From 6284fabebebe1bc9d7e1daee7bd5b3cc22789480 Mon Sep 17 00:00:00 2001 From: samkellerhals Date: Fri, 12 Apr 2024 14:04:40 +0200 Subject: [PATCH 01/76] Add cProfile to wrapper --- tools/src/icon4pytools/py2fgen/template.py | 5 +++- .../py2fgen/wrappers/diffusion.py | 15 ++++++++++++ .../icon4pytools/py2fgen/wrappers/simple.py | 17 +++++++++++++ .../py2fgen/fortran_samples/test_square.f90 | 4 ++++ tools/tests/py2fgen/test_cli.py | 24 ++++++++++++++++++- 5 files changed, 63 insertions(+), 2 deletions(-) diff --git a/tools/src/icon4pytools/py2fgen/template.py b/tools/src/icon4pytools/py2fgen/template.py index b2be3fbbda..dab96b5a47 100644 --- a/tools/src/icon4pytools/py2fgen/template.py +++ b/tools/src/icon4pytools/py2fgen/template.py @@ -435,18 +435,21 @@ def visit_F90FunctionDefinition(self, func: F90FunctionDefinition, **kwargs): arg_names = ", &\n ".join(map(lambda x: x.name, func.args)) param_names_with_size_args = arg_names + ",&\n" + ", &\n".join(func.global_size_args) + return_code_param = ",&\nrc" if len(func.args) >= 1 else "rc" + return self.generic_visit( func, assumed_size_array=False, param_names=arg_names, param_names_with_size_args=param_names_with_size_args, arrays=[arg for arg in func.args if arg.is_array], + return_code_param=return_code_param, ) # todo(samkellerhals): Consider using unique SIZE args F90FunctionDefinition = as_jinja( """ -subroutine {{name}}({{param_names}}, &\nrc) +subroutine {{name}}({{param_names}} {{ return_code_param }}) use, intrinsic :: iso_c_binding {% for size_arg in global_size_args %} integer(c_int) :: {{ size_arg }} diff --git a/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py b/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py index 855236c890..3369b02426 100644 --- a/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py +++ b/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py @@ -20,6 +20,8 @@ - all arguments needed from external sources are passed. - passing of scalar types or fields of simple types """ +import cProfile +import pstats from gt4py.next.common import Field from gt4py.next.ffront.fbuiltins import float64, int32 @@ -66,6 +68,19 @@ # global diffusion object diffusion_granule: Diffusion = Diffusion() +# global profiler object +profiler = cProfile.Profile() + + +def profile_enable(): + profiler.enable() + + +def profile_disable(): + profiler.disable() + stats = pstats.Stats(profiler) + stats.dump_stats(f"{__name__}.profile") + def diffusion_init( vct_a: Field[[KHalfDim], float64], diff --git a/tools/src/icon4pytools/py2fgen/wrappers/simple.py b/tools/src/icon4pytools/py2fgen/wrappers/simple.py index f7e072ff02..6eae3dc7dc 100644 --- a/tools/src/icon4pytools/py2fgen/wrappers/simple.py +++ b/tools/src/icon4pytools/py2fgen/wrappers/simple.py @@ -11,6 +11,9 @@ # # SPDX-License-Identifier: GPL-3.0-or-later # mypy: ignore-errors +import cProfile +import pstats + from gt4py.next.common import GridType from gt4py.next.ffront.decorator import field_operator, program from gt4py.next.ffront.fbuiltins import Field, float64, int32 @@ -18,6 +21,20 @@ from icon4py.model.common.type_alias import wpfloat +# global profiler object +profiler = cProfile.Profile() + + +def profile_enable(): + profiler.enable() + + +def profile_disable(): + profiler.disable() + stats = pstats.Stats(profiler) + stats.dump_stats(f"{__name__}.profile") + + @field_operator def _square( inp: Field[[CellDim, KDim], float64], diff --git a/tools/tests/py2fgen/fortran_samples/test_square.f90 b/tools/tests/py2fgen/fortran_samples/test_square.f90 index 24bebd0ea0..29098bcdf4 100644 --- a/tools/tests/py2fgen/fortran_samples/test_square.f90 +++ b/tools/tests/py2fgen/fortran_samples/test_square.f90 @@ -39,6 +39,10 @@ program call_square_wrapper_cffi_plugin call square_from_function(input, result, rc) #elif USE_SQUARE_ERROR call square_error(input, result, rc) +#elif PROFILE_SQUARE_FROM_FUNCTION + call profile_enable(rc) + call square_from_function(input, result, rc) + call profile_disable(rc) #else call square(input, result, rc) #endif diff --git a/tools/tests/py2fgen/test_cli.py b/tools/tests/py2fgen/test_cli.py index ce51e8eb30..488215a078 100644 --- a/tools/tests/py2fgen/test_cli.py +++ b/tools/tests/py2fgen/test_cli.py @@ -47,7 +47,7 @@ def run_test_case( expected_error_code: int = 0, ): with cli.isolated_filesystem(): - result = cli.invoke(main, [module, function, plugin_name, "-b", backend, "-d"]) + result = cli.invoke(main, [module, function, plugin_name, "-b", backend]) assert result.exit_code == 0, "CLI execution failed" try: @@ -227,3 +227,25 @@ def test_py2fgen_compilation_and_execution_diffusion_gpu( "/opt/nvidia/hpc_sdk/Linux_x86_64/2024/compilers/bin/nvfortran", # todo: set nvfortran location in base.yml file. extra_flags, ) + + +@pytest.mark.parametrize( + "backend, extra_flags", + [ + ("CPU", ("-DPROFILE_SQUARE_FROM_FUNCTION",)), + ], +) +def test_py2fgen_compilation_and_profiling( + cli_runner, backend, samples_path, wrapper_module, extra_flags +): + """Test profiling using cProfile of the generated wrapper.""" + run_test_case( + cli_runner, + wrapper_module, + "square_from_function,profile_enable,profile_disable", + "square_plugin", + backend, + samples_path, + "test_square", + extra_compiler_flags=extra_flags, + ) From ec545150e74d8f720bafcec31fbcac52e0ac7800 Mon Sep 17 00:00:00 2001 From: samkellerhals Date: Wed, 17 Apr 2024 13:52:31 +0200 Subject: [PATCH 02/76] Add CachedProgram --- .../model/atmosphere/diffusion/diffusion.py | 1 + .../model/atmosphere/diffusion/helpers.py | 101 ++++++++++++++++++ .../py2fgen/wrappers/diffusion.py | 1 + 3 files changed, 103 insertions(+) create mode 100644 model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py diff --git a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py index ac9a332aaa..e94659c494 100644 --- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py +++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py @@ -73,6 +73,7 @@ ) from icon4py.model.common.states.prognostic_state import PrognosticState from icon4py.model.common.settings import xp +from icon4py.model.atmosphere.diffusion.helpers import * """ Diffusion module ported from ICON mo_nh_diffusion.f90. diff --git a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py new file mode 100644 index 0000000000..2454568de3 --- /dev/null +++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py @@ -0,0 +1,101 @@ +# ICON4Py - ICON inspired code in Python and GT4Py +# +# Copyright (c) 2022, ETH Zurich and MeteoSwiss +# All rights reserved. +# +# This file is free software: you can redistribute it and/or modify it under +# the terms of the GNU General Public License as published by the +# Free Software Foundation, either version 3 of the License, or any later +# version. See the LICENSE.txt file at the top-level directory of this +# distribution for a copy of the license or check . +# +# SPDX-License-Identifier: GPL-3.0-or-later + +import dataclasses +from typing import Any, Callable, Optional + +from gt4py import next as gtx + +from icon4py.model.atmosphere.diffusion.diffusion_utils import ( + setup_fields_for_initial_step as setup_fields_for_initial_step_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_vn import ( + apply_diffusion_to_vn as apply_diffusion_to_vn_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence import ( + apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence as apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_diagnostic_quantities_for_turbulence import ( + calculate_diagnostic_quantities_for_turbulence as calculate_diagnostic_quantities_for_turbulence_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools import ( + calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools as calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_nabla2_and_smag_coefficients_for_vn import ( + calculate_nabla2_and_smag_coefficients_for_vn as calculate_nabla2_and_smag_coefficients_for_vn_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_nabla2_for_theta import ( + calculate_nabla2_for_theta as calculate_nabla2_for_theta_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.truly_horizontal_diffusion_nabla_of_theta_over_steep_points import ( + truly_horizontal_diffusion_nabla_of_theta_over_steep_points as truly_horizontal_diffusion_nabla_of_theta_over_steep_points_orig, +) +from icon4py.model.atmosphere.diffusion.stencils.update_theta_and_exner import ( + update_theta_and_exner as update_theta_and_exner_orig, +) +from icon4py.model.common.interpolation.stencils.mo_intp_rbf_rbf_vec_interpol_vertex import ( + mo_intp_rbf_rbf_vec_interpol_vertex as mo_intp_rbf_rbf_vec_interpol_vertex_orig, +) + + +@dataclasses.dataclass +class CachedProgram: + program: gtx.ffront.decorator.Program + _compiled_program: Optional[Callable] = None + _compiled_args: tuple = dataclasses.field(default_factory=tuple) + + @property + def compiled_program(self) -> Callable: + return self._compiled_program + + def compile_the_program( + self, *args, offset_provider: dict[str, gtx.Dimension], **kwargs: Any + ) -> Callable: + backend = self.program.backend + transformer = backend.transformer.replace( + args=args, kwargs=kwargs | {"offset_provider": offset_provider} + ) + program_call = transformer(self.program.definition_stage) + self._compiled_args = program_call.args + return backend.executor.otf_workflow(program_call) + + def __call__(self, *args, offset_provider: dict[str, gtx.Dimension], **kwargs: Any) -> None: + if not self.compiled_program: + self._compiled_program = self.compile_the_program( + *args, offset_provider=offset_provider, **kwargs + ) + + size_args = self._compiled_args[len(args) :] + return self.compiled_program(*args, *size_args, offset_provider=offset_provider) + + +apply_diffusion_to_vn = CachedProgram(apply_diffusion_to_vn_orig) +apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence = CachedProgram( + apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence_orig +) +calculate_diagnostic_quantities_for_turbulence = CachedProgram( + calculate_diagnostic_quantities_for_turbulence_orig +) +calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools = CachedProgram( + calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools_orig +) +calculate_nabla2_and_smag_coefficients_for_vn = CachedProgram( + calculate_nabla2_and_smag_coefficients_for_vn_orig +) +calculate_nabla2_for_theta = CachedProgram(calculate_nabla2_for_theta_orig) +truly_horizontal_diffusion_nabla_of_theta_over_steep_points = CachedProgram( + truly_horizontal_diffusion_nabla_of_theta_over_steep_points_orig +) +update_theta_and_exner = CachedProgram(update_theta_and_exner_orig) +mo_intp_rbf_rbf_vec_interpol_vertex = CachedProgram(mo_intp_rbf_rbf_vec_interpol_vertex_orig) +setup_fields_for_initial_step = CachedProgram(setup_fields_for_initial_step_orig) diff --git a/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py b/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py index 3369b02426..29cc6f6456 100644 --- a/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py +++ b/tools/src/icon4pytools/py2fgen/wrappers/diffusion.py @@ -142,6 +142,7 @@ def diffusion_init( filename=get_grid_filename(), num_levels=num_levels, on_gpu=on_gpu, + limited_area=True, ) # Edge geometry From 8bcca1862eda55cbc57f49542ae75e1aac1c25c8 Mon Sep 17 00:00:00 2001 From: samkellerhals Date: Wed, 17 Apr 2024 14:10:59 +0200 Subject: [PATCH 03/76] Conditionally generate host_data --- tools/src/icon4pytools/py2fgen/template.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tools/src/icon4pytools/py2fgen/template.py b/tools/src/icon4pytools/py2fgen/template.py index dab96b5a47..6964f28eba 100644 --- a/tools/src/icon4pytools/py2fgen/template.py +++ b/tools/src/icon4pytools/py2fgen/template.py @@ -459,11 +459,13 @@ def visit_F90FunctionDefinition(self, func: F90FunctionDefinition, **kwargs): {% endfor %} integer(c_int) :: rc ! Stores the return code + {% if arrays | length >= 1 %} !$ACC host_data use_device( & {%- for arr in arrays %} !$ACC {{ arr.name }}{% if not loop.last %}, &{% else %} &{% endif %} {%- endfor %} !$ACC ) + {% endif %} {% for d in _this_node.dimension_size_declarations %} {{ d.size_arg }} = SIZE({{ d.variable }}, {{ d.index }}) From a5241bf40bcbac27acaf095433b7fb5584fff50a Mon Sep 17 00:00:00 2001 From: samkellerhals Date: Wed, 17 Apr 2024 14:29:03 +0200 Subject: [PATCH 04/76] more acc fixes --- tools/src/icon4pytools/py2fgen/template.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tools/src/icon4pytools/py2fgen/template.py b/tools/src/icon4pytools/py2fgen/template.py index 6964f28eba..3a90200e71 100644 --- a/tools/src/icon4pytools/py2fgen/template.py +++ b/tools/src/icon4pytools/py2fgen/template.py @@ -473,7 +473,9 @@ def visit_F90FunctionDefinition(self, func: F90FunctionDefinition, **kwargs): rc = {{ name }}_wrapper({{ param_names_with_size_args }}) + {% if arrays | length >= 1 %} !$acc end host_data + {% endif %} end subroutine {{name}} """ ) From 03e404598f01fc30d1ef9910431eb9fa75879196 Mon Sep 17 00:00:00 2001 From: samkellerhals Date: Wed, 17 Apr 2024 18:18:50 +0200 Subject: [PATCH 05/76] Use CachedProgram in diffusion --- .../model/atmosphere/diffusion/diffusion.py | 46 +++++++------------ .../model/atmosphere/diffusion/helpers.py | 8 ++++ .../fortran_samples/test_diffusion.f90 | 7 ++- tools/tests/py2fgen/test_cli.py | 2 +- 4 files changed, 31 insertions(+), 32 deletions(-) diff --git a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py index e94659c494..a773b1994e 100644 --- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py +++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py @@ -22,41 +22,31 @@ from gt4py.next.common import Dimension from gt4py.next.ffront.fbuiltins import Field, int32 -from icon4py.model.atmosphere.diffusion.diffusion_states import ( - DiffusionDiagnosticState, - DiffusionInterpolationState, - DiffusionMetricState, -) -from icon4py.model.atmosphere.diffusion.diffusion_utils import ( +from icon4py.model.atmosphere.diffusion.helpers import ( + apply_diffusion_to_vn, + scale_k, copy_field, init_diffusion_local_fields_for_regular_timestep, - init_nabla2_factor_in_upper_damping_zone, - scale_k, - setup_fields_for_initial_step, - zero_field, -) -from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_vn import apply_diffusion_to_vn -from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence import ( apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence, -) -from icon4py.model.atmosphere.diffusion.stencils.calculate_diagnostic_quantities_for_turbulence import ( calculate_diagnostic_quantities_for_turbulence, -) -from icon4py.model.atmosphere.diffusion.stencils.calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools import ( calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools, -) -from icon4py.model.atmosphere.diffusion.stencils.calculate_nabla2_and_smag_coefficients_for_vn import ( calculate_nabla2_and_smag_coefficients_for_vn, -) -from icon4py.model.atmosphere.diffusion.stencils.calculate_nabla2_for_theta import ( calculate_nabla2_for_theta, -) -from icon4py.model.atmosphere.diffusion.stencils.truly_horizontal_diffusion_nabla_of_theta_over_steep_points import ( + mo_intp_rbf_rbf_vec_interpol_vertex, + setup_fields_for_initial_step, truly_horizontal_diffusion_nabla_of_theta_over_steep_points, -) -from icon4py.model.atmosphere.diffusion.stencils.update_theta_and_exner import ( update_theta_and_exner, ) + +from icon4py.model.atmosphere.diffusion.diffusion_states import ( + DiffusionDiagnosticState, + DiffusionInterpolationState, + DiffusionMetricState, +) +from icon4py.model.atmosphere.diffusion.diffusion_utils import ( + init_nabla2_factor_in_upper_damping_zone, + zero_field, +) from icon4py.model.common.constants import ( CPD, DEFAULT_PHYSICS_DYNAMICS_TIMESTEP_RATIO, @@ -68,12 +58,8 @@ from icon4py.model.common.grid.horizontal import CellParams, EdgeParams, HorizontalMarkerIndex from icon4py.model.common.grid.icon import IconGrid from icon4py.model.common.grid.vertical import VerticalModelParams -from icon4py.model.common.interpolation.stencils.mo_intp_rbf_rbf_vec_interpol_vertex import ( - mo_intp_rbf_rbf_vec_interpol_vertex, -) -from icon4py.model.common.states.prognostic_state import PrognosticState from icon4py.model.common.settings import xp -from icon4py.model.atmosphere.diffusion.helpers import * +from icon4py.model.common.states.prognostic_state import PrognosticState """ Diffusion module ported from ICON mo_nh_diffusion.f90. diff --git a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py index 2454568de3..0f88439f65 100644 --- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py +++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/helpers.py @@ -17,6 +17,9 @@ from gt4py import next as gtx from icon4py.model.atmosphere.diffusion.diffusion_utils import ( + copy_field as copy_field_orig, + init_diffusion_local_fields_for_regular_timestep as init_diffusion_local_fields_for_regular_timestep_orig, + scale_k as scale_k_orig, setup_fields_for_initial_step as setup_fields_for_initial_step_orig, ) from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_vn import ( @@ -99,3 +102,8 @@ def __call__(self, *args, offset_provider: dict[str, gtx.Dimension], **kwargs: A update_theta_and_exner = CachedProgram(update_theta_and_exner_orig) mo_intp_rbf_rbf_vec_interpol_vertex = CachedProgram(mo_intp_rbf_rbf_vec_interpol_vertex_orig) setup_fields_for_initial_step = CachedProgram(setup_fields_for_initial_step_orig) +copy_field = CachedProgram(copy_field_orig) +init_diffusion_local_fields_for_regular_timestep = CachedProgram( + init_diffusion_local_fields_for_regular_timestep_orig +) +scale_k = CachedProgram(scale_k_orig) diff --git a/tools/tests/py2fgen/fortran_samples/test_diffusion.f90 b/tools/tests/py2fgen/fortran_samples/test_diffusion.f90 index 460de43512..fbb3685375 100644 --- a/tools/tests/py2fgen/fortran_samples/test_diffusion.f90 +++ b/tools/tests/py2fgen/fortran_samples/test_diffusion.f90 @@ -98,6 +98,7 @@ program diffusion_simulation implicit none integer(c_int) :: rc + integer(c_int) :: n ! Constants and types integer(c_int), parameter :: num_cells = 20480 @@ -125,7 +126,7 @@ program diffusion_simulation real(c_double), parameter :: hdiff_efdt_ratio = 24.0 real(c_double), parameter :: smagorinski_scaling_factor = 0.025 logical(c_int), parameter :: hdiff_temp = .true. - logical(c_int), parameter :: linit = .true. + logical(c_int), parameter :: linit = .false. ! Declaring arrays for diffusion_init and diffusion_run real(c_double), dimension(:), allocatable :: vct_a @@ -298,8 +299,12 @@ program diffusion_simulation call exit(1) end if + do n = 1, 60 ! Call diffusion_run + call profile_enable(rc) call diffusion_run(w, vn, exner, theta_v, rho, hdef_ic, div_ic, dwdx, dwdy, dtime, linit, rc) + call profile_disable(rc) + end do print *, "Python exit code = ", rc if (rc /= 0) then diff --git a/tools/tests/py2fgen/test_cli.py b/tools/tests/py2fgen/test_cli.py index 488215a078..8a2d66d1fe 100644 --- a/tools/tests/py2fgen/test_cli.py +++ b/tools/tests/py2fgen/test_cli.py @@ -165,7 +165,7 @@ def test_py2fgen_compilation_and_execution_diffusion(cli_runner, samples_path): run_test_case( cli_runner, "icon4pytools.py2fgen.wrappers.diffusion", - "diffusion_init,diffusion_run", + "diffusion_init,diffusion_run,profile_enable,profile_disable", "diffusion_plugin", "CPU", samples_path, From 7e21089241b141f96f8c0cb88670d609c39a7c00 Mon Sep 17 00:00:00 2001 From: samkellerhals Date: Thu, 18 Apr 2024 08:05:06 +0200 Subject: [PATCH 06/76] remove cached program --- .../model/atmosphere/diffusion/diffusion.py | 45 ++++++++++++------- 1 file changed, 29 insertions(+), 16 deletions(-) diff --git a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py index a773b1994e..ac9a332aaa 100644 --- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py +++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py @@ -22,30 +22,40 @@ from gt4py.next.common import Dimension from gt4py.next.ffront.fbuiltins import Field, int32 -from icon4py.model.atmosphere.diffusion.helpers import ( - apply_diffusion_to_vn, - scale_k, +from icon4py.model.atmosphere.diffusion.diffusion_states import ( + DiffusionDiagnosticState, + DiffusionInterpolationState, + DiffusionMetricState, +) +from icon4py.model.atmosphere.diffusion.diffusion_utils import ( copy_field, init_diffusion_local_fields_for_regular_timestep, + init_nabla2_factor_in_upper_damping_zone, + scale_k, + setup_fields_for_initial_step, + zero_field, +) +from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_vn import apply_diffusion_to_vn +from icon4py.model.atmosphere.diffusion.stencils.apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence import ( apply_diffusion_to_w_and_compute_horizontal_gradients_for_turbulence, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_diagnostic_quantities_for_turbulence import ( calculate_diagnostic_quantities_for_turbulence, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools import ( calculate_enhanced_diffusion_coefficients_for_grid_point_cold_pools, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_nabla2_and_smag_coefficients_for_vn import ( calculate_nabla2_and_smag_coefficients_for_vn, +) +from icon4py.model.atmosphere.diffusion.stencils.calculate_nabla2_for_theta import ( calculate_nabla2_for_theta, - mo_intp_rbf_rbf_vec_interpol_vertex, - setup_fields_for_initial_step, - truly_horizontal_diffusion_nabla_of_theta_over_steep_points, - update_theta_and_exner, ) - -from icon4py.model.atmosphere.diffusion.diffusion_states import ( - DiffusionDiagnosticState, - DiffusionInterpolationState, - DiffusionMetricState, +from icon4py.model.atmosphere.diffusion.stencils.truly_horizontal_diffusion_nabla_of_theta_over_steep_points import ( + truly_horizontal_diffusion_nabla_of_theta_over_steep_points, ) -from icon4py.model.atmosphere.diffusion.diffusion_utils import ( - init_nabla2_factor_in_upper_damping_zone, - zero_field, +from icon4py.model.atmosphere.diffusion.stencils.update_theta_and_exner import ( + update_theta_and_exner, ) from icon4py.model.common.constants import ( CPD, @@ -58,8 +68,11 @@ from icon4py.model.common.grid.horizontal import CellParams, EdgeParams, HorizontalMarkerIndex from icon4py.model.common.grid.icon import IconGrid from icon4py.model.common.grid.vertical import VerticalModelParams -from icon4py.model.common.settings import xp +from icon4py.model.common.interpolation.stencils.mo_intp_rbf_rbf_vec_interpol_vertex import ( + mo_intp_rbf_rbf_vec_interpol_vertex, +) from icon4py.model.common.states.prognostic_state import PrognosticState +from icon4py.model.common.settings import xp """ Diffusion module ported from ICON mo_nh_diffusion.f90. 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