From 9ea907590121f40d45332a596e4b09ad85eb627a Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Mon, 13 Oct 2025 19:13:15 +0200 Subject: [PATCH 01/16] Optimize modelsplitter --- imod/common/interfaces/iagnosticpackage.py | 22 + imod/common/interfaces/ilinedatapackage.py | 4 +- imod/common/interfaces/ipointdatapackage.py | 4 +- imod/mf6/hfb.py | 6 +- imod/mf6/multimodel/modelsplitter.py | 81 + imod/mf6/simulation.py | 25 +- imod/mf6/wel.py | 20 +- imod/tests/test_mf6/test_mf6_hfb.py | 10 +- imod/tests/test_mf6/test_mf6_wel.py | 4 +- pixi.lock | 3441 +------------------ pixi.toml | 1 + 11 files changed, 198 insertions(+), 3420 deletions(-) create mode 100644 imod/common/interfaces/iagnosticpackage.py diff --git a/imod/common/interfaces/iagnosticpackage.py b/imod/common/interfaces/iagnosticpackage.py new file mode 100644 index 000000000..ee867fbe3 --- /dev/null +++ b/imod/common/interfaces/iagnosticpackage.py @@ -0,0 +1,22 @@ +from abc import abstractmethod + +from imod.common.interfaces.ipackagebase import IPackageBase +from imod.typing import GridDataArray + + +class IAgnosticPackage(IPackageBase): + """ + Interface for packages for which the data is defined independent of the domain definition. + """ + + @abstractmethod + def to_mf6_pkg( + self, + idomain: GridDataArray, + top: GridDataArray, + bottom: GridDataArray, + k: GridDataArray, + validate: bool = False, + strict_validation: bool = True, + ) -> IPackageBase: + raise NotImplementedError diff --git a/imod/common/interfaces/ilinedatapackage.py b/imod/common/interfaces/ilinedatapackage.py index 405eae70b..b86ad0238 100644 --- a/imod/common/interfaces/ilinedatapackage.py +++ b/imod/common/interfaces/ilinedatapackage.py @@ -1,13 +1,13 @@ from abc import abstractmethod from typing import TYPE_CHECKING -from imod.common.interfaces.ipackagebase import IPackageBase +from imod.common.interfaces.iagnosticpackage import IAgnosticPackage if TYPE_CHECKING: import geopandas as gpd -class ILineDataPackage(IPackageBase): +class ILineDataPackage(IAgnosticPackage): """ Interface for packages for which the data is defined by lines independent of the domain definition. """ diff --git a/imod/common/interfaces/ipointdatapackage.py b/imod/common/interfaces/ipointdatapackage.py index a0af05c63..d88b7eccf 100644 --- a/imod/common/interfaces/ipointdatapackage.py +++ b/imod/common/interfaces/ipointdatapackage.py @@ -3,10 +3,10 @@ import numpy as np from numpy.typing import NDArray -from imod.common.interfaces.ipackagebase import IPackageBase +from imod.common.interfaces.iagnosticpackage import IAgnosticPackage -class IPointDataPackage(IPackageBase): +class IPointDataPackage(IAgnosticPackage): """ Interface for packages for which the data is defined by x and y coordinates independent of the domain definition. """ diff --git a/imod/mf6/hfb.py b/imod/mf6/hfb.py index 32d594d00..9d843bec7 100644 --- a/imod/mf6/hfb.py +++ b/imod/mf6/hfb.py @@ -713,7 +713,7 @@ def to_mf6_pkg( bottom: GridDataArray, k: GridDataArray, validate=True, - strict_hfb_validation=True, + strict_validation=True, ) -> Mf6HorizontalFlowBarrier: """ Write package to Modflow 6 package. @@ -734,7 +734,7 @@ def to_mf6_pkg( Grid with hydraulic conductivities. validate: bool Validate HorizontalFlowBarrier upon calling this method. - strict_hfb_validation: bool + strict_validation: bool Turn on strict horizontal flow barrier validation. Returns @@ -743,7 +743,7 @@ def to_mf6_pkg( Low level representation of the HFB package as MODFLOW 6 expects it. """ validation_context = ValidationSettings( - validate=validate, strict_hfb_validation=strict_hfb_validation + validate=validate, strict_hfb_validation=strict_validation ) return self._to_mf6_pkg(idomain, top, bottom, k, validation_context) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index b77a9f725..3b17380b9 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -2,6 +2,7 @@ import numpy as np +from imod.common.interfaces.iagnosticpackage import IAgnosticPackage from imod.common.interfaces.imodel import IModel from imod.common.utilities.clip import clip_by_grid from imod.mf6.auxiliary_variables import ( @@ -83,3 +84,83 @@ def slice_model(partition_info: PartitionInfo, model: IModel) -> IModel: if isinstance(package, BoundaryCondition): expand_transient_auxiliary_variables(sliced_package) return new_model + + +class ModelSplitter: + def __init__(self, partition_info: List[PartitionInfo]) -> None: + self.partition_info = partition_info + + def split(self, model_name: str, model: IModel) -> dict[str, IModel]: + modelclass = type(model) + partitioned_models = {} + model_to_partition = {} + + # Create empty model for each partition + for submodel_partition_info in self.partition_info: + new_model_name = f"{model_name}_{submodel_partition_info.id}" + + new_model = modelclass(**model.options) + partitioned_models[new_model_name] = new_model + model_to_partition[new_model_name] = submodel_partition_info + + # Create pkg_id to variable mapping + # We don't want to add packages that do not have any active cells in the partition + # We determine if a package has active cells in the partition based on the variable + # that defines the active cells for that package + pkg_id_to_var_mapping = { + "chd": "head", + "cnc": "concentration", + "evt": "rate", + "dis": "idomain", + "drn": "elevation", + "ghb": "head", + "src": "rate", + "rch": "rate", + "riv": "conductance", + "uzf": "infiltration_rate", + "wel": "rate", + } + # Add packages to models + for pkg_name, package in model.items(): + pkg_id = package._pkg_id + + # Determine the active cells of boundary package + if isinstance(package, IAgnosticPackage): + pass + elif pkg_id in ["ssm", "lak"]: + pass + elif isinstance(package, BoundaryCondition): + active_package_domain = package[pkg_id_to_var_mapping[pkg_id]].notnull() + else: + pass # Other packages don't need special treatment + + for new_model_name, new_model in partitioned_models.items(): + partition_info = model_to_partition[new_model_name] + + # Check if package has any active cells in the partition + # If not, skip adding the package to the partitioned model + if isinstance(package, IAgnosticPackage): + pass + elif pkg_id in ["ssm", "lak"]: # No checks are done for these packages + pass + elif isinstance(package, BoundaryCondition): + has_overlap = ( + active_package_domain & (partition_info.active_domain == 1) + ).any() + if not has_overlap: + continue + + # Slice and add the package to the partitioned model + sliced_package = clip_by_grid(package, partition_info.active_domain) + + if isinstance(package, IAgnosticPackage): + if sliced_package["index"].size == 0: + sliced_package = None + + if sliced_package is not None: + new_model[pkg_name] = sliced_package + + return partitioned_models + + def num_partitions(self) -> int: + return len(self.partition_info) diff --git a/imod/mf6/simulation.py b/imod/mf6/simulation.py index 5399e4b47..34eb12fb0 100644 --- a/imod/mf6/simulation.py +++ b/imod/mf6/simulation.py @@ -43,7 +43,10 @@ from imod.mf6.multimodel.exchange_creator_unstructured import ( ExchangeCreator_Unstructured, ) -from imod.mf6.multimodel.modelsplitter import create_partition_info, slice_model +from imod.mf6.multimodel.modelsplitter import ( + ModelSplitter, + create_partition_info, +) from imod.mf6.out import open_cbc, open_conc, open_hds from imod.mf6.package import Package from imod.mf6.ssm import SourceSinkMixing @@ -92,6 +95,12 @@ def get_packages(simulation: Modflow6Simulation) -> dict[str, Package]: } +def force_load_dis(model): + key = model.get_diskey() + model[key].dataset.load() + return + + class Modflow6Simulation(collections.UserDict, ISimulation): """ Modflow6Simulation is a class that represents a Modflow 6 simulation. It @@ -1432,18 +1441,16 @@ def split( for package_name, package in {**original_packages}.items(): new_simulation[package_name] = deepcopy(package) + modelsplitter = ModelSplitter(partition_info) for model_name, model in original_models.items(): + force_load_dis(model) solution_name = self.get_solution_name(model_name) solution = cast(Solution, new_simulation[solution_name]) solution._remove_model_from_solution(model_name) - for submodel_partition_info in partition_info: - new_model_name = f"{model_name}_{submodel_partition_info.id}" - new_simulation[new_model_name] = slice_model( - submodel_partition_info, model - ) - new_simulation[new_model_name].purge_empty_packages( - ignore_time=ignore_time_purge_empty - ) + + partition_models_dict = modelsplitter.split(model_name, model) + for new_model_name, new_model in partition_models_dict.items(): + new_simulation[new_model_name] = new_model solution._add_model_to_solution(new_model_name) exchanges: list[Any] = [] diff --git a/imod/mf6/wel.py b/imod/mf6/wel.py index f0024e233..9c82b78d3 100644 --- a/imod/mf6/wel.py +++ b/imod/mf6/wel.py @@ -412,12 +412,12 @@ def mask(self, domain: GridDataArray) -> GridAgnosticWell: def to_mf6_pkg( self, - active: GridDataArray, + idomain: GridDataArray, top: GridDataArray, bottom: GridDataArray, k: GridDataArray, validate: bool = False, - strict_well_validation: bool = True, + strict_validation: bool = True, ) -> Mf6Wel: """ Write package to Modflow 6 package. @@ -436,7 +436,7 @@ def to_mf6_pkg( Parameters ---------- - active: {xarry.DataArray, xugrid.UgridDataArray} + idomain: {xarry.DataArray, xugrid.UgridDataArray} Grid with active cells. top: {xarry.DataArray, xugrid.UgridDataArray} Grid with top of model layers. @@ -446,7 +446,7 @@ def to_mf6_pkg( Grid with hydraulic conductivities. validate: bool, default True Run validation before converting - strict_well_validation: bool, default True + strict_validation: bool, default True Set well validation strict: Throw error if well is removed entirely during its assignment to layers. @@ -457,13 +457,13 @@ def to_mf6_pkg( Object with wells as list based input. """ validation_context = ValidationSettings( - validate=validate, strict_well_validation=strict_well_validation + validate=validate, strict_well_validation=strict_validation ) - return self._to_mf6_pkg(active, top, bottom, k, validation_context) + return self._to_mf6_pkg(idomain, top, bottom, k, validation_context) def _to_mf6_pkg( self, - active: GridDataArray, + idomain: GridDataArray, top: GridDataArray, bottom: GridDataArray, k: GridDataArray, @@ -482,7 +482,7 @@ def _to_mf6_pkg( "No wells were assigned in package. None were present." ) - assigned_wells = self._assign_wells_to_layers(wells_df, active, top, bottom, k) + assigned_wells = self._assign_wells_to_layers(wells_df, idomain, top, bottom, k) filtered_assigned_well_ids = self._gather_filtered_well_ids( assigned_wells, wells_df ) @@ -495,12 +495,12 @@ def _to_mf6_pkg( raise ValidationError(message_assign) ds = xr.Dataset() - ds["cellid"] = self._create_cellid(assigned_wells, active) + ds["cellid"] = self._create_cellid(assigned_wells, idomain) ds_vars = self._create_dataset_vars(assigned_wells, ds["cellid"]) ds = ds.assign(**ds_vars.data_vars) # type: ignore[arg-type] - ds = remove_inactive(ds, active) + ds = remove_inactive(ds, idomain) ds["save_flows"] = self["save_flows"].values[()] ds["print_flows"] = self["print_flows"].values[()] ds["print_input"] = self["print_input"].values[()] diff --git a/imod/tests/test_mf6/test_mf6_hfb.py b/imod/tests/test_mf6/test_mf6_hfb.py index bf25d3801..45283081a 100644 --- a/imod/tests/test_mf6/test_mf6_hfb.py +++ b/imod/tests/test_mf6/test_mf6_hfb.py @@ -540,7 +540,7 @@ def test_to_mf6_layered_hfb__error_geometry_type(): indirect=True, ) @pytest.mark.parametrize("inactivity_marker", [0, -1]) -@pytest.mark.parametrize("strict_hfb_validation", [True, False]) +@pytest.mark.parametrize("strict_validation", [True, False]) @patch("imod.mf6.mf6_hfb_adapter.Mf6HorizontalFlowBarrier.__new__", autospec=True) def test_to_mf6_remove_invalid_edges( mf6_flow_barrier_mock, @@ -548,7 +548,7 @@ def test_to_mf6_remove_invalid_edges( inactivity_marker, barrier_x_loc, expected_number_barriers, - strict_hfb_validation, + strict_validation, ): # Arrange. idomain, top, bottom = parameterizable_basic_dis @@ -576,12 +576,10 @@ def test_to_mf6_remove_invalid_edges( hfb = HorizontalFlowBarrierResistance(geometry) # Act. - if strict_hfb_validation and (expected_number_barriers == 0): + if strict_validation and (expected_number_barriers == 0): pytest.xfail("Test expected to fail if expected number barriers = 0") - _ = hfb.to_mf6_pkg( - idomain, top, bottom, k, strict_hfb_validation=strict_hfb_validation - ) + _ = hfb.to_mf6_pkg(idomain, top, bottom, k, strict_validation=strict_validation) # Assert. _, args = mf6_flow_barrier_mock.call_args diff --git a/imod/tests/test_mf6/test_mf6_wel.py b/imod/tests/test_mf6/test_mf6_wel.py index 5bf2db3a7..35b11c8d9 100644 --- a/imod/tests/test_mf6/test_mf6_wel.py +++ b/imod/tests/test_mf6/test_mf6_wel.py @@ -497,9 +497,9 @@ def test_to_mf6_pkg__error_on_well_removal(dis, well_high_lvl_test_data_transien k.loc[{"x": 85.0}] = 1e-3 with pytest.raises(ValidationError, match="x = 81"): - wel.to_mf6_pkg(active, top, bottom, k, strict_well_validation=True) + wel.to_mf6_pkg(active, top, bottom, k, strict_validation=True) - mf6_wel = wel.to_mf6_pkg(active, top, bottom, k, strict_well_validation=False) + mf6_wel = wel.to_mf6_pkg(active, top, bottom, k, strict_validation=False) assert mf6_wel.dataset.sizes["ncellid"] < wel.dataset.sizes["index"] diff --git a/pixi.lock b/pixi.lock index a14f003fa..3800301e5 100644 --- a/pixi.lock +++ b/pixi.lock @@ -134,6 +134,7 @@ environments: - conda: https://conda.anaconda.org/conda-forge/linux-64/glog-0.7.1-hbabe93e_0.conda - conda: https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda - conda: https://conda.anaconda.org/conda-forge/linux-64/gmsh-4.13.1-hccb25f3_1.conda + - conda: https://conda.anaconda.org/conda-forge/noarch/gprof2dot-2024.6.6-pyhd8ed1ab_1.conda - conda: https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.14-hecca717_2.conda - conda: https://conda.anaconda.org/conda-forge/linux-64/graphviz-12.2.1-h5ae0cbf_1.conda - 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python >=3.12,<3.13.0a0 *_cpython - python_abi 3.12.* *_cp312 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: @@ -7071,8 +7018,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: @@ -7141,8 +7086,6 @@ packages: - dbus >=1.13.6,<2.0a0 - libgcc-ng >=9.3.0 - libglib >=2.68.1,<3.0a0 - arch: x86_64 - platform: linux license: LGPL-2.1-or-later license_family: LGPL purls: [] @@ -7158,8 +7101,6 @@ packages: - xorg-libx11 - xorg-libxi - xorg-libxtst - arch: x86_64 - platform: linux license: LGPL-2.1-or-later license_family: LGPL purls: [] @@ -7174,8 +7115,6 @@ packages: - libstdcxx-ng >=12 constrains: - atk-1.0 2.38.0 - arch: x86_64 - platform: linux license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -7191,8 +7130,6 @@ packages: - libintl >=0.22.5,<1.0a0 constrains: - atk-1.0 2.38.0 - arch: x86_64 - platform: osx license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -7208,8 +7145,6 @@ packages: - libintl >=0.22.5,<1.0a0 constrains: - atk-1.0 2.38.0 - arch: arm64 - platform: osx license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -7232,8 +7167,6 @@ packages: depends: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - arch: x86_64 - platform: linux license: GPL-2.0-or-later license_family: GPL purls: [] @@ -7261,8 +7194,6 @@ packages: - aws-c-http >=0.10.4,<0.10.5.0a0 - aws-c-sdkutils >=0.2.4,<0.2.5.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7278,8 +7209,6 @@ packages: - aws-c-http >=0.10.4,<0.10.5.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7295,8 +7224,6 @@ packages: - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-c-http >=0.10.4,<0.10.5.0a0 - aws-c-sdkutils >=0.2.4,<0.2.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7317,8 +7244,6 @@ packages: - aws-c-http >=0.10.4,<0.10.5.0a0 - aws-c-sdkutils >=0.2.4,<0.2.5.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7332,8 +7257,6 @@ packages: - aws-c-common >=0.12.4,<0.12.5.0a0 - libgcc >=14 - openssl >=3.5.1,<4.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: Apache purls: [] @@ -7345,8 +7268,6 @@ packages: depends: - __osx >=10.13 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: Apache purls: [] @@ -7358,8 +7279,6 @@ packages: depends: - __osx >=11.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: Apache purls: [] @@ -7373,8 +7292,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: Apache-2.0 license_family: Apache purls: [] @@ -7386,8 +7303,6 @@ packages: depends: - __glibc >=2.17,<3.0.a0 - libgcc >=14 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: Apache purls: [] @@ -7398,8 +7313,6 @@ packages: md5: f9547dfb10c15476c17d2d54b61747b8 depends: - __osx >=10.13 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: Apache purls: [] @@ -7410,8 +7323,6 @@ packages: md5: 7a3edd3d065687fe3aa9a04a515fd2bf depends: - __osx >=11.0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: Apache purls: [] @@ -7424,8 +7335,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: Apache-2.0 license_family: Apache purls: [] @@ -7438,8 +7347,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=14 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7451,8 +7358,6 @@ packages: depends: - __osx >=10.13 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7464,8 +7369,6 @@ packages: depends: - __osx >=11.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7482,8 +7385,6 @@ packages: - vc14_runtime >=14.44.35208 - ucrt >=10.0.20348.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7499,8 +7400,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-checksums >=0.2.7,<0.2.8.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7515,8 +7414,6 @@ packages: - aws-checksums >=0.2.7,<0.2.8.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7531,8 +7428,6 @@ packages: - aws-checksums >=0.2.7,<0.2.8.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7551,8 +7446,6 @@ packages: - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-checksums >=0.2.7,<0.2.8.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7568,8 +7461,6 @@ packages: - aws-c-compression >=0.3.1,<0.3.2.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7584,8 +7475,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-c-compression >=0.3.1,<0.3.2.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7600,8 +7489,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-compression >=0.3.1,<0.3.2.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7621,8 +7508,6 @@ packages: - aws-c-compression >=0.3.1,<0.3.2.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7637,8 +7522,6 @@ packages: - aws-c-cal >=0.9.2,<0.9.3.0a0 - s2n >=1.5.26,<1.5.27.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7651,8 +7534,6 @@ packages: - __osx >=10.15 - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7665,8 +7546,6 @@ packages: - __osx >=11.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7684,8 +7563,6 @@ packages: - ucrt >=10.0.20348.0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7700,8 +7577,6 @@ packages: - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-http >=0.10.4,<0.10.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7715,8 +7590,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-http >=0.10.4,<0.10.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7730,8 +7603,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-http >=0.10.4,<0.10.5.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7750,8 +7621,6 @@ packages: - aws-c-http >=0.10.4,<0.10.5.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7770,8 +7639,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-auth >=0.9.1,<0.9.2.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7788,8 +7655,6 @@ packages: - aws-checksums >=0.2.7,<0.2.8.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-http >=0.10.4,<0.10.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7806,8 +7671,6 @@ packages: - aws-c-auth >=0.9.1,<0.9.2.0a0 - aws-checksums >=0.2.7,<0.2.8.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7829,8 +7692,6 @@ packages: - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-checksums >=0.2.7,<0.2.8.0a0 - aws-c-http >=0.10.4,<0.10.5.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7843,8 +7704,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=14 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7856,8 +7715,6 @@ packages: depends: - __osx >=10.13 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7869,8 +7726,6 @@ packages: depends: - __osx >=11.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7887,8 +7742,6 @@ packages: - vc14_runtime >=14.44.35208 - ucrt >=10.0.20348.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7901,8 +7754,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=14 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7914,8 +7765,6 @@ packages: depends: - __osx >=10.13 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7927,8 +7776,6 @@ packages: depends: - __osx >=11.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -7945,8 +7792,6 @@ packages: - vc14_runtime >=14.44.35208 - ucrt >=10.0.20348.0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -7969,8 +7814,6 @@ packages: - aws-c-mqtt >=0.13.3,<0.13.4.0a0 - aws-c-cal >=0.9.2,<0.9.3.0a0 - aws-c-auth >=0.9.1,<0.9.2.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -7991,8 +7834,6 @@ packages: - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-mqtt >=0.13.3,<0.13.4.0a0 - aws-c-s3 >=0.8.6,<0.8.7.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -8013,8 +7854,6 @@ packages: - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-mqtt >=0.13.3,<0.13.4.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -8039,8 +7878,6 @@ packages: - aws-c-auth >=0.9.1,<0.9.2.0a0 - aws-c-io >=0.22.0,<0.22.1.0a0 - aws-c-s3 >=0.8.6,<0.8.7.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -8058,8 +7895,6 @@ packages: - aws-c-common >=0.12.4,<0.12.5.0a0 - libcurl >=8.14.1,<9.0a0 - libzlib >=1.3.1,<2.0a0 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: [] @@ -8076,8 +7911,6 @@ packages: - libcurl >=8.14.1,<9.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-c-event-stream >=0.5.6,<0.5.7.0a0 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -8094,8 +7927,6 @@ packages: - aws-c-event-stream >=0.5.6,<0.5.7.0a0 - aws-crt-cpp >=0.34.4,<0.34.5.0a0 - aws-c-common >=0.12.4,<0.12.5.0a0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: [] @@ -8115,8 +7946,6 @@ packages: - aws-c-common >=0.12.4,<0.12.5.0a0 - aws-crt-cpp >=0.34.4,<0.34.5.0a0 - libzlib >=1.3.1,<2.0a0 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: [] @@ -8131,8 +7960,6 @@ packages: - libgcc >=14 - libstdcxx >=14 - openssl >=3.5.2,<4.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -8146,8 +7973,6 @@ packages: - libcurl >=8.14.1,<9.0a0 - libcxx >=19 - openssl >=3.5.2,<4.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -8161,8 +7986,6 @@ packages: - libcurl >=8.14.1,<9.0a0 - libcxx >=19 - openssl >=3.5.2,<4.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -8177,8 +8000,6 @@ packages: - libgcc >=14 - libstdcxx >=14 - openssl >=3.5.1,<4.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -8192,8 +8013,6 @@ packages: - azure-core-cpp >=1.16.0,<1.16.1.0a0 - libcxx >=19 - openssl >=3.5.1,<4.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -8207,8 +8026,6 @@ packages: - azure-core-cpp >=1.16.0,<1.16.1.0a0 - libcxx >=19 - openssl >=3.5.1,<4.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -8223,8 +8040,6 @@ packages: - azure-storage-common-cpp >=12.10.0,<12.10.1.0a0 - libgcc >=14 - libstdcxx >=14 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -8238,8 +8053,6 @@ packages: - 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python_abi 3.12.* *_cp312 - arch: x86_64 - platform: win license: LGPL-2.1-or-later purls: - pkg:pypi/crc32c?source=hash-mapping @@ -9876,8 +9462,6 @@ packages: - python_abi 3.12.* *_cp312 constrains: - __glibc >=2.17 - arch: x86_64 - platform: linux license: Apache-2.0 AND BSD-3-Clause AND PSF-2.0 AND MIT license_family: BSD purls: @@ -9895,8 +9479,6 @@ packages: - python_abi 3.12.* *_cp312 constrains: - __osx >=10.13 - arch: x86_64 - platform: osx license: Apache-2.0 AND BSD-3-Clause AND PSF-2.0 AND MIT license_family: BSD purls: @@ -9915,8 +9497,6 @@ packages: - python_abi 3.12.* *_cp312 constrains: - __osx >=11.0 - arch: arm64 - platform: osx license: Apache-2.0 AND BSD-3-Clause AND PSF-2.0 AND MIT license_family: BSD purls: @@ -9934,8 +9514,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: Apache-2.0 AND BSD-3-Clause AND PSF-2.0 AND MIT license_family: BSD purls: @@ -9964,8 +9542,6 @@ packages: - libstdcxx >=13 - libxcrypt >=4.4.36 - openssl >=3.5.0,<4.0a0 - arch: x86_64 - platform: linux license: BSD-3-Clause-Attribution license_family: BSD purls: [] @@ -9980,8 +9556,6 @@ packages: - libcxx >=18 - libntlm >=1.8,<2.0a0 - openssl >=3.5.0,<4.0a0 - arch: x86_64 - platform: osx license: BSD-3-Clause-Attribution license_family: BSD purls: [] @@ -9996,8 +9570,6 @@ packages: - libcxx >=18 - libntlm >=1.8,<2.0a0 - openssl >=3.5.0,<4.0a0 - arch: arm64 - platform: osx license: BSD-3-Clause-Attribution license_family: BSD purls: [] @@ -10012,8 +9584,6 @@ packages: - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - toolz >=0.10.0 - arch: x86_64 - platform: linux license: BSD-3-Clause license_family: BSD purls: @@ -10028,8 +9598,6 @@ packages: - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - toolz >=0.10.0 - arch: x86_64 - platform: osx license: BSD-3-Clause license_family: BSD purls: @@ -10045,8 +9613,6 @@ packages: - python >=3.12,<3.13.0a0 *_cpython - python_abi 3.12.* *_cp312 - toolz >=0.10.0 - arch: arm64 - platform: osx license: BSD-3-Clause license_family: BSD purls: @@ -10063,8 +9629,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: BSD-3-Clause license_family: BSD purls: @@ -10118,8 +9682,6 @@ packages: md5: 418c6ca5929a611cbd69204907a83995 depends: - libgcc-ng >=12 - arch: x86_64 - platform: linux license: BSD-2-Clause license_family: BSD purls: [] @@ -10128,8 +9690,6 @@ packages: - conda: https://conda.anaconda.org/conda-forge/osx-64/dav1d-1.2.1-h0dc2134_0.conda sha256: ec71a835866b42e946cd2039a5f7a6458851a21890d315476f5e66790ac11c96 md5: 9d88733c715300a39f8ca2e936b7808d - arch: x86_64 - platform: osx license: BSD-2-Clause license_family: BSD purls: [] @@ -10138,8 +9698,6 @@ packages: - conda: https://conda.anaconda.org/conda-forge/osx-arm64/dav1d-1.2.1-hb547adb_0.conda sha256: 93e077b880a85baec8227e8c72199220c7f87849ad32d02c14fb3807368260b8 md5: 5a74cdee497e6b65173e10d94582fae6 - arch: arm64 - platform: osx license: BSD-2-Clause license_family: BSD purls: [] @@ -10152,8 +9710,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: BSD-2-Clause license_family: BSD purls: [] @@ -10166,8 +9722,6 @@ packages: - expat >=2.4.2,<3.0a0 - libgcc-ng >=9.4.0 - libglib >=2.70.2,<3.0a0 - arch: x86_64 - platform: linux license: GPL-2.0-or-later license_family: GPL purls: [] @@ -10179,8 +9733,6 @@ packages: depends: - expat >=2.4.2,<3.0a0 - libglib >=2.70.2,<3.0a0 - arch: x86_64 - platform: osx license: GPL-2.0-or-later license_family: GPL purls: [] @@ -10192,8 +9744,6 @@ packages: depends: - expat >=2.4.2,<3.0a0 - libglib >=2.70.2,<3.0a0 - arch: arm64 - platform: osx license: GPL-2.0-or-later license_family: GPL purls: [] @@ -10208,8 +9758,6 @@ packages: - libgcc >=14 - __glibc >=2.17,<3.0.a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: @@ -10224,8 +9772,6 @@ packages: - __osx >=10.13 - libcxx >=19 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: @@ -10241,8 +9787,6 @@ packages: - python 3.12.* *_cpython - libcxx >=19 - python_abi 3.12.* *_cp312 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: @@ -10261,8 +9805,6 @@ packages: - vc14_runtime >=14.44.35208 - ucrt >=10.0.20348.0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: @@ -10407,8 +9949,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - libstdcxx >=13 - arch: x86_64 - platform: linux license: BSD-3-Clause license_family: BSD purls: [] @@ -10420,8 +9960,6 @@ packages: depends: - __osx >=10.13 - libcxx >=18 - arch: x86_64 - platform: osx license: BSD-3-Clause license_family: BSD purls: [] @@ -10433,8 +9971,6 @@ packages: depends: - __osx >=11.0 - libcxx >=18 - arch: arm64 - platform: osx license: BSD-3-Clause license_family: BSD purls: [] @@ -10447,8 +9983,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: BSD-3-Clause license_family: BSD purls: [] @@ -10477,8 +10011,6 @@ packages: - urllib3 >=2.2.2 constrains: - __glibc >=2.17 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: Apache purls: @@ -10496,8 +10028,6 @@ packages: - urllib3 >=2.2.2 constrains: - __osx >=10.13 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: Apache purls: @@ -10516,8 +10046,6 @@ packages: - urllib3 >=2.2.2 constrains: - __osx >=11.0 - arch: arm64 - platform: osx license: Apache-2.0 license_family: Apache purls: @@ -10535,8 +10063,6 @@ packages: - urllib3 >=2.2.2 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: Apache-2.0 license_family: Apache purls: @@ -10761,8 +10287,6 @@ packages: - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - xorg-libxxf86vm >=1.1.6,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -10773,8 +10297,6 @@ packages: md5: efe7fa6c60b20cb0a3a22e8c3e7b721e depends: - __osx >=10.13 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -10785,8 +10307,6 @@ packages: md5: 3b87dabebe54c6d66a07b97b53ac5874 depends: - __osx >=11.0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -10832,8 +10352,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libexpat 2.7.1 hecca717_0 - libgcc >=14 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -10845,8 +10363,6 @@ packages: depends: - __osx >=10.13 - libexpat 2.7.1 h21dd04a_0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -10858,8 +10374,6 @@ packages: depends: - __osx >=11.0 - libexpat 2.7.1 hec049ff_0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -10918,8 +10432,6 @@ packages: - xorg-libx11 >=1.8.12,<2.0a0 constrains: - __cuda >=12.8 - arch: x86_64 - platform: linux license: GPL-2.0-or-later license_family: GPL purls: [] @@ -10968,8 +10480,6 @@ packages: - svt-av1 >=3.0.2,<3.0.3.0a0 - x264 >=1!164.3095,<1!165 - x265 >=3.5,<3.6.0a0 - arch: x86_64 - platform: osx license: GPL-2.0-or-later license_family: GPL purls: [] @@ -11018,8 +10528,6 @@ packages: - svt-av1 >=3.0.2,<3.0.3.0a0 - x264 >=1!164.3095,<1!165 - x265 >=3.5,<3.6.0a0 - arch: arm64 - platform: osx license: GPL-2.0-or-later license_family: GPL purls: [] @@ -11057,8 +10565,6 @@ packages: - x265 >=3.5,<3.6.0a0 constrains: - __cuda >=12.8 - arch: x86_64 - platform: win license: GPL-2.0-or-later license_family: GPL purls: [] @@ -11122,8 +10628,6 @@ packages: - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - xorg-libxrender >=0.9.11,<0.10.0a0 - arch: x86_64 - platform: linux license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -11147,8 +10651,6 @@ packages: - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - xorg-libxrender >=0.9.11,<0.10.0a0 - arch: x86_64 - platform: osx license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -11172,8 +10674,6 @@ packages: - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - xorg-libxrender >=0.9.11,<0.10.0a0 - arch: arm64 - platform: osx license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -11197,8 +10697,6 @@ packages: - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - xorg-libxrender >=0.9.11,<0.10.0a0 - arch: x86_64 - platform: win license: LGPL-2.0-or-later license_family: LGPL purls: [] @@ -11275,8 +10773,6 @@ packages: - libgcc >=13 - libuuid >=2.38.1,<3.0a0 - libzlib >=1.3.1,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -11290,8 +10786,6 @@ packages: - freetype >=2.12.1,<3.0a0 - libexpat >=2.6.3,<3.0a0 - libzlib >=1.3.1,<2.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -11305,8 +10799,6 @@ packages: - freetype >=2.12.1,<3.0a0 - libexpat >=2.6.3,<3.0a0 - libzlib >=1.3.1,<2.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -11323,8 +10815,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -11364,8 +10854,6 @@ packages: - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - unicodedata2 >=15.1.0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: @@ -11382,8 +10870,6 @@ packages: - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - unicodedata2 >=15.1.0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: @@ -11401,8 +10887,6 @@ packages: - python >=3.12,<3.13.0a0 *_cpython - python_abi 3.12.* *_cp312 - unicodedata2 >=15.1.0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: @@ -11421,8 +10905,6 @@ packages: - unicodedata2 >=15.1.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: @@ -11453,8 +10935,6 @@ packages: - xorg-libxext >=1.3.4,<2.0a0 - xorg-libxfixes - xorg-libxi - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -11467,8 +10947,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -11491,8 +10969,6 @@ packages: - libzlib >=1.3.1,<2.0a0 - openexr >=3.3.1,<3.4.0a0 - openjpeg >=2.5.2,<3.0a0 - arch: x86_64 - platform: linux license: GPL-2.0-or-later OR GPL-3.0-or-later OR FreeImage purls: [] size: 467860 @@ -11513,8 +10989,6 @@ packages: - libzlib >=1.3.1,<2.0a0 - openexr >=3.3.1,<3.4.0a0 - openjpeg >=2.5.2,<3.0a0 - arch: x86_64 - platform: osx license: GPL-2.0-or-later OR GPL-3.0-or-later OR FreeImage purls: [] size: 410944 @@ -11535,8 +11009,6 @@ packages: - libzlib >=1.3.1,<2.0a0 - openexr >=3.3.1,<3.4.0a0 - openjpeg >=2.5.2,<3.0a0 - arch: arm64 - platform: osx license: GPL-2.0-or-later OR GPL-3.0-or-later OR FreeImage purls: [] size: 366466 @@ -11558,8 +11030,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: GPL-2.0-or-later OR GPL-3.0-or-later OR FreeImage purls: [] size: 465887 @@ -11570,8 +11040,6 @@ packages: depends: - libfreetype 2.14.1 ha770c72_0 - libfreetype6 2.14.1 h73754d4_0 - arch: x86_64 - platform: linux license: GPL-2.0-only OR FTL purls: [] size: 173114 @@ -11582,8 +11050,6 @@ packages: depends: - libfreetype 2.14.1 h694c41f_0 - libfreetype6 2.14.1 h6912278_0 - arch: x86_64 - platform: osx license: GPL-2.0-only OR FTL purls: [] size: 173969 @@ -11594,8 +11060,6 @@ packages: depends: - libfreetype 2.14.1 hce30654_0 - libfreetype6 2.14.1 h6da58f4_0 - arch: arm64 - platform: osx license: GPL-2.0-only OR FTL purls: [] size: 173399 @@ -11606,8 +11070,6 @@ packages: depends: - libfreetype 2.14.1 h57928b3_0 - libfreetype6 2.14.1 hdbac1cb_0 - arch: x86_64 - platform: win license: GPL-2.0-only OR FTL purls: [] size: 184553 @@ -11621,8 +11083,6 @@ packages: - libgcc >=13 - libiconv >=1.17,<2.0a0 - minizip >=4.0.7,<5.0a0 - arch: x86_64 - platform: linux license: MPL-1.1 license_family: MOZILLA purls: [] @@ -11636,8 +11096,6 @@ packages: - libexpat >=2.6.4,<3.0a0 - libiconv >=1.17,<2.0a0 - minizip >=4.0.7,<5.0a0 - arch: x86_64 - platform: osx license: MPL-1.1 license_family: MOZILLA purls: [] @@ -11651,8 +11109,6 @@ packages: - libexpat >=2.6.4,<3.0a0 - libiconv >=1.17,<2.0a0 - minizip >=4.0.7,<5.0a0 - arch: arm64 - platform: osx license: MPL-1.1 license_family: MOZILLA purls: [] @@ -11668,8 +11124,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: MPL-1.1 license_family: MOZILLA purls: [] @@ -11681,8 +11135,6 @@ packages: depends: - __glibc >=2.17,<3.0.a0 - libgcc >=14 - arch: x86_64 - platform: linux license: LGPL-2.1-or-later purls: [] size: 61244 @@ -11692,8 +11144,6 @@ packages: md5: 4422491d30462506b9f2d554ab55e33d depends: - __osx >=10.13 - arch: x86_64 - platform: osx license: LGPL-2.1-or-later purls: [] size: 60923 @@ -11703,8 +11153,6 @@ packages: md5: 04bdce8d93a4ed181d1d726163c2d447 depends: - __osx >=11.0 - arch: arm64 - platform: osx license: LGPL-2.1-or-later purls: [] size: 59391 @@ -11716,8 +11164,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: LGPL-2.1-or-later purls: [] size: 64394 @@ -11731,8 +11177,6 @@ packages: - libstdcxx >=14 - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: APACHE purls: @@ -11747,8 +11191,6 @@ packages: - libcxx >=19 - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: APACHE purls: @@ -11764,8 +11206,6 @@ packages: - python >=3.12,<3.13.0a0 - python >=3.12,<3.13.0a0 *_cpython - python_abi 3.12.* *_cp312 - arch: arm64 - platform: osx license: Apache-2.0 license_family: APACHE purls: @@ -11781,8 +11221,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - arch: x86_64 - platform: win license: Apache-2.0 license_family: APACHE purls: @@ -11836,8 +11274,6 @@ packages: - numpy >=1.19,<3 - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: @@ -11857,8 +11293,6 @@ packages: - numpy >=1.19,<3 - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: @@ -11879,8 +11313,6 @@ packages: - python >=3.12,<3.13.0a0 - python >=3.12,<3.13.0a0 *_cpython - python_abi 3.12.* *_cp312 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: @@ -11901,8 +11333,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: @@ -11918,8 +11348,6 @@ packages: - libjpeg-turbo >=3.0.0,<4.0a0 - libpng >=1.6.43,<1.7.0a0 - libtiff >=4.6.0,<4.8.0a0 - arch: x86_64 - platform: linux license: LGPL-2.1-or-later license_family: LGPL purls: [] @@ -11935,8 +11363,6 @@ packages: - libjpeg-turbo >=3.0.0,<4.0a0 - libpng >=1.6.43,<1.7.0a0 - libtiff >=4.6.0,<4.8.0a0 - arch: x86_64 - platform: osx license: LGPL-2.1-or-later license_family: LGPL purls: [] @@ -11952,8 +11378,6 @@ packages: - libjpeg-turbo >=3.0.0,<4.0a0 - libpng >=1.6.43,<1.7.0a0 - libtiff >=4.6.0,<4.8.0a0 - arch: arm64 - platform: osx license: LGPL-2.1-or-later license_family: LGPL purls: [] @@ -11971,8 +11395,6 @@ packages: - 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__glibc >=2.17,<3.0.a0 - libgcc >=13 - libxcb >=1.17.0,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31293,8 +28084,6 @@ packages: depends: - __osx >=10.13 - libxcb >=1.17.0,<2.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31306,8 +28095,6 @@ packages: depends: - __osx >=11.0 - libxcb >=1.17.0,<2.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31321,8 +28108,6 @@ packages: - libwinpthread >=12.0.0.r4.gg4f2fc60ca - libxcb >=1.17.0,<2.0a0 - ucrt >=10.0.20348.0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31334,8 +28119,6 @@ packages: depends: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31346,8 +28129,6 @@ packages: md5: 4cf40e60b444d56512a64f39d12c20bd depends: - __osx >=10.13 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31358,8 +28139,6 @@ packages: md5: 50901e0764b7701d8ed7343496f4f301 depends: - __osx >=11.0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31372,8 +28151,6 @@ packages: - libgcc >=13 - libwinpthread >=12.0.0.r4.gg4f2fc60ca - ucrt >=10.0.20348.0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31387,8 +28164,6 @@ packages: - libgcc >=13 - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31403,8 +28178,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - xorg-libxrender >=0.9.11,<0.10.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31419,8 +28192,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31432,8 +28203,6 @@ packages: depends: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31444,8 +28213,6 @@ packages: md5: 9f438e1b6f4e73fd9e6d78bfe7c36743 depends: - __osx >=10.13 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31456,8 +28223,6 @@ packages: md5: 77c447f48cab5d3a15ac224edb86a968 depends: - __osx >=11.0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31470,8 +28235,6 @@ packages: - libgcc >=13 - libwinpthread >=12.0.0.r4.gg4f2fc60ca - ucrt >=10.0.20348.0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31484,8 +28247,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31497,8 +28258,6 @@ packages: depends: - __osx >=10.13 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31510,8 +28269,6 @@ packages: depends: - __osx >=11.0 - xorg-libx11 >=1.8.10,<2.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31525,8 +28282,6 @@ packages: - libwinpthread >=12.0.0.r4.gg4f2fc60ca - ucrt >=10.0.20348.0 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31539,8 +28294,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=14 - xorg-libx11 >=1.8.12,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31552,8 +28305,6 @@ packages: depends: - __osx >=10.13 - xorg-libx11 >=1.8.12,<2.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31565,8 +28316,6 @@ packages: depends: - __osx >=11.0 - xorg-libx11 >=1.8.12,<2.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31580,8 +28329,6 @@ packages: - libwinpthread >=12.0.0.r4.gg4f2fc60ca - ucrt >=10.0.20348.0 - xorg-libx11 >=1.8.12,<2.0a0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31596,8 +28343,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxfixes >=6.0.1,<7.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31612,8 +28357,6 @@ packages: - libstdcxx >=13 - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31628,8 +28371,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxt >=1.3.0,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31645,8 +28386,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxt >=1.3.0,<2.0a0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31661,8 +28400,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxrender >=0.9.11,<0.10.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31675,8 +28412,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31688,8 +28423,6 @@ packages: depends: - __osx >=10.13 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31701,8 +28434,6 @@ packages: depends: - __osx >=11.0 - xorg-libx11 >=1.8.10,<2.0a0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31716,8 +28447,6 @@ packages: - libwinpthread >=12.0.0.r4.gg4f2fc60ca - ucrt >=10.0.20348.0 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31731,8 +28460,6 @@ packages: - libgcc >=13 - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31747,8 +28474,6 @@ packages: - xorg-libice >=1.1.1,<2.0a0 - xorg-libsm >=1.2.4,<2.0a0 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31764,8 +28489,6 @@ packages: - xorg-libice >=1.1.1,<2.0a0 - xorg-libsm >=1.2.4,<2.0a0 - xorg-libx11 >=1.8.10,<2.0a0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31780,8 +28503,6 @@ packages: - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - xorg-libxi >=1.7.10,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31795,8 +28516,6 @@ packages: - libgcc >=13 - xorg-libx11 >=1.8.10,<2.0a0 - xorg-libxext >=1.3.6,<2.0a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31808,8 +28527,6 @@ packages: depends: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31853,8 +28570,6 @@ packages: depends: - libgcc >=14 - __glibc >=2.17,<3.0.a0 - arch: x86_64 - platform: linux license: MIT license_family: MIT purls: [] @@ -31865,8 +28580,6 @@ packages: md5: a645bb90997d3fc2aea0adf6517059bd depends: - __osx >=10.13 - arch: x86_64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31877,8 +28590,6 @@ packages: md5: 78a0fe9e9c50d2c381e8ee47e3ea437d depends: - __osx >=11.0 - arch: arm64 - platform: osx license: MIT license_family: MIT purls: [] @@ -31894,8 +28605,6 @@ packages: - vc >=14.3,<15 - vc14_runtime >=14.44.35208 - ucrt >=10.0.20348.0 - arch: x86_64 - platform: win license: MIT license_family: MIT purls: [] @@ -31912,8 +28621,6 @@ packages: - propcache >=0.2.1 - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: linux license: Apache-2.0 license_family: Apache purls: @@ -31930,8 +28637,6 @@ packages: - propcache >=0.2.1 - python >=3.12,<3.13.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: osx license: Apache-2.0 license_family: Apache purls: @@ -31949,8 +28654,6 @@ packages: - python >=3.12,<3.13.0a0 - python >=3.12,<3.13.0a0 *_cpython - python_abi 3.12.* *_cp312 - arch: arm64 - platform: osx license: Apache-2.0 license_family: Apache purls: @@ -31969,8 +28672,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: Apache-2.0 license_family: Apache purls: @@ -32020,8 +28721,6 @@ packages: - libgcc >=14 - libsodium >=1.0.20,<1.0.21.0a0 - krb5 >=1.21.3,<1.22.0a0 - arch: x86_64 - platform: linux license: MPL-2.0 license_family: MOZILLA purls: [] @@ -32035,8 +28734,6 @@ packages: - libcxx >=19 - libsodium >=1.0.20,<1.0.21.0a0 - krb5 >=1.21.3,<1.22.0a0 - arch: x86_64 - platform: osx license: MPL-2.0 license_family: MOZILLA purls: [] @@ -32050,8 +28747,6 @@ packages: - libcxx >=19 - libsodium >=1.0.20,<1.0.21.0a0 - krb5 >=1.21.3,<1.22.0a0 - arch: arm64 - platform: osx license: MPL-2.0 license_family: MOZILLA purls: [] @@ -32069,8 +28764,6 @@ packages: - ucrt >=10.0.20348.0 - libsodium >=1.0.20,<1.0.21.0a0 - krb5 >=1.21.3,<1.22.0a0 - arch: x86_64 - platform: win license: MPL-2.0 license_family: MOZILLA purls: [] @@ -32105,8 +28798,6 @@ packages: - __glibc >=2.17,<3.0.a0 - libgcc >=13 - libzlib 1.3.1 hb9d3cd8_2 - arch: x86_64 - platform: linux license: Zlib license_family: Other purls: [] @@ -32118,8 +28809,6 @@ packages: depends: - __osx >=10.13 - libzlib 1.3.1 hd23fc13_2 - arch: x86_64 - platform: osx license: Zlib license_family: Other purls: [] @@ -32131,8 +28820,6 @@ packages: depends: - __osx >=11.0 - libzlib 1.3.1 h8359307_2 - arch: arm64 - platform: osx license: Zlib license_family: Other purls: [] @@ -32146,8 +28833,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: Zlib license_family: Other purls: [] @@ -32164,8 +28849,6 @@ packages: - libgcc >=14 - zstd >=1.5.7,<1.6.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: linux license: BSD-3-Clause license_family: BSD purls: @@ -32182,8 +28865,6 @@ packages: - __osx >=10.13 - zstd >=1.5.7,<1.6.0a0 - python_abi 3.12.* *_cp312 - arch: x86_64 - platform: osx license: BSD-3-Clause license_family: BSD purls: @@ -32201,8 +28882,6 @@ packages: - python 3.12.* *_cpython - python_abi 3.12.* *_cp312 - zstd >=1.5.7,<1.6.0a0 - arch: arm64 - platform: osx license: BSD-3-Clause license_family: BSD purls: @@ -32224,8 +28903,6 @@ packages: - ucrt >=10.0.20348.0 - python_abi 3.12.* *_cp312 - zstd >=1.5.7,<1.6.0a0 - arch: x86_64 - platform: win license: BSD-3-Clause license_family: BSD purls: @@ -32240,8 +28917,6 @@ packages: - libgcc >=13 - libstdcxx >=13 - libzlib >=1.3.1,<2.0a0 - arch: x86_64 - platform: linux license: BSD-3-Clause license_family: BSD purls: [] @@ -32253,8 +28928,6 @@ packages: depends: - __osx >=10.13 - libzlib >=1.3.1,<2.0a0 - arch: x86_64 - platform: osx license: BSD-3-Clause license_family: BSD purls: [] @@ -32266,8 +28939,6 @@ packages: depends: - __osx >=11.0 - libzlib >=1.3.1,<2.0a0 - arch: arm64 - platform: osx license: BSD-3-Clause license_family: BSD purls: [] @@ -32281,8 +28952,6 @@ packages: - ucrt >=10.0.20348.0 - vc >=14.2,<15 - vc14_runtime >=14.29.30139 - arch: x86_64 - platform: win license: BSD-3-Clause license_family: BSD purls: [] diff --git a/pixi.toml b/pixi.toml index 2d0d74afb..934ae1965 100644 --- a/pixi.toml +++ b/pixi.toml @@ -101,6 +101,7 @@ pytest-benchmark = "*" pytest-cases = ">=3.9.1" pytest-cov = "*" pytest-dotenv = "*" +pytest-profiling = "*" pytest-xdist = "*" python = "3.12.*" python-build = "*" From 07cad1a2142b6dd6c9640c8624454b0cc0879b2a Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 10:57:15 +0200 Subject: [PATCH 02/16] Remove old slice_model method --- imod/mf6/multimodel/modelsplitter.py | 27 ------------ .../test_multimodel/test_mf6_modelsplitter.py | 42 ++++++++++--------- .../test_mf6_modelsplitter_transport.py | 12 +++--- .../test_mf6_partitioning_unstructured.py | 2 +- 4 files changed, 29 insertions(+), 54 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 3b17380b9..781571b60 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -5,10 +5,6 @@ from imod.common.interfaces.iagnosticpackage import IAgnosticPackage from imod.common.interfaces.imodel import IModel from imod.common.utilities.clip import clip_by_grid -from imod.mf6.auxiliary_variables import ( - expand_transient_auxiliary_variables, - remove_expanded_auxiliary_variables_from_dataset, -) from imod.mf6.boundary_condition import BoundaryCondition from imod.mf6.hfb import HorizontalFlowBarrierBase from imod.mf6.wel import Well @@ -63,29 +59,6 @@ def _validate_submodel_label_array(submodel_labels: GridDataArray) -> None: ) -def slice_model(partition_info: PartitionInfo, model: IModel) -> IModel: - """ - This function slices a Modflow6Model. A sliced model is a model that - consists of packages of the original model that are sliced using the - domain_slice. A domain_slice can be created using the - :func:`imod.mf6.modelsplitter.create_domain_slices` function. - """ - modelclass = type(model) - new_model = modelclass(**model.options) - - for pkg_name, package in model.items(): - if isinstance(package, BoundaryCondition): - remove_expanded_auxiliary_variables_from_dataset(package) - - sliced_package = clip_by_grid(package, partition_info.active_domain) - if sliced_package is not None: - new_model[pkg_name] = sliced_package - - if isinstance(package, BoundaryCondition): - expand_transient_auxiliary_variables(sliced_package) - return new_model - - class ModelSplitter: def __init__(self, partition_info: List[PartitionInfo]) -> None: self.partition_info = partition_info diff --git a/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter.py b/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter.py index 95887988d..942550755 100644 --- a/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter.py +++ b/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter.py @@ -1,11 +1,11 @@ import numpy as np -from imod.mf6.multimodel.modelsplitter import create_partition_info, slice_model +from imod.mf6.multimodel.modelsplitter import ModelSplitter, create_partition_info from imod.tests.fixtures.mf6_modelrun_fixture import assert_simulation_can_run from imod.typing.grid import zeros_like -def test_slice_model_structured(twri_model): +def test_split_model_structured(twri_model): """ Create a sub model array for the twri model. Fill the first half of the array, in the y-direction, with 0's and the second half with 1's @@ -22,25 +22,26 @@ def test_slice_model_structured(twri_model): 1, ) - # Act. partition_info = create_partition_info(submodel_labels) - new_models = [ - slice_model(model_partition_info, model) - for model_partition_info in partition_info - ] + modelsplitter = ModelSplitter(partition_info) + + # Act. + partition_models_dict = modelsplitter.split("GWF_1", model) # Assert. - assert len(new_models) == 2 + assert len(partition_models_dict) == 2 # verify that the number of active cells in each submodel is the same as the number of labels unique_labels, label_counts = np.unique(submodel_labels.values, return_counts=True) - for submodel_label in unique_labels: - active = new_models[submodel_label].domain.sel({"layer": 1}) + for submodel_label, (new_model_name, new_model) in enumerate( + partition_models_dict.items() + ): + active = new_model.domain.sel({"layer": 1}) active_count = active.where(active > 0).count() assert label_counts[submodel_label] == active_count.values -def test_slice_model_unstructured(circle_model): +def test_split_model_unstructured(circle_model): """ Create a sub model array for the circle model. Fill the first half of the array, in the y-direction, with 0's and the second half with 1's @@ -54,24 +55,25 @@ def test_slice_model_unstructured(circle_model): domain_center_y = y_bounds.mean() submodel_labels = zeros_like(active).where(active.grid.face_y > domain_center_y, 1) - # Act. partition_info = create_partition_info(submodel_labels) - new_models = [ - slice_model(model_partition_info, model) - for model_partition_info in partition_info - ] + modelsplitter = ModelSplitter(partition_info) + + # Act. + partition_models_dict = modelsplitter.split("GWF_1", model) # Assert. - assert len(new_models) == 2 + assert len(partition_models_dict) == 2 # verify that the number of active cells in each submodel is the same as the number of labels unique_labels, label_counts = np.unique(submodel_labels.values, return_counts=True) - for submodel_label in unique_labels: - active_count = new_models[submodel_label].domain.sel({"layer": 1}).count() + for submodel_label, (new_model_name, new_model) in enumerate( + partition_models_dict.items() + ): + active_count = new_model.domain.sel({"layer": 1}).count() assert label_counts[submodel_label] == active_count.values -def test_slice_model_with_auxiliary_variables(tmp_path, flow_transport_simulation): +def test_slice_simulation_with_auxiliary_variables(tmp_path, flow_transport_simulation): flow_simulation = flow_transport_simulation flow_simulation.pop("tpt_a") flow_simulation.pop("tpt_b") diff --git a/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py b/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py index 5d9a4829d..586ea189a 100644 --- a/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py +++ b/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py @@ -6,7 +6,7 @@ from imod.mf6 import AdvectionCentral, AdvectionTVD, AdvectionUpstream from imod.mf6.dsp import Dispersion -from imod.mf6.multimodel.modelsplitter import create_partition_info, slice_model +from imod.mf6.multimodel.modelsplitter import ModelSplitter, create_partition_info from imod.mf6.package import Package from imod.mf6.simulation import Modflow6Simulation from imod.tests.fixtures.mf6_modelrun_fixture import assert_simulation_can_run @@ -20,18 +20,18 @@ def test_slice_model_structured(flow_transport_simulation: Modflow6Simulation): submodel_labels[:, :, 30:] = 1 partition_info = create_partition_info(submodel_labels) + modelsplitter = ModelSplitter(partition_info) submodel_list = [] # Act - for submodel_partition_info in partition_info: - submodel_list.append(slice_model(submodel_partition_info, transport_model)) + partition_models_dict = modelsplitter.split("tpt_a", transport_model) # Assert - assert len(submodel_list) == 2 - for submodel in submodel_list: + assert len(partition_models_dict) == 2 + for new_model_name, new_model in partition_models_dict.items(): for package_name in list(transport_model.keys()): - assert package_name in list(submodel.keys()) + assert package_name in list(new_model.keys()) def test_split_dump( diff --git a/imod/tests/test_mf6/test_multimodel/test_mf6_partitioning_unstructured.py b/imod/tests/test_mf6/test_multimodel/test_mf6_partitioning_unstructured.py index 8dd28a239..4edefa4d3 100644 --- a/imod/tests/test_mf6/test_multimodel/test_mf6_partitioning_unstructured.py +++ b/imod/tests/test_mf6/test_multimodel/test_mf6_partitioning_unstructured.py @@ -601,7 +601,7 @@ def test_partition_transport_multispecies( ) -def test_slice_model_twice(tmp_path, circle_model): +def test_slice_simulation_twice(tmp_path, circle_model): flow_model = circle_model["GWF_1"] active = flow_model.domain From 0b631fa3ec7541b195b7caec1f7d8f6ae3a58102 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 11:51:27 +0200 Subject: [PATCH 03/16] Clean up modelsplitter --- imod/mf6/multimodel/modelsplitter.py | 102 ++++++++++-------- imod/mf6/simulation.py | 7 -- .../test_mf6_modelsplitter_transport.py | 2 - 3 files changed, 58 insertions(+), 53 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 781571b60..f237000db 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -6,13 +6,9 @@ from imod.common.interfaces.imodel import IModel from imod.common.utilities.clip import clip_by_grid from imod.mf6.boundary_condition import BoundaryCondition -from imod.mf6.hfb import HorizontalFlowBarrierBase -from imod.mf6.wel import Well from imod.typing import GridDataArray from imod.typing.grid import ones_like -HIGH_LEVEL_PKGS = (HorizontalFlowBarrierBase, Well) - class PartitionInfo(NamedTuple): active_domain: GridDataArray @@ -60,6 +56,29 @@ def _validate_submodel_label_array(submodel_labels: GridDataArray) -> None: class ModelSplitter: + # pkg_id to variable mapping. + # For boundary packages we need to check if the package has any active cells in the partition + # We do this based on the variable that defines the active cells for that package + # This mapping is used to get that variable name based on the package id + # If a package is not in this mapping, we assume it does not need special treatment + _pkg_id_to_var_mapping = { + "chd": "head", + "cnc": "concentration", + "evt": "rate", + "dis": "idomain", + "drn": "elevation", + "ghb": "head", + "src": "rate", + "rch": "rate", + "riv": "conductance", + "uzf": "infiltration_rate", + "wel": "rate", + } + + # Some boundary packages don't have a variable that defines active cells + # For these packages we skip the check if the package has any active cells in the partition + _pkg_id_skip_active_check = ["ssm", "lak"] + def __init__(self, partition_info: List[PartitionInfo]) -> None: self.partition_info = partition_info @@ -68,6 +87,8 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: partitioned_models = {} model_to_partition = {} + self._force_load_dis(model) + # Create empty model for each partition for submodel_partition_info in self.partition_info: new_model_name = f"{model_name}_{submodel_partition_info.id}" @@ -76,64 +97,57 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: partitioned_models[new_model_name] = new_model model_to_partition[new_model_name] = submodel_partition_info - # Create pkg_id to variable mapping - # We don't want to add packages that do not have any active cells in the partition - # We determine if a package has active cells in the partition based on the variable - # that defines the active cells for that package - pkg_id_to_var_mapping = { - "chd": "head", - "cnc": "concentration", - "evt": "rate", - "dis": "idomain", - "drn": "elevation", - "ghb": "head", - "src": "rate", - "rch": "rate", - "riv": "conductance", - "uzf": "infiltration_rate", - "wel": "rate", - } # Add packages to models for pkg_name, package in model.items(): pkg_id = package._pkg_id - # Determine the active cells of boundary package - if isinstance(package, IAgnosticPackage): - pass - elif pkg_id in ["ssm", "lak"]: - pass - elif isinstance(package, BoundaryCondition): - active_package_domain = package[pkg_id_to_var_mapping[pkg_id]].notnull() - else: - pass # Other packages don't need special treatment + # Determine active domain for boundary packages + if isinstance(package, BoundaryCondition): + # Checks are done after slicing + if isinstance(package, IAgnosticPackage): + pass + # No checks are done for these packages + elif pkg_id in self._pkg_id_skip_active_check: + pass + else: + active_package_domain = package[ + self._pkg_id_to_var_mapping[pkg_id] + ].notnull() + # Add package to each partitioned model for new_model_name, new_model in partitioned_models.items(): partition_info = model_to_partition[new_model_name] - # Check if package has any active cells in the partition - # If not, skip adding the package to the partitioned model - if isinstance(package, IAgnosticPackage): - pass - elif pkg_id in ["ssm", "lak"]: # No checks are done for these packages - pass - elif isinstance(package, BoundaryCondition): - has_overlap = ( - active_package_domain & (partition_info.active_domain == 1) - ).any() - if not has_overlap: - continue + # For boundary packages, check if the package has any active cells in the partition + if isinstance(package, BoundaryCondition): + # Checks are done after slicing + if isinstance(package, IAgnosticPackage): + pass + # No checks are done for these packages + elif pkg_id in self._pkg_id_skip_active_check: + pass + else: + has_overlap = ( + active_package_domain & (partition_info.active_domain == 1) + ).any() + if not has_overlap: + continue # Slice and add the package to the partitioned model sliced_package = clip_by_grid(package, partition_info.active_domain) + # For agnostic packages, if the sliced package has no data, do not add it to the model if isinstance(package, IAgnosticPackage): if sliced_package["index"].size == 0: sliced_package = None + # Add package to model if it has data if sliced_package is not None: new_model[pkg_name] = sliced_package return partitioned_models - def num_partitions(self) -> int: - return len(self.partition_info) + def _force_load_dis(self, model) -> None: + key = model.get_diskey() + model[key].dataset.load() + return diff --git a/imod/mf6/simulation.py b/imod/mf6/simulation.py index 34eb12fb0..120a5e3d0 100644 --- a/imod/mf6/simulation.py +++ b/imod/mf6/simulation.py @@ -95,12 +95,6 @@ def get_packages(simulation: Modflow6Simulation) -> dict[str, Package]: } -def force_load_dis(model): - key = model.get_diskey() - model[key].dataset.load() - return - - class Modflow6Simulation(collections.UserDict, ISimulation): """ Modflow6Simulation is a class that represents a Modflow 6 simulation. It @@ -1443,7 +1437,6 @@ def split( modelsplitter = ModelSplitter(partition_info) for model_name, model in original_models.items(): - force_load_dis(model) solution_name = self.get_solution_name(model_name) solution = cast(Solution, new_simulation[solution_name]) solution._remove_model_from_solution(model_name) diff --git a/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py b/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py index 586ea189a..b2a35bdf7 100644 --- a/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py +++ b/imod/tests/test_mf6/test_multimodel/test_mf6_modelsplitter_transport.py @@ -22,8 +22,6 @@ def test_slice_model_structured(flow_transport_simulation: Modflow6Simulation): partition_info = create_partition_info(submodel_labels) modelsplitter = ModelSplitter(partition_info) - submodel_list = [] - # Act partition_models_dict = modelsplitter.split("tpt_a", transport_model) From 29b6f8dcd4715055a8e807ffc7bf4d0352fa51e0 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 13:22:50 +0200 Subject: [PATCH 04/16] Refactor modelsplitter --- imod/common/interfaces/ipackage.py | 5 ++ imod/common/interfaces/iregridpackage.py | 4 +- imod/mf6/multimodel/modelsplitter.py | 78 ++++++++++++++++-------- imod/mf6/package.py | 4 ++ 4 files changed, 62 insertions(+), 29 deletions(-) diff --git a/imod/common/interfaces/ipackage.py b/imod/common/interfaces/ipackage.py index f2fc343fa..1621aba70 100644 --- a/imod/common/interfaces/ipackage.py +++ b/imod/common/interfaces/ipackage.py @@ -34,3 +34,8 @@ def _is_regridding_supported(self) -> bool: @abstractmethod def _is_grid_agnostic_package(self) -> bool: raise NotImplementedError + + @property + @abc.abstractmethod + def pkg_id(self) -> str: + raise NotImplementedError diff --git a/imod/common/interfaces/iregridpackage.py b/imod/common/interfaces/iregridpackage.py index 32e60722b..12d62075a 100644 --- a/imod/common/interfaces/iregridpackage.py +++ b/imod/common/interfaces/iregridpackage.py @@ -1,11 +1,11 @@ import abc from typing import Optional -from imod.common.interfaces.ipackage import IPackage +from imod.common.interfaces.ipackagebase import IPackageBase from imod.common.utilities.dataclass_type import DataclassType -class IRegridPackage(IPackage, abc.ABC): +class IRegridPackage(IPackageBase, abc.ABC): """ Interface for packages that support regridding """ diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index f237000db..9ea0584f2 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -4,6 +4,7 @@ from imod.common.interfaces.iagnosticpackage import IAgnosticPackage from imod.common.interfaces.imodel import IModel +from imod.common.interfaces.ipackage import IPackage from imod.common.utilities.clip import clip_by_grid from imod.mf6.boundary_condition import BoundaryCondition from imod.typing import GridDataArray @@ -77,7 +78,7 @@ class ModelSplitter: # Some boundary packages don't have a variable that defines active cells # For these packages we skip the check if the package has any active cells in the partition - _pkg_id_skip_active_check = ["ssm", "lak"] + _pkg_id_skip_active_domain_check = ["ssm", "lak"] def __init__(self, partition_info: List[PartitionInfo]) -> None: self.partition_info = partition_info @@ -99,39 +100,23 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: # Add packages to models for pkg_name, package in model.items(): - pkg_id = package._pkg_id # Determine active domain for boundary packages - if isinstance(package, BoundaryCondition): - # Checks are done after slicing - if isinstance(package, IAgnosticPackage): - pass - # No checks are done for these packages - elif pkg_id in self._pkg_id_skip_active_check: - pass - else: - active_package_domain = package[ - self._pkg_id_to_var_mapping[pkg_id] - ].notnull() + active_package_domain = ( + self._get_package_domain(package) + if isinstance(package, BoundaryCondition) + else None + ) # Add package to each partitioned model for new_model_name, new_model in partitioned_models.items(): partition_info = model_to_partition[new_model_name] - # For boundary packages, check if the package has any active cells in the partition - if isinstance(package, BoundaryCondition): - # Checks are done after slicing - if isinstance(package, IAgnosticPackage): - pass - # No checks are done for these packages - elif pkg_id in self._pkg_id_skip_active_check: - pass - else: - has_overlap = ( - active_package_domain & (partition_info.active_domain == 1) - ).any() - if not has_overlap: - continue + has_overlap = self._has_package_data_in_domain( + package, active_package_domain, partition_info + ) + if not has_overlap: + continue # Slice and add the package to the partitioned model sliced_package = clip_by_grid(package, partition_info.active_domain) @@ -151,3 +136,42 @@ def _force_load_dis(self, model) -> None: key = model.get_diskey() model[key].dataset.load() return + + def _get_package_domain(self, package: IPackage) -> GridDataArray | None: + pkg_id = package.pkg_id + active_package_domain = None + + if isinstance(package, BoundaryCondition): + # Checks are done after slicing + if isinstance(package, IAgnosticPackage): + pass + # No checks are done for these packages + elif pkg_id in self._pkg_id_skip_active_domain_check: + pass + else: + active_package_domain = package[ + self._pkg_id_to_var_mapping[pkg_id] + ].notnull() + return active_package_domain + + def _has_package_data_in_domain( + self, + package: IPackage, + active_package_domain: GridDataArray, + partition_info: PartitionInfo, + ) -> bool: + pkg_id = package.pkg_id + has_overlap = True + if isinstance(package, BoundaryCondition): + # Checks are done after slicing + if isinstance(package, IAgnosticPackage): + pass + # No checks are done for these packages + elif pkg_id in self._pkg_id_skip_active_domain_check: + pass + else: + has_overlap = ( + active_package_domain & (partition_info.active_domain == 1) + ).any().item() + + return has_overlap diff --git a/imod/mf6/package.py b/imod/mf6/package.py index ee3751914..fd3aca5d0 100644 --- a/imod/mf6/package.py +++ b/imod/mf6/package.py @@ -566,6 +566,10 @@ def _is_grid_agnostic_package(cls) -> bool: :class:`imod.mf6.wel.Wel` package. """ return False + + @property + def pkg_id(self) -> str: + return self._pkg_id def __repr__(self) -> str: typename = type(self).__name__ From 5457c49fae479657864de01885fbc2cb0bd86467 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 13:29:17 +0200 Subject: [PATCH 05/16] Add documentation to the split method. More cleaning up --- imod/common/interfaces/ipackage.py | 2 +- imod/mf6/multimodel/modelsplitter.py | 23 ++++++++++++++++++++--- imod/mf6/package.py | 2 +- 3 files changed, 22 insertions(+), 5 deletions(-) diff --git a/imod/common/interfaces/ipackage.py b/imod/common/interfaces/ipackage.py index 1621aba70..69e1851e0 100644 --- a/imod/common/interfaces/ipackage.py +++ b/imod/common/interfaces/ipackage.py @@ -34,7 +34,7 @@ def _is_regridding_supported(self) -> bool: @abstractmethod def _is_grid_agnostic_package(self) -> bool: raise NotImplementedError - + @property @abc.abstractmethod def pkg_id(self) -> str: diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 9ea0584f2..7028d865d 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -84,6 +84,22 @@ def __init__(self, partition_info: List[PartitionInfo]) -> None: self.partition_info = partition_info def split(self, model_name: str, model: IModel) -> dict[str, IModel]: + """ + Split a model into multiple partitioned models based on configured partition information. + Parameters + ---------- + model_name : str + Base name of the input model; partition identifiers are appended to create + names for each resulting submodel. + model : IModel + The input model instance to partition. + Returns + ------- + dict[str, IModel] + A mapping from generated submodel names to the corresponding partitioned + model instances, each containing only the packages and data relevant to its + active domain. + """ modelclass = type(model) partitioned_models = {} model_to_partition = {} @@ -100,7 +116,6 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: # Add packages to models for pkg_name, package in model.items(): - # Determine active domain for boundary packages active_package_domain = ( self._get_package_domain(package) @@ -171,7 +186,9 @@ def _has_package_data_in_domain( pass else: has_overlap = ( - active_package_domain & (partition_info.active_domain == 1) - ).any().item() + (active_package_domain & (partition_info.active_domain == 1)) + .any() + .item() + ) return has_overlap diff --git a/imod/mf6/package.py b/imod/mf6/package.py index fd3aca5d0..228b7551e 100644 --- a/imod/mf6/package.py +++ b/imod/mf6/package.py @@ -566,7 +566,7 @@ def _is_grid_agnostic_package(cls) -> bool: :class:`imod.mf6.wel.Wel` package. """ return False - + @property def pkg_id(self) -> str: return self._pkg_id From 6b718313fa95768ae9d3b4771d64ca02c61662ed Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 14:49:40 +0200 Subject: [PATCH 06/16] Fix incorrect use of item() --- imod/mf6/multimodel/modelsplitter.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 7028d865d..58b3939cd 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -185,10 +185,8 @@ def _has_package_data_in_domain( elif pkg_id in self._pkg_id_skip_active_domain_check: pass else: - has_overlap = ( - (active_package_domain & (partition_info.active_domain == 1)) - .any() - .item() - ) + active_partition_domain = partition_info.active_domain == 1 + overlap_check = active_package_domain & active_partition_domain + has_overlap = np.any(overlap_check.values).astype(bool) return has_overlap From f72c774ab38e0cc3abb8a62b1d7096fe3c71f6cf Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 16:38:36 +0200 Subject: [PATCH 07/16] Directly call any() on the dask array --- imod/mf6/multimodel/modelsplitter.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 58b3939cd..701946a2f 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -185,8 +185,7 @@ def _has_package_data_in_domain( elif pkg_id in self._pkg_id_skip_active_domain_check: pass else: - active_partition_domain = partition_info.active_domain == 1 - overlap_check = active_package_domain & active_partition_domain - has_overlap = np.any(overlap_check.values).astype(bool) + overlap_check = partition_info.active_domain & active_package_domain + has_overlap = overlap_check.data.any().astype(bool) return has_overlap From c201314c7b25c6b51fedfd0644cb9d46834dd43e Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Tue, 14 Oct 2025 17:04:27 +0200 Subject: [PATCH 08/16] Fix regrid error due to use of wrong interface --- imod/common/interfaces/iregridpackage.py | 4 ++-- imod/msw/pkgbase.py | 4 ++++ 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/imod/common/interfaces/iregridpackage.py b/imod/common/interfaces/iregridpackage.py index 12d62075a..32e60722b 100644 --- a/imod/common/interfaces/iregridpackage.py +++ b/imod/common/interfaces/iregridpackage.py @@ -1,11 +1,11 @@ import abc from typing import Optional -from imod.common.interfaces.ipackagebase import IPackageBase +from imod.common.interfaces.ipackage import IPackage from imod.common.utilities.dataclass_type import DataclassType -class IRegridPackage(IPackageBase, abc.ABC): +class IRegridPackage(IPackage, abc.ABC): """ Interface for packages that support regridding """ diff --git a/imod/msw/pkgbase.py b/imod/msw/pkgbase.py index 796d3f883..442644fc2 100644 --- a/imod/msw/pkgbase.py +++ b/imod/msw/pkgbase.py @@ -215,6 +215,10 @@ def _is_grid_agnostic_package(self) -> bool: """ return False + @property + def pkg_id(self) -> str: + raise NotImplementedError + def regrid_like( self, target_grid: GridDataArray, From f19553cdf132ac4e0a194d2b0e1074850a43ad19 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Wed, 15 Oct 2025 11:56:50 +0200 Subject: [PATCH 09/16] Rvert to earlier more efficient evaluation of has_overlap. Optimize reading op the nc and zarr files --- imod/mf6/multimodel/modelsplitter.py | 5 +++-- imod/mf6/pkgbase.py | 4 ++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 701946a2f..81f4856bc 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -185,7 +185,8 @@ def _has_package_data_in_domain( elif pkg_id in self._pkg_id_skip_active_domain_check: pass else: - overlap_check = partition_info.active_domain & active_package_domain - has_overlap = overlap_check.data.any().astype(bool) + has_overlap = ( + active_package_domain & partition_info.active_domain.astype(bool) + ).any() # type: ignore return has_overlap diff --git a/imod/mf6/pkgbase.py b/imod/mf6/pkgbase.py index d2fbf99bf..8f16775b8 100644 --- a/imod/mf6/pkgbase.py +++ b/imod/mf6/pkgbase.py @@ -166,9 +166,9 @@ def from_file(cls, path: str | Path, **kwargs) -> Self: path = Path(path) if path.suffix in (".zip", ".zarr"): # TODO: seems like a bug? Remove str() call if fixed in xarray/zarr - dataset = xr.open_zarr(str(path), **kwargs) + dataset = xr.open_zarr(str(path), consolidated=True, chunks=None, **kwargs) else: - dataset = xr.open_dataset(path, **kwargs) + dataset = xr.open_dataset(path, **kwargs, chunks="auto", cache=False) if dataset.ugrid_roles.topology: dataset = xu.UgridDataset(dataset) From 9a99506148894997646d52f3a9ec21b2863d6e47 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Wed, 15 Oct 2025 12:31:42 +0200 Subject: [PATCH 10/16] Revert chunk optimization when opening zarr or nc files. Its not genral applicalble and some unittests are failing --- imod/mf6/pkgbase.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/imod/mf6/pkgbase.py b/imod/mf6/pkgbase.py index 8f16775b8..d2fbf99bf 100644 --- a/imod/mf6/pkgbase.py +++ b/imod/mf6/pkgbase.py @@ -166,9 +166,9 @@ def from_file(cls, path: str | Path, **kwargs) -> Self: path = Path(path) if path.suffix in (".zip", ".zarr"): # TODO: seems like a bug? Remove str() call if fixed in xarray/zarr - dataset = xr.open_zarr(str(path), consolidated=True, chunks=None, **kwargs) + dataset = xr.open_zarr(str(path), **kwargs) else: - dataset = xr.open_dataset(path, **kwargs, chunks="auto", cache=False) + dataset = xr.open_dataset(path, **kwargs) if dataset.ugrid_roles.topology: dataset = xu.UgridDataset(dataset) From 85679031bbf800f7837262b7442e626a7b91aed7 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Thu, 16 Oct 2025 13:54:59 +0200 Subject: [PATCH 11/16] Apply review comment --- imod/mf6/multimodel/modelsplitter.py | 16 +++++++++++++++- imod/typing/grid.py | 5 +++++ 2 files changed, 20 insertions(+), 1 deletion(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 81f4856bc..c2cc49e51 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -8,7 +8,10 @@ from imod.common.utilities.clip import clip_by_grid from imod.mf6.boundary_condition import BoundaryCondition from imod.typing import GridDataArray -from imod.typing.grid import ones_like +from imod.typing.grid import ( + get_non_spatial_dimension_names, + ones_like, +) class PartitionInfo(NamedTuple): @@ -167,6 +170,17 @@ def _get_package_domain(self, package: IPackage) -> GridDataArray | None: active_package_domain = package[ self._pkg_id_to_var_mapping[pkg_id] ].notnull() + + # Drop non-spatial dimensions and layer dimension if present + dims_to_be_removed = get_non_spatial_dimension_names( + active_package_domain + ) + if "layer" in active_package_domain.dims: + dims_to_be_removed.append("layer") + active_package_domain = active_package_domain.drop_vars( + dims_to_be_removed + ) + return active_package_domain def _has_package_data_in_domain( diff --git a/imod/typing/grid.py b/imod/typing/grid.py index dff506b2e..7a4f6dc92 100644 --- a/imod/typing/grid.py +++ b/imod/typing/grid.py @@ -362,6 +362,11 @@ def get_spatial_dimension_names(grid: Any) -> list[str]: # noqa: F811 return [] +def get_non_spatial_dimension_names(grid: GridDataArray) -> list[str]: + spatial_dims = get_spatial_dimension_names(grid) + return [str(dim) for dim in grid.dims if dim not in spatial_dims] + + @dispatch def get_grid_geometry_hash(grid: xr.DataArray) -> tuple[int, int]: hash_x = hash(pickle.dumps(grid["x"].values)) From cbe56245508549c0ec498cd8ea80a1804103deda Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Thu, 16 Oct 2025 15:06:39 +0200 Subject: [PATCH 12/16] Fix incorrect order of removing non-spatial dims --- imod/mf6/multimodel/modelsplitter.py | 16 +++++++--------- 1 file changed, 7 insertions(+), 9 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index c2cc49e51..220e41d2b 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -167,19 +167,17 @@ def _get_package_domain(self, package: IPackage) -> GridDataArray | None: elif pkg_id in self._pkg_id_skip_active_domain_check: pass else: - active_package_domain = package[ - self._pkg_id_to_var_mapping[pkg_id] - ].notnull() - + ds = package[self._pkg_id_to_var_mapping[pkg_id]] + # Drop non-spatial dimensions and layer dimension if present - dims_to_be_removed = get_non_spatial_dimension_names( - active_package_domain - ) - if "layer" in active_package_domain.dims: + dims_to_be_removed = get_non_spatial_dimension_names(ds) + if "layer" in ds.dims: dims_to_be_removed.append("layer") - active_package_domain = active_package_domain.drop_vars( + ds = ds.drop_vars( dims_to_be_removed ) + + active_package_domain = ds.notnull() return active_package_domain From f37972fc127f852912e39b33fb90ccb23fcf1b5b Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Thu, 16 Oct 2025 15:07:47 +0200 Subject: [PATCH 13/16] Fix lint error --- imod/mf6/multimodel/modelsplitter.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 220e41d2b..d688a925a 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -168,15 +168,13 @@ def _get_package_domain(self, package: IPackage) -> GridDataArray | None: pass else: ds = package[self._pkg_id_to_var_mapping[pkg_id]] - + # Drop non-spatial dimensions and layer dimension if present dims_to_be_removed = get_non_spatial_dimension_names(ds) if "layer" in ds.dims: dims_to_be_removed.append("layer") - ds = ds.drop_vars( - dims_to_be_removed - ) - + ds = ds.drop_vars(dims_to_be_removed) + active_package_domain = ds.notnull() return active_package_domain From a32e989619b282a8d6cd2e790e32bdc18b2697dc Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Fri, 17 Oct 2025 16:21:06 +0200 Subject: [PATCH 14/16] Refactor updating of th buy and ssm package after splitting. Refactor the way the solution is updated in the split model --- imod/mf6/multimodel/modelsplitter.py | 92 +++++++++++++++++++++++++--- imod/mf6/simulation.py | 72 +++++++++------------- 2 files changed, 114 insertions(+), 50 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index d688a925a..8f9f5ba47 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -7,6 +7,10 @@ from imod.common.interfaces.ipackage import IPackage from imod.common.utilities.clip import clip_by_grid from imod.mf6.boundary_condition import BoundaryCondition +from imod.mf6.ims import Solution +from imod.mf6.model_gwf import GroundwaterFlowModel +from imod.mf6.model_gwt import GroundwaterTransportModel +from imod.mf6.ssm import SourceSinkMixing from imod.typing import GridDataArray from imod.typing.grid import ( get_non_spatial_dimension_names, @@ -86,6 +90,82 @@ class ModelSplitter: def __init__(self, partition_info: List[PartitionInfo]) -> None: self.partition_info = partition_info + self._model_to_partitioned_model: dict[str, dict[str, IModel]] = {} + + # Initialize mapping from partition IDs to models + self._partition_id_to_models: dict[int, dict[str, IModel]] = {} + for submodel_partition_info in self.partition_info: + self._partition_id_to_models[submodel_partition_info.id] = {} + + def update_packages(self) -> None: + """ + Update packages that need to be updated after partitioning. + This includes for example the transport model names in the buoyancy package. + """ + # Update buoyancy packages + for _, models in self._partition_id_to_models.items(): + flow_model = next( + ( + model + for model_name, model in models.items() + if isinstance(model, GroundwaterFlowModel) + ), + None, + ) + transport_model_names = [ + model_name + for model_name, model in models.items() + if isinstance(model, GroundwaterTransportModel) + ] + if flow_model is None: + raise ValueError( + "Could not find a groundwater flow model for updating the buoyancy package." + ) + + flow_model._update_buoyancy_package(transport_model_names) + + # Update ssm packages + for _, models in self._partition_id_to_models.items(): + flow_model = next( + ( + model + for model_name, model in models.items() + if isinstance(model, GroundwaterFlowModel) + ), + None, + ) + transport_models = [ + model + for model_name, model in models.items() + if isinstance(model, GroundwaterTransportModel) + ] + + for transport_model in transport_models: + ssm_key = transport_model._get_pkgkey("ssm") + if ssm_key is None: + continue + old_ssm_package = transport_model.pop(ssm_key) + state_variable_name = old_ssm_package.dataset[ + "auxiliary_variable_name" + ].values[0] + ssm_package = SourceSinkMixing.from_flow_model( + flow_model, state_variable_name, is_split=True + ) + if ssm_package is not None: + transport_model[ssm_key] = ssm_package + + def update_solutions( + self, original_model_name_to_solution: dict[str, Solution] + ) -> None: + """ + Update the solutions to refer to the new partitioned models. + """ + for model_name, new_models in self._model_to_partitioned_model.items(): + solution = original_model_name_to_solution[model_name] + solution._remove_model_from_solution(model_name) + for new_model_name, new_model in new_models.items(): + solution._add_model_to_solution(new_model_name) + def split(self, model_name: str, model: IModel) -> dict[str, IModel]: """ Split a model into multiple partitioned models based on configured partition information. @@ -107,8 +187,6 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: partitioned_models = {} model_to_partition = {} - self._force_load_dis(model) - # Create empty model for each partition for submodel_partition_info in self.partition_info: new_model_name = f"{model_name}_{submodel_partition_info.id}" @@ -116,6 +194,11 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: new_model = modelclass(**model.options) partitioned_models[new_model_name] = new_model model_to_partition[new_model_name] = submodel_partition_info + self._partition_id_to_models[submodel_partition_info.id][new_model_name] = ( + new_model + ) + + self._model_to_partitioned_model[model_name] = partitioned_models # Add packages to models for pkg_name, package in model.items(): @@ -150,11 +233,6 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: return partitioned_models - def _force_load_dis(self, model) -> None: - key = model.get_diskey() - model[key].dataset.load() - return - def _get_package_domain(self, package: IPackage) -> GridDataArray | None: pkg_id = package.pkg_id active_package_domain = None diff --git a/imod/mf6/simulation.py b/imod/mf6/simulation.py index 120a5e3d0..14308e6bf 100644 --- a/imod/mf6/simulation.py +++ b/imod/mf6/simulation.py @@ -49,7 +49,6 @@ ) from imod.mf6.out import open_cbc, open_conc, open_hds from imod.mf6.package import Package -from imod.mf6.ssm import SourceSinkMixing from imod.mf6.validation_settings import ValidationSettings from imod.mf6.write_context import WriteContext from imod.prepare.partition import create_partition_labels @@ -1390,6 +1389,8 @@ def split( >>> submodel_labels = mf6_sim.create_partition_labels(n_partitions=4) >>> m6_splitted = mf6_sim.split(submodel_labels) """ + + # Validation if self.is_split(): raise RuntimeError( "Unable to split simulation. Splitting can only be done on simulations that haven't been split." @@ -1415,39 +1416,49 @@ def split( f"simulation cannot be split due to presence of package '{error_with_object}' in model '{model_name}'" ) - original_packages = get_packages(self) - + # Create partition info partition_info = create_partition_info(submodel_labels) - exchange_creator: ExchangeCreator_Unstructured | ExchangeCreator_Structured - if is_unstructured(submodel_labels): - exchange_creator = ExchangeCreator_Unstructured( - submodel_labels, partition_info - ) - else: - exchange_creator = ExchangeCreator_Structured( - submodel_labels, partition_info - ) - + # Create new simulation new_simulation = imod.mf6.Modflow6Simulation( f"{self.name}_partioned", validation_settings=self._validation_context ) + + # Copy simulation level packages to new simulation + original_packages = get_packages(self) for package_name, package in {**original_packages}.items(): new_simulation[package_name] = deepcopy(package) - modelsplitter = ModelSplitter(partition_info) + # Create a mapping from original model names to new solution objects + original_model_name_to_solution: dict[str, Solution] = {} for model_name, model in original_models.items(): solution_name = self.get_solution_name(model_name) solution = cast(Solution, new_simulation[solution_name]) - solution._remove_model_from_solution(model_name) + original_model_name_to_solution[model_name] = solution + # Split models and add to new simulation + modelsplitter = ModelSplitter(partition_info) + for model_name, model in original_models.items(): partition_models_dict = modelsplitter.split(model_name, model) for new_model_name, new_model in partition_models_dict.items(): new_simulation[new_model_name] = new_model - solution._add_model_to_solution(new_model_name) + modelsplitter.update_solutions(original_model_name_to_solution) + modelsplitter.update_packages() + + # Create exchanges exchanges: list[Any] = [] + exchange_creator: ExchangeCreator_Unstructured | ExchangeCreator_Structured + if is_unstructured(submodel_labels): + exchange_creator = ExchangeCreator_Unstructured( + submodel_labels, partition_info + ) + else: + exchange_creator = ExchangeCreator_Structured( + submodel_labels, partition_info + ) + for flow_model_name, flow_model in flow_models.items(): exchanges += exchange_creator.create_gwfgwf_exchanges( flow_model_name, flow_model.domain.layer @@ -1458,13 +1469,12 @@ def split( exchanges += exchange_creator.create_gwtgwt_exchanges( tpt_model_name, flow_model_name, model.domain.layer ) + new_simulation._add_modelsplit_exchanges(exchanges) - new_simulation._update_buoyancy_packages() new_simulation._set_flow_exchange_options() new_simulation._set_transport_exchange_options() - new_simulation._update_ssm_packages() - new_simulation._filter_inactive_cells_from_exchanges() + return new_simulation @standard_log_decorator() @@ -1626,30 +1636,6 @@ def _generate_gwfgwt_exchanges(self) -> list[GWFGWT]: return exchanges - def _update_ssm_packages(self) -> None: - flow_transport_mapping = self._get_transport_models_per_flow_model() - for flow_name, tpt_models_of_flow_model in flow_transport_mapping.items(): - flow_model = self[flow_name] - for tpt_model_name in tpt_models_of_flow_model: - tpt_model = self[tpt_model_name] - ssm_key = tpt_model._get_pkgkey("ssm") - if ssm_key is not None: - old_ssm_package = tpt_model.pop(ssm_key) - state_variable_name = old_ssm_package.dataset[ - "auxiliary_variable_name" - ].values[0] - ssm_package = SourceSinkMixing.from_flow_model( - flow_model, state_variable_name, is_split=self.is_split() - ) - if ssm_package is not None: - tpt_model[ssm_key] = ssm_package - - def _update_buoyancy_packages(self) -> None: - flow_transport_mapping = self._get_transport_models_per_flow_model() - for flow_name, tpt_models_of_flow_model in flow_transport_mapping.items(): - flow_model = cast(GroundwaterFlowModel, self[flow_name]) - flow_model._update_buoyancy_package(tpt_models_of_flow_model) - def is_split(self) -> bool: """ Check if the simulation is split into multiple partitions. From 04f746e4f6dc937a8e6b87c22b4842692d56a0a0 Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Fri, 17 Oct 2025 16:50:21 +0200 Subject: [PATCH 15/16] Add comments to the ModelSplitter class --- imod/mf6/multimodel/modelsplitter.py | 202 +++++++++++++++++---------- 1 file changed, 129 insertions(+), 73 deletions(-) diff --git a/imod/mf6/multimodel/modelsplitter.py b/imod/mf6/multimodel/modelsplitter.py index 8f9f5ba47..b89decd3e 100644 --- a/imod/mf6/multimodel/modelsplitter.py +++ b/imod/mf6/multimodel/modelsplitter.py @@ -90,6 +90,7 @@ class ModelSplitter: def __init__(self, partition_info: List[PartitionInfo]) -> None: self.partition_info = partition_info + # Initialize mapping from original model names to partitioned models self._model_to_partitioned_model: dict[str, dict[str, IModel]] = {} # Initialize mapping from partition IDs to models @@ -97,91 +98,28 @@ def __init__(self, partition_info: List[PartitionInfo]) -> None: for submodel_partition_info in self.partition_info: self._partition_id_to_models[submodel_partition_info.id] = {} - def update_packages(self) -> None: - """ - Update packages that need to be updated after partitioning. - This includes for example the transport model names in the buoyancy package. + def split(self, model_name: str, model: IModel) -> dict[str, IModel]: """ - # Update buoyancy packages - for _, models in self._partition_id_to_models.items(): - flow_model = next( - ( - model - for model_name, model in models.items() - if isinstance(model, GroundwaterFlowModel) - ), - None, - ) - transport_model_names = [ - model_name - for model_name, model in models.items() - if isinstance(model, GroundwaterTransportModel) - ] - if flow_model is None: - raise ValueError( - "Could not find a groundwater flow model for updating the buoyancy package." - ) + Split a model into multiple partitioned models based on partition information. - flow_model._update_buoyancy_package(transport_model_names) + Each partition creates a separate submodel containing: + - All non-boundary packages from the original model, clipped to the partition's domain + - Boundary packages that have active cells within the partition's domain, clipped accordingly + - IAgnosticPackages are excluded if they contain no data after clipping - # Update ssm packages - for _, models in self._partition_id_to_models.items(): - flow_model = next( - ( - model - for model_name, model in models.items() - if isinstance(model, GroundwaterFlowModel) - ), - None, - ) - transport_models = [ - model - for model_name, model in models.items() - if isinstance(model, GroundwaterTransportModel) - ] - - for transport_model in transport_models: - ssm_key = transport_model._get_pkgkey("ssm") - if ssm_key is None: - continue - old_ssm_package = transport_model.pop(ssm_key) - state_variable_name = old_ssm_package.dataset[ - "auxiliary_variable_name" - ].values[0] - ssm_package = SourceSinkMixing.from_flow_model( - flow_model, state_variable_name, is_split=True - ) - if ssm_package is not None: - transport_model[ssm_key] = ssm_package - - def update_solutions( - self, original_model_name_to_solution: dict[str, Solution] - ) -> None: - """ - Update the solutions to refer to the new partitioned models. - """ - for model_name, new_models in self._model_to_partitioned_model.items(): - solution = original_model_name_to_solution[model_name] - solution._remove_model_from_solution(model_name) - for new_model_name, new_model in new_models.items(): - solution._add_model_to_solution(new_model_name) - - def split(self, model_name: str, model: IModel) -> dict[str, IModel]: - """ - Split a model into multiple partitioned models based on configured partition information. Parameters ---------- model_name : str - Base name of the input model; partition identifiers are appended to create - names for each resulting submodel. + Base name of the input model. Partition IDs are appended to create + unique names for each submodel (e.g., "model_0", "model_1"). model : IModel The input model instance to partition. + Returns ------- dict[str, IModel] A mapping from generated submodel names to the corresponding partitioned - model instances, each containing only the packages and data relevant to its - active domain. + model instances, each clipped to its respective active domain. """ modelclass = type(model) partitioned_models = {} @@ -233,7 +171,79 @@ def split(self, model_name: str, model: IModel) -> dict[str, IModel]: return partitioned_models + def update_packages(self) -> None: + """ + Update packages that reference other models after partitioning. + + This method performs two updates: + 1. Updates buoyancy packages in flow models to reference the correct + partitioned transport model names. + 2. Recreates Source Sink Mixing (SSM) packages in transport models + based on the partitioned flow model data. + """ + # Update buoyancy packages + for _, models in self._partition_id_to_models.items(): + flow_model = self._get_flow_model(models) + transport_model_names = self._get_transport_model_names(models) + + flow_model._update_buoyancy_package(transport_model_names) + + # Update ssm packages + for _, models in self._partition_id_to_models.items(): + flow_model = self._get_flow_model(models) + transport_models = self._get_transport_models(models) + + for transport_model in transport_models: + ssm_key = transport_model._get_pkgkey("ssm") + if ssm_key is None: + continue + old_ssm_package = transport_model.pop(ssm_key) + state_variable_name = old_ssm_package.dataset[ + "auxiliary_variable_name" + ].values[0] + ssm_package = SourceSinkMixing.from_flow_model( + flow_model, state_variable_name, is_split=True + ) + if ssm_package is not None: + transport_model[ssm_key] = ssm_package + + def update_solutions( + self, original_model_name_to_solution: dict[str, Solution] + ) -> None: + """ + Update solution objects to reference partitioned models instead of original models. + + For each original model that was split: + 1. Removes the original model reference from its solution (This was a deepcopy of the original solution and thus references the original model). + 2. Adds all partitioned submodel references to the same solution + + This ensures that the Solution objects correctly reference the new partitioned + model names after splitting. + """ + for model_name, new_models in self._model_to_partitioned_model.items(): + solution = original_model_name_to_solution[model_name] + solution._remove_model_from_solution(model_name) + for new_model_name, new_model in new_models.items(): + solution._add_model_to_solution(new_model_name) + def _get_package_domain(self, package: IPackage) -> GridDataArray | None: + """ + Extract the active domain of a boundary condition package. + + For boundary condition packages, this method identifies which cells contain + active boundary data by checking the package's defining variable (e.g., + "head" for CHD, "rate" for WEL). Non-boundary packages return None. + + The active domain is determined by: + 1. Retrieving the variable that defines active cells (from _pkg_id_to_var_mapping) + 2. Removing non-spatial dimensions and the layer dimension + 3. Creating a boolean mask where non-null values indicate active cells + + Special cases: + - IAgnosticPackages: No domain check (return None) + - Packages in _pkg_id_skip_active_domain_check: No domain check (return None) + - Non-boundary packages: Return None + """ pkg_id = package.pkg_id active_package_domain = None @@ -263,6 +273,19 @@ def _has_package_data_in_domain( active_package_domain: GridDataArray, partition_info: PartitionInfo, ) -> bool: + """ + Check if a package has any active data within a partition's domain. + + For boundary condition packages, this method determines whether the package + should be included in a partitioned model by checking if its active cells + overlap with the partition's active domain. + + The method returns True in the following cases: + - Package is not a BoundaryCondition (non-boundary packages are always included) + - Package is an IAgnosticPackage (overlap check deferred until after slicing) + - Package is in _pkg_id_skip_active_domain_check (e.g., SSM, LAK packages) + - Package has at least one active cell overlapping with the partition domain + """ pkg_id = package.pkg_id has_overlap = True if isinstance(package, BoundaryCondition): @@ -278,3 +301,36 @@ def _has_package_data_in_domain( ).any() # type: ignore return has_overlap + + def _get_flow_model(self, models: dict[str, IModel]) -> GroundwaterFlowModel: + flow_model = next( + ( + model + for model_name, model in models.items() + if isinstance(model, GroundwaterFlowModel) + ), + None, + ) + + if flow_model is None: + raise ValueError( + "Could not find a groundwater flow model for updating the buoyancy package." + ) + + return flow_model + + def _get_transport_model_names(self, models: dict[str, IModel]) -> List[str]: + return [ + model_name + for model_name, model in models.items() + if isinstance(model, GroundwaterTransportModel) + ] + + def _get_transport_models( + self, models: dict[str, IModel] + ) -> List[GroundwaterTransportModel]: + return [ + model + for model_name, model in models.items() + if isinstance(model, GroundwaterTransportModel) + ] From 9c5134a922b89f2fe2a8ca385afbb4856b18444c Mon Sep 17 00:00:00 2001 From: Sunny Titus Date: Mon, 20 Oct 2025 09:01:44 +0200 Subject: [PATCH 16/16] Add chunking when opening netcdf files. Handle errors for code that didn't expect to recieve dask objects. Optimize the flow-transport model matcher --- imod/mf6/hfb.py | 1 + imod/mf6/oc.py | 2 +- imod/mf6/pkgbase.py | 14 +++++++++++++- imod/mf6/rch.py | 19 ++++++++++++++++++- imod/mf6/simulation.py | 16 ++++++++++++---- imod/mf6/wel.py | 4 ++-- imod/typing/grid.py | 4 ++++ 7 files changed, 51 insertions(+), 9 deletions(-) diff --git a/imod/mf6/hfb.py b/imod/mf6/hfb.py index 9d843bec7..2d183f40b 100644 --- a/imod/mf6/hfb.py +++ b/imod/mf6/hfb.py @@ -557,6 +557,7 @@ def to_netcdf( """ kwargs.update({"encoding": self._netcdf_encoding()}) + kwargs.update({"format": "NETCDF4"}) new = deepcopy(self) new.dataset["geometry"] = new.line_data.to_json() diff --git a/imod/mf6/oc.py b/imod/mf6/oc.py index ca820e7a0..6921a3db8 100644 --- a/imod/mf6/oc.py +++ b/imod/mf6/oc.py @@ -172,7 +172,7 @@ def _render(self, directory, pkgname, globaltimes, binary): package_times = self.dataset[datavar].coords["time"].values starts = np.searchsorted(globaltimes, package_times) + 1 for i, s in enumerate(starts): - setting = self.dataset[datavar].isel(time=i).item() + setting = self.dataset[datavar].isel(time=i).values[()] periods[s][key] = self._get_ocsetting(setting) else: diff --git a/imod/mf6/pkgbase.py b/imod/mf6/pkgbase.py index d2fbf99bf..3c6358d2c 100644 --- a/imod/mf6/pkgbase.py +++ b/imod/mf6/pkgbase.py @@ -92,8 +92,20 @@ def to_netcdf( """ kwargs.update({"encoding": self._netcdf_encoding()}) + kwargs.update({"format": "NETCDF4"}) dataset = self.dataset + + # Create encoding dict for float16 variables + for var in dataset.data_vars: + if dataset[var].dtype == np.float16: + kwargs["encoding"][var] = {"dtype": "float32"} + + # Also check coordinates + for coord in dataset.coords: + if dataset[coord].dtype == np.float16: + kwargs["encoding"][coord] = {"dtype": "float32"} + if isinstance(dataset, xu.UgridDataset): if mdal_compliant: dataset = dataset.ugrid.to_dataset() @@ -168,7 +180,7 @@ def from_file(cls, path: str | Path, **kwargs) -> Self: # TODO: seems like a bug? Remove str() call if fixed in xarray/zarr dataset = xr.open_zarr(str(path), **kwargs) else: - dataset = xr.open_dataset(path, **kwargs) + dataset = xr.open_dataset(path, chunks="auto", **kwargs) if dataset.ugrid_roles.topology: dataset = xu.UgridDataset(dataset) diff --git a/imod/mf6/rch.py b/imod/mf6/rch.py index 642c7b637..aafe6b603 100644 --- a/imod/mf6/rch.py +++ b/imod/mf6/rch.py @@ -1,5 +1,6 @@ from datetime import datetime -from typing import Optional +from pathlib import Path +from typing import Optional, Self import numpy as np import xarray as xr @@ -166,6 +167,22 @@ def __init__( super().__init__(dict_dataset) self._validate_init_schemata(validate) + @classmethod + def from_file(cls, path: str | Path, **kwargs) -> Self: + instance = super().from_file(path, **kwargs) + + # to_netcdf converts strings into NetCDF "variable‑length UTF‑8 strings" + # which are loaded as dtype=object arrays. + # This will convert them back to str. + vars = [ + "species", + ] + for var in vars: + if var in instance.dataset: + instance.dataset[var] = instance.dataset[var].astype(str) + + return instance + def _validate(self, schemata, **kwargs): # Insert additional kwargs kwargs["rate"] = self["rate"] diff --git a/imod/mf6/simulation.py b/imod/mf6/simulation.py index 14308e6bf..d9bd3d412 100644 --- a/imod/mf6/simulation.py +++ b/imod/mf6/simulation.py @@ -60,7 +60,7 @@ from imod.typing import GridDataArray, GridDataset from imod.typing.grid import ( concat, - is_equal, + is_same_domain, is_unstructured, merge_partitions, ) @@ -1037,12 +1037,14 @@ def dump( _, filename, _, _ = exchange_package.get_specification() exchange_class_short = type(exchange_package).__name__ path = f"{filename}.nc" - exchange_package.dataset.to_netcdf(directory / path) + exchange_package.dataset.to_netcdf( + directory / path, format="NETCDF4" + ) toml_content[key][exchange_class_short].append(path) else: path = f"{key}.nc" - value.dataset.to_netcdf(directory / path) + value.dataset.to_netcdf(directory / path, format="NETCDF4") toml_content[cls_name][key] = path with open(directory / f"{self.name}.toml", "wb") as f: @@ -1620,10 +1622,16 @@ def _get_transport_models_per_flow_model(self) -> dict[str, list[str]]: for flow_model_name in flow_models: flow_model = self[flow_model_name] + + matched_tsp_models = [] for tpt_model_name in transport_models: tpt_model = self[tpt_model_name] - if is_equal(tpt_model.domain, flow_model.domain): + if is_same_domain(tpt_model.domain, flow_model.domain): result[flow_model_name].append(tpt_model_name) + matched_tsp_models.append(tpt_model_name) + for tpt_model_name in matched_tsp_models: + transport_models.pop(tpt_model_name) + return result def _generate_gwfgwt_exchanges(self) -> list[GWFGWT]: diff --git a/imod/mf6/wel.py b/imod/mf6/wel.py index 9c82b78d3..36b6311eb 100644 --- a/imod/mf6/wel.py +++ b/imod/mf6/wel.py @@ -540,7 +540,7 @@ def _to_mf6_package_information( else: message += " The first 10 unplaced wells are: \n" - is_filtered = self.dataset["id"].isin([filtered_wells]) + is_filtered = self.dataset["id"].compute().isin(filtered_wells) for i in range(min(10, len(filtered_wells))): ids = filtered_wells[i] x = self.dataset["x"].data[is_filtered][i] @@ -1076,7 +1076,7 @@ def _assign_wells_to_layers( like = ones_like(active) bottom = like * bottom top_2d = (like * top).sel(layer=1) - top_3d = bottom.shift(layer=1).fillna(top_2d) + top_3d = bottom.compute().shift(layer=1).fillna(top_2d) k = like * k index_names = wells_df.index.names diff --git a/imod/typing/grid.py b/imod/typing/grid.py index 7a4f6dc92..98701dd2a 100644 --- a/imod/typing/grid.py +++ b/imod/typing/grid.py @@ -316,11 +316,15 @@ def is_spatial_grid(_: Any) -> bool: # noqa: F811 @dispatch def is_equal(array1: xu.UgridDataArray, array2: xu.UgridDataArray) -> bool: + if not is_same_domain(array1, array2): + return False return array1.equals(array2) and array1.ugrid.grid.equals(array2.ugrid.grid) @dispatch # type: ignore[no-redef] def is_equal(array1: xr.DataArray, array2: xr.DataArray) -> bool: # noqa: F811 + if not is_same_domain(array1, array2): + return False return array1.equals(array2)