From fae07b7d458f17da840c5c796432baa2e4721bf8 Mon Sep 17 00:00:00 2001 From: Koen Berends Date: Fri, 24 Jul 2026 13:24:06 +0200 Subject: [PATCH 1/5] refactor: migrate import functionality to fm2prof/imports package with factory pattern --- fm2prof/data_import.py | 20 ++-- fm2prof/fm2prof_runner.py | 21 ++-- fm2prof/imports/__init__.py | 16 ++++ fm2prof/imports/base.py | 184 ++++++++++++++++++++++++++++++++++++ fm2prof/imports/dflowfm.py | 162 +++++++++++++++++++++++++++++++ fm2prof/imports/factory.py | 49 ++++++++++ fm2prof/polygon_file.py | 4 +- tests/test_data_import.py | 18 ++-- 8 files changed, 448 insertions(+), 26 deletions(-) create mode 100644 fm2prof/imports/__init__.py create mode 100644 fm2prof/imports/base.py create mode 100644 fm2prof/imports/dflowfm.py create mode 100644 fm2prof/imports/factory.py diff --git a/fm2prof/data_import.py b/fm2prof/data_import.py index 1a501430..4c68fa9f 100644 --- a/fm2prof/data_import.py +++ b/fm2prof/data_import.py @@ -2,6 +2,8 @@ from __future__ import annotations +import warnings + # import from standard library from pathlib import Path @@ -20,6 +22,11 @@ class FMDataImporter(FM2ProfBase): def __init__(self, file_path: Path | str) -> None: """Initialize the FMDataImporter.""" + warnings.warn( + "FMDataImporter is deprecated. Use ImporterFactory.create('dflowfm', file_path) instead.", + DeprecationWarning, + stacklevel=2, + ) super().__init__() self.set_logger_message("FMDataImporter initialized", "debug") self.file_path = Path(file_path) @@ -189,14 +196,15 @@ def __init__( ) -> None: """Instantiate a FmModelData object. - Args: - time_dependent_data (pd.DataFrame): _description_ - time_independent_data (pd.DataFrame): _description_ - edge_data (dict): _description_ - node_coordinates (pd.DataFrame): _description_ - css_data_dictionary (dict): _description_ + .. deprecated:: + Use :class:`fm2prof.imports.ModelData` instead. """ + warnings.warn( + "FmModelData is deprecated. Use fm2prof.imports.ModelData instead.", + DeprecationWarning, + stacklevel=2, + ) self.time_dependent_data = time_dependent_data self.time_independent_data = time_independent_data self.edge_data = edge_data diff --git a/fm2prof/fm2prof_runner.py b/fm2prof/fm2prof_runner.py index ff11ef46..c5c71673 100644 --- a/fm2prof/fm2prof_runner.py +++ b/fm2prof/fm2prof_runner.py @@ -58,8 +58,9 @@ from fm2prof import mask_output_file, nearest_neighbour from fm2prof.common import FM2ProfBase, get_version from fm2prof.cross_section import CrossSection, CrossSectionHelpers -from fm2prof.data_import import FMDataImporter, FmModelData, ImportInputFiles +from fm2prof.data_import import ImportInputFiles from fm2prof.export import ExporterFactory +from fm2prof.imports import ImporterFactory, ModelData from fm2prof.ini_file import ConfigurationFileError, IniFile from fm2prof.polygon_file import GridPointsInPolygonResults, PolygonError, RegionPolygon, SectionPolygon @@ -90,7 +91,7 @@ def __init__(self, ini_file_path: Path | str = "") -> None: """ self.version: str = get_version() - self.fm_model_data: FmModelData = None + self.fm_model_data: ModelData = None self.set_logger(self.create_logger()) @@ -417,12 +418,11 @@ def _set_fm_model_data( # Read FM map file self.set_logger_message("Reading FM Map file") - ( - time_independent_data, - edge_data, - node_coordinates, - time_dependent_data, - ) = FMDataImporter(res_file).import_dflow2d() + fm_model_data = ImporterFactory.create("dflowfm", res_file).import_data() + time_independent_data = fm_model_data.time_independent_data + edge_data = fm_model_data.edge_data + node_coordinates = fm_model_data.node_coordinates + time_dependent_data = fm_model_data.time_dependent_data # Load locations and names of cross-sections self.set_logger_message("Reading css file") @@ -486,12 +486,13 @@ def _set_fm_model_data( time_independent_data["section"] = gridpoints_in_sections.faces_in_polygon edge_data["section"] = gridpoints_in_sections.edges_in_polygon - self.fm_model_data = FmModelData( + self.fm_model_data = ModelData( time_dependent_data=time_dependent_data, time_independent_data=time_independent_data, edge_data=edge_data, node_coordinates=node_coordinates, css_data_dictionary=cssdata, + source="dflowfm", ) @@ -625,7 +626,7 @@ def _get_css_range(self, number_of_css: int) -> np.array: def _generate_cross_section( self, css_data: dict, - fm_model_data: FmModelData, + fm_model_data: ModelData, ) -> CrossSection: """Generate a cross section and configures its values based. diff --git a/fm2prof/imports/__init__.py b/fm2prof/imports/__init__.py new file mode 100644 index 00000000..c384db6e --- /dev/null +++ b/fm2prof/imports/__init__.py @@ -0,0 +1,16 @@ +"""FM2PROF import module. + +Provides importers for reading 2D model data from various formats. + +Example: + >>> from fm2prof.imports import ImporterFactory + >>> importer = ImporterFactory.create("dflowfm", "path/to/map.nc") + >>> data = importer.import_data() + >>> selection = data.get_selection("css_001") + +""" + +from fm2prof.imports.base import BaseImporter, ModelData +from fm2prof.imports.factory import ImporterFactory + +__all__ = ["BaseImporter", "ImporterFactory", "ModelData"] diff --git a/fm2prof/imports/base.py b/fm2prof/imports/base.py new file mode 100644 index 00000000..96bec3e8 --- /dev/null +++ b/fm2prof/imports/base.py @@ -0,0 +1,184 @@ +"""Base importer class and generalized ModelData for all import formats.""" + +from __future__ import annotations + +from abc import ABC, abstractmethod +from pathlib import Path +from typing import TYPE_CHECKING + +import numpy as np +import pandas as pd + +from fm2prof.common import FM2ProfBase + +if TYPE_CHECKING: + pass + + +class ModelData: + """Generalized model data container, source-agnostic. + + Stores all data read from a 2D model, regardless of the source format. + Replaces the format-specific FmModelData class. + """ + + time_dependent_data: dict | None = None + time_independent_data: pd.DataFrame | None = None + edge_data: dict | None = None + node_coordinates: pd.DataFrame | None = None + css_data_list: list | None = None + source: str = "" + + def __init__( + self, + time_dependent_data: dict, + time_independent_data: pd.DataFrame, + edge_data: dict, + node_coordinates: pd.DataFrame, + css_data_dictionary: dict, + source: str = "", + ) -> None: + """Instantiate a ModelData object. + + Args: + time_dependent_data: Time-dependent data (e.g. water levels, velocities). + time_independent_data: Time-independent data on faces (e.g. section allocation). + edge_data: Time-independent data on flow links. + node_coordinates: Node coordinates. + css_data_dictionary: Cross-section data dictionary. + source: Identifier of the source format (e.g. 'dflowfm'). + + """ + self.time_dependent_data = time_dependent_data + self.time_independent_data = time_independent_data + self.edge_data = edge_data + self.node_coordinates = node_coordinates + self.css_data_list = self.get_ordered_css_list(css_data_dictionary) + self.source = source + + @staticmethod + def get_ordered_css_list(css_data_dict: dict[str, str]) -> list[dict[str, str]]: + """Return an ordered list where every element represents a Cross Section structure. + + Args: + css_data_dict: Dictionary ordered by the keys. + + Returns: + List where every element contains a dictionary to create a Cross Section. + + """ + if not css_data_dict or not isinstance(css_data_dict, dict): + return [] + + number_of_css = len(css_data_dict[next(iter(css_data_dict))]) + css_dict_keys = css_data_dict.keys() + css_dict_values = css_data_dict.values() + return [ + dict( + zip( + css_dict_keys, + [value[idx] for value in css_dict_values if idx < len(value)], + ), + ) + for idx in range(number_of_css) + ] + + def get_selection(self, css_name: str) -> dict: + """Create a dictionary that holds all the 2D data for the cross-section with name 'css_name'. + + Args: + css_name: Name of the cross-section. + + Returns: + Dictionary with all 2D data for the given cross-section. + + """ + dti = self.time_independent_data + dtd = self.time_dependent_data + edge_data = self.edge_data + + x = dti["x"][dti["sclass"] == css_name] + y = dti["y"][dti["sclass"] == css_name] + area = dti["area"][dti["sclass"] == css_name] + region = dti["region"][dti["sclass"] == css_name] + islake = dti["islake"][dti["sclass"] == css_name] + waterdepth = dtd["waterdepth"][dti["sclass"] == css_name] + waterlevel = dtd["waterlevel"][dti["sclass"] == css_name] + vx = dtd["velocity_x"][dti["sclass"] == css_name] + vy = dtd["velocity_y"][dti["sclass"] == css_name] + face_section = dti["section"][dti["sclass"] == css_name] + chezy = dtd["chezy_edge"][edge_data["sclass"] == css_name] + + try: + edge_faces = edge_data["edge_faces"][edge_data["sclass"] == css_name] + except KeyError: + edge_faces = None + + edge_x = edge_data["x"][edge_data["sclass"] == css_name] + edge_y = edge_data["y"][edge_data["sclass"] == css_name] + edge_section = np.array(edge_data["section"])[edge_data["sclass"] == css_name] + + bedlevel = dti["bedlevel"][dti["sclass"] == css_name] + + velocity = (vx**2 + vy**2) ** 0.5 + waterlevel[waterdepth == 0] = np.nan + + return { + "x": x, + "y": y, + "area": area, + "bedlevel": bedlevel, + "waterdepth": waterdepth, + "waterlevel": waterlevel, + "velocity": velocity, + "section": face_section, + "chezy": chezy, + "region": region, + "islake": islake, + "edge_faces": edge_faces, + "edge_x": edge_x, + "edge_y": edge_y, + "edge_section": edge_section, + } + + +class BaseImporter(FM2ProfBase, ABC): + """Abstract base class for all format-specific importers. + + All importers must implement the import_data method, which returns + a ModelData object regardless of the source format. + """ + + def __init__(self, file_path: Path | str) -> None: + """Initialize the importer. + + Args: + file_path: Path to the input file. + + """ + super().__init__() + self.file_path = Path(file_path) + + @property + def file_path(self) -> Path: + """Return the file path.""" + return self._file_path + + @file_path.setter + def file_path(self, value: Path | str) -> None: + """Set and validate the file path.""" + if isinstance(value, str): + value = Path(value) + if not value.exists(): + raise FileNotFoundError(f"The file {value} does not exist.") + self._file_path = value + + @abstractmethod + def import_data(self) -> ModelData: + """Import data and return a ModelData object. + + Returns: + ModelData object containing all imported data. + + """ + ... diff --git a/fm2prof/imports/dflowfm.py b/fm2prof/imports/dflowfm.py new file mode 100644 index 00000000..b75bcc21 --- /dev/null +++ b/fm2prof/imports/dflowfm.py @@ -0,0 +1,162 @@ +"""DFlowFM-specific importer, migrated from data_import.py.""" + +from __future__ import annotations + +from pathlib import Path +from typing import TYPE_CHECKING + +import numpy as np +import pandas as pd +import xarray as xr +from netCDF4 import Dataset + +from fm2prof.imports.base import BaseImporter, ModelData + +if TYPE_CHECKING: + pass + + +class DFlowFMImporter(BaseImporter): + """Importer for D-Flow FM 2D map output files (*_map.nc). + + Migrated from FMDataImporter in fm2prof.data_import. + """ + + SOURCE = "dflowfm" + + @property + def dflow2d_face_keys(self) -> dict: + """Mapping with dflow2d face keys.""" + return { + "x": "mesh2d_face_x", + "y": "mesh2d_face_y", + "area": "mesh2d_flowelem_ba", + "bedlevel": "mesh2d_flowelem_bl", + } + + @property + def dflow2d_edge_keys(self) -> dict: + """Mapping with dflow2d edge keys.""" + return { + "x": "mesh2d_edge_x", + "y": "mesh2d_edge_y", + "edge_faces": "mesh2d_edge_faces", + "edge_nodes": "mesh2d_edge_nodes", + } + + @property + def dflow2d_result_keys(self) -> dict: + """Mapping with dflow2d result keys.""" + return { + "waterdepth": "mesh2d_waterdepth", + "waterlevel": "mesh2d_s1", + "chezy_mean": "mesh2d_czs", # not used anymore! + "chezy_edge": "mesh2d_czu", + "velocity_x": "mesh2d_ucx", + "velocity_y": "mesh2d_ucy", + "velocity_edge": "mesh2d_u1", + } + + def get_variable(self, var_name: str) -> np.ndarray: + """Get a variable from the netCDF file. + + Args: + var_name: Name of the variable to retrieve. + + Returns: + Variable data as numpy array. + + """ + grid = xr.open_dataset(self.file_path, engine="netcdf4") + return grid[var_name].to_numpy() + + def import_data(self) -> ModelData: + """Import data from a D-Flow FM map file and return a ModelData object. + + Returns: + ModelData object containing all imported data. + + """ + tid_face, tid_edge, node_coordinates, td = self._import_dflow2d() + return ModelData( + time_dependent_data=td, + time_independent_data=tid_face, + edge_data=tid_edge, + node_coordinates=node_coordinates, + css_data_dictionary={}, + source=self.SOURCE, + ) + + def _import_dflow2d(self) -> tuple[pd.DataFrame | None, dict, pd.DataFrame, dict]: + """Read input from a dflow2d output file. + + Returns: + tid_face: DataFrame with time-independent data on faces (e.g. section allocation). + tid_edge: Dictionary with time-independent data on flow links. + node_coordinates: DataFrame with node coordinates. + td: Dictionary with time-dependent data (e.g. water levels). + + """ + self.set_logger_message("hello from dflow2d importer") + + with Dataset(self.file_path, "r") as map_file: + # Time-invariant variables from FM 2D at faces + tid_face = None + for key, nckey in self.dflow2d_face_keys.items(): + if tid_face is None: + tid_face = pd.DataFrame(columns=[key], data=np.array(map_file.variables[nckey])) + else: + tid_face[key] = np.array(map_file.variables[nckey]) + + tid_face["region"] = [""] * len(tid_face["y"]) + tid_face["section"] = ["main"] * len(tid_face["y"]) + tid_face["sclass"] = [""] * len(tid_face["y"]) + tid_face["islake"] = [False] * len(tid_face["y"]) + + # Time-invariant variables from FM 2D at edges + internal_edges = map_file.variables["mesh2d_edge_type"][:] == 1 + + tid_edge = {} + for key, nckey in self.dflow2d_edge_keys.items(): + try: + tid_edge[key] = np.array(map_file.variables[nckey])[internal_edges] + except KeyError: + self.set_logger_message( + f"during reading of dflow2d input, it was found that {key} was not present in the file", + "warning", + ) + + tid_edge["sclass"] = np.array([""] * np.sum(internal_edges), dtype="U99") + tid_edge["section"] = np.array(["main"] * np.sum(internal_edges), dtype="U99") + tid_edge["region"] = np.array([""] * np.sum(internal_edges), dtype="U99") + + # Node coordinates + node_coordinates = pd.DataFrame(columns=["x"], data=np.array(map_file.variables["mesh2d_node_x"])) + node_coordinates["y"] = np.array(map_file.variables["mesh2d_node_y"]) + + # Time-variant variables + td = {} + for key, nckey in self.dflow2d_result_keys.items(): + if key == "chezy_edge": + try: + td[key] = pd.DataFrame( + data=np.array(map_file.variables[nckey]).T[internal_edges], + columns=map_file.variables["time"], + ) + except KeyError: + td[key] = pd.DataFrame( + data=np.array(map_file.variables["mesh2d_cftrt"]).T[internal_edges], + columns=map_file.variables["time"], + ) + self.set_logger_message( + "The Dflow2D output does not have the 'mesh2d_czu' key. Reverting to mesh2d_cftrt. " + "Make sure that the UnifFrictType is set to 0 (Cheyz) in the Dflow2d mdu file.", + "warning", + ) + else: + td[key] = pd.DataFrame( + data=np.array(map_file.variables[nckey]).T, + columns=map_file.variables["time"], + ) + + return tid_face, tid_edge, node_coordinates, td diff --git a/fm2prof/imports/factory.py b/fm2prof/imports/factory.py new file mode 100644 index 00000000..bfd8e26b --- /dev/null +++ b/fm2prof/imports/factory.py @@ -0,0 +1,49 @@ +"""Importer factory for creating format-specific importers.""" + +from __future__ import annotations + +from pathlib import Path + +from fm2prof.imports.base import BaseImporter + + +class ImporterFactory: + """Factory for creating format-specific importers. + + Example: + >>> importer = ImporterFactory.create("dflowfm", "path/to/map.nc") + >>> data = importer.import_data() + + """ + + _supported_sources = ("dflowfm",) + + @staticmethod + def create(source: str, file_path: Path | str) -> BaseImporter: + """Create an importer for the given source format. + + Args: + source: Source format identifier (case-insensitive). Supported: 'dflowfm'. + file_path: Path to the input file. + + Returns: + A format-specific importer instance. + + Raises: + NotImplementedError: If the source format is not supported. + + """ + from fm2prof.imports.dflowfm import DFlowFMImporter # noqa: PLC0415 - avoid circular imports + + source_lower = source.lower() + + importers = { + "dflowfm": DFlowFMImporter, + } + + if source_lower not in importers: + supported = ", ".join(f"'{s}'" for s in importers) + msg = f"Unknown import source '{source}'. Supported sources are: {supported}" + raise NotImplementedError(msg) + + return importers[source_lower](file_path) diff --git a/fm2prof/polygon_file.py b/fm2prof/polygon_file.py index 78274b61..3ea9ca89 100644 --- a/fm2prof/polygon_file.py +++ b/fm2prof/polygon_file.py @@ -38,7 +38,7 @@ from meshkernel import GeometryList, MeshKernel, ProjectionType from fm2prof.common import FM2ProfBase -from fm2prof.data_import import FMDataImporter +from fm2prof.imports import ImporterFactory if TYPE_CHECKING: from logging import Logger @@ -289,7 +289,7 @@ def meshkernel_inpolygon(self, mk = MeshKernel(projection=ProjectionType.CARTESIAN) mesh2d_input = mk.mesh2d_get() - fmdata = FMDataImporter(res_file) + fmdata = ImporterFactory.create("dflowfm", res_file) mesh2d_input.node_x = fmdata.get_variable("mesh2d_node_x") mesh2d_input.node_y = fmdata.get_variable("mesh2d_node_y") mesh2d_input.edge_nodes = fmdata.get_variable("mesh2d_edge_nodes").flatten() - 1 diff --git a/tests/test_data_import.py b/tests/test_data_import.py index 14e58a33..a2853e31 100644 --- a/tests/test_data_import.py +++ b/tests/test_data_import.py @@ -3,7 +3,8 @@ import numpy as np import pytest -from fm2prof.data_import import FMDataImporter, FmModelData +from fm2prof.imports import ImporterFactory, ModelData +from fm2prof.imports.dflowfm import DFlowFMImporter from tests.TestUtils import TestUtils, skipwhenexternalsmissing @@ -15,7 +16,8 @@ def test_when_map_file_without_czu_no_exception(self): assert test_map.is_file() # 2. Set initial expectations - return_value = FMDataImporter().import_dflow2d(test_map) + importer = DFlowFMImporter(test_map) + return_value = importer.import_data() # 3. Verify final expectations assert return_value is not None @@ -23,7 +25,7 @@ def test_when_map_file_without_czu_no_exception(self): def test_initialisation_with_map_file(self): test_file = TestUtils.get_local_test_file("cases/case_02_compound/Data/2DModelOutput/FlowFM_map.nc") - fmdata = FMDataImporter(test_file) + fmdata = DFlowFMImporter(test_file) assert fmdata is not None assert fmdata.file_path == test_file @@ -31,7 +33,7 @@ def test_initialisation_with_map_file(self): def test_get_variable(self): test_file = TestUtils.get_local_test_file("cases/case_02_compound/Data/2DModelOutput/FlowFM_map.nc") - fmdata = FMDataImporter(test_file) + fmdata = DFlowFMImporter(test_file) var_data = fmdata.get_variable("mesh2d_face_x") @@ -52,7 +54,7 @@ def test_when_given_expected_arguments_then_object_is_created(self): return_fm_model_data = None # 2. Run test - return_fm_model_data = FmModelData( + return_fm_model_data = ModelData( time_dependent_data=time_dependent_data, time_independent_data=time_independent_data, edge_data=edge_data, @@ -86,7 +88,7 @@ def test_when_given_data_dictionary_then_css_data_list_is_set(self): expected_css_data_list = [{dummy_key: 0}, {dummy_key: 1}] # 3. Run test - return_fm_model_data = FmModelData( + return_fm_model_data = ModelData( time_dependent_data=time_dependent_data, time_independent_data=time_independent_data, edge_data=edge_data, @@ -114,7 +116,7 @@ def test_when_given_dictionary_then_returns_list(self): expected_list = [{dummy_key: 0}, {dummy_key: 1}] # 3. Run test - return_list = FmModelData.get_ordered_css_list(test_dict) + return_list = ModelData.get_ordered_css_list(test_dict) # 4. Verify final expectations assert return_list is not None @@ -131,7 +133,7 @@ def test_when_given_unexpected_value_then_returns_empty_list(self, test_dict): expected_list = [] # 3. Run test - return_list = FmModelData.get_ordered_css_list(test_dict) + return_list = ModelData.get_ordered_css_list(test_dict) # 4. Verify final expectations assert return_list is not None From 99a25289187c6c458efe6d11812771481eba2dde Mon Sep 17 00:00:00 2001 From: Koen Berends Date: Fri, 24 Jul 2026 13:38:29 +0200 Subject: [PATCH 2/5] removed deprecated classes --- fm2prof/data_import.py | 283 ----------------------------------------- 1 file changed, 283 deletions(-) diff --git a/fm2prof/data_import.py b/fm2prof/data_import.py index 4c68fa9f..85a1ba40 100644 --- a/fm2prof/data_import.py +++ b/fm2prof/data_import.py @@ -2,299 +2,16 @@ from __future__ import annotations -import warnings - # import from standard library from pathlib import Path # import from dependencies import numpy as np -import pandas as pd -import xarray as xr -from netCDF4 import Dataset # import from package from fm2prof.common import FM2ProfBase -class FMDataImporter(FM2ProfBase): - """FM Data importer class.""" - - def __init__(self, file_path: Path | str) -> None: - """Initialize the FMDataImporter.""" - warnings.warn( - "FMDataImporter is deprecated. Use ImporterFactory.create('dflowfm', file_path) instead.", - DeprecationWarning, - stacklevel=2, - ) - super().__init__() - self.set_logger_message("FMDataImporter initialized", "debug") - self.file_path = Path(file_path) - - @property - def file_path(self) -> Path: - """Return the file path.""" - return self._file_path - - @file_path.setter - def file_path(self, value: Path | str) -> None: - """Set the file path.""" - if isinstance(value, str): - value = Path(value) - if not value.exists(): - raise FileNotFoundError(f"The file {value} does not exist.") - self._file_path = value - - @property - def dflow2d_face_keys(self) -> dict: - """Mapping with dflow2d face keys.""" - return { - "x": "mesh2d_face_x", - "y": "mesh2d_face_y", - "area": "mesh2d_flowelem_ba", - "bedlevel": "mesh2d_flowelem_bl", - } - - @property - def dflow2d_edge_keys(self) -> dict: - """Mapping with dflow2d edge keys.""" - return { - "x": "mesh2d_edge_x", - "y": "mesh2d_edge_y", - "edge_faces": "mesh2d_edge_faces", - "edge_nodes": "mesh2d_edge_nodes", - } - - @property - def dflow2d_result_keys(self) -> dict: - """Mapping with dflow2d_result_keys.""" - return { - "waterdepth": "mesh2d_waterdepth", - "waterlevel": "mesh2d_s1", - "chezy_mean": "mesh2d_czs", # not used anymore! - "chezy_edge": "mesh2d_czu", - "velocity_x": "mesh2d_ucx", - "velocity_y": "mesh2d_ucy", - "velocity_edge": "mesh2d_u1", - } - - def get_variable(self, var_name: str) -> np.ndarray: - """Get a variable from the netCDF file.""" - grid = xr.open_dataset(self.file_path, engine="netcdf4") - return grid[var_name].to_numpy() - - def import_dflow2d(self) -> tuple[pd.DataFrame | None, dict, pd.DataFrame, dict]: - """Read input from a dflow2d output file. - - Args: - file_path: path to *_map.nc file - - Results: - tid_face - DataFrame with time-independent data on faces (e.g. section allocation) - tid_edge - DataFrame with time-independent data on flow links - node_coordinates - - td - DataFrame with time-dependent data (e.g. water levels, ..) - - """ - self.set_logger_message("hello from dflow2d importer") - - # Open results file for reading, within context manager to ensure garbage collection - with Dataset(self.file_path, "r") as map_file: - # Time-invariant variables from FM 2D at faces - # ----------------------------------------------- - tid_face = None - for key, nckey in self.dflow2d_face_keys.items(): - if tid_face is None: - tid_face = pd.DataFrame(columns=[key], data=np.array(map_file.variables[nckey])) - else: - tid_face[key] = np.array(map_file.variables[nckey]) - - # These variables are preallocated with the correct size for later use - tid_face["region"] = [""] * len(tid_face["y"]) # region id (see RegionPolygon). By default, no regions - tid_face["section"] = ["main"] * len( - tid_face["y"], - ) # section id (see SectionPolygon). By default, all sections are 'main' - tid_face["sclass"] = [""] * len(tid_face["y"]) # cross-section id - tid_face["islake"] = [False] * len( - tid_face["y"], - ) # whether or not cell is in a lake. By default, nothing is a lake - - # Time-invariant variables from FM 2D at edges - # ----------------------------------------------- - internal_edges = map_file.variables["mesh2d_edge_type"][:] == 1 # edgetype 1 = 'internal' - - tid_edge = {} - for key, nckey in self.dflow2d_edge_keys.items(): - try: - tid_edge[key] = np.array(map_file.variables[nckey])[internal_edges] - except KeyError: - # 'edge_faces' does not always seem to exist in the file - probably - # due to changes in dflow2d output - self.set_logger_message( - f"during reading of dflow2d input, it was found that {key} was not present in the file", - "warning", - ) - - tid_edge["sclass"] = np.array([""] * np.sum(internal_edges), dtype="U99") - tid_edge["section"] = np.array(["main"] * np.sum(internal_edges), dtype="U99") - tid_edge["region"] = np.array([""] * np.sum(internal_edges), dtype="U99") - - # node data (- Is this data still used??) - # ---------------------------------------------- - node_coordinates = pd.DataFrame(columns=["x"], data=np.array(map_file.variables["mesh2d_node_x"])) - node_coordinates["y"] = np.array(map_file.variables["mesh2d_node_y"]) - - # Time-variant variables - # ---------------------------------------------- - td = {} - for key, nckey in self.dflow2d_result_keys.items(): - if key == "chezy_edge": - # this one we treat slightly differently: - # because is it edge_data, we need to filter on [internal_edges] - # also - older dflow2d versions (before december 2020) do not have - # the 'mesh2d_czu' keyword, so we need to default back to 'mesh2d_cftrt' - try: - td[key] = pd.DataFrame( - data=np.array(map_file.variables[nckey]).T[internal_edges], - columns=map_file.variables["time"], - ) - except KeyError: - td[key] = pd.DataFrame( - data=np.array(map_file.variables["mesh2d_cftrt"]).T[internal_edges], - columns=map_file.variables["time"], - ) - self.set_logger_message( - "The Dflow2D output does not have the 'mesh2d_czu' key. Reverting to mesh2d_cftrt. " - "Make sure that the UnifFrictType is set to 0 (Cheyz) in the Dflow2d mdu file.", - "warning", - ) - else: - td[key] = pd.DataFrame( - data=np.array(map_file.variables[nckey]).T, - columns=map_file.variables["time"], - ) - - return tid_face, tid_edge, node_coordinates, td - - -class FmModelData: - """Used to read and store data from the 2D model.""" - - time_dependent_data = None - time_independent_data = None - edge_data = None - node_coordinates = None - css_data_list = None - - def __init__( - self, - time_dependent_data: pd.DataFrame, - time_independent_data: pd.DataFrame, - edge_data: dict, - node_coordinates: pd.DataFrame, - css_data_dictionary: dict, - ) -> None: - """Instantiate a FmModelData object. - - .. deprecated:: - Use :class:`fm2prof.imports.ModelData` instead. - - """ - warnings.warn( - "FmModelData is deprecated. Use fm2prof.imports.ModelData instead.", - DeprecationWarning, - stacklevel=2, - ) - self.time_dependent_data = time_dependent_data - self.time_independent_data = time_independent_data - self.edge_data = edge_data - self.node_coordinates = node_coordinates - self.css_data_list = self.get_ordered_css_list(css_data_dictionary) - - @staticmethod - def get_ordered_css_list(css_data_dict: dict[str, str]) -> list[dict[str, str]]: - """Return an ordered list where every element represents a Cross Section structure. - - Args: - css_data_dict (dict[str, str]): Dictionary ordered by the keys - - Returns: - (list): List where every element contains a dictionary - to create a Cross Section. - - """ - if not css_data_dict or not isinstance(css_data_dict, dict): - return [] - - number_of_css = len(css_data_dict[next(iter(css_data_dict))]) - css_dict_keys = css_data_dict.keys() - css_dict_values = css_data_dict.values() - return [ - dict( - zip( - css_dict_keys, - [value[idx] for value in css_dict_values if idx < len(value)], - ), - ) - for idx in range(number_of_css) - ] - - def get_selection(self, css_name: str) -> dict: - """Create a dictionary that holds all the 2D data for the cross-section with name 'css_name'. - - Args: - css_name (str): name of the cross-section - - """ - dti = self.time_independent_data - dtd = self.time_dependent_data - edge_data = self.edge_data - - x = dti["x"][dti["sclass"] == css_name] - y = dti["y"][dti["sclass"] == css_name] - area = dti["area"][dti["sclass"] == css_name] - region = dti["region"][dti["sclass"] == css_name] - islake = dti["islake"][dti["sclass"] == css_name] - waterdepth = dtd["waterdepth"][dti["sclass"] == css_name] - waterlevel = dtd["waterlevel"][dti["sclass"] == css_name] - vx = dtd["velocity_x"][dti["sclass"] == css_name] - vy = dtd["velocity_y"][dti["sclass"] == css_name] - face_section = dti["section"][dti["sclass"] == css_name] - # find all chezy values for this cross section, note that edge coordinates are used - chezy = dtd["chezy_edge"][edge_data["sclass"] == css_name] - try: - edge_faces = edge_data["edge_faces"][edge_data["sclass"] == css_name] - except KeyError: - edge_faces = None - - edge_x = edge_data["x"][edge_data["sclass"] == css_name] - edge_y = edge_data["y"][edge_data["sclass"] == css_name] - edge_section = np.array(edge_data["section"])[edge_data["sclass"] == css_name] # roughness section number - - bedlevel = dti["bedlevel"][dti["sclass"] == css_name] - - velocity = (vx**2 + vy**2) ** 0.5 - waterlevel[waterdepth == 0] = np.nan - - return { - "x": x, - "y": y, - "area": area, - "bedlevel": bedlevel, - "waterdepth": waterdepth, - "waterlevel": waterlevel, - "velocity": velocity, - "section": face_section, - "chezy": chezy, - "region": region, - "islake": islake, - "edge_faces": edge_faces, - "edge_x": edge_x, - "edge_y": edge_y, - "edge_section": edge_section, - } - - class ImportInputFiles(FM2ProfBase): """Contains all functions related to the import of files.""" From 2a72888ad9b63ff47e3158b90ff26ef92e753c78 Mon Sep 17 00:00:00 2001 From: Koen Berends Date: Fri, 24 Jul 2026 16:40:46 +0200 Subject: [PATCH 3/5] added test data for mlnbk case --- .../data/mlnbk_points.csv | 25442 ++++++++++++++++ .../model/CrossSectionLocations.ini | 17 + .../model/NetworkDefinition.ini | 27 + 3 files changed, 25486 insertions(+) create mode 100644 tests/test_data/cases/case_20_only_elevation/data/mlnbk_points.csv create mode 100644 tests/test_data/cases/case_20_only_elevation/model/CrossSectionLocations.ini create mode 100644 tests/test_data/cases/case_20_only_elevation/model/NetworkDefinition.ini diff --git a/tests/test_data/cases/case_20_only_elevation/data/mlnbk_points.csv b/tests/test_data/cases/case_20_only_elevation/data/mlnbk_points.csv new file mode 100644 index 00000000..e607b719 --- /dev/null +++ b/tests/test_data/cases/case_20_only_elevation/data/mlnbk_points.csv @@ -0,0 +1,25442 @@ +OID,Node_Index,POINT_X,POINT_Y,POINT_Z 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+25434,21050,179783.96827919,373630.791879144,25 +25435,21053,179784.077347849,373629.954845738,25 +25436,21055,179784.262785658,373628.531727217,25 +25437,3319,179787.601,373602.411000006,25 +25438,21033,179787.727180049,373601.404942468,25 +25439,21031,179787.826821331,373600.610483538,25 +25440,21025,179787.946979858,373599.652436797,25 +25441,21027,179788.097011592,373598.456205193,25 diff --git a/tests/test_data/cases/case_20_only_elevation/model/CrossSectionLocations.ini b/tests/test_data/cases/case_20_only_elevation/model/CrossSectionLocations.ini new file mode 100644 index 00000000..3c74cc08 --- /dev/null +++ b/tests/test_data/cases/case_20_only_elevation/model/CrossSectionLocations.ini @@ -0,0 +1,17 @@ +name,x,y,length,branch,offset +channel1_0.000, 639756.0142, 6680260.9375, 238.63, Channel1, 0.00 +channel1_477.253, 639706.0960, 6680734.5670, 477.25, Channel1, 477.25 +channel1_954.507, 639656.0720, 6681209.1920, 477.25, Channel1, 954.51 +channel1_1431.760, 639606.0490, 6681683.8160, 477.25, Channel1, 1431.76 +channel1_1909.014, 639556.0250, 6682158.4410, 477.25, Channel1, 1909.01 +channel1_2386.267, 639506.0020, 6682633.0650, 477.25, Channel1, 2386.27 +channel1_2863.521, 639455.9780, 6683107.6900, 477.25, Channel1, 2863.52 +channel1_3340.774, 639405.9550, 6683582.3150, 477.25, Channel1, 3340.77 +channel1_3818.028, 639355.9320, 6684056.9390, 477.25, Channel1, 3818.03 +channel1_4295.281, 639306.1790, 6684531.5920, 477.25, Channel1, 4295.28 +channel1_4772.534, 639256.4260, 6685006.2450, 477.25, Channel1, 4772.53 +channel1_5249.788, 639207.0030, 6685480.9330, 477.25, Channel1, 5249.79 +channel1_5727.041, 639158.3230, 6685955.6970, 477.25, Channel1, 5727.04 +channel1_6204.295, 639109.1390, 6686430.4090, 477.25, Channel1, 6204.30 +channel1_6681.548, 639059.3120, 6686905.0540, 477.25, Channel1, 6681.55 +channel1_7158.802, 639009.5894, 6687378.7045, 238.63, Channel1, 7158.80 diff --git a/tests/test_data/cases/case_20_only_elevation/model/NetworkDefinition.ini b/tests/test_data/cases/case_20_only_elevation/model/NetworkDefinition.ini new file mode 100644 index 00000000..69232d46 --- /dev/null +++ b/tests/test_data/cases/case_20_only_elevation/model/NetworkDefinition.ini @@ -0,0 +1,27 @@ +[General] + majorVersion = 1 + minorVersion = 0 + fileType = network + +[Node] + id = Node001 + x = 639756.119 + y = 6680259.943 + +[Node] + id = Node002 + x = 639009.485 + y = 6687379.699 + +[Branch] + id = Channel1 + fromNode = Node001 + toNode = Node002 + order = -1 + geometry = LINESTRING (639756.11914614157 6680259.94250664 0, 639356.076236621 6684055.5640708581 0, 639222.01826319087 6685334.4967078893 0, 639131.015405315 6686222.0192035176 0, 639009.48497252143 6687379.6992606334 0) + gridPointsCount = 16 + gridPointX = 639756.119 639706.096 639656.072 639606.049 639556.025 639506.002 639455.978 639405.955 639355.932 639306.179 639256.426 639207.003 639158.323 639109.139 639059.312 639009.485 + gridPointY = 6680259.943 6680734.567 6681209.192 6681683.816 6682158.441 6682633.065 6683107.690 6683582.315 6684056.939 6684531.592 6685006.245 6685480.933 6685955.697 6686430.409 6686905.054 6687379.699 + gridPointOffsets = 0.000 477.253 954.507 1431.760 1909.014 2386.267 2863.521 3340.774 3818.028 4295.281 4772.534 5249.788 5727.041 6204.295 6681.548 7158.802 + gridPointIds = Channel1_0.000;Channel1_477.253;Channel1_954.507;Channel1_1431.760;Channel1_1909.014;Channel1_2386.267;Channel1_2863.521;Channel1_3340.774;Channel1_3818.028;Channel1_4295.281;Channel1_4772.534;Channel1_5249.788;Channel1_5727.041;Channel1_6204.295;Channel1_6681.548;Channel1_7158.802 + From 9e9f744b07b814f52b1c9a334c387c83dc3d1492 Mon Sep 17 00:00:00 2001 From: Koen Berends Date: Tue, 28 Jul 2026 15:15:56 +0200 Subject: [PATCH 4/5] refactor: introduce source-agnostic ModelData pipeline with dtype-safe field coercion --- docs/notebooks/cross_section_data.ipynb | 8 +- fm2prof/cross_section.py | 70 +- fm2prof/data_preprocessing.py | 213 + fm2prof/fm2prof_runner.py | 359 +- fm2prof/imports/base.py | 267 +- fm2prof/imports/dflowfm.py | 186 +- fm2prof/ini_file.py | 35 + fm2prof/nearest_neighbour.py | 6 +- fm2prof/polygon_file.py | 2 + tests/test_acceptance.py | 13 + .../{mlnbk_points.csv => mlnbk_nodes.csv} | 0 .../data/mlnbk_triangles.csv | 50330 ++++++++++++++++ tests/test_data_import.py | 127 +- tests/test_data_preprocessing.py | 30 + 14 files changed, 51059 insertions(+), 587 deletions(-) create mode 100644 fm2prof/data_preprocessing.py rename tests/test_data/cases/case_20_only_elevation/data/{mlnbk_points.csv => mlnbk_nodes.csv} (100%) create mode 100644 tests/test_data/cases/case_20_only_elevation/data/mlnbk_triangles.csv create mode 100644 tests/test_data_preprocessing.py diff --git a/docs/notebooks/cross_section_data.ipynb b/docs/notebooks/cross_section_data.ipynb index d1fd36ba..f6d0be5b 100644 --- a/docs/notebooks/cross_section_data.ipynb +++ b/docs/notebooks/cross_section_data.ipynb @@ -77,9 +77,9 @@ "import matplotlib.pyplot as plt\n", "\n", "variable = 'bedlevel' # other variables to plot: bedlevel, section, region, area\n", - "x = data.get('fm_data').get('x')\n", - "y = data.get('fm_data').get('y')\n", - "z = data.get('fm_data').get(variable)\n", + "x = data.get('model_data').get('x')\n", + "y = data.get('model_data').get('y')\n", + "z = data.get('model_data').get(variable)\n", "\n", "fig, ax = plt.subplots(1)\n", "sc = ax.scatter(x/1000, y/1000, c=z)\n", @@ -162,7 +162,7 @@ "\n", "variable = 'velocity' # try also: waterlevel, waterdepth\n", "\n", - "z = data.get('fm_data').get(variable)\n", + "z = data.get('model_data').get(variable)\n", "fig, ax = plt.subplots(1)\n", "\n", "sc = ax.scatter(x/1000, y/1000, c=z.iloc[6])\n", diff --git a/fm2prof/cross_section.py b/fm2prof/cross_section.py index c648bd44..186255dd 100644 --- a/fm2prof/cross_section.py +++ b/fm2prof/cross_section.py @@ -128,9 +128,9 @@ def __init__( logger: Logger | None = None, inifile: IniFile | None = None, ) -> None: - """Derive cross-sections from fm_data (2D model results). + """Derive cross-sections from model_data (2D model results). - See docs how to acquire fm_data and how to prepare a proper 2D model. + See docs how to acquire model_data and how to prepare a proper 2D model. Args: @@ -147,7 +147,7 @@ def __init__( if not all( key in data - for key in ["id", "length", "xy", "branchid", "chainage", "fm_data"] + for key in ["id", "length", "xy", "branchid", "chainage", "model_data"] ): err_msg = "Input data does not have all required keys" raise KeyError(err_msg) @@ -158,7 +158,7 @@ def __init__( self.location = data.get("xy") # (x,y) self.branch = data.get("branchid") # name of 1D branch for cross-section self.chainage = data.get("chainage") # offset from beginning of branch - self._fm_data: dict = data.get("fm_data") # dictionary with fmdata + self._model_data: dict = data.get("model_data") # dictionary with fmdata # Cross-section geometry self.z = [] @@ -243,12 +243,12 @@ def build_geometry(self) -> None: # noqa: PLR0915 _css_flow_width """ - fm_data: dict = self._fm_data + model_data: dict = self._model_data # Unpack FM data def get_timeseries(name: str) -> np.array: - """Return data from fm_data after applying the skip_maps and checking for missing numbers.""" - data = fm_data[name].iloc[ + """Return data from model_data after applying the skip_maps and checking for missing numbers.""" + data = model_data[name].iloc[ :, self.get_parameter(self.__cs_parameter_skip_maps) :, ] @@ -262,8 +262,8 @@ def get_timeseries(name: str) -> np.array: waterdepth = get_timeseries("waterdepth") velocity = get_timeseries("velocity") - area = fm_data["area"] - bedlevel = fm_data["bedlevel"] + area = model_data["area"] + bedlevel = model_data["bedlevel"] # Convert area to a matrix for matrix operations # (much more efficient than for-loops) @@ -278,8 +278,8 @@ def get_timeseries(name: str) -> np.array: self.set_logger_message("Retrieving centre point values") (centre_depth, centre_level) = nearest_neighbour.get_centre_values( self.location, - fm_data["x"], - fm_data["y"], + model_data["x"], + model_data["y"], waterdepth, waterlevel, ) @@ -548,7 +548,7 @@ def assign_roughness(self) -> None: def get_number_of_faces(self) -> int: """Return the number of 2D faces within control volume.""" - return len(self._fm_data.get("x")) + return len(self._model_data.get("x")) def get_number_of_vertices(self) -> int: """Return the current number of geometry vertices.""" @@ -618,7 +618,7 @@ def reduce_points(self, count_after: int = 20) -> None: def set_face_output_list(self) -> None: """Generate a list of output mask points based on their values in the mask.""" - fm_data = self._fm_data + model_data = self._model_data # Properties keys cross_section_id_key = "cross_section_id" @@ -629,12 +629,12 @@ def set_face_output_list(self) -> None: try: # Normalize np arrays to list for correct access - x_coords = fm_data.get("x").tolist() - y_coords = fm_data.get("y").tolist() - region_list = fm_data.get("region").tolist() - section_list = fm_data.get("section").tolist() - bedlevel_list = fm_data.get("bedlevel").tolist() - is_lake_mask_list = fm_data.get("islake").tolist() + x_coords = model_data.get("x").tolist() + y_coords = model_data.get("y").tolist() + region_list = model_data.get("region").tolist() + section_list = model_data.get("section").tolist() + bedlevel_list = model_data.get("bedlevel").tolist() + is_lake_mask_list = model_data.get("islake").tolist() # Assume same length for x and y coords. for i in range(len(x_coords)): @@ -672,7 +672,7 @@ def set_edge_output_list(self) -> None: writes to self.__output_mask_list """ - fm_data = self._fm_data + model_data = self._model_data # Properties keys cross_section_id_key = "cross_section_id" @@ -680,9 +680,9 @@ def set_edge_output_list(self) -> None: try: # Normalize np arrays to list for correct access - x_coords = fm_data.get("edge_x").tolist() - y_coords = fm_data.get("edge_y").tolist() - section_list = fm_data.get("edge_section").tolist() + x_coords = model_data.get("edge_x").tolist() + y_coords = model_data.get("edge_y").tolist() + section_list = model_data.get("edge_section").tolist() # Assume same length for x and y coords. for i in range(len(x_coords)): mask_properties = { @@ -886,15 +886,15 @@ def _check_increasing_order(self, list_points: list) -> list: def _build_roughness_tables(self) -> None: # Find roughness tables for each section - chezy_fm = self._fm_data.get("chezy").iloc[ + chezy_fm = self._model_data.get("chezy").iloc[ :, self.get_parameter(self.__cs_parameter_skip_maps) :, ] - sections = np.unique(self._fm_data.get("edge_section")) + sections = np.unique(self._model_data.get("edge_section")) for section in sections: - chezy_section = chezy_fm[self._fm_data["edge_section"] == section] + chezy_section = chezy_fm[self._model_data["edge_section"] == section] if self.get_parameter(self.__cs_parameter_Frictionweighing) == 0: friction = self._friction_weighing_simple(chezy_section) elif self.get_parameter(self.__cs_parameter_Frictionweighing) == 1: @@ -934,9 +934,9 @@ def _friction_weighing_area( # Remove chezy where zero link_chezy = link_chezy.replace(0, np.nan) # efs are the two faces the edge connects to - efs = self._fm_data["edge_faces"][self._fm_data["edge_section"] == section] + efs = self._model_data["edge_faces"][self._model_data["edge_section"] == section] # compute the mean area for the two connecting faces - link_area = [self._fm_data.get("area_full").reindex(ef).mean() for ef in efs] + link_area = [self._model_data.get("area_full").reindex(ef).mean() for ef in efs] # the weight of one link is defined as the sum of the linked areas link_weight = link_area / np.sum(link_area) @@ -954,7 +954,7 @@ def _compute_section_widths(self) -> None: maximum width of the geometry, or a very small width that may lead to numerical instability. """ - unassigned_area = sum(self._fm_data["area"][self._fm_data["section"] == NODATA]) + unassigned_area = sum(self._model_data["area"][self._model_data["section"] == NODATA]) if unassigned_area > 0: self.set_logger_message( f"{unassigned_area} m2 was not assigned to any section in input files, and" @@ -965,12 +965,12 @@ def _compute_section_widths(self) -> None: for section in ["main", "floodplain1", "floodplain2"]: if section == "main": section_area = ( - np.sum(self._fm_data["area"][self._fm_data["section"] == section]) + np.sum(self._model_data["area"][self._model_data["section"] == section]) + unassigned_area ) / self.length else: section_area = ( - np.sum(self._fm_data["area"][self._fm_data["section"] == section]) + np.sum(self._model_data["area"][self._model_data["section"] == section]) / self.length ) self.section_widths[section] = section_area @@ -983,10 +983,10 @@ def _compute_floodplain_base(self) -> None: """ tolerance = self.get_inifile().get_parameter("sdfloodplainbase") # Mean bed level in section 2 (floodplain) - floodplain_mask = self._fm_data.get("section") == "floodplain1" + floodplain_mask = self._model_data.get("section") == "floodplain1" if floodplain_mask.sum(): mean_floodplain_elevation = np.nanmean( - self._fm_data["bedlevel"][floodplain_mask], + self._model_data["bedlevel"][floodplain_mask], ) # Tolerance. Base level must at least be some below the crest to prevent @@ -1288,8 +1288,8 @@ def _extend_css_below_z0( _fm_total_volume """ - bedlevel = self._fm_data.get("bedlevel").to_numpy() - cell_area = self._fm_data.get("area").to_numpy() + bedlevel = self._model_data.get("bedlevel").to_numpy() + cell_area = self._model_data.get("area").to_numpy() flow_area_at_z0 = self._fm_flow_area[0] lowest_level_of_css = ( centre_level[0] - centre_depth[0] diff --git a/fm2prof/data_preprocessing.py b/fm2prof/data_preprocessing.py new file mode 100644 index 00000000..fb2d0383 --- /dev/null +++ b/fm2prof/data_preprocessing.py @@ -0,0 +1,213 @@ +"""Data preprocessing pipeline for FM2PROF. + +Provides a single entry point for loading, classifying and assembling +all 2D model data into a :class:`ModelData` instance that is ready for +cross-section generation. + +The main function :func:`build_model_data` is source-agnostic: the +source format is selected via the ``source`` argument and resolved +through :class:`~fm2prof.imports.ImporterFactory`. + +Functions: + build_model_data: Load and classify all input data into a ModelData instance. + classify_sections_by_variance: Classify faces/edges into roughness sections + using variance-reduction on Chézy values. +""" + +from __future__ import annotations + +from typing import TYPE_CHECKING + +import numpy as np + +from fm2prof import nearest_neighbour +from fm2prof.data_import import ImportInputFiles +from fm2prof.imports import ImporterFactory +from fm2prof.imports.base import ModelData +from fm2prof.ini_file import InputFiles +from fm2prof.polygon_file import GridPointsInPolygonResults, RegionPolygon, SectionPolygon + +if TYPE_CHECKING: + import logging + + +def build_model_data( + input_files: InputFiles, + source: str = "dflowfm", + *, + default_region: str = "", + default_section: str = "main", + logger: logging.Logger | None = None, +) -> ModelData: + """Load, classify and assemble all 2D model data into a ModelData instance. + + This function is the single entry point for the initialisation pipeline. + It is source-agnostic: pass ``source="dflowfm"`` (or any supported source) + and the appropriate importer is selected automatically. + + Steps performed: + 1. Import 2D map file via :class:`~fm2prof.imports.ImporterFactory`. + 2. Read cross-section location file. + 3. Optionally read region and section polygon files. + 4. Classify 2D faces and edges to cross-sections (nearest neighbour). + 5. Classify 2D faces and edges to roughness sections (polygon or variance). + + Args: + input_files: Container with paths to all required input files. + source: Source format identifier. Default: ``"dflowfm"``. + default_region: Default region label when no region polygon is given. + default_section: Default section label when no section polygon is given. + logger: Optional logger instance for status messages. + + Returns: + A fully classified :class:`~fm2prof.imports.ModelData` instance. + + """ + map_file = input_files.map_file + css_file = input_files.css_file + region_file = input_files.region_file + section_file = input_files.section_file + + def _log(msg: str) -> None: + if logger is not None: + logger.info(msg) + + # Ensure a valid logger is available for FM2ProfBase subclasses + from fm2prof.common import FM2ProfBase # noqa: PLC0415 + _base = FM2ProfBase() + _base.set_logger(logger if logger is not None else _base.create_logger()) + _logger = _base.get_logger() + + # 1. Import 2D map file + _log("Reading 2D map file") + model_data: ModelData = ImporterFactory.create(source, map_file).import_data() + + # 2. Read cross-section locations + _log("Reading cross-section location file") + _importer = ImportInputFiles() + _importer.set_logger(_logger) + cssdata = _importer.css_file(css_file) + + # 3. Read polygon files + _log("Reading polygon files") + regions = ( + RegionPolygon(region_file, logger=_logger, default_value=default_region) + if region_file + else None + ) + sections = ( + SectionPolygon(section_file, logger=_logger, default_value=default_section) + if section_file + else None + ) + + # 4. Classify faces and edges to cross-sections + if regions is None: + _log("Classifying 2D points to cross-sections (no region polygon)") + neigh = nearest_neighbour.get_class_tree(cssdata["xy"], cssdata["id"]) + model_data.geometry.sclass = neigh.predict( + np.array([model_data.geometry.x, model_data.geometry.y]).T, + ) + model_data.edges.sclass = neigh.predict( + np.array([model_data.edges.x, model_data.edges.y]).T, + ) + else: + _log("Classifying 2D points to cross-sections using region polygon") + gridpoints_in_regions: GridPointsInPolygonResults = regions.get_gridpoints_in_polygon(map_file) + model_data.geometry.region = gridpoints_in_regions.faces_in_polygon + model_data.edges.region = gridpoints_in_regions.edges_in_polygon + + css_regions = regions.get_points_in_polygon(cssdata["xy"], property_name="region") + + model_data.geometry.sclass = model_data.geometry.region.copy() + model_data.edges.sclass = model_data.edges.region.copy() + for region in np.unique(model_data.geometry.region): + css_xy = cssdata["xy"][np.array(css_regions) == region] + css_id = cssdata["id"][np.array(css_regions) == region] + if len(css_id) == 0: + continue + neigh = nearest_neighbour.get_class_tree(css_xy, css_id) + node_mask = model_data.geometry.region == region + model_data.geometry.sclass[node_mask] = neigh.predict( + np.array([model_data.geometry.x[node_mask], model_data.geometry.y[node_mask]]).T, + ) + edge_mask = model_data.edges.region == region + model_data.edges.sclass[edge_mask] = neigh.predict( + np.array([model_data.edges.x[edge_mask], model_data.edges.y[edge_mask]]).T, + ) + + # 5. Classify faces and edges to roughness sections + if sections is None: + _log("Classifying roughness sections by Chézy variance (no section polygon)") + model_data.edges.section = classify_sections_by_variance( + model_data.edges.section, model_data.hydraulics.chezy_edge, + ) + model_data.geometry.section = classify_sections_by_variance( + model_data.geometry.section, model_data.hydraulics.waterlevel, + ) + else: + _log("Classifying roughness sections using section polygon") + gridpoints_in_sections: GridPointsInPolygonResults = sections.get_gridpoints_in_polygon(map_file) + model_data.geometry.section = gridpoints_in_sections.faces_in_polygon + model_data.edges.section = gridpoints_in_sections.edges_in_polygon + + # 6. Attach cross-section definitions + if cssdata and isinstance(cssdata, dict): + n = len(cssdata[next(iter(cssdata))]) + keys = cssdata.keys() + model_data.css_data_list = [ + dict(zip(keys, [v[i] for v in cssdata.values()])) + for i in range(n) + ] + else: + model_data.css_data_list = [] + + return model_data + + +def classify_sections_by_variance( + section: np.ndarray, + variable: np.ndarray, +) -> np.ndarray: + """Classify faces or edges into roughness sections using variance reduction on Chézy values. + + Assigns elements of ``section`` to ``"1"`` (main channel) or ``"2"`` (floodplain) + by finding the variable split value that minimises within-group variance at + the last timestep. + + Used when no section polygon file is provided. + + .. note:: + Variance reduction is a standard decision-tree splitting criterion. + See https://en.wikipedia.org/wiki/Decision_tree_learning#Variance_reduction. + + Args: + section: 1-D array of section labels to be updated (returned as new array). + variable: 2-D array of values, shape ``(N_points, N_timesteps)``. + + Returns: + Updated section array with values ``"1"`` (main) or ``"2"`` (floodplain). + + """ + end_values = variable[:, -1] # last timestep, shape (N_points,) + result = section.copy() + threshold_no_variance = 2 # skip split when all values are near-identical + + split_candidates = np.arange(min(end_values), max(end_values), 1) + if len(split_candidates) < threshold_no_variance: + result[:] = "1" + else: + variance_list = [ + np.max( + [ + np.var(end_values[end_values > split]), + np.var(end_values[end_values <= split]), + ], + ) + for split in split_candidates + ] + splitpoint = split_candidates[np.nanargmin(variance_list)] + result[end_values > splitpoint] = "1" # main channel + result[end_values <= splitpoint] = "2" # floodplain + + return result diff --git a/fm2prof/fm2prof_runner.py b/fm2prof/fm2prof_runner.py index c5c71673..21bd2f8e 100644 --- a/fm2prof/fm2prof_runner.py +++ b/fm2prof/fm2prof_runner.py @@ -50,19 +50,18 @@ import geojson import numpy as np -import pandas as pd import tqdm from geojson import Feature, FeatureCollection, Polygon from scipy.spatial import ConvexHull -from fm2prof import mask_output_file, nearest_neighbour +from fm2prof import mask_output_file from fm2prof.common import FM2ProfBase, get_version from fm2prof.cross_section import CrossSection, CrossSectionHelpers -from fm2prof.data_import import ImportInputFiles +from fm2prof.data_preprocessing import build_model_data from fm2prof.export import ExporterFactory -from fm2prof.imports import ImporterFactory, ModelData -from fm2prof.ini_file import ConfigurationFileError, IniFile -from fm2prof.polygon_file import GridPointsInPolygonResults, PolygonError, RegionPolygon, SectionPolygon +from fm2prof.imports import ModelData +from fm2prof.ini_file import ConfigurationFileError, IniFile, InputFiles +from fm2prof.polygon_file import PolygonError class InitializationError(Exception): @@ -83,7 +82,7 @@ class Fm2ProfRunner(FM2ProfBase): ] def __init__(self, ini_file_path: Path | str = "") -> None: - """Initialize the project. + """Initialize the project and load configuration. Args: ---- @@ -91,7 +90,7 @@ def __init__(self, ini_file_path: Path | str = "") -> None: """ self.version: str = get_version() - self.fm_model_data: ModelData = None + self.model_data: ModelData = None self.set_logger(self.create_logger()) @@ -221,40 +220,37 @@ def _run_inifile(self) -> bool: # Returns true if program finished without errors return errors == 0 - def _initialise_fm2prof(self) -> None: + def _initialise_fm2prof(self) -> bool: """Load data, inifile.""" ini_file: IniFile = self.get_inifile() raise_file_not_found: bool = False - # shorter local variables - map_file = ini_file.get_input_file(self.__map_key) - css_file = ini_file.get_input_file(self.__css_key) - region_file = ini_file.get_input_file("RegionPolygonFile") - section_file = ini_file.get_input_file("SectionPolygonFile") + input_files: InputFiles = ini_file.get_input_files() # Check if mandatory input exists - if not Path(map_file).is_file(): + if not Path(input_files.map_file).is_file(): self.set_logger_message( - f"File for {self.__map_key} not found at {map_file}", + f"File for {self.__map_key} not found at {input_files.map_file}", "error", ) raise_file_not_found = True - if not Path(css_file).is_file(): + if not Path(input_files.css_file).is_file(): self.set_logger_message( - f"File for {self.__css_key} not found at {css_file}", + f"File for {self.__css_key} not found at {input_files.css_file}", "error", ) raise_file_not_found = True if raise_file_not_found: raise InitializationError - # Read FM model data + # Preprocess the data try: - self._set_fm_model_data( - map_file, - css_file, - region_file, - section_file, + self.model_data = build_model_data( + input_files, + source="dflowfm", + default_region=ini_file.get_parameter("DefaultRegion"), + default_section=ini_file.get_parameter("DefaultSection"), + logger=self.get_logger(), ) except PolygonError as e: self.set_logger_message(f"Error during initialisation: {e}", "error") @@ -269,10 +265,9 @@ def _initialise_fm2prof(self) -> None: ) raise InitializationError - # print goodbye - ntsteps: int = self.fm_model_data.time_dependent_data.get("waterlevel").shape[1] - nfaces: int = self.fm_model_data.time_dependent_data.get("waterlevel").shape[0] - nedges: int = self.fm_model_data.edge_data.get("x").shape[0] + ntsteps: int = self.model_data.hydraulics.waterlevel.shape[1] + nfaces: int = self.model_data.hydraulics.waterlevel.shape[0] + nedges: int = self.model_data.edges.x.shape[0] self.set_logger_message("finished reading FM and cross-sectional data data") self.set_logger_message( f"Number of: timesteps ({ntsteps}), " @@ -283,17 +278,85 @@ def _initialise_fm2prof(self) -> None: return success + def _generate_cross_section_list(self) -> list[CrossSection]: + """Generate cross sections based on the given model_data. + + Returns: + ------- + (list): List of generated cross sections + + """ + cross_sections = [] + if not self.model_data: + return cross_sections + + # Preprocess css from model_data so it's easier to handle it. + css_data_list = self.model_data.css_data_list + + # Set the number of cross-section for progress bar + css_selection = self._get_css_range(number_of_css=len(css_data_list)) + self.get_logformatter().set_number_of_iterations(len(css_selection) + 1) + selected_list = np.array(css_data_list)[css_selection] + + # Generate cross-sections one by one + pbar = tqdm.tqdm(total=len(selected_list)) + for i, css_data in enumerate(selected_list): + self.start_new_log_task( + f"{css_data.get('id')} ({i}/{len(selected_list)})", + pbar=pbar, + ) + generated_cross_section = self._generate_cross_section( + css_data, + self.model_data, + ) + if generated_cross_section is not None: + cross_sections.append(generated_cross_section) + pbar.update(1) + + return cross_sections + + def _finalise_fm2prof(self, cross_sections: list[CrossSection]) -> None: + """Write to output, perform checks.""" + self.set_logger_message("Interpolating roughness") + CrossSectionHelpers().interpolate_friction_across_cross_sections(cross_sections) + + # Export cross sections + output_dir = self.get_inifile().get_output_directory() + self.set_logger_message(f"Export model input files to {output_dir}") + self._write_output(cross_sections, output_dir) + + # Generate debug output + self._create_debug_output_if_not_exists(output_dir / "debug") + + try: + export_mapfiles = self.get_inifile().get_parameter("ExportMapFiles") + except KeyError: + # If key is missing, do not export files by default. + # We need a better solution for this (inifile.getparam?.. handle defaults there?) + export_mapfiles = False + if export_mapfiles: + self.set_logger_message(f"Export geojson output to {output_dir}/debug") + self._generate_geojson_output(output_dir / "debug", cross_sections) + + # Export bounding boxes of cross-section control volumes + try: + self._export_envelope(output_dir / "debug", cross_sections) + except Exception as e_error: + e_message = str(e_error) + self.set_logger_message("Error while exporting bounding boxes", "error") + self.set_logger_message(e_message, "error") + def _validate_config_after_initalization(self) -> bool: """Perform validation checks on config file. - Returns True if all checks succesfull, False if check fails. + Returns True if all checks succesful, False if check fails. """ success: bool = True self.set_logger_message("Validating settings", "Info") # Check if skipmaps is lower than maximum amount of maps - nsteps: int = self.fm_model_data.time_dependent_data.get("waterlevel").shape[1] + nsteps: int = self.model_data.hydraulics.waterlevel.shape[1] skipmap: int = self.get_inifile().get_parameter(self.__key_skipmaps) if skipmap >= nsteps: @@ -314,7 +377,7 @@ def _validate_config_after_initalization(self) -> bool: # Check if edge/face data is available if ( - "edge_faces" not in self.fm_model_data.edge_data + self.model_data.edges.edge_faces is None and self.get_inifile().get_parameter(self.__key_frictionweighingmethod) == 1 ): self.set_logger_message( @@ -327,43 +390,11 @@ def _validate_config_after_initalization(self) -> bool: return success - def _finalise_fm2prof(self, cross_sections: list[CrossSection]) -> None: - """Write to output, perform checks.""" - self.set_logger_message("Interpolating roughness") - CrossSectionHelpers().interpolate_friction_across_cross_sections(cross_sections) - - # Export cross sections - output_dir = self.get_inifile().get_output_directory() - self.set_logger_message(f"Export model input files to {output_dir}") - self._write_output(cross_sections, output_dir) - - # Generate debug output - self._create_debug_output_if_not_exists(output_dir / "debug") - - try: - export_mapfiles = self.get_inifile().get_parameter("ExportMapFiles") - except KeyError: - # If key is missing, do not export files by default. - # We need a better solution for this (inifile.getparam?.. handle defaults there?) - export_mapfiles = False - if export_mapfiles: - self.set_logger_message(f"Export geojson output to {output_dir}/debug") - self._generate_geojson_output(output_dir / "debug", cross_sections) - - # Export bounding boxes of cross-section control volumes - try: - self._export_envelope(output_dir / "debug", cross_sections) - except Exception as e_error: - e_message = str(e_error) - self.set_logger_message("Error while exporting bounding boxes", "error") - self.set_logger_message(e_message, "error") - def _create_debug_output_if_not_exists(self, output_dir: Path) -> None: """Create debug output directory if it does not exist.""" if not output_dir.exists(): output_dir.mkdir(parents=True, exist_ok=True) - def _export_envelope( self, output_dir: Path | str, @@ -392,160 +423,6 @@ def _export_envelope( with Path(output_dir).joinpath("cross_section_volumes.geojson").open("w") as f: geojson.dump(FeatureCollection(css_hulls), f, indent=2) - def _set_fm_model_data( - self, - res_file: str | Path, - css_file: str | Path, - region_file: str | Path, - section_file: str | Path, - ) -> tuple: - """Read input files for 'FM2PROF'. - - See documentation for file format descriptions. - - Args: - res_file (str | Path): path to FlowFM map netcfd file (*_map.nc) - css_file (str | Path): path to cross-section definition file - region_file (str | Path): path to region polygon file - section_file (str | Path): path to section polygon file - - Returns: - tuple: Tuple containing time dependent data, time independent data, edge data, node coordinates, - and cross section data. - - """ - ini_file = self.get_inifile() - - # Read FM map file - self.set_logger_message("Reading FM Map file") - fm_model_data = ImporterFactory.create("dflowfm", res_file).import_data() - time_independent_data = fm_model_data.time_independent_data - edge_data = fm_model_data.edge_data - node_coordinates = fm_model_data.node_coordinates - time_dependent_data = fm_model_data.time_dependent_data - - # Load locations and names of cross-sections - self.set_logger_message("Reading css file") - importer = ImportInputFiles(logger=self.get_logger()) - cssdata = importer.css_file(css_file) - - # Read region & section polygon files - self.set_logger_message("Reading polygon files") - - regions = RegionPolygon(region_file, - logger=self.get_logger(), - default_value=ini_file.get_parameter("DefaultRegion")) if region_file else None - sections = SectionPolygon(section_file, - logger=self.get_logger(), - default_value=ini_file.get_parameter("DefaultSection")) if section_file else None - - # Assign 2D points to cross-sections - if regions is None: - self.set_logger_message( - "All 2D points assigned to the same region and classifying points to cross-sections", - ) - time_independent_data, edge_data = nearest_neighbour.classify_without_regions( - cssdata, - time_independent_data, - edge_data, - ) - else: - self.set_logger_message("Assigning 2D points to regions using Region Polygon") - # do in-polygon - gridpoints_in_regions: GridPointsInPolygonResults = regions.get_gridpoints_in_polygon(res_file) - time_independent_data["region"] = gridpoints_in_regions.faces_in_polygon - edge_data["region"] = gridpoints_in_regions.edges_in_polygon - - # Determine in which region the cross-sections are - css_regions = regions.get_points_in_polygon(cssdata["xy"], property_name="region") - - # do nearest_neighbour.classify_with_regions - time_independent_data, edge_data = nearest_neighbour.classify_with_regions( - cssdata, - time_independent_data, - edge_data, - css_regions, - ) - - # Classify sections - if sections is None: - self.set_logger_message("Assigning point to sections without polygons") - edge_data = self._classify_roughness_sections_by_variance( - edge_data, - time_dependent_data["chezy_edge"], - ) - time_independent_data = self._classify_roughness_sections_by_variance( - time_independent_data, - time_dependent_data["chezy_mean"], - ) - else: - self.set_logger_message("Assigning 2D points to sections using Section Polygon") - # do in-polygon - gridpoints_in_sections: GridPointsInPolygonResults = sections.get_gridpoints_in_polygon(res_file) - - time_independent_data["section"] = gridpoints_in_sections.faces_in_polygon - edge_data["section"] = gridpoints_in_sections.edges_in_polygon - - self.fm_model_data = ModelData( - time_dependent_data=time_dependent_data, - time_independent_data=time_independent_data, - edge_data=edge_data, - node_coordinates=node_coordinates, - css_data_dictionary=cssdata, - source="dflowfm", - ) - - - def _classify_roughness_sections_by_variance( - self, - data: pd.DataFrame | dict, - variable: pd.DataFrame, - ) -> pd.DataFrame | dict: - """Classify the region into main channel and floodplain based on roughness. - - It is used when the user does not specify a section polygon. - - This method assumes that the main channel is much deeper than the floodplain. Therefore, - the Chézy values will be higher than those in the floodplain. The objective is now to - define a split-value that minimizes the variance of the split sets. - - .. note:: - Variance reduction classification is method often used in decision tree learning, - e.g. see https://en.wikipedia.org/wiki/Decision_tree_learning#Variance_reduction - for more information. - - """ - # Get chezy values at last timestep - end_values = variable.T.iloc[-1].to_numpy() - key = "section" - threshold_no_variance = 2 # this means that all end values are very close together, so do not split - - # Find split point (chezy value) by variance minimisation - split_candidates = np.arange(min(end_values), max(end_values), 1) - if len(split_candidates) < threshold_no_variance: - data[key][:] = 1 - else: - variance_list = [ - np.max( - [ - np.var(end_values[end_values > split]), - np.var(end_values[end_values <= split]), - ], - ) - for split in split_candidates - ] - splitpoint = split_candidates[np.nanargmin(variance_list)] - - # High chezy values are assigned to section number '1' (Main channel) - # Low chezy values are assigned to section number '2' (Flood plain) - if isinstance(data, pd.DataFrame): - data.loc[end_values > splitpoint, key] = 1 - data.loc[end_values <= splitpoint, key] = 2 - else: - data[key][end_values > splitpoint] = 1 - data[key][end_values <= splitpoint] = 2 - return data - def _generate_geojson_output(self, output_dir: str, cross_sections: list) -> None: """Generate geojson file based on cross sections. @@ -577,43 +454,6 @@ def _generate_geojson_output(self, output_dir: str, cross_sections: list) -> Non level="error", ) - def _generate_cross_section_list(self) -> list[CrossSection]: - """Generate cross sections based on the given fm_model_data. - - Returns: - ------- - (list): List of generated cross sections - - """ - cross_sections = [] - if not self.fm_model_data: - return cross_sections - - # Preprocess css from fm_model_data so it's easier to handle it. - css_data_list = self.fm_model_data.css_data_list - - # Set the number of cross-section for progress bar - css_selection = self._get_css_range(number_of_css=len(css_data_list)) - self.get_logformatter().set_number_of_iterations(len(css_selection) + 1) - selected_list = np.array(css_data_list)[css_selection] - - # Generate cross-sections one by one - pbar = tqdm.tqdm(total=len(selected_list)) - for i, css_data in enumerate(selected_list): - self.start_new_log_task( - f"{css_data.get('id')} ({i}/{len(selected_list)})", - pbar=pbar, - ) - generated_cross_section = self._generate_cross_section( - css_data, - self.fm_model_data, - ) - if generated_cross_section is not None: - cross_sections.append(generated_cross_section) - pbar.update(1) - - return cross_sections - def _get_css_range(self, number_of_css: int) -> np.array: """Parse the CssSelection keyword from the inifile.""" css_selection = self.get_inifile().get_parameter("CssSelection") @@ -626,7 +466,7 @@ def _get_css_range(self, number_of_css: int) -> np.array: def _generate_cross_section( self, css_data: dict, - fm_model_data: ModelData, + model_data: ModelData, ) -> CrossSection: """Generate a cross section and configures its values based. @@ -635,13 +475,13 @@ def _generate_cross_section( Args: ---- css_data (dict): Dictionary of data for the current cross section. - fm_model_data (FmModelData): Data to assign to the new cross section + model_data (FmModelData): Data to assign to the new cross section Raises: ------ Exception: If no css_data is given. Exception: If no input_param_dict is given. - Exception: If no fm_model_data is given. + Exception: If no model_data is given. Returns: ------- @@ -656,7 +496,7 @@ def _generate_cross_section( if not css_name: css_name = "new_cross_section" - if fm_model_data is None: + if model_data is None: err_msg = f"No FM data given for new cross section {css_name}" raise ValueError(err_msg) @@ -765,7 +605,7 @@ def _create_new_cross_section(self, css_data: dict) -> CrossSection | None: return None # Get remainig data - css_data["fm_data"] = self.fm_model_data.get_selection(css_data.get("id")) + css_data["model_data"] = self.model_data.get_selection(css_data.get("id")) if self.get_inifile().get_parameter("ExportCSSData"): output_dir = Path(self.get_inifile().get_output_directory()) @@ -778,7 +618,6 @@ def _create_new_cross_section(self, css_data: dict) -> CrossSection | None: data=css_data, ) - def _write_output(self, cross_sections: list, output_dir: Path) -> None: """Export all cross sections to the necessary file formats. diff --git a/fm2prof/imports/base.py b/fm2prof/imports/base.py index 96bec3e8..fba17234 100644 --- a/fm2prof/imports/base.py +++ b/fm2prof/imports/base.py @@ -3,144 +3,193 @@ from __future__ import annotations from abc import ABC, abstractmethod +from dataclasses import dataclass, field, fields from pathlib import Path -from typing import TYPE_CHECKING import numpy as np import pandas as pd from fm2prof.common import FM2ProfBase -if TYPE_CHECKING: - pass + +def _ndarray_setattr(obj: object, name: str, value: object) -> None: + """Coerce value to np.ndarray using dtype declared in field metadata.""" + for f in fields(obj.__class__): + if f.name == name: + dtype = f.metadata.get("dtype") + if dtype is not None: + value = np.asarray(value, dtype=dtype) + break + object.__setattr__(obj, name, value) + + +@dataclass +class FaceGeometry: + """Geometric properties of 2D mesh faces (cells). All arrays have length N_faces.""" + + x: np.ndarray = field(metadata={"dtype": float}) # face centroid x-coordinate [m] + y: np.ndarray = field(metadata={"dtype": float}) # face centroid y-coordinate [m] + area: np.ndarray = field(metadata={"dtype": float}) # face area [m2] + bedlevel: np.ndarray = field(metadata={"dtype": float}) # bed level [m+NAP] + section: np.ndarray = field(metadata={"dtype": object}) # section classification (main/floodplain) + region: np.ndarray = field(metadata={"dtype": object}) # region label → cross-section name + islake: np.ndarray = field(metadata={"dtype": bool}) # True if face belongs to a lake + sclass: np.ndarray = field(metadata={"dtype": object}) # cross-section class label for selection + + def __setattr__(self, name: str, value: object) -> None: + _ndarray_setattr(self, name, value) + + +@dataclass +class EdgeGeometry: + """Geometric properties of 2D mesh edges (flow links). All arrays have length N_edges.""" + + x: np.ndarray = field(metadata={"dtype": float}) # edge centroid x-coordinate [m] + y: np.ndarray = field(metadata={"dtype": float}) # edge centroid y-coordinate [m] + section: np.ndarray = field(metadata={"dtype": object}) # section classification per edge + region: np.ndarray = field(metadata={"dtype": object}) # region classification per edge + sclass: np.ndarray = field(metadata={"dtype": object}) # cross-section class label for selection + edge_nodes: np.ndarray = field(metadata={"dtype": int}) # node indices per edge, shape (N_edges, 2) + edge_faces: np.ndarray | None = None # face indices per edge, shape (N_edges, 2) + + def __setattr__(self, name: str, value: object) -> None: + if name == "edge_faces": + object.__setattr__(self, name, np.asarray(value) if value is not None else None) + else: + _ndarray_setattr(self, name, value) + + +@dataclass +class HydraulicData: + """Time-dependent hydraulic results. Shape (N_timesteps, N_faces) unless noted.""" + + waterlevel: np.ndarray = field(metadata={"dtype": float}) # water surface level [m+NAP] + waterdepth: np.ndarray = field(metadata={"dtype": float}) # water depth [m] + velocity_x: np.ndarray = field(metadata={"dtype": float}) # x-component depth-averaged velocity [m/s] + velocity_y: np.ndarray = field(metadata={"dtype": float}) # y-component depth-averaged velocity [m/s] + chezy_edge: np.ndarray = field(metadata={"dtype": float}) # Chezy roughness on edges [m0.5/s] + + def __setattr__(self, name: str, value: object) -> None: + _ndarray_setattr(self, name, value) + + +@dataclass +class CrossSectionData: + """Definition of a single cross-section location from the 1D model.""" + + name: str + """Unique cross-section identifier.""" + + length: float + """Representative length [m].""" + + location: tuple[float, float] + """(x, y) coordinates of the cross-section.""" + + branch_id: str + """Branch identifier in the 1D network.""" + + offset: float + """Offset along the branch [m].""" class ModelData: - """Generalized model data container, source-agnostic. + """Source-agnostic container for all data required to generate 1D cross-sections. - Stores all data read from a 2D model, regardless of the source format. - Replaces the format-specific FmModelData class. - """ + ``geometry`` is always required. ``edges`` and ``hydraulics`` are optional + to support future use cases where only geometric data is available + (e.g. mesh inspection, dry-run validation). - time_dependent_data: dict | None = None - time_independent_data: pd.DataFrame | None = None - edge_data: dict | None = None - node_coordinates: pd.DataFrame | None = None - css_data_list: list | None = None - source: str = "" + Attributes: + geometry: Required. Geometric properties of 2D mesh faces. + cross_sections: Required. Ordered list of cross-section definitions. + source: Required. Format identifier, e.g. ``'dflowfm'``. + edges: Optional. Geometric properties of 2D mesh edges. + hydraulics: Optional. Time-dependent hydraulic results. + + """ def __init__( self, - time_dependent_data: dict, - time_independent_data: pd.DataFrame, - edge_data: dict, - node_coordinates: pd.DataFrame, - css_data_dictionary: dict, - source: str = "", + geometry: FaceGeometry, + cross_sections: list[CrossSectionData], + source: str, + edges: EdgeGeometry | None = None, + hydraulics: HydraulicData | None = None, ) -> None: - """Instantiate a ModelData object. - - Args: - time_dependent_data: Time-dependent data (e.g. water levels, velocities). - time_independent_data: Time-independent data on faces (e.g. section allocation). - edge_data: Time-independent data on flow links. - node_coordinates: Node coordinates. - css_data_dictionary: Cross-section data dictionary. - source: Identifier of the source format (e.g. 'dflowfm'). - - """ - self.time_dependent_data = time_dependent_data - self.time_independent_data = time_independent_data - self.edge_data = edge_data - self.node_coordinates = node_coordinates - self.css_data_list = self.get_ordered_css_list(css_data_dictionary) + self.geometry = geometry + self.cross_sections = cross_sections self.source = source + self.edges = edges + self.hydraulics = hydraulics - @staticmethod - def get_ordered_css_list(css_data_dict: dict[str, str]) -> list[dict[str, str]]: - """Return an ordered list where every element represents a Cross Section structure. - - Args: - css_data_dict: Dictionary ordered by the keys. - - Returns: - List where every element contains a dictionary to create a Cross Section. + @property + def has_hydraulics(self) -> bool: + """Return True if hydraulic data is available.""" + return self.hydraulics is not None - """ - if not css_data_dict or not isinstance(css_data_dict, dict): - return [] - - number_of_css = len(css_data_dict[next(iter(css_data_dict))]) - css_dict_keys = css_data_dict.keys() - css_dict_values = css_data_dict.values() - return [ - dict( - zip( - css_dict_keys, - [value[idx] for value in css_dict_values if idx < len(value)], - ), - ) - for idx in range(number_of_css) - ] + @property + def has_edges(self) -> bool: + """Return True if edge geometry data is available.""" + return self.edges is not None def get_selection(self, css_name: str) -> dict: - """Create a dictionary that holds all the 2D data for the cross-section with name 'css_name'. + """Return all 2D data for cross-section ``css_name``. Args: - css_name: Name of the cross-section. + css_name: Name of the cross-section to select. Returns: - Dictionary with all 2D data for the given cross-section. + Dictionary with all available 2D data for the cross-section. + Keys for edges and hydraulics are omitted if those are not available. + + Raises: + ValueError: If hydraulics are required but not available. """ - dti = self.time_independent_data - dtd = self.time_dependent_data - edge_data = self.edge_data - - x = dti["x"][dti["sclass"] == css_name] - y = dti["y"][dti["sclass"] == css_name] - area = dti["area"][dti["sclass"] == css_name] - region = dti["region"][dti["sclass"] == css_name] - islake = dti["islake"][dti["sclass"] == css_name] - waterdepth = dtd["waterdepth"][dti["sclass"] == css_name] - waterlevel = dtd["waterlevel"][dti["sclass"] == css_name] - vx = dtd["velocity_x"][dti["sclass"] == css_name] - vy = dtd["velocity_y"][dti["sclass"] == css_name] - face_section = dti["section"][dti["sclass"] == css_name] - chezy = dtd["chezy_edge"][edge_data["sclass"] == css_name] - - try: - edge_faces = edge_data["edge_faces"][edge_data["sclass"] == css_name] - except KeyError: - edge_faces = None - - edge_x = edge_data["x"][edge_data["sclass"] == css_name] - edge_y = edge_data["y"][edge_data["sclass"] == css_name] - edge_section = np.array(edge_data["section"])[edge_data["sclass"] == css_name] - - bedlevel = dti["bedlevel"][dti["sclass"] == css_name] - - velocity = (vx**2 + vy**2) ** 0.5 - waterlevel[waterdepth == 0] = np.nan - - return { - "x": x, - "y": y, - "area": area, - "bedlevel": bedlevel, - "waterdepth": waterdepth, - "waterlevel": waterlevel, - "velocity": velocity, - "section": face_section, - "chezy": chezy, - "region": region, - "islake": islake, - "edge_faces": edge_faces, - "edge_x": edge_x, - "edge_y": edge_y, - "edge_section": edge_section, + g = self.geometry + mask_face = g.sclass == css_name + face_idx = np.where(mask_face)[0] + + result = { + "x": pd.Series(g.x[mask_face], index=face_idx), + "y": pd.Series(g.y[mask_face], index=face_idx), + "area": pd.Series(g.area[mask_face], index=face_idx), + "bedlevel": pd.Series(g.bedlevel[mask_face], index=face_idx), + "section": pd.Series(g.section[mask_face], index=face_idx), + "region": pd.Series(g.region[mask_face], index=face_idx), + "islake": pd.Series(g.islake[mask_face], index=face_idx), } + if self.has_hydraulics: + h = self.hydraulics + waterdepth = pd.DataFrame(h.waterdepth[mask_face], index=face_idx) + waterlevel = pd.DataFrame(h.waterlevel[mask_face].copy(), index=face_idx) + waterlevel[waterdepth == 0] = np.nan + vx = h.velocity_x[mask_face] + vy = h.velocity_y[mask_face] + + result.update({ + "waterdepth": waterdepth, + "waterlevel": waterlevel, + "velocity": pd.DataFrame((vx**2 + vy**2) ** 0.5, index=face_idx), + }) + + if self.has_edges: + e = self.edges + mask_edge = e.sclass == css_name + result.update({ + "edge_x": e.x[mask_edge], + "edge_y": e.y[mask_edge], + "edge_section": e.section[mask_edge], + "edge_faces": e.edge_faces[mask_edge] if e.edge_faces is not None else None, + }) + + if self.has_hydraulics and self.has_edges: + mask_edge = self.edges.sclass == css_name + result["chezy"] = pd.DataFrame(self.hydraulics.chezy_edge[mask_edge]) + + return result class BaseImporter(FM2ProfBase, ABC): """Abstract base class for all format-specific importers. diff --git a/fm2prof/imports/dflowfm.py b/fm2prof/imports/dflowfm.py index b75bcc21..dfa51644 100644 --- a/fm2prof/imports/dflowfm.py +++ b/fm2prof/imports/dflowfm.py @@ -2,25 +2,21 @@ from __future__ import annotations -from pathlib import Path -from typing import TYPE_CHECKING - import numpy as np -import pandas as pd import xarray as xr from netCDF4 import Dataset -from fm2prof.imports.base import BaseImporter, ModelData - -if TYPE_CHECKING: - pass +from fm2prof.imports.base import ( + BaseImporter, + EdgeGeometry, + FaceGeometry, + HydraulicData, + ModelData, +) class DFlowFMImporter(BaseImporter): - """Importer for D-Flow FM 2D map output files (*_map.nc). - - Migrated from FMDataImporter in fm2prof.data_import. - """ + """Importer for D-Flow FM 2D map output files (*_map.nc).""" SOURCE = "dflowfm" @@ -74,89 +70,99 @@ def import_data(self) -> ModelData: """Import data from a D-Flow FM map file and return a ModelData object. Returns: - ModelData object containing all imported data. + ModelData with geometry, edges, and hydraulics populated. + cross_sections is empty by default; it is populated later + by fm2prof_runner after reading the css location file. """ - tid_face, tid_edge, node_coordinates, td = self._import_dflow2d() + self.set_logger_message("Reading D-Flow FM map file") + + with Dataset(self.file_path, "r") as map_file: + internal_edges = map_file.variables["mesh2d_edge_type"][:] == 1 + geometry = self._read_face_geometry(map_file) + edges = self._read_edge_geometry(map_file, internal_edges) + hydraulics = self._read_hydraulic_data(map_file, internal_edges) + return ModelData( - time_dependent_data=td, - time_independent_data=tid_face, - edge_data=tid_edge, - node_coordinates=node_coordinates, - css_data_dictionary={}, + geometry=geometry, + cross_sections=[], source=self.SOURCE, + edges=edges, + hydraulics=hydraulics, ) - def _import_dflow2d(self) -> tuple[pd.DataFrame | None, dict, pd.DataFrame, dict]: - """Read input from a dflow2d output file. - - Returns: - tid_face: DataFrame with time-independent data on faces (e.g. section allocation). - tid_edge: Dictionary with time-independent data on flow links. - node_coordinates: DataFrame with node coordinates. - td: Dictionary with time-dependent data (e.g. water levels). - - """ - self.set_logger_message("hello from dflow2d importer") + # --- Private helpers ------------------------------------------------------ + + def _read_face_geometry(self, map_file: Dataset) -> FaceGeometry: + """Read time-invariant face geometry from the map file.""" + n_faces = len(np.array(map_file.variables["mesh2d_face_x"])) + return FaceGeometry( + x= np.array(map_file.variables["mesh2d_face_x"]), + y= np.array(map_file.variables["mesh2d_face_y"]), + area= np.array(map_file.variables["mesh2d_flowelem_ba"]), + bedlevel= np.array(map_file.variables["mesh2d_flowelem_bl"]), + # classification fields — populated later by fm2prof_runner + section= np.array(["main"] * n_faces, dtype="U99"), + region= np.array([""] * n_faces, dtype="U99"), + sclass= np.array([""] * n_faces, dtype="U99"), + islake= np.zeros(n_faces, dtype=bool), + ) - with Dataset(self.file_path, "r") as map_file: - # Time-invariant variables from FM 2D at faces - tid_face = None - for key, nckey in self.dflow2d_face_keys.items(): - if tid_face is None: - tid_face = pd.DataFrame(columns=[key], data=np.array(map_file.variables[nckey])) - else: - tid_face[key] = np.array(map_file.variables[nckey]) - - tid_face["region"] = [""] * len(tid_face["y"]) - tid_face["section"] = ["main"] * len(tid_face["y"]) - tid_face["sclass"] = [""] * len(tid_face["y"]) - tid_face["islake"] = [False] * len(tid_face["y"]) - - # Time-invariant variables from FM 2D at edges - internal_edges = map_file.variables["mesh2d_edge_type"][:] == 1 + def _read_edge_geometry(self, map_file: Dataset, internal_edges: np.ndarray) -> EdgeGeometry: + """Read time-invariant edge geometry from the map file.""" + n_edges = int(np.sum(internal_edges)) + + edge_faces = None + try: + edge_faces = np.array(map_file.variables["mesh2d_edge_faces"])[internal_edges] + except KeyError: + self.set_logger_message( + "mesh2d_edge_faces not present in the file - edge_faces will be None.", + "warning", + ) + + try: + edge_nodes = np.array(map_file.variables["mesh2d_edge_nodes"])[internal_edges] + except KeyError: + self.set_logger_message( + "mesh2d_edge_nodes not present in the file - edge_nodes will be empty.", + "warning", + ) + edge_nodes = np.empty((n_edges, 2), dtype=int) + + return EdgeGeometry( + x = np.array(map_file.variables["mesh2d_edge_x"])[internal_edges], + y = np.array(map_file.variables["mesh2d_edge_y"])[internal_edges], + edge_nodes = edge_nodes, + edge_faces = edge_faces, + # classification fields — populated later by fm2prof_runner + section = np.array(["main"] * n_edges, dtype="U99"), + region = np.array(["undefined"] * n_edges, dtype="U99"), + sclass = np.array([""] * n_edges, dtype="U99"), + ) - tid_edge = {} - for key, nckey in self.dflow2d_edge_keys.items(): - try: - tid_edge[key] = np.array(map_file.variables[nckey])[internal_edges] - except KeyError: - self.set_logger_message( - f"during reading of dflow2d input, it was found that {key} was not present in the file", - "warning", - ) - - tid_edge["sclass"] = np.array([""] * np.sum(internal_edges), dtype="U99") - tid_edge["section"] = np.array(["main"] * np.sum(internal_edges), dtype="U99") - tid_edge["region"] = np.array([""] * np.sum(internal_edges), dtype="U99") - - # Node coordinates - node_coordinates = pd.DataFrame(columns=["x"], data=np.array(map_file.variables["mesh2d_node_x"])) - node_coordinates["y"] = np.array(map_file.variables["mesh2d_node_y"]) - - # Time-variant variables - td = {} - for key, nckey in self.dflow2d_result_keys.items(): - if key == "chezy_edge": - try: - td[key] = pd.DataFrame( - data=np.array(map_file.variables[nckey]).T[internal_edges], - columns=map_file.variables["time"], - ) - except KeyError: - td[key] = pd.DataFrame( - data=np.array(map_file.variables["mesh2d_cftrt"]).T[internal_edges], - columns=map_file.variables["time"], - ) - self.set_logger_message( - "The Dflow2D output does not have the 'mesh2d_czu' key. Reverting to mesh2d_cftrt. " - "Make sure that the UnifFrictType is set to 0 (Cheyz) in the Dflow2d mdu file.", - "warning", - ) - else: - td[key] = pd.DataFrame( - data=np.array(map_file.variables[nckey]).T, - columns=map_file.variables["time"], - ) - - return tid_face, tid_edge, node_coordinates, td + def _read_hydraulic_data(self, map_file: Dataset, internal_edges: np.ndarray) -> HydraulicData: + """Read time-dependent hydraulic results from the map file.""" + def _face_array(nckey: str) -> np.ndarray: + return np.array(map_file.variables[nckey]).T + + def _edge_array(nckey: str) -> np.ndarray: + return np.array(map_file.variables[nckey]).T[internal_edges] + + try: + chezy_edge = _edge_array("mesh2d_czu") + except KeyError: + chezy_edge = _edge_array("mesh2d_cftrt") + self.set_logger_message( + "The D-Flow FM output does not have the 'mesh2d_czu' key. Reverting to mesh2d_cftrt. " + "Make sure that UnifFrictType is set to 0 (Chezy) in the D-Flow FM mdu file.", + "warning", + ) + + return HydraulicData( + waterlevel= _face_array("mesh2d_s1"), + waterdepth= _face_array("mesh2d_waterdepth"), + velocity_x= _face_array("mesh2d_ucx"), + velocity_y= _face_array("mesh2d_ucy"), + chezy_edge= chezy_edge, + ) diff --git a/fm2prof/ini_file.py b/fm2prof/ini_file.py index 4c334931..6d090d3c 100644 --- a/fm2prof/ini_file.py +++ b/fm2prof/ini_file.py @@ -7,6 +7,7 @@ import io import json import os +from dataclasses import dataclass from pathlib import Path from pydoc import locate from typing import TYPE_CHECKING, Any @@ -17,6 +18,23 @@ from collections.abc import Generator, Mapping from logging import Logger + +@dataclass +class InputFiles: + """Convenience container for all FM2PROF input file paths.""" + + map_file: Path | str + """Path to the 2D model map output file (e.g. ``*_map.nc``).""" + + css_file: Path | str + """Path to the cross-section location file.""" + + region_file: Path | str | None + """Path to the region polygon file, or ``None`` if not specified.""" + + section_file: Path | str | None + """Path to the section polygon file, or ``None`` if not specified.""" + class ConfigurationFileError(Exception): """Raised when config file is not up to snot.""" @@ -184,6 +202,23 @@ def get_input_file(self, file_name: str) -> str: """ return self._get_from_configuration("input", file_name) + def get_input_files(self) -> InputFiles: + """Return all input file paths as a single :class:`InputFiles` object. + + Returns: + InputFiles: convenience container with all input file paths. + """ + def _optional(key: str) -> Path | None: + value = self.get_input_file(key) + return Path(value) if value else None + + return InputFiles( + map_file=Path(self.get_input_file("2DMapOutput")), + css_file=Path(self.get_input_file("CrossSectionLocationFile")), + region_file=_optional("RegionPolygonFile"), + section_file=_optional("SectionPolygonFile"), + ) + def get_parameter(self, key: str) -> str | bool | int | float | None: """Use this method to return a parameter value. diff --git a/fm2prof/nearest_neighbour.py b/fm2prof/nearest_neighbour.py index 0d830df4..d3c11d76 100644 --- a/fm2prof/nearest_neighbour.py +++ b/fm2prof/nearest_neighbour.py @@ -98,7 +98,7 @@ def get_centre_values( return centre_depth[0], centre_level[0] -def _get_class_tree(xy: np.ndarray, c: np.ndarray) -> KNeighborsClassifier: +def get_class_tree(xy: np.ndarray, c: np.ndarray) -> KNeighborsClassifier: """Get a k-nearest neighbour classifier for given xy and class c. Parameters @@ -112,3 +112,7 @@ def _get_class_tree(xy: np.ndarray, c: np.ndarray) -> KNeighborsClassifier: neigh.fit(xy, c) return neigh + +# Keep private alias for backwards compatibility within this module +_get_class_tree = get_class_tree + diff --git a/fm2prof/polygon_file.py b/fm2prof/polygon_file.py index 3ea9ca89..3112593c 100644 --- a/fm2prof/polygon_file.py +++ b/fm2prof/polygon_file.py @@ -52,12 +52,14 @@ def __init__(self, message: str) -> None: self.message = message super().__init__(self.message) + class GridPointsInPolygonResults(NamedTuple): """Named tuple for grid points in polygon results.""" faces_in_polygon: list[str] edges_in_polygon: list[str] + class Polygon: """Polygon class. diff --git a/tests/test_acceptance.py b/tests/test_acceptance.py index cfe8acb1..5f4cd6e4 100644 --- a/tests/test_acceptance.py +++ b/tests/test_acceptance.py @@ -49,6 +49,18 @@ class TestAcceptance: + @pytest.fixture(autouse=True) + def clear_polygon_caches(self): + """Delete any cached region/section classification files before each test. + + Cache files are placed next to the map file and have the pattern + ``.region_cache.json`` and ``.section_cache.json``. + Removing them ensures each test run performs a fresh classification. + """ + cache_dir = TestUtils.get_local_test_file("cases/case_02_compound/Data/2DModelOutput") + for cache_file in cache_dir.glob("*_cache.json"): + cache_file.unlink(missing_ok=True) + @pytest.mark.parametrize("case", cases) def test_generated_css_match_expected(self, case): # 1. Set up test data and expectations @@ -146,3 +158,4 @@ def test_all_dhydro_output_files_created(self, case): assert not missing_files, ( f"Missing expected output files for case '{case.get('name')}': {missing_files}" ) + diff --git a/tests/test_data/cases/case_20_only_elevation/data/mlnbk_points.csv b/tests/test_data/cases/case_20_only_elevation/data/mlnbk_nodes.csv similarity index 100% rename from tests/test_data/cases/case_20_only_elevation/data/mlnbk_points.csv rename to tests/test_data/cases/case_20_only_elevation/data/mlnbk_nodes.csv diff --git a/tests/test_data/cases/case_20_only_elevation/data/mlnbk_triangles.csv b/tests/test_data/cases/case_20_only_elevation/data/mlnbk_triangles.csv new file mode 100644 index 00000000..9656e356 --- /dev/null +++ b/tests/test_data/cases/case_20_only_elevation/data/mlnbk_triangles.csv @@ -0,0 +1,50330 @@ +OID,Slope_Pct,Aspect,Tri_Index,Shape_Length,Shape_Area,ORIG_FID,POINT_X,POINT_Y,POINT_Z,POINT_M 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+-1,14.296572802441826,109.729989757335318,25608,,,1993,179810.742901708930731,373608.217320442199707,0.000000000000000, +-1,13.349472068035315,99.035752860180224,6679,,,1994,179811.011217277497053,373607.109685897827148,0.000000000000000, +-1,13.225098126159033,106.698828272703125,6718,,,1995,179809.341150604188442,373605.275652561336756,0.000000000000000, +-1,12.075958041102307,101.530896793297316,48602,,,1996,179811.351885154843330,373603.992524337023497,0.000000000000000, +-1,12.075986793009687,101.531228884456198,48600,,,1997,179811.680014323443174,373602.595617592334747,0.000000000000000, +-1,12.075990878319715,101.531508599722130,6737,,,1998,179811.935319673269987,373601.508735399693251,0.000000000000000, +-1,3425.198897692922401,256.696470239221640,48612,,,1999,179814.158508881926537,373601.133798494935036,0.000000000000000, +-1,3474.986578222481057,256.780750546825232,48627,,,2000,179814.274282149970531,373600.786711171269417,0.000000000000000, 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+-1,3.847007525577625,242.092760547442225,6702,,,50329,179800.833900000900030,373619.167233336716890,0.000000000000000, \ No newline at end of file diff --git a/tests/test_data_import.py b/tests/test_data_import.py index a2853e31..124e5436 100644 --- a/tests/test_data_import.py +++ b/tests/test_data_import.py @@ -1,14 +1,14 @@ from pathlib import Path import numpy as np -import pytest -from fm2prof.imports import ImporterFactory, ModelData +from fm2prof.imports import ModelData +from fm2prof.imports.base import CrossSectionData, FaceGeometry from fm2prof.imports.dflowfm import DFlowFMImporter from tests.TestUtils import TestUtils, skipwhenexternalsmissing -class Test_FMDataImporter: +class TestFMDataImporter: @skipwhenexternalsmissing def test_when_map_file_without_czu_no_exception(self): # 1. Set up test data @@ -43,100 +43,51 @@ def test_get_variable(self): assert var_data[0] == 25.0 assert var_data[-1] == 2975.0 -class Test_FmModelData: +class TestFmModelData: + def _make_geometry(self, n: int = 3) -> FaceGeometry: + return FaceGeometry( + x=np.zeros(n), y=np.zeros(n), area=np.ones(n), bedlevel=np.zeros(n), + section=np.array(["main"] * n, dtype="U99"), + region=np.array([""] * n, dtype="U99"), + sclass=np.array([""] * n, dtype="U99"), + islake=np.zeros(n, dtype=bool), + ) + def test_when_given_expected_arguments_then_object_is_created(self): # 1. Set up test data - time_dependent_data = "arg1" - time_independent_data = "arg2" - edge_data = "arg3" - node_coordinates = "arg4" - css_data = "arg5" - return_fm_model_data = None + geometry = self._make_geometry() + cross_sections = [] # 2. Run test - return_fm_model_data = ModelData( - time_dependent_data=time_dependent_data, - time_independent_data=time_independent_data, - edge_data=edge_data, - node_coordinates=node_coordinates, - css_data_dictionary=css_data, + return_model_data = ModelData( + geometry=geometry, + cross_sections=cross_sections, + source="dflowfm", ) - # 4. Verify final expectations - assert return_fm_model_data is not None - assert return_fm_model_data.time_dependent_data == time_dependent_data - assert return_fm_model_data.time_independent_data == time_independent_data - assert return_fm_model_data.edge_data == edge_data - assert return_fm_model_data.node_coordinates == node_coordinates - assert return_fm_model_data.css_data_list == [] - - def test_when_given_data_dictionary_then_css_data_list_is_set(self): + # 3. Verify final expectations + assert return_model_data is not None + assert return_model_data.geometry is geometry + assert return_model_data.cross_sections == [] + assert return_model_data.source == "dflowfm" + assert return_model_data.edges is None + assert return_model_data.hydraulics is None + + def test_when_given_cross_sections_then_cross_sections_are_set(self): # 1. Set up test data - time_dependent_data = "arg1" - time_independent_data = "arg2" - edge_data = "arg3" - node_coordinates = "arg4" - dummy_key = "dummyKey" - dummy_values = [0, 1] - css_data_dict = { - dummy_key: dummy_values, - } - - return_fm_model_data = None - - # 2. Set expectations - expected_css_data_list = [{dummy_key: 0}, {dummy_key: 1}] - - # 3. Run test - return_fm_model_data = ModelData( - time_dependent_data=time_dependent_data, - time_independent_data=time_independent_data, - edge_data=edge_data, - node_coordinates=node_coordinates, - css_data_dictionary=css_data_dict, - ) - - # 4. Verify final expectations - assert return_fm_model_data is not None - assert return_fm_model_data.css_data_list != css_data_dict - assert return_fm_model_data.css_data_list == expected_css_data_list - - -class Test_get_ordered_css_list: - def test_when_given_dictionary_then_returns_list(self): - # 1. Set up test_data - return_list = None - dummy_key = "dummyKey" - dummy_values = [0, 1] - test_dict = { - dummy_key: dummy_values, - } + css = CrossSectionData(name="css_001", length=100.0, location=(1.0, 2.0), branch_id="branch_a", offset=50.0) # 2. Run test - expected_list = [{dummy_key: 0}, {dummy_key: 1}] - - # 3. Run test - return_list = ModelData.get_ordered_css_list(test_dict) + model_data = ModelData(geometry=self._make_geometry(), cross_sections=[css], source="dflowfm") - # 4. Verify final expectations - assert return_list is not None - assert return_list == expected_list, ( - "" + "Expected return value {},".format(expected_list) + " but return {} instead.".format(return_list) - ) + # 3. Verify + assert len(model_data.cross_sections) == 1 + assert model_data.cross_sections[0].name == "css_001" - @pytest.mark.parametrize("test_dict", [(""), (None), ({})]) - def test_when_given_unexpected_value_then_returns_empty_list(self, test_dict): - # 1. Set up test_data - return_list = None + def test_has_edges_false_when_not_provided(self): + model_data = ModelData(geometry=self._make_geometry(), cross_sections=[], source="dflowfm") + assert model_data.has_edges is False - # 2. Run test - expected_list = [] - - # 3. Run test - return_list = ModelData.get_ordered_css_list(test_dict) - - # 4. Verify final expectations - assert return_list is not None - assert return_list == expected_list, ( - "" + "Expected return value {},".format(expected_list) + " but return {} instead.".format(return_list) - ) + def test_has_hydraulics_false_when_not_provided(self): + model_data = ModelData(geometry=self._make_geometry(), cross_sections=[], source="dflowfm") + assert model_data.has_hydraulics is False diff --git a/tests/test_data_preprocessing.py b/tests/test_data_preprocessing.py new file mode 100644 index 00000000..3b7e77f6 --- /dev/null +++ b/tests/test_data_preprocessing.py @@ -0,0 +1,30 @@ +import numpy as np + +from fm2prof.data_preprocessing import build_model_data +from fm2prof.ini_file import InputFiles +from tests.TestUtils import TestUtils + + +class TestClassification: + + def test_region_polygon_assigns_all_faces_to_poly1(self): + """All 2D faces should be assigned to region 'poly1' for case_02_compound_with_region.""" + # 1. Set up input paths from the case config + case_dir = TestUtils.get_local_test_file("cases/case_02_compound/Data") + input_files = InputFiles( + map_file=case_dir / "2DModelOutput" / "FlowFM_map.nc", + css_file=case_dir / "cross_section_locations.xyz", + region_file=case_dir / "region_polygon.geojson", + section_file=None, + ) + + # 2. Build model data + model_data = build_model_data(input_files) + + # 3. Verify all faces are assigned to region 'poly1' + assert model_data.geometry.region is not None + assert len(model_data.geometry.region) > 0 + assert np.all(model_data.geometry.region == "poly1"), ( + f"Expected all faces to have region 'poly1', " + f"but found: {np.unique(model_data.geometry.region)}" + ) From a91579225b3d8dee9f4705531e8232b527da8f5c Mon Sep 17 00:00:00 2001 From: Koen Berends Date: Tue, 28 Jul 2026 15:30:52 +0200 Subject: [PATCH 5/5] updated legacy pickle data --- .../cross_sections/ketelmeer02_0.000.pickle | Bin 947833 -> 947836 bytes .../cross_sections/nederrijn_20011.855.pickle | Bin 1588678 -> 1588681 bytes .../cross_sections/reevediep_2888.800.pickle | Bin 741971 -> 741974 bytes .../twentekanaal_941.714.pickle | Bin 126183 -> 126186 bytes .../veessenwapenveld_3519.948.pickle | Bin 732672 -> 732675 bytes .../cross_sections/waal_1_40147.826.pickle | Bin 1972381 -> 1972384 bytes 6 files changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/test_data/cross_sections/ketelmeer02_0.000.pickle b/tests/test_data/cross_sections/ketelmeer02_0.000.pickle index b4534b42a8016eac167a0a1bc4e32a70d4ac43c4..df293fa6d379452e06554ca500078987b09d54bd 100644 GIT binary patch delta 83 zcmezQ#`4b_OO^(fsrDOL?lH1)<>sfP<}^QLY=6oK!c0KS48$xz%nHP8K+F!r96-zo U#9Tnk4a7V^%)9+5Bj1z~0Eh!1Q2+n{ delta 80 zcmezK#`5PIOO^(fsWux~?lCg6r{y-kU~GTE2*ON2%nZaVK+FonY(UHo#2i4(3B+7L R%nigmK+L=S1tZ^-5&$IiA2$F1 diff --git a/tests/test_data/cross_sections/nederrijn_20011.855.pickle b/tests/test_data/cross_sections/nederrijn_20011.855.pickle index 2619edf7e420e6e0cc5e0fc72cf17f1816125e9c..8f2bcdbe6a4845c68cfe38f8b9caf00efd7de731 100644 GIT binary patch delta 123 zcmWl|$qhh206@_UW8ZhZXvTpX(SpQ51qyM}fkY85GF`a%Uh>Yjz1~*Na*KC)3)3B^ ot{)a9Rwe!#bxImEY0;)bmmYlv3>h(I!ju_v7A#pEO4LvD0jNzcC;$Ke delta 120 zcmWl|yA41<0D$2f$9bLiYZuF0rL%)XVFH7wY#=d&Msq`G{J!M7UUR-i&T`YcyoIaA mX|ZCp;_uLF diff --git a/tests/test_data/cross_sections/reevediep_2888.800.pickle b/tests/test_data/cross_sections/reevediep_2888.800.pickle index 2230073ce98b617d5e23f9716630a39437ccb580..38d94adfb7fc9ac127ab621dfa829cb6170d6a3b 100644 GIT binary patch delta 71 zcmcb-MEBYfU6uxxsa6|VZZfiQ<>sfP<}^QGY=6KA!c0KS48$xz%nHP8K+F!r96-zo N#9Z4SFme|M007iM8e{+f delta 68 zcmcb%MECL%U6uxxspcD5ZZa~nr{y+3W^8}V2*ON2%nZaVK+FonY(UHo#2i4(3B+96 KA2V_n2LJ$pfEhsm diff --git a/tests/test_data/cross_sections/twentekanaal_941.714.pickle b/tests/test_data/cross_sections/twentekanaal_941.714.pickle index d08f34a462c1f0accd6cf3cf82bf604f41081aff..c7611f355b5ed26238ebb1202ae85e37508f9b0b 100644 GIT binary patch delta 31 ncmaEUll|3Ac9sT~shc;lyklhJ%FRzn&1wG1xcw_5Px# diff --git a/tests/test_data/cross_sections/veessenwapenveld_3519.948.pickle b/tests/test_data/cross_sections/veessenwapenveld_3519.948.pickle index c3a18ed04b705892bbcc11f298ff78411ff7871c..3ff298e4eea7b5bf68854effc4a13e5099552be6 100644 GIT binary patch delta 71 zcmZp;qtkpxhoymK>gSCtLQHI2x%nxnIn9zx?UGE4Kn$XpftUq|S%H`hh}nUd1Bf|+ Mm}|Qv6Zdm%0LrfsCIA2c delta 68 zcmZp^qtkFlhoymK>W7UiLQKr;X}QfZOzkpEj6e*cnSq!Eh*^P{4T#x+m;;D8ftYK% J3={WrZ2)+^5CZ@J diff --git a/tests/test_data/cross_sections/waal_1_40147.826.pickle b/tests/test_data/cross_sections/waal_1_40147.826.pickle index 85e213d73fea5d6c64238680cc942d7fd7068efe..9315dbee1b01356fc74b036ca40ccdf851aaf301 100644 GIT binary patch delta 147 zcmWl|ISztA06@_UjO?-~vM6vm=peR~Bo>~4(u6BaWkF3h4L9QRlJ`^NqDDE%c~x=~ zmN&fHuK#H9)#7Z>q~wJbZ8~)6(PzLbLq?35@Wwk+KA16Q!IDqDSh4Kn delta 144 zcmWl|I}U