0
],
"min_soc_percentage": 0,
"max_soc_percentage": 100,
"measurement_key_soc_factor": "battery1-soc-factor",
"measurement_key_power_l1_w": "battery1-power-l1-w",
"measurement_key_power_l2_w": "battery1-power-l2-w",
"measurement_key_power_l3_w": "battery1-power-l3-w",
"measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
"measurement_keys": [
"battery1-soc-factor",
"battery1-power-l1-w",
"battery1-power-l2-w",
"battery1-power-l3-w",
"battery1-power-3-phase-sym-w"
]
}
],
"max_batteries": 1,
"electric_vehicles": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.0,
"max_charge_power_w": 5000,
"min_charge_power_w": 50,
"charge_rates": [
0.0,
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9,
1.0
],
"min_soc_percentage": 0,
"max_soc_percentage": 100,
"measurement_key_soc_factor": "battery1-soc-factor",
"measurement_key_power_l1_w": "battery1-power-l1-w",
"measurement_key_power_l2_w": "battery1-power-l2-w",
"measurement_key_power_l3_w": "battery1-power-l3-w",
"measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
"measurement_keys": [
"battery1-soc-factor",
"battery1-power-l1-w",
"battery1-power-l2-w",
"battery1-power-l3-w",
"battery1-power-3-phase-sym-w"
]
}
],
"max_electric_vehicles": 1,
"inverters": [],
"max_inverters": 1,
"home_appliances": [],
"max_home_appliances": 1,
"measurement_keys": [
"battery1-soc-factor",
"battery1-power-l1-w",
"battery1-power-l2-w",
"battery1-power-l3-w",
"battery1-power-3-phase-sym-w",
"battery1-soc-factor",
"battery1-power-l1-w",
"battery1-power-l2-w",
"battery1-power-l3-w",
"battery1-power-3-phase-sym-w"
]
}
}
```
<!-- pyml enable line-length -->
### Inverter devices base settings
<!-- pyml disable line-length -->
:::{table} devices::inverters::list
:widths: 10 10 5 5 30
:align: left
| 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 | `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 | `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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"inverters": [
{
"device_id": "battery1",
"max_power_w": 10000.0,
"battery_id": null,
"ac_to_dc_efficiency": 0.95,
"dc_to_ac_efficiency": 0.95,
"max_ac_charge_power_w": null
}
]
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"inverters": [
{
"device_id": "battery1",
"max_power_w": 10000.0,
"battery_id": null,
"ac_to_dc_efficiency": 0.95,
"dc_to_ac_efficiency": 0.95,
"max_ac_charge_power_w": null,
"measurement_keys": []
}
]
}
}
```
<!-- pyml enable line-length -->
### Model defining a daily or date time window with optional localization support
Represents a time interval starting at `start_time` and lasting for `duration`.
Can restrict applicability to a specific day of the week or a specific calendar date.
Supports day names in multiple languages via locale-aware parsing.
Timezone contract:
``start_time`` is always **naive** (no ``tzinfo``). It is interpreted as a
local wall-clock time in whatever timezone the caller's ``date_time`` or
``reference_date`` carries. When those arguments are timezone-aware the
window boundaries are evaluated in that timezone; when they are naive,
arithmetic is performed as-is (no timezone conversion occurs).
``date``, being a calendar ``Date`` object, is inherently timezone-free.
This design avoids the ambiguity that arises when a stored ``start_time``
carries its own timezone that differs from the caller's timezone, and keeps
the model serialisable without timezone state.
<!-- pyml disable line-length -->
:::{table} devices::home_appliances::list::time_windows::windows::list
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| date | `Optional[pydantic_extra_types.pendulum_dt.Date]` | `rw` | `None` | Optional specific calendar date for the time window. Naive — matched against the local date of the datetime passed to contains(). Overrides `day_of_week` if set. |
| day_of_week | `Union[int, str, NoneType]` | `rw` | `None` | Optional day of the week restriction. Can be specified as integer (0=Monday to 6=Sunday) or localized weekday name. If None, applies every day unless `date` is set. |
| duration | `Duration` | `rw` | `required` | Duration of the time window starting from `start_time`. |
| locale | `Optional[str]` | `rw` | `None` | Locale used to parse weekday names in `day_of_week` when given as string. If not set, Pendulum's default locale is used. Examples: 'en', 'de', 'fr', etc. |
| start_time | `Time` | `rw` | `required` | Naive start time of the time window (time of day, no timezone). Interpreted in the timezone of the datetime passed to contains() or earliest_start_time(). |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"home_appliances": [
{
"time_windows": {
"windows": [
{
"start_time": "00:00:00.000000",
"duration": "2 hours",
"day_of_week": null,
"date": null,
"locale": null
}
]
}
}
]
}
}
```
<!-- pyml enable line-length -->
### Model representing a sequence of time windows with collective operations
Manages multiple TimeWindow objects and provides methods to work with them
as a cohesive unit for scheduling and availability checking.
<!-- pyml disable line-length -->
:::{table} devices::home_appliances::list::time_windows
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| windows | `list[akkudoktoreos.config.configabc.TimeWindow]` | `rw` | `required` | List of TimeWindow objects that make up this sequence. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"home_appliances": [
{
"time_windows": {
"windows": []
}
}
]
}
}
```
<!-- pyml enable line-length -->
### Home Appliance devices base settings
<!-- pyml disable line-length -->
:::{table} devices::home_appliances::list
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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 | `Optional[list[str]]` | `ro` | `N/A` | Measurement keys for the home appliance stati that are measurements. |
| time_windows | `Optional[akkudoktoreos.config.configabc.TimeWindowSequence]` | `rw` | `None` | Sequence of allowed time windows. Defaults to optimization general time window. |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"home_appliances": [
{
"device_id": "battery1",
"consumption_wh": 2000,
"duration_h": 1,
"time_windows": {
"windows": [
{
"start_time": "10:00:00.000000",
"duration": "2 hours",
"day_of_week": null,
"date": null,
"locale": null
}
]
}
}
]
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"home_appliances": [
{
"device_id": "battery1",
"consumption_wh": 2000,
"duration_h": 1,
"time_windows": {
"windows": [
{
"start_time": "10:00:00.000000",
"duration": "2 hours",
"day_of_week": null,
"date": null,
"locale": null
}
]
},
"measurement_keys": []
}
]
}
}
```
<!-- pyml enable line-length -->
### Battery devices base settings
<!-- pyml disable line-length -->
:::{table} devices::batteries::list
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| capacity_wh | `int` | `rw` | `8000` | Capacity [Wh]. |
| 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 | `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 | `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 |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"batteries": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.12,
"max_charge_power_w": 5000.0,
"min_charge_power_w": 50.0,
"charge_rates": [
0.0,
0.25,
0.5,
0.75,
1.0
],
"min_soc_percentage": 10,
"max_soc_percentage": 100
}
]
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"devices": {
"batteries": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.12,
"max_charge_power_w": 5000.0,
"min_charge_power_w": 50.0,
"charge_rates": [
0.0,
0.25,
0.5,
0.75,
1.0
],
"min_soc_percentage": 10,
"max_soc_percentage": 100,
"measurement_key_soc_factor": "battery1-soc-factor",
"measurement_key_power_l1_w": "battery1-power-l1-w",
"measurement_key_power_l2_w": "battery1-power-l2-w",
"measurement_key_power_l3_w": "battery1-power-l3-w",
"measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
"measurement_keys": [
"battery1-soc-factor",
"battery1-power-l1-w",
"battery1-power-l2-w",
"battery1-power-l3-w",
"battery1-power-3-phase-sym-w"
]
}
]
}
}
```
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## Electricity Price Prediction Configuration
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:::{table} elecprice
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| charges_kwh | `EOS_ELECPRICE__CHARGES_KWH` | `Optional[float]` | `rw` | `None` | Electricity price charges [€/kWh]. Will be added to variable market price. |
| elecpricefixed | `EOS_ELECPRICE__ELECPRICEFIXED` | `ElecPriceFixedCommonSettings` | `rw` | `required` | Fixed electricity price provider settings. |
| 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` | `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` | `Optional[float]` | `rw` | `1.19` | VAT rate factor applied to electricity price when charges are used. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"provider": "ElecPriceAkkudoktor",
"charges_kwh": 0.21,
"vat_rate": 1.19,
"elecpricefixed": {
"time_windows": {
"windows": []
}
},
"elecpriceimport": {
"import_file_path": null,
"import_json": null
},
"energycharts": {
"bidding_zone": "DE-LU"
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"provider": "ElecPriceAkkudoktor",
"charges_kwh": 0.21,
"vat_rate": 1.19,
"elecpricefixed": {
"time_windows": {
"windows": []
}
},
"elecpriceimport": {
"import_file_path": null,
"import_json": null
},
"energycharts": {
"bidding_zone": "DE-LU"
},
"providers": [
"ElecPriceAkkudoktor",
"ElecPriceEnergyCharts",
"ElecPriceFixed",
"ElecPriceImport"
]
}
}
```
<!-- pyml enable line-length -->
### Common settings for Energy Charts electricity price provider
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:::{table} elecprice::energycharts
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| bidding_zone | `<enum 'EnergyChartsBiddingZones'>` | `rw` | `DE-LU` | Bidding Zone: 'AT', 'BE', 'CH', 'CZ', 'DE-LU', 'DE-AT-LU', 'DK1', 'DK2', 'FR', 'HU', 'IT-NORTH', 'NL', 'NO2', 'PL', 'SE4' or 'SI' |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"energycharts": {
"bidding_zone": "AT"
}
}
}
```
<!-- pyml enable line-length -->
### Common settings for elecprice data import from file or JSON String
<!-- pyml disable line-length -->
:::{table} elecprice::elecpriceimport
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"elecpriceimport": {
"import_file_path": null,
"import_json": "{\"elecprice_marketprice_wh\": [0.0003384, 0.0003318, 0.0003284]}"
}
}
}
```
<!-- pyml enable line-length -->
### Value applicable during a specific time window
This model extends `TimeWindow` by associating a value with the defined time interval.
<!-- pyml disable line-length -->
:::{table} elecprice::elecpricefixed::time_windows::windows::list
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| date | `Optional[pydantic_extra_types.pendulum_dt.Date]` | `rw` | `None` | Optional specific calendar date for the time window. Naive — matched against the local date of the datetime passed to contains(). Overrides `day_of_week` if set. |
| day_of_week | `Union[int, str, NoneType]` | `rw` | `None` | Optional day of the week restriction. Can be specified as integer (0=Monday to 6=Sunday) or localized weekday name. If None, applies every day unless `date` is set. |
| duration | `Duration` | `rw` | `required` | Duration of the time window starting from `start_time`. |
| locale | `Optional[str]` | `rw` | `None` | Locale used to parse weekday names in `day_of_week` when given as string. If not set, Pendulum's default locale is used. Examples: 'en', 'de', 'fr', etc. |
| start_time | `Time` | `rw` | `required` | Naive start time of the time window (time of day, no timezone). Interpreted in the timezone of the datetime passed to contains() or earliest_start_time(). |
| value | `Optional[float]` | `rw` | `None` | Value applicable during this time window. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"elecpricefixed": {
"time_windows": {
"windows": [
{
"start_time": "00:00:00.000000",
"duration": "2 hours",
"day_of_week": null,
"date": null,
"locale": null,
"value": 0.288
}
]
}
}
}
}
```
<!-- pyml enable line-length -->
### Sequence of value time windows
This model specializes `TimeWindowSequence` to ensure that all
contained windows are instances of `ValueTimeWindow`.
It provides the full set of sequence operations (containment checks,
availability, start time calculations) for value windows.
<!-- pyml disable line-length -->
:::{table} elecprice::elecpricefixed::time_windows
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| windows | `list[akkudoktoreos.config.configabc.ValueTimeWindow]` | `rw` | `required` | Ordered list of value time windows. Each window defines a time interval and an associated value. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"elecpricefixed": {
"time_windows": {
"windows": []
}
}
}
}
```
<!-- pyml enable line-length -->
### Common configuration settings for fixed electricity pricing
This model defines a fixed electricity price schedule using a sequence
of time windows. Each window specifies a time interval and the electricity
price applicable during that interval.
<!-- pyml disable line-length -->
:::{table} elecprice::elecpricefixed
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| time_windows | `ValueTimeWindowSequence` | `rw` | `required` | Sequence of time windows defining the fixed price schedule. If not provided, no fixed pricing is applied. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"elecprice": {
"elecpricefixed": {
"time_windows": {
"windows": [
{
"start_time": "00:00:00.000000",
"duration": "8 hours",
"day_of_week": null,
"date": null,
"locale": null,
"value": 0.288
},
{
"start_time": "08:00:00.000000",
"duration": "16 hours",
"day_of_week": null,
"date": null,
"locale": null,
"value": 0.34
}
]
}
}
}
}
```
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## Energy Management Configuration
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:::{table} ems
:widths: 10 20 10 5 5 30
:align: left
| 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` | `<enum 'EnergyManagementMode'>` | `rw` | `required` | Energy management mode [DISABLED | OPTIMIZATION | PREDICTION]. |
| startup_delay | `EOS_EMS__STARTUP_DELAY` | `float` | `rw` | `5` | Startup delay in seconds for EOS energy management runs. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"ems": {
"startup_delay": 5.0,
"interval": 300.0,
"mode": "OPTIMIZATION"
}
}
```
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## Full example Config
<!-- pyml disable line-length -->
```json
{
"adapter": {
"provider": [
"HomeAssistant"
],
"homeassistant": {
"config_entity_ids": null,
"load_emr_entity_ids": null,
"grid_export_emr_entity_ids": null,
"grid_import_emr_entity_ids": null,
"pv_production_emr_entity_ids": null,
"device_measurement_entity_ids": null,
"device_instruction_entity_ids": null,
"solution_entity_ids": null
},
"nodered": {
"host": "127.0.0.1",
"port": 1880
}
},
"cache": {
"subpath": "cache",
"cleanup_interval": 300.0
},
"database": {
"provider": "LMDB",
"compression_level": 0,
"initial_load_window_h": 48,
"keep_duration_h": 48,
"autosave_interval_sec": 5,
"compaction_interval_sec": 604800,
"batch_size": 100
},
"devices": {
"batteries": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.0,
"max_charge_power_w": 5000,
"min_charge_power_w": 50,
"charge_rates": [
0.0,
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9,
1.0
],
"min_soc_percentage": 0,
"max_soc_percentage": 100
}
],
"max_batteries": 1,
"electric_vehicles": [
{
"device_id": "battery1",
"capacity_wh": 8000,
"charging_efficiency": 0.88,
"discharging_efficiency": 0.88,
"levelized_cost_of_storage_kwh": 0.0,
"max_charge_power_w": 5000,
"min_charge_power_w": 50,
"charge_rates": [
0.0,
0.1,
0.2,
0.3,
0.4,
0.5,
0.6,
0.7,
0.8,
0.9,
1.0
],
"min_soc_percentage": 0,
"max_soc_percentage": 100
}
],
"max_electric_vehicles": 1,
"inverters": [],
"max_inverters": 1,
"home_appliances": [],
"max_home_appliances": 1
},
"elecprice": {
"provider": "ElecPriceAkkudoktor",
"charges_kwh": 0.21,
"vat_rate": 1.19,
"elecpricefixed": {
"time_windows": {
"windows": []
}
},
"elecpriceimport": {
"import_file_path": null,
"import_json": null
},
"energycharts": {
"bidding_zone": "DE-LU"
}
},
"ems": {
"startup_delay": 5.0,
"interval": 300.0,
"mode": "OPTIMIZATION"
},
"feedintariff": {
"provider": "FeedInTariffFixed",
"provider_settings": {
"FeedInTariffFixed": null,
"FeedInTariffImport": null
}
},
"general": {
"config_save_mode": "AUTOMATIC",
"config_save_interval_sec": 60,
"version": "0.0.0",
"data_folder_path": "/home/user/.local/share/net.akkudoktoreos.net",
"data_output_subpath": "output",
"latitude": 52.52,
"longitude": 13.405
},
"load": {
"provider": "LoadAkkudoktor",
"loadakkudoktor": {
"loadakkudoktor_year_energy_kwh": null
},
"loadvrm": {
"load_vrm_token": "your-token",
"load_vrm_idsite": 12345
},
"loadimport": {
"import_file_path": null,
"import_json": null
}
},
"logging": {
"console_level": "TRACE",
"file_level": "TRACE"
},
"measurement": {
"historic_hours": 17520,
"load_emr_keys": [
"load0_emr"
],
"grid_export_emr_keys": [
"grid_export_emr"
],
"grid_import_emr_keys": [
"grid_import_emr"
],
"pv_production_emr_keys": [
"pv1_emr"
]
},
"optimization": {
"horizon_hours": 24,
"interval": 3600,
"algorithm": "GENETIC",
"genetic": {
"individuals": 400,
"generations": 400,
"seed": null,
"penalties": {
"ev_soc_miss": 10
}
}
},
"prediction": {
"hours": 48,
"historic_hours": 48
},
"pvforecast": {
"provider": "PVForecastAkkudoktor",
"provider_settings": {
"PVForecastImport": null,
"PVForecastVrm": null
},
"planes": [
{
"surface_tilt": 10.0,
"surface_azimuth": 180.0,
"userhorizon": [
10.0,
20.0,
30.0
],
"peakpower": 5.0,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 0,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 6000,
"modules_per_string": 20,
"strings_per_inverter": 2
},
{
"surface_tilt": 20.0,
"surface_azimuth": 90.0,
"userhorizon": [
5.0,
15.0,
25.0
],
"peakpower": 3.5,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 1,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 4000,
"modules_per_string": 20,
"strings_per_inverter": 2
}
],
"max_planes": 1
},
"server": {
"host": "127.0.0.1",
"port": 8503,
"verbose": false,
"startup_eosdash": true,
"eosdash_host": "127.0.0.1",
"eosdash_port": 8504,
"eosdash_supervise_interval_sec": 10,
"run_as_user": null,
"reload": true
},
"utils": {},
"weather": {
"provider": "WeatherImport",
"provider_settings": {
"WeatherImport": null
}
}
}
```
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## Feed In Tariff Prediction Configuration
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:::{table} feedintariff
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
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<!-- pyml disable line-length -->
```json
{
"feedintariff": {
"provider": "FeedInTariffFixed",
"provider_settings": {
"FeedInTariffFixed": null,
"FeedInTariffImport": null
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"feedintariff": {
"provider": "FeedInTariffFixed",
"provider_settings": {
"FeedInTariffFixed": null,
"FeedInTariffImport": null
},
"providers": [
"FeedInTariffFixed",
"FeedInTariffImport"
]
}
}
```
<!-- pyml enable line-length -->
### Common settings for feed in tariff data import from file or JSON string
<!-- pyml disable line-length -->
:::{table} feedintariff::provider_settings::FeedInTariffImport
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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. |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
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```json
{
"feedintariff": {
"provider_settings": {
"FeedInTariffImport": {
"import_file_path": null,
"import_json": "{\"fead_in_tariff_wh\": [0.000078, 0.000078, 0.000023]}"
}
}
}
}
```
<!-- pyml enable line-length -->
### Common settings for elecprice fixed price
<!-- pyml disable line-length -->
:::{table} feedintariff::provider_settings::FeedInTariffFixed
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| feed_in_tariff_kwh | `Optional[float]` | `rw` | `None` | Electricity price feed in tariff [€/kWH]. |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"feedintariff": {
"provider_settings": {
"FeedInTariffFixed": {
"feed_in_tariff_kwh": 0.078
}
}
}
}
```
<!-- pyml enable line-length -->
### Feed In Tariff Prediction Provider Configuration
<!-- pyml disable line-length -->
:::{table} feedintariff::provider_settings
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| FeedInTariffFixed | `Optional[akkudoktoreos.prediction.feedintarifffixed.FeedInTariffFixedCommonSettings]` | `rw` | `None` | FeedInTariffFixed settings |
| FeedInTariffImport | `Optional[akkudoktoreos.prediction.feedintariffimport.FeedInTariffImportCommonSettings]` | `rw` | `None` | FeedInTariffImport settings |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"feedintariff": {
"provider_settings": {
"FeedInTariffFixed": null,
"FeedInTariffImport": null
}
}
}
```
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## General settings
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:::{table} general
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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. |
| config_save_interval_sec | `EOS_GENERAL__CONFIG_SAVE_INTERVAL_SEC` | `int` | `rw` | `60` | Automatic configuration file saving interval [seconds]. |
| config_save_mode | `EOS_GENERAL__CONFIG_SAVE_MODE` | `<enum 'ConfigSaveMode'>` | `rw` | `AUTOMATIC` | Configuration file save mode for configuration changes ['MANUAL', 'AUTOMATIC']. Defaults to 'AUTOMATIC'. |
| data_folder_path | `EOS_GENERAL__DATA_FOLDER_PATH` | `Path` | `rw` | `required` | Path to EOS 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` | `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` | `Optional[str]` | `rw` | `None` | Configuration file version. |
:::
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**Example Input**
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<!-- pyml disable line-length -->
```json
{
"general": {
"config_save_mode": "AUTOMATIC",
"config_save_interval_sec": 60,
"version": "0.0.0",
"data_folder_path": "/home/user/.local/share/net.akkudoktoreos.net",
"data_output_subpath": "output",
"latitude": 52.52,
"longitude": 13.405
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"general": {
"config_save_mode": "AUTOMATIC",
"config_save_interval_sec": 60,
"version": "0.0.0",
"data_folder_path": "/home/user/.local/share/net.akkudoktoreos.net",
"data_output_subpath": "output",
"latitude": 52.52,
"longitude": 13.405,
"timezone": "Europe/Berlin",
"data_output_path": "/home/user/.local/share/net.akkudoktoreos.net/output",
"config_folder_path": "/home/user/.config/net.akkudoktoreos.net",
"config_file_path": "/home/user/.config/net.akkudoktoreos.net/EOS.config.json"
}
}
```
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## Load Prediction Configuration
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:::{table} load
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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` | `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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"load": {
"provider": "LoadAkkudoktor",
"loadakkudoktor": {
"loadakkudoktor_year_energy_kwh": null
},
"loadvrm": {
"load_vrm_token": "your-token",
"load_vrm_idsite": 12345
},
"loadimport": {
"import_file_path": null,
"import_json": null
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"load": {
"provider": "LoadAkkudoktor",
"loadakkudoktor": {
"loadakkudoktor_year_energy_kwh": null
},
"loadvrm": {
"load_vrm_token": "your-token",
"load_vrm_idsite": 12345
},
"loadimport": {
"import_file_path": null,
"import_json": null
},
"providers": [
"LoadAkkudoktor",
"LoadAkkudoktorAdjusted",
"LoadVrm",
"LoadImport"
]
}
}
```
<!-- pyml enable line-length -->
### Common settings for load forecast VRM API
<!-- pyml disable line-length -->
:::{table} load::loadvrm
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| load_vrm_idsite | `int` | `rw` | `12345` | VRM-Installation-ID |
| load_vrm_token | `str` | `rw` | `your-token` | Token for Connecting VRM API |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"load": {
"loadvrm": {
"load_vrm_token": "your-token",
"load_vrm_idsite": 12345
}
}
}
```
<!-- pyml enable line-length -->
### Common settings for load data import from file or JSON string
<!-- pyml disable line-length -->
:::{table} load::loadimport
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"load": {
"loadimport": {
"import_file_path": null,
"import_json": "{\"loadforecast_power_w\": [676.71, 876.19, 527.13]}"
}
}
}
```
<!-- pyml enable line-length -->
### Common settings for load data import from file
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:::{table} load::loadakkudoktor
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| loadakkudoktor_year_energy_kwh | `Optional[float]` | `rw` | `None` | Yearly energy consumption (kWh). |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"load": {
"loadakkudoktor": {
"loadakkudoktor_year_energy_kwh": 40421.0
}
}
}
```
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## Logging Configuration
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:::{table} logging
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"logging": {
"console_level": "TRACE",
"file_level": "TRACE"
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"logging": {
"console_level": "TRACE",
"file_level": "TRACE",
"file_path": "/home/user/.local/share/net.akkudoktor.eos/output/eos.log"
}
}
```
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## Measurement Configuration
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:::{table} measurement
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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` | `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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"measurement": {
"historic_hours": 17520,
"load_emr_keys": [
"load0_emr"
],
"grid_export_emr_keys": [
"grid_export_emr"
],
"grid_import_emr_keys": [
"grid_import_emr"
],
"pv_production_emr_keys": [
"pv1_emr"
]
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"measurement": {
"historic_hours": 17520,
"load_emr_keys": [
"load0_emr"
],
"grid_export_emr_keys": [
"grid_export_emr"
],
"grid_import_emr_keys": [
"grid_import_emr"
],
"pv_production_emr_keys": [
"pv1_emr"
],
"keys": [
"grid_export_emr",
"grid_import_emr",
"load0_emr",
"pv1_emr"
]
}
}
```
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## General Optimization Configuration
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:::{table} optimization
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| algorithm | `EOS_OPTIMIZATION__ALGORITHM` | `str` | `rw` | `GENETIC` | The optimization algorithm. Defaults to GENETIC |
| genetic | `EOS_OPTIMIZATION__GENETIC` | `GeneticCommonSettings` | `rw` | `required` | Genetic optimization algorithm configuration. |
| horizon | | `int` | `ro` | `N/A` | Number of optimization steps. |
| horizon_hours | `EOS_OPTIMIZATION__HORIZON_HOURS` | `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` | `int` | `rw` | `3600` | The optimization interval [sec]. Defaults to 3600 seconds (1 hour) |
| keys | | `list[str]` | `ro` | `N/A` | The keys of the solution. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"optimization": {
"horizon_hours": 24,
"interval": 3600,
"algorithm": "GENETIC",
"genetic": {
"individuals": 400,
"generations": 400,
"seed": null,
"penalties": {
"ev_soc_miss": 10
}
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"optimization": {
"horizon_hours": 24,
"interval": 3600,
"algorithm": "GENETIC",
"genetic": {
"individuals": 400,
"generations": 400,
"seed": null,
"penalties": {
"ev_soc_miss": 10
}
},
"keys": [],
"horizon": 24
}
}
```
<!-- pyml enable line-length -->
### General Genetic Optimization Algorithm Configuration
<!-- pyml disable line-length -->
:::{table} optimization::genetic
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| generations | `Optional[int]` | `rw` | `400` | Number of generations to evolve [>= 10]. Defaults to 400. |
| individuals | `Optional[int]` | `rw` | `300` | Number of individuals (solutions) in the population [>= 10]. Defaults to 300. |
| penalties | `dict[str, Union[float, int, str]]` | `rw` | `required` | Penalty parameters used in fitness evaluation. |
| seed | `Optional[int]` | `rw` | `None` | Random seed for reproducibility. None = random. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"optimization": {
"genetic": {
"individuals": 300,
"generations": 400,
"seed": null,
"penalties": {
"ev_soc_miss": 10
}
}
}
}
```
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## General Prediction Configuration
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:::{table} prediction
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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 -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"prediction": {
"hours": 48,
"historic_hours": 48
}
}
```
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## PV Forecast Configuration
<!-- pyml disable line-length -->
:::{table} pvforecast
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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` | `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. |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"pvforecast": {
"provider": "PVForecastAkkudoktor",
"provider_settings": {
"PVForecastImport": null,
"PVForecastVrm": null
},
"planes": [
{
"surface_tilt": 10.0,
"surface_azimuth": 180.0,
"userhorizon": [
10.0,
20.0,
30.0
],
"peakpower": 5.0,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 0,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 6000,
"modules_per_string": 20,
"strings_per_inverter": 2
},
{
"surface_tilt": 20.0,
"surface_azimuth": 90.0,
"userhorizon": [
5.0,
15.0,
25.0
],
"peakpower": 3.5,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 1,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 4000,
"modules_per_string": 20,
"strings_per_inverter": 2
}
],
"max_planes": 1
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"pvforecast": {
"provider": "PVForecastAkkudoktor",
"provider_settings": {
"PVForecastImport": null,
"PVForecastVrm": null
},
"planes": [
{
"surface_tilt": 10.0,
"surface_azimuth": 180.0,
"userhorizon": [
10.0,
20.0,
30.0
],
"peakpower": 5.0,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 0,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 6000,
"modules_per_string": 20,
"strings_per_inverter": 2
},
{
"surface_tilt": 20.0,
"surface_azimuth": 90.0,
"userhorizon": [
5.0,
15.0,
25.0
],
"peakpower": 3.5,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 1,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 4000,
"modules_per_string": 20,
"strings_per_inverter": 2
}
],
"max_planes": 1,
"providers": [
"PVForecastAkkudoktor",
"PVForecastVrm",
"PVForecastImport"
],
"planes_peakpower": [
5.0,
3.5
],
"planes_azimuth": [
180.0,
90.0
],
"planes_tilt": [
10.0,
20.0
],
"planes_userhorizon": [
[
10.0,
20.0,
30.0
],
[
5.0,
15.0,
25.0
]
],
"planes_inverter_paco": [
6000.0,
4000.0
]
}
}
```
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### Common settings for PV forecast VRM API
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:::{table} pvforecast::provider_settings::PVForecastVrm
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| pvforecast_vrm_idsite | `int` | `rw` | `12345` | VRM-Installation-ID |
| pvforecast_vrm_token | `str` | `rw` | `your-token` | Token for Connecting VRM API |
:::
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**Example Input/Output**
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```json
{
"pvforecast": {
"provider_settings": {
"PVForecastVrm": {
"pvforecast_vrm_token": "your-token",
"pvforecast_vrm_idsite": 12345
}
}
}
}
```
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### Common settings for pvforecast data import from file or JSON string
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:::{table} pvforecast::provider_settings::PVForecastImport
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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. |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
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```json
{
"pvforecast": {
"provider_settings": {
"PVForecastImport": {
"import_file_path": null,
"import_json": "{\"pvforecast_ac_power\": [0, 8.05, 352.91]}"
}
}
}
}
```
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### PV Forecast Provider Configuration
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:::{table} pvforecast::provider_settings
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| PVForecastImport | `Optional[akkudoktoreos.prediction.pvforecastimport.PVForecastImportCommonSettings]` | `rw` | `None` | PVForecastImport settings |
| PVForecastVrm | `Optional[akkudoktoreos.prediction.pvforecastvrm.PVForecastVrmCommonSettings]` | `rw` | `None` | PVForecastVrm settings |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"pvforecast": {
"provider_settings": {
"PVForecastImport": null,
"PVForecastVrm": null
}
}
}
```
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### PV Forecast Plane Configuration
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:::{table} pvforecast::planes::list
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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. |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
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<!-- pyml disable line-length -->
```json
{
"pvforecast": {
"planes": [
{
"surface_tilt": 10.0,
"surface_azimuth": 180.0,
"userhorizon": [
10.0,
20.0,
30.0
],
"peakpower": 5.0,
"pvtechchoice": "crystSi",
"mountingplace": "free",
"loss": 14.0,
"trackingtype": 0,
"optimal_surface_tilt": false,
"optimalangles": false,
"albedo": null,
"module_model": null,
"inverter_model": null,
"inverter_paco": 6000,
"modules_per_string": 20,
"strings_per_inverter": 2
}
]
}
}
```
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## Server Configuration
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:::{table} server
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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. |
| reload | `EOS_SERVER__RELOAD` | `Optional[bool]` | `rw` | `False` | Enable server auto-reload for debugging or development. Default is False. Monitors the package directory for changes and reloads the server. |
| run_as_user | `EOS_SERVER__RUN_AS_USER` | `Optional[str]` | `rw` | `None` | The name of the target user to switch to. If ``None`` (default), the current effective user is used and no privilege change is attempted. |
| 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 |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
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<!-- pyml disable line-length -->
```json
{
"server": {
"host": "127.0.0.1",
"port": 8503,
"verbose": false,
"startup_eosdash": true,
"eosdash_host": "127.0.0.1",
"eosdash_port": 8504,
"eosdash_supervise_interval_sec": 10,
"run_as_user": null,
"reload": true
}
}
```
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## Utils Configuration
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:::{table} utils
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"utils": {}
}
```
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## Weather Forecast Configuration
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:::{table} weather
:widths: 10 20 10 5 5 30
:align: left
| Name | Environment Variable | Type | Read-Only | Default | Description |
| ---- | -------------------- | ---- | --------- | ------- | ----------- |
| 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. |
:::
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**Example Input**
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<!-- pyml disable line-length -->
```json
{
"weather": {
"provider": "WeatherImport",
"provider_settings": {
"WeatherImport": null
}
}
}
```
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"weather": {
"provider": "WeatherImport",
"provider_settings": {
"WeatherImport": null
},
"providers": [
"BrightSky",
"ClearOutside",
"OpenMeteo",
"WeatherImport"
]
}
}
```
<!-- pyml enable line-length -->
### Common settings for weather data import from file or JSON string
<!-- pyml disable line-length -->
:::{table} weather::provider_settings::WeatherImport
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| 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. |
:::
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<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"weather": {
"provider_settings": {
"WeatherImport": {
"import_file_path": null,
"import_json": "{\"weather_temp_air\": [18.3, 17.8, 16.9]}"
}
}
}
}
```
<!-- pyml enable line-length -->
### Weather Forecast Provider Configuration
<!-- pyml disable line-length -->
:::{table} weather::provider_settings
:widths: 10 10 5 5 30
:align: left
| Name | Type | Read-Only | Default | Description |
| ---- | ---- | --------- | ------- | ----------- |
| WeatherImport | `Optional[akkudoktoreos.prediction.weatherimport.WeatherImportCommonSettings]` | `rw` | `None` | WeatherImport settings |
:::
<!-- pyml enable line-length -->
<!-- pyml disable no-emphasis-as-heading -->
**Example Input/Output**
<!-- pyml enable no-emphasis-as-heading -->
<!-- pyml disable line-length -->
```json
{
"weather": {
"provider_settings": {
"WeatherImport": null
}
}
}
```
<!-- pyml enable line-length -->

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