|
| 1 | +# License: MIT |
| 2 | +# Copyright © 2025 Frequenz Energy-as-a-Service GmbH |
| 3 | + |
| 4 | +# Type hints for the component graph module. |
| 5 | + |
| 6 | +"""A graph representation of the electrical components in a microgrid.""" |
| 7 | + |
| 8 | +from collections.abc import Iterable, Set |
| 9 | +from typing import Generic, Protocol, TypeVar |
| 10 | + |
| 11 | +class InvalidGraphError(Exception): |
| 12 | + """Exception type that will be thrown if graph data is not valid.""" |
| 13 | + |
| 14 | +class FormulaGenerationError(Exception): |
| 15 | + """Encountered during formula generation from the component graph.""" |
| 16 | + |
| 17 | +class ComponentGraphConfig: |
| 18 | + """Configuration for the component graph.""" |
| 19 | + |
| 20 | + def __init__( |
| 21 | + self, |
| 22 | + allow_component_validation_failures: bool = False, |
| 23 | + allow_unconnected_components: bool = False, |
| 24 | + allow_unspecified_inverters: bool = False, |
| 25 | + disable_fallback_components: bool = False, |
| 26 | + ) -> None: |
| 27 | + """Initialize this instance. |
| 28 | +
|
| 29 | + Args: |
| 30 | + allow_component_validation_failures: Whether to allow validation errors on |
| 31 | + components. When this is `True`, the graph will be built even if there |
| 32 | + are validation errors on the components. |
| 33 | + allow_unconnected_components: Whether to allow unconnected components in the |
| 34 | + graph, that are not reachable from the root. |
| 35 | + allow_unspecified_inverters: Whether to allow untyped inverters in the |
| 36 | + graph. When this is `True`, inverters that have |
| 37 | + `InverterType::Unspecified` will be assumed to be Battery inverters. |
| 38 | + disable_fallback_components: Whether to disable fallback components in |
| 39 | + generated formulas. When this is `True`, the formulas will not include |
| 40 | + fallback components. |
| 41 | + """ |
| 42 | + |
| 43 | +class ComponentIdProtocol(Protocol): |
| 44 | + def __int__(self) -> int: |
| 45 | + """Get the integer representation of the Component ID.""" |
| 46 | + |
| 47 | +class ComponentProtocol(Protocol): |
| 48 | + @property |
| 49 | + def id(self) -> ComponentIdProtocol: |
| 50 | + """The Component ID""" |
| 51 | + |
| 52 | +class ConnectionProtocol(Protocol): |
| 53 | + @property |
| 54 | + def source(self) -> ComponentIdProtocol: |
| 55 | + """The ID of the component at the start of the connection.""" |
| 56 | + |
| 57 | + @property |
| 58 | + def destination(self) -> ComponentIdProtocol: |
| 59 | + """The ID of the component at the end of the connection.""" |
| 60 | + |
| 61 | +ComponentT = TypeVar("ComponentT", bound=ComponentProtocol) |
| 62 | +ConnectionT = TypeVar("ConnectionT", bound=ConnectionProtocol) |
| 63 | +ComponentIdT = TypeVar("ComponentIdT", bound=ComponentIdProtocol) |
| 64 | + |
| 65 | +class ComponentGraph(Generic[ComponentT, ConnectionT, ComponentIdT]): |
| 66 | + """A graph representation of the electrical components in a microgrid.""" |
| 67 | + |
| 68 | + def __init__( |
| 69 | + self, |
| 70 | + components: Iterable[ComponentT], |
| 71 | + connections: Iterable[ConnectionT], |
| 72 | + config: ComponentGraphConfig = ComponentGraphConfig(), |
| 73 | + ) -> None: |
| 74 | + """Initialize this instance. |
| 75 | +
|
| 76 | + Args: |
| 77 | + components: The list of components to build the graph with. |
| 78 | + connections: The list of connections between the components. |
| 79 | + config: The configuration for the component graph. |
| 80 | +
|
| 81 | + Raises: |
| 82 | + InvalidGraphError: if a valid graph cannot be constructed from the given |
| 83 | + components and connections, based on the given configs. |
| 84 | + """ |
| 85 | + |
| 86 | + def component(self, component_id: ComponentIdT) -> ComponentT: |
| 87 | + """Fetch the component with the specified `component_id`. |
| 88 | +
|
| 89 | + Args: |
| 90 | + component_id: The id of the component to look for. |
| 91 | +
|
| 92 | + Returns: |
| 93 | + The component with the given id. |
| 94 | +
|
| 95 | + Raises: |
| 96 | + ValueError: if no component exists with the given ID. |
| 97 | + """ |
| 98 | + |
| 99 | + def components( |
| 100 | + self, |
| 101 | + matching_ids: Iterable[ComponentIdT] | ComponentIdT | None = None, |
| 102 | + matching_types: Iterable[type[ComponentT]] | type[ComponentT] | None = None, |
| 103 | + ) -> set[ComponentT]: |
| 104 | + """Fetch all components in this graph. |
| 105 | +
|
| 106 | + Returns: |
| 107 | + A set of all components in this graph. |
| 108 | + """ |
| 109 | + |
| 110 | + def connections(self) -> Set[ConnectionT]: |
| 111 | + """Fetch all connections in this graph. |
| 112 | +
|
| 113 | + Returns: |
| 114 | + A set of all connections in this graph. |
| 115 | + """ |
| 116 | + |
| 117 | + def predecessors(self, component_id: ComponentIdT) -> Set[ComponentT]: |
| 118 | + """Fetch all predecessors of the specified component ID. |
| 119 | +
|
| 120 | + Args: |
| 121 | + component_id: ID of the component whose predecessors should be fetched. |
| 122 | +
|
| 123 | + Returns: |
| 124 | + A set of components that are predecessors of the given component ID. |
| 125 | +
|
| 126 | + Raises: |
| 127 | + ValueError: if no component exists with the given ID. |
| 128 | + """ |
| 129 | + |
| 130 | + def successors(self, component_id: ComponentIdT) -> Set[ComponentT]: |
| 131 | + """Fetch all successors of the specified component ID. |
| 132 | +
|
| 133 | + Args: |
| 134 | + component_id: ID of the component whose successors should be fetched. |
| 135 | +
|
| 136 | + Returns: |
| 137 | + A set of components that are successors of the given component ID. |
| 138 | +
|
| 139 | + Raises: |
| 140 | + ValueError: if no component exists with the given ID. |
| 141 | + """ |
| 142 | + |
| 143 | + def is_pv_meter(self, component_id: ComponentIdT) -> bool: |
| 144 | + """Check if the specified component is a PV meter. |
| 145 | +
|
| 146 | + A meter is identified as a PV meter if: |
| 147 | + - it has at least one successor, |
| 148 | + - all its successors are PV inverters. |
| 149 | +
|
| 150 | + Args: |
| 151 | + component_id: ID of the component to check. |
| 152 | +
|
| 153 | + Returns: |
| 154 | + Whether the specified component is a PV meter. |
| 155 | +
|
| 156 | + Raises: |
| 157 | + ValueError: if no component exists with the given ID. |
| 158 | + """ |
| 159 | + |
| 160 | + def is_battery_meter(self, component_id: ComponentIdT) -> bool: |
| 161 | + """Check if the specified component is a battery meter. |
| 162 | +
|
| 163 | + A meter is identified as a battery meter if: |
| 164 | + - it has at least one successor, |
| 165 | + - all its successors are battery inverters. |
| 166 | +
|
| 167 | + Args: |
| 168 | + component_id: ID of the component to check. |
| 169 | +
|
| 170 | + Returns: |
| 171 | + Whether the specified component is a battery meter. |
| 172 | +
|
| 173 | + Raises: |
| 174 | + ValueError: if no component exists with the given ID. |
| 175 | + """ |
| 176 | + |
| 177 | + def is_ev_charger_meter(self, component_id: ComponentIdT) -> bool: |
| 178 | + """Check if the specified component is an EV charger meter. |
| 179 | +
|
| 180 | + A meter is identified as an EV charger meter if |
| 181 | + - it has at least one successor, |
| 182 | + - all its successors are EV chargers. |
| 183 | +
|
| 184 | + Args: |
| 185 | + component_id: ID of the component to check. |
| 186 | +
|
| 187 | + Returns: |
| 188 | + Whether the specified component is an EV charger meter. |
| 189 | +
|
| 190 | + Raises: |
| 191 | + ValueError: if no component exists with the given ID. |
| 192 | + """ |
| 193 | + |
| 194 | + def is_chp_meter(self, component_id: ComponentIdT) -> bool: |
| 195 | + """Check if the specified component is a CHP meter. |
| 196 | +
|
| 197 | + A meter is identified as a CHP meter if |
| 198 | + - it has at least one successor, |
| 199 | + - all its successors are CHPs. |
| 200 | +
|
| 201 | + Args: |
| 202 | + component_id: ID of the component to check. |
| 203 | +
|
| 204 | + Returns: |
| 205 | + Whether the specified component is a CHP meter. |
| 206 | +
|
| 207 | + Raises: |
| 208 | + ValueError: if no component exists with the given ID. |
| 209 | + """ |
| 210 | + |
| 211 | + def consumer_formula(self) -> str: |
| 212 | + """Generate the consumer formula for this component graph. |
| 213 | +
|
| 214 | + Returns: |
| 215 | + The consumer formula as a string. |
| 216 | + """ |
| 217 | + |
| 218 | + def producer_formula(self) -> str: |
| 219 | + """Generate the producer formula for this component graph. |
| 220 | +
|
| 221 | + Returns: |
| 222 | + The producer formula as a string. |
| 223 | + """ |
| 224 | + |
| 225 | + def grid_formula(self) -> str: |
| 226 | + """Generate the grid formula for this component graph. |
| 227 | +
|
| 228 | + Returns: |
| 229 | + The grid formula as a string. |
| 230 | + """ |
| 231 | + |
| 232 | + def pv_formula(self, pv_inverter_ids: Set[ComponentIdT] | None) -> str: |
| 233 | + """Generate the PV formula for this component graph. |
| 234 | +
|
| 235 | + Args: |
| 236 | + pv_inverter_ids: The set of PV inverter component IDs to include in |
| 237 | + the formula. If `None`, all PV inverters in the graph will be |
| 238 | + included. |
| 239 | +
|
| 240 | + Returns: |
| 241 | + The PV formula as a string. |
| 242 | +
|
| 243 | + Raises: |
| 244 | + FormulaGenerationError: if the given component IDs don't exist or |
| 245 | + are not PV inverters. |
| 246 | + """ |
| 247 | + |
| 248 | + def battery_formula(self, battery_ids: Set[ComponentIdT] | None) -> str: |
| 249 | + """Generate the battery formula for this component graph. |
| 250 | +
|
| 251 | + Args: |
| 252 | + battery_ids: The set of battery component IDs to include in the |
| 253 | + formula. If `None`, all batteries in the graph will be |
| 254 | + included. |
| 255 | +
|
| 256 | + Returns: |
| 257 | + The battery formula as a string. |
| 258 | +
|
| 259 | + Raises: |
| 260 | + FormulaGenerationError: if the given component IDs don't exist or |
| 261 | + are not batteries. |
| 262 | + """ |
| 263 | + |
| 264 | + def chp_formula(self, chp_ids: Set[ComponentIdT] | None) -> str: |
| 265 | + """Generate the CHP formula for this component graph. |
| 266 | +
|
| 267 | + Args: |
| 268 | + chp_ids: The set of CHP component IDs to include in the formula. If |
| 269 | + `None`, all CHPs in the graph will be included. |
| 270 | +
|
| 271 | + Returns: |
| 272 | + The CHP formula as a string. |
| 273 | +
|
| 274 | + Raises: |
| 275 | + FormulaGenerationError: if the given component IDs don't exist or |
| 276 | + are not CHPs. |
| 277 | + """ |
| 278 | + |
| 279 | + def ev_charger_formula(self, ev_charger_ids: Set[ComponentIdT] | None) -> str: |
| 280 | + """Generate the EV charger formula for this component graph. |
| 281 | +
|
| 282 | + Args: |
| 283 | + ev_charger_ids: The set of EV charger component IDs to include in |
| 284 | + the formula. If `None`, all EV chargers in the graph will be |
| 285 | + included. |
| 286 | +
|
| 287 | + Returns: |
| 288 | + The EV charger formula as a string. |
| 289 | +
|
| 290 | + Raises: |
| 291 | + FormulaGenerationError: if the given component IDs don't exist or |
| 292 | + are not EV chargers. |
| 293 | + """ |
| 294 | + |
| 295 | + def grid_coalesce_formula(self) -> str: |
| 296 | + """Generate the grid coalesce formula for this component graph. |
| 297 | +
|
| 298 | + Returns: |
| 299 | + The grid coalesced formula as a string. |
| 300 | + """ |
| 301 | + |
| 302 | + def battery_coalesce_formula(self, battery_ids: Set[ComponentIdT] | None) -> str: |
| 303 | + """Generate the battery coalesce formula for this component graph. |
| 304 | +
|
| 305 | + Args: |
| 306 | + battery_ids: The set of battery inverter component IDs to include in |
| 307 | + the formula. If `None`, all battery inverters in the graph will |
| 308 | + be included. |
| 309 | +
|
| 310 | + Returns: |
| 311 | + The battery coalesced formula as a string. |
| 312 | +
|
| 313 | + Raises: |
| 314 | + FormulaGenerationError: if the given component IDs don't exist or |
| 315 | + are not batteries. |
| 316 | + """ |
| 317 | + |
| 318 | + def pv_coalesce_formula(self, pv_inverter_ids: Set[ComponentIdT] | None) -> str: |
| 319 | + """Generate the PV coalesce formula for this component graph. |
| 320 | +
|
| 321 | + Args: |
| 322 | + pv_inverter_ids: The set of PV inverter component IDs to include in |
| 323 | + the formula. If `None`, all PV inverters in the graph will be |
| 324 | + included. |
| 325 | +
|
| 326 | + Returns: |
| 327 | + The PV coalesced formula as a string. |
| 328 | +
|
| 329 | + Raises: |
| 330 | + FormulaGenerationError: if the given component IDs don't exist or |
| 331 | + are not PV inverters. |
| 332 | + """ |
0 commit comments