diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 7493830c..3a6e9cdc 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -17,7 +17,7 @@ jobs: strategy: matrix: - python-version: ["3.9", "3.10", "3.11"] + python-version: ["3.9", "3.10", "3.11", "3.12"] steps: - uses: actions/checkout@v4 diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 6f894dd8..65d867c6 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -57,20 +57,20 @@ jobs: - name: Install poetry run: pipx install poetry - - name: Set up Python 3.11 + - name: Set up Python 3.12 uses: actions/setup-python@v4 with: - python-version: "3.11" + python-version: "3.12" cache: "poetry" - name: Install dependencies run: | - poetry env use "3.11" + poetry env use "3.12" poetry install --only doc - name: Build with Sphinx run: | - poetry env use "3.11" + poetry env use "3.12" cd doc && make html env: SPHINXBUILD: poetry run sphinx-build diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml index 5fa4ac0e..706a29fc 100644 --- a/.github/workflows/pre-commit.yml +++ b/.github/workflows/pre-commit.yml @@ -23,5 +23,5 @@ jobs: lfs: false - uses: actions/setup-python@v4 with: - python-version: "3.11" + python-version: "3.12" - uses: pre-commit/action@v3.0.0 diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 38ffe32d..4f2862b5 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,7 +1,7 @@ exclude: ^.idea/|^conda/meta.yaml repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.4.0 + rev: v4.5.0 hooks: - id: check-builtin-literals - id: check-json @@ -17,11 +17,11 @@ repos: hooks: - id: poetry-check - repo: https://github.com/psf/black-pre-commit-mirror - rev: 23.9.1 # keep in sync with pyproject.toml + rev: 23.10.1 # keep in sync with pyproject.toml hooks: - id: black-jupyter - repo: https://github.com/charliermarsh/ruff-pre-commit - rev: v0.0.290 # keep in sync with pyproject.toml + rev: v0.1.3 # keep in sync with pyproject.toml hooks: - id: ruff types_or: [python, pyi, jupyter] diff --git a/conda/environment.yml b/conda/environment.yml index 640acd57..1285b8e3 100644 --- a/conda/environment.yml +++ b/conda/environment.yml @@ -14,3 +14,4 @@ dependencies: - typing-extensions >=4.6.2 - rich >=13.5.1 - matplotlib >=3.7.2 + - networkx >=3.0.0 diff --git a/conda/meta.yaml b/conda/meta.yaml index 8cc7e50b..2a501fbe 100644 --- a/conda/meta.yaml +++ b/conda/meta.yaml @@ -36,6 +36,7 @@ requirements: - typing-extensions >=4.6.2 - rich >=13.5.1 - matplotlib >=3.7.2 + - networkx >=3.0.0 test: imports: diff --git a/doc/Changelog.md b/doc/Changelog.md index 845e0ce2..88d090ab 100644 --- a/doc/Changelog.md +++ b/doc/Changelog.md @@ -4,6 +4,14 @@ **In development** +- {gh-pr}`141` {gh-issue}`137` Add `ElectricalNetwork.to_graph()` to get a `networkx.Graph` object + representing the electrical network for graph theory studies. Install with the `"graph"` extra to + get _networkx_. + `ElectricalNetwork` also gained a new `buses_clusters` property that returns a list of sets of + IDs of buses that are connected by a line or a switch. This can be useful to isolate parts of the + network for localized analysis. For example, to study a LV subnetwork of a MV feeder. Alternatively, + to get the cluster certain bus belongs to, you can use `Bus.get_connected_buses()`. +- {gh-pr}`141` Add official support for Python 3.12. This is the last release to support Python 3.9. - {gh-pr}`138` Add network constraints for analysis of the results. - Buses can define minimum and maximum voltages. Use `bus.res_violated` to see if the bus has over- or under-voltage. diff --git a/doc/conf.py b/doc/conf.py index 42280718..df28633d 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -130,6 +130,8 @@ "pint": ("https://pint.readthedocs.io/en/stable/", None), "typing_extensions": ("https://typing-extensions.readthedocs.io/en/stable/", None), "rich": ("https://rich.readthedocs.io/en/stable/", None), + "matplotlib": ("https://matplotlib.org/stable/", None), + "networkx": ("https://networkx.org/documentation/stable/", None), } # -- Options for sphinx_copybutton ------------------------------------------- diff --git a/doc/usage/Extras.md b/doc/usage/Extras.md index f185bdbe..768df904 100644 --- a/doc/usage/Extras.md +++ b/doc/usage/Extras.md @@ -2,6 +2,40 @@ `roseau-load-flow` comes with some extra features that can be useful for some users. +## Graph theory + +{meth}`ElectricalNetwork.to_graph() ` can be used to +get a {class}`networkx.Graph` object from the electrical network. + +The graph contains the geometries of the buses in the nodes data and the geometries and branch +types in the edges data. + +```{note} +This method requires *networkx* which is not installed by default in pip managed installs. You can +install it with the `"graph"` extra if you are using pip: `pip install "roseau-load-flow[graph]"`. +``` + +In addition, you can use the property +{meth}`ElectricalNetwork.buses_clusters ` to +get a list of sets of IDs of buses in galvanically isolated sections of the network. In other terms, +to get groups of buses connected by one or more lines or a switches, stopping at transformers. For +example, for a network with a MV feeder, this property returns a list containing a set of MV buses +IDs and all sets of LV subnetworks buses IDs. If you want to get the cluster of only one bus, you +can use {meth}`Bus.get_connected_buses ` + +If we take the example network from the [Getting Started page](gs-creating-network): + +```pycon +>>> set(source_bus.get_connected_buses()) +{'sb', 'lb'} +>>> set(load_bus.get_connected_buses()) +{'sb', 'lb'} +>>> en.buses_clusters +[{'sb', 'lb'}] +``` + +As there are no transformers between the two buses, they all belong to the same cluster. + ## Conversion to symmetrical components {mod}`roseau.load_flow.converters` contains helpers to convert between phasor and symmetrical diff --git a/doc/usage/Getting_Started.md b/doc/usage/Getting_Started.md index 40aa587b..6d8de653 100644 --- a/doc/usage/Getting_Started.md +++ b/doc/usage/Getting_Started.md @@ -492,8 +492,7 @@ the limits are violated or not for the corresponding element. ```{tip} You can use the {meth}`Bus.propagate_limits() ` method to -propagate the limits from a bus to its neighboring buses, that is, buses on the same side of a -transformer. +propagate the limits from a bus to buses connected to it galvanically (i.e. via lines or switches). ``` (gs-updating-elements)= diff --git a/poetry.lock b/poetry.lock index f0bef53e..e5c3ebbb 100644 --- a/poetry.lock +++ b/poetry.lock @@ -35,39 +35,35 @@ files = [ [[package]] name = "astroid" -version = "2.15.6" +version = "3.0.1" description = "An abstract syntax tree for Python with inference support." optional = false -python-versions = ">=3.7.2" +python-versions = ">=3.8.0" files = [ - 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+2704,11 @@ files = [ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] +[extras] +graph = ["networkx"] +plot = ["matplotlib"] + [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "7463ecbe37dbd7a88a8ef0615336f51b2f3e29f898e0e3820b595483115ee5f3" +content-hash = "a6c19e6cea5d7254d7e5dcde757eacdde2d917590885dad05fa22a2f0a1709e3" diff --git a/pyproject.toml b/pyproject.toml index b6c13df2..a4458a3d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,7 @@ authors = [ "Ali Hamdan ", "Sébastien Vallet ", "Benoît Vinot ", - "Victor Gouin ", + "Victor Gouin", ] maintainers = ["Ali Hamdan "] license = "Proprietary" @@ -28,6 +28,7 @@ classifiers = [ "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", "Topic :: Scientific/Engineering :: Physics", ] @@ -37,7 +38,11 @@ build-backend = "poetry.core.masonry.api" [tool.poetry.dependencies] python = "^3.9" -numpy = ">=1.21.5" +numpy = [ + { version = ">=1.21.5", python = "<3.12" }, + { version = ">=1.26.0", python = ">=3.12,<3.13" }, + { version = "*", python = ">=3.13" }, +] pandas = ">=1.4.0" geopandas = ">=0.10.2" shapely = ">=2.0.0" @@ -47,8 +52,13 @@ pint = ">=0.21.0" typing-extensions = ">=4.6.2" rich = ">=13.5.1" -# Plot Extra -matplotlib = { version = "^3.7.2", extras = ["plot"] } +# Optional dependencies +matplotlib = { version = ">=3.7.2", optional = true } +networkx = { version = ">=3.0.0", optional = true } + +[tool.poetry.extras] +plot = ["matplotlib"] +graph = ["networkx"] [tool.poetry.group.test.dependencies] pytest = "^7.1.2" @@ -56,18 +66,19 @@ pytest-cov = "^4.0.0" pytest-xdist = "^3.1.0" requests-mock = "^1.9.3" coverage = { version = "^7.0.5", extras = ["toml"] } -matplotlib = "^3.7.2" +matplotlib = ">=3.7.2" +networkx = ">=3.0.0" [tool.poetry.group.dev.dependencies] pre-commit = "^3.0.0" -black = { version = "==23.9.1", extras = ["jupyter"] } # keep in sync with .pre-commit-config.yaml -ruff = "==0.0.290" # keep in sync with .pre-commit-config.yaml +black = { version = "==23.10.1", extras = ["jupyter"] } # keep in sync with .pre-commit-config.yaml +ruff = "==0.1.3" # keep in sync with .pre-commit-config.yaml [tool.poetry.group.doc.dependencies] sphinx = "^7.0.1" myst-parser = ">=0.16.1" sphinx-math-dollar = "^1.2.1" -sphinx-autoapi = "^2.0.0" +sphinx-autoapi = "^3.0.0" sphinx-copybutton = ">=0.5.1" sphinx-inline-tabs = ">=2022.1.2b11" furo = ">=2022.9.29" @@ -76,14 +87,14 @@ sphinxcontrib-bibtex = "^2.5.0" [tool.black] line-length = 120 -target-version = ["py39", "py310", "py311"] +target-version = ["py39", "py310", "py311", "py312"] [tool.ruff] line-length = 120 target-version = "py39" show-fixes = true namespace-packages = ["roseau"] -include = ["*.py", "*.pyi", "**/pyproject.toml", "*.ipynb"] +extend-include = ["*.ipynb"] select = ["E", "F", "C90", "W", "B", "UP", "I", "RUF100", "TID", "SIM", "PT", "PIE", "N", "C4", "NPY"] unfixable = ["B"] ignore = ["E501", "B024", "N818"] @@ -135,3 +146,6 @@ directory = "htmlcov" [tool.pytest.ini_options] addopts = "--color=yes -vv -n=0" testpaths = ["roseau/load_flow/"] +filterwarnings = [ + 'ignore:.*utcfromtimestamp:DeprecationWarning:dateutil.*', # dateutil is imported by pandas, not us +] diff --git a/roseau/load_flow/models/buses.py b/roseau/load_flow/models/buses.py index fd8254b4..252dbdf4 100644 --- a/roseau/load_flow/models/buses.py +++ b/roseau/load_flow/models/buses.py @@ -1,5 +1,5 @@ import logging -from collections.abc import Sequence +from collections.abc import Iterator, Sequence from typing import TYPE_CHECKING, Any, Optional import numpy as np @@ -191,15 +191,15 @@ def res_violated(self) -> Optional[bool]: return float(min(voltages)) < self._min_voltage or float(max(voltages)) > self._max_voltage def propagate_limits(self, force: bool = False) -> None: - """Propagate the voltage limits to neighbor buses. + """Propagate the voltage limits to galvanically connected buses. - Neighbor buses here refers to buses connected to this bus through lines or switches. This + Galvanically connected buses are buses connected to this bus through lines or switches. This ensures that these voltage limits are only applied to buses with the same voltage level. If a bus is connected to this bus through a transformer, the voltage limits are not propagated to that bus. If this bus does not define any voltage limits, calling this method will unset the limits - of the neighbor buses. + of the connected buses. Args: force: @@ -253,6 +253,32 @@ def propagate_limits(self, force: bool = False) -> None: bus._min_voltage = self._min_voltage bus._max_voltage = self._max_voltage + def get_connected_buses(self) -> Iterator[Id]: + """Get IDs of all the buses galvanically connected to this bus. + + These are all the buses connected via one or more lines or switches to this bus. + """ + from roseau.load_flow.models.lines import Line, Switch + + visited_buses = {self.id} + yield self.id + + visited: set[Element] = set() + remaining = set(self._connected_elements) + + while remaining: + branch = remaining.pop() + visited.add(branch) + if not isinstance(branch, (Line, Switch)): + continue + for element in branch._connected_elements: + if not isinstance(element, Bus) or element.id in visited_buses: + continue + visited_buses.add(element.id) + yield element.id + to_add = set(element._connected_elements).difference(visited) + remaining.update(to_add) + # # Json Mixin interface # diff --git a/roseau/load_flow/models/loads/flexible_parameters.py b/roseau/load_flow/models/loads/flexible_parameters.py index ee35f2dd..668886bc 100644 --- a/roseau/load_flow/models/loads/flexible_parameters.py +++ b/roseau/load_flow/models/loads/flexible_parameters.py @@ -8,7 +8,7 @@ from roseau.load_flow.exceptions import RoseauLoadFlowException, RoseauLoadFlowExceptionCode from roseau.load_flow.typing import Authentication, ControlType, JsonDict, ProjectionType from roseau.load_flow.units import Q_, ureg_wraps -from roseau.load_flow.utils import JsonMixin +from roseau.load_flow.utils import JsonMixin, _optional_deps logger = logging.getLogger(__name__) @@ -16,19 +16,6 @@ from matplotlib.axes import Axes -def _import_matplotlib_pyplot(): - try: - import matplotlib.pyplot - except ImportError as e: - msg = ( - 'matplotlib is required for plotting. Install it with the "plot" extra using ' - '`pip install -U "roseau-load-flow[plot]"`' - ) - logger.error(msg) - raise RoseauLoadFlowException(msg=msg, code=RoseauLoadFlowExceptionCode.IMPORT_ERROR) from e - return matplotlib.pyplot - - class Control(JsonMixin): """Control class for flexible loads. @@ -1065,12 +1052,12 @@ def plot_pq( The axis on which the plot has been drawn and the resulting flexible powers (the input if not `None` else the computed values). """ - plt = _import_matplotlib_pyplot() # this line first for better error handling + plt = _optional_deps.pyplot # this line first for better error handling from matplotlib import colormaps, patheffects # Get the axes if ax is None: - ax: "Axes" = plt.gca() + ax = plt.gca() # Initialise some variables if voltages_labels_mask is None: @@ -1173,11 +1160,11 @@ def plot_control_p( The axis on which the plot has been drawn and the resulting flexible powers (the input if not `None` else the computed values). """ - plt = _import_matplotlib_pyplot() + plt = _optional_deps.pyplot # Get the axes if ax is None: - ax: "Axes" = plt.gca() + ax = plt.gca() # Depending on the type of the control, several options x, y, x_ticks = self._theoretical_control_data( @@ -1239,11 +1226,11 @@ def plot_control_q( The axis on which the plot has been drawn and the resulting flexible powers (the input if not `None` else the computed values). """ - plt = _import_matplotlib_pyplot() + plt = _optional_deps.pyplot # Get the axes if ax is None: - ax: "Axes" = plt.gca() + ax = plt.gca() # Depending on the type of the control, several options x, y, x_ticks = self._theoretical_control_data( diff --git a/roseau/load_flow/models/tests/test_buses.py b/roseau/load_flow/models/tests/test_buses.py index fb05e427..bbe0ec2f 100644 --- a/roseau/load_flow/models/tests/test_buses.py +++ b/roseau/load_flow/models/tests/test_buses.py @@ -281,3 +281,46 @@ def test_propagate_limits(): # noqa: C901 for bus in (b1_lv, b2_lv): assert bus.min_voltage == Q_(217, "V") assert bus.max_voltage == Q_(253, "V") + + +def test_get_connected_buses(): + b1_mv = Bus("b1_mv", phases="abc") + b2_mv = Bus("b2_mv", phases="abc") + b3_mv = Bus("b3_mv", phases="abc") + b4_mv = Bus("b4_mv", phases="abc") + b1_lv = Bus("b1_lv", phases="abcn") + b2_lv = Bus("b2_lv", phases="abcn") + b3_lv = Bus("b3_lv", phases="abcn") + + PotentialRef("pref_mv", element=b1_mv) + g = Ground("g") + PotentialRef("pref_lv", element=g) + + lp_mv = LineParameters("lp_mv", z_line=np.eye(3), y_shunt=0.1 * np.eye(3)) + lp_lv = LineParameters("lp_lv", z_line=np.eye(4)) + tp = TransformerParameters.from_catalogue(id="SE_Minera_A0Ak_100kVA", manufacturer="SE") + + Line("l1_mv", b1_mv, b2_mv, length=1.5, parameters=lp_mv, ground=g) + Line("l2_mv", b2_mv, b3_mv, length=2, parameters=lp_mv, ground=g) + Line("l3_mv", b2_mv, b4_mv, length=0.5, parameters=lp_mv, ground=g) # creates a loop + Switch("sw_mv", b3_mv, b4_mv) + Transformer("tr", b3_mv, b1_lv, parameters=tp) + Line("l1_lv", b1_lv, b2_lv, length=1, parameters=lp_lv) + Switch("sw_lv", b2_lv, b3_lv) + + voltages = 20_000 * np.exp([0, -2 / 3 * np.pi * 1j, 2 / 3 * np.pi * 1j]) + VoltageSource("s_mv", bus=b1_mv, voltages=voltages) + + PowerLoad("pl1_mv", bus=b2_mv, powers=[10e3, 10e3, 10e3]) + PowerLoad("pl2_mv", bus=b3_mv, powers=[10e3, 10e3, 10e3]) + PowerLoad("pl1_lv", bus=b1_lv, powers=[1e3, 1e3, 1e3]) + PowerLoad("pl2_lv", bus=b2_lv, powers=[1e3, 1e3, 1e3]) + + mv_buses = (b1_mv, b2_mv, b3_mv, b4_mv) + mv_bus_ids = sorted(b.id for b in mv_buses) + lv_buses = (b1_lv, b2_lv, b3_lv) + lv_bus_ids = sorted(b.id for b in lv_buses) + for mvb in mv_buses: + assert sorted(mvb.get_connected_buses()) == mv_bus_ids + for lvb in lv_buses: + assert sorted(lvb.get_connected_buses()) == lv_bus_ids diff --git a/roseau/load_flow/network.py b/roseau/load_flow/network.py index 8af70487..73eabe17 100644 --- a/roseau/load_flow/network.py +++ b/roseau/load_flow/network.py @@ -10,7 +10,7 @@ from importlib import resources from itertools import cycle from pathlib import Path -from typing import NoReturn, Optional, TypeVar, Union +from typing import TYPE_CHECKING, NoReturn, Optional, TypeVar, Union from urllib.parse import urljoin import geopandas as gpd @@ -38,9 +38,12 @@ ) from roseau.load_flow.solvers import check_solver_params from roseau.load_flow.typing import Authentication, Id, JsonDict, Solver, StrPath -from roseau.load_flow.utils import CatalogueMixin, JsonMixin, console, palette +from roseau.load_flow.utils import CatalogueMixin, JsonMixin, _optional_deps, console, palette from roseau.load_flow.utils.types import _DTYPES, VoltagePhaseDtype +if TYPE_CHECKING: + from networkx import Graph + logger = logging.getLogger(__name__) _T = TypeVar("_T", bound=Element) @@ -441,6 +444,48 @@ def short_circuits_frame(self) -> pd.DataFrame: columns=["bus_id", "phases", "short_circuit", "ground"], ) + # + # Helpers to analyze the network + # + @property + def buses_clusters(self) -> list[set[Id]]: + """Sets of galvanically connected buses, i.e buses connected by lines or a switches. + + This can be useful to isolate parts of the network for localized analysis. For example, to + study a LV subnetwork of a MV feeder. + + See Also: + :meth:`Bus.get_connected_buses() `: Get + the buses in the same galvanically isolated section as a certain bus. + """ + visited: set[Id] = set() + result: list[set[Id]] = [] + for bus in self.buses.values(): + if bus.id in visited: + continue + bus_cluster = set(bus.get_connected_buses()) + visited |= bus_cluster + result.append(bus_cluster) + return result + + def to_graph(self) -> "Graph": + """Create a networkx graph from this electrical network. + + The graph contains the geometries of the buses in the nodes data and the geometries and + branch types in the edges data. + + Note: + This method requires *networkx* to be installed. You can install it with the ``"graph"`` + extra if you are using pip: ``pip install "roseau-load-flow[graph]"``. + """ + nx = _optional_deps.networkx + graph = nx.Graph() + for bus in self.buses.values(): + graph.add_node(bus.id, geom=bus.geometry) + for branch in self.branches.values(): + graph.add_edge(branch.bus1.id, branch.bus2.id, id=branch.id, type=branch.branch_type, geom=branch.geometry) + return graph + # # Method to solve a load flow # diff --git a/roseau/load_flow/tests/test_electrical_network.py b/roseau/load_flow/tests/test_electrical_network.py index 7271fd6c..0d8ef238 100644 --- a/roseau/load_flow/tests/test_electrical_network.py +++ b/roseau/load_flow/tests/test_electrical_network.py @@ -5,6 +5,7 @@ from urllib.parse import urljoin import geopandas as gpd +import networkx as nx import numpy as np import pandas as pd import pytest @@ -2093,3 +2094,18 @@ def test_print_catalogue(): with console.capture() as capture: ElectricalNetwork.print_catalogue(load_point_name=r"^winter[0-]") assert len(capture.get().split("\n")) == 2 + + +def test_to_graph(small_network: ElectricalNetwork): + g = small_network.to_graph() + assert isinstance(g, nx.Graph) + assert sorted(g.nodes) == sorted(small_network.buses) + assert sorted(g.edges) == sorted((b.bus1.id, b.bus2.id) for b in small_network.branches.values()) + + for bus in small_network.buses.values(): + node_data = g.nodes[bus.id] + assert node_data["geom"] == bus.geometry + + for branch in small_network.branches.values(): + edge_data = g.edges[branch.bus1.id, branch.bus2.id] + assert edge_data == {"id": branch.id, "type": branch.branch_type, "geom": branch.geometry} diff --git a/roseau/load_flow/utils/_optional_deps.py b/roseau/load_flow/utils/_optional_deps.py new file mode 100644 index 00000000..99be07f5 --- /dev/null +++ b/roseau/load_flow/utils/_optional_deps.py @@ -0,0 +1,42 @@ +import logging +from typing import TYPE_CHECKING, Any + +from roseau.load_flow.exceptions import RoseauLoadFlowException, RoseauLoadFlowExceptionCode + +if TYPE_CHECKING: + import networkx as networkx + from matplotlib import pyplot as pyplot + +logger = logging.getLogger(__name__) + +__all__ = [ + "pyplot", + "networkx", +] + + +def __getattr__(name: str) -> Any: + if name == "pyplot": + try: + import matplotlib.pyplot + except ImportError as e: + msg = ( + 'matplotlib is required for plotting. Install it with the "plot" extra using ' + '`pip install -U "roseau-load-flow[plot]"`' + ) + logger.error(msg) + raise RoseauLoadFlowException(msg=msg, code=RoseauLoadFlowExceptionCode.IMPORT_ERROR) from e + return matplotlib.pyplot + elif name == "networkx": + try: + import networkx + except ImportError as e: + msg = ( + 'networkx is not installed. Install it with the "graph" extra using ' + '`pip install -U "roseau-load-flow[graph]"`' + ) + logger.error(msg) + raise RoseauLoadFlowException(msg=msg, code=RoseauLoadFlowExceptionCode.IMPORT_ERROR) from e + return networkx + else: + raise AttributeError(f"module {__name__} has no attribute {name!r}")