From f346ef1862e1b3c866b40fbf50d1af806ad28971 Mon Sep 17 00:00:00 2001
From: Till Ehrengruber <till.ehrengruber@cscs.ch>
Date: Thu, 14 Nov 2024 18:33:03 +0100
Subject: [PATCH 01/53] Use new itir.Program everywhere

---
 tools/src/icon4pytools/common/metadata.py     |  6 +-
 tools/src/icon4pytools/icon4pygen/backend.py  | 57 ++++++++++---------
 .../icon4pygen/bindings/workflow.py           |  2 +-
 3 files changed, 33 insertions(+), 32 deletions(-)

diff --git a/tools/src/icon4pytools/common/metadata.py b/tools/src/icon4pytools/common/metadata.py
index a3114a9a5f..2222fef1c1 100644
--- a/tools/src/icon4pytools/common/metadata.py
+++ b/tools/src/icon4pytools/common/metadata.py
@@ -36,7 +36,7 @@
 
 @dataclass(frozen=True)
 class StencilInfo:
-    fendef: itir.FencilDefinition
+    program: itir.Program
     fields: dict[str, FieldInfo]
     connectivity_chains: list[eve.concepts.SymbolRef]
     offset_provider: dict
@@ -206,7 +206,7 @@ def get_stencil_info(
     """Generate StencilInfo dataclass from a fencil definition."""
     fvprog = _get_fvprog(fencil_def)
     offsets = _scan_for_offsets(fvprog)
-    fendef = fvprog.itir
+    program = fvprog.itir
 
     fields = _get_field_infos(fvprog)
 
@@ -216,7 +216,7 @@ def get_stencil_info(
         offset_provider[offset] = _provide_offset(offset, is_global)
         if offset != dims.Koff.value:
             connectivity_chains.append(offset)
-    return StencilInfo(fendef, fields, connectivity_chains, offset_provider)
+    return StencilInfo(program, fields, connectivity_chains, offset_provider)
 
 
 def _calc_num_neighbors(dim_list: list[Dimension], includes_center: bool) -> int:
diff --git a/tools/src/icon4pytools/icon4pygen/backend.py b/tools/src/icon4pytools/icon4pygen/backend.py
index bfe1b0ac1e..194e7bb37d 100644
--- a/tools/src/icon4pytools/icon4pygen/backend.py
+++ b/tools/src/icon4pytools/icon4pygen/backend.py
@@ -10,9 +10,8 @@
 from pathlib import Path
 from typing import Any, Iterable, List
 
-from gt4py.next.common import Connectivity, Dimension
+from gt4py.next.common import Connectivity, Dimension, DimensionKind
 from gt4py.next.iterator import ir as itir
-from gt4py.next.iterator.transforms import LiftMode
 from gt4py.next.program_processors.codegens.gtfn import gtfn_module
 from gt4py.next.type_system import type_specifications as ts
 from icon4py.model.common import dimension as dims
@@ -33,26 +32,27 @@
 
 
 def transform_and_configure_fencil(
-    fencil: itir.FencilDefinition,
-) -> itir.FencilDefinition:
+    program: itir.Program,
+) -> itir.Program:
     """Transform the domain representation and configure the FencilDefinition parameters."""
     grid_size_symbols = [itir.Sym(id=arg, type=_SIZE_TYPE) for arg in GRID_SIZE_ARGS]
 
-    for closure in fencil.closures:
-        if not len(closure.domain.args) == 2:
-            raise TypeError(f"Output domain of '{fencil.id}' must be 2-dimensional.")
-        assert isinstance(closure.domain.args[0], itir.FunCall) and isinstance(
-            closure.domain.args[1], itir.FunCall
+    for stmt in program.body:
+        assert isinstance(stmt, itir.SetAt)
+        if not len(stmt.domain.args) == 2:
+            raise TypeError(f"Output domain of '{program.id}' must be 2-dimensional.")
+        assert isinstance(stmt.domain.args[0], itir.FunCall) and isinstance(
+            stmt.domain.args[1], itir.FunCall
         )
-        horizontal_axis = closure.domain.args[0].args[0]
-        vertical_axis = closure.domain.args[1].args[0]
+        horizontal_axis = stmt.domain.args[0].args[0]
+        vertical_axis = stmt.domain.args[1].args[0]
         assert isinstance(horizontal_axis, itir.AxisLiteral) and isinstance(
             vertical_axis, itir.AxisLiteral
         )
         assert horizontal_axis.value in ["Vertex", "Edge", "Cell"]
         assert vertical_axis.value == "K"
 
-        closure.domain = itir.FunCall(
+        stmt.domain = itir.FunCall(
             fun=itir.SymRef(id="unstructured_domain"),
             args=[
                 itir.FunCall(
@@ -66,7 +66,7 @@ def transform_and_configure_fencil(
                 itir.FunCall(
                     fun=itir.SymRef(id="named_range"),
                     args=[
-                        itir.AxisLiteral(value=dims.Koff.source.value),
+                        itir.AxisLiteral(value=dims.Koff.source.value, kind=DimensionKind.VERTICAL),
                         itir.SymRef(id=V_START),
                         itir.SymRef(id=V_END),
                     ],
@@ -75,16 +75,18 @@ def transform_and_configure_fencil(
         )
 
     fencil_params = [
-        *(p for p in fencil.params if not is_size_param(p) and p not in grid_size_symbols),
-        *(p for p in get_missing_domain_params(fencil.params)),
+        *(p for p in program.params if not is_size_param(p) and p not in grid_size_symbols),
+        *(p for p in get_missing_domain_params(program.params)),
         *grid_size_symbols,
     ]
 
-    return itir.FencilDefinition(
-        id=fencil.id,
-        function_definitions=fencil.function_definitions,
+    return itir.Program(
+        id=program.id,
+        function_definitions=program.function_definitions,
         params=fencil_params,
-        closures=fencil.closures,
+        declarations=program.declarations,
+        body=program.body,
+        implicit_domain=program.implicit_domain
     )
 
 
@@ -100,15 +102,15 @@ def get_missing_domain_params(params: List[itir.Sym]) -> Iterable[itir.Sym]:
     return (itir.Sym(id=p, type=_SIZE_TYPE) for p in missing_args)
 
 
-def check_for_domain_bounds(fencil: itir.FencilDefinition) -> None:
+def check_for_domain_bounds(program: itir.Program) -> None:
     """Check that fencil params contain domain boundaries, emit warning otherwise."""
-    param_ids = {param.id for param in fencil.params}
+    param_ids = {param.id for param in program.params}
     all_domain_params_present = all(
         param in param_ids for param in [H_START, H_END, V_START, V_END]
     )
     if not all_domain_params_present:
         warnings.warn(
-            f"Domain boundaries are missing or have non-standard names for '{fencil.id}'. "
+            f"Domain boundaries are missing or have non-standard names for '{program.id}'. "
             "Adapting domain to use the standard names. This feature will be removed in the future.",
             DeprecationWarning,
             stacklevel=2,
@@ -116,16 +118,16 @@ def check_for_domain_bounds(fencil: itir.FencilDefinition) -> None:
 
 
 def generate_gtheader(
-    fencil: itir.FencilDefinition,
+    program: itir.Program,
     offset_provider: dict[str, Connectivity | Dimension],
     imperative: bool,
     temporaries: bool,
     **kwargs: Any,
 ) -> str:
     """Generate a GridTools C++ header for a given stencil definition using specified configuration parameters."""
-    check_for_domain_bounds(fencil)
+    check_for_domain_bounds(program)
 
-    transformed_fencil = transform_and_configure_fencil(fencil)
+    transformed_fencil = transform_and_configure_fencil(program)
 
     translation = gtfn_module.GTFNTranslationStep(
         enable_itir_transforms=True,
@@ -134,7 +136,6 @@ def generate_gtheader(
 
     if temporaries:
         translation = translation.replace(
-            lift_mode=LiftMode.USE_TEMPORARIES,
             symbolic_domain_sizes={
                 "Cell": "num_cells",
                 "Edge": "num_edges",
@@ -159,9 +160,9 @@ def __init__(self, stencil_info: StencilInfo) -> None:
     def __call__(self, outpath: Path, imperative: bool, temporaries: bool) -> None:
         """Generate C++ code using the GTFN backend and write it to a file."""
         gtheader = generate_gtheader(
-            fencil=self.stencil_info.fendef,
+            program=self.stencil_info.program,
             offset_provider=self.stencil_info.offset_provider,
             imperative=imperative,
             temporaries=temporaries,
         )
-        write_string(gtheader, outpath, f"{self.stencil_info.fendef.id}.hpp")
+        write_string(gtheader, outpath, f"{self.stencil_info.program.id}.hpp")
diff --git a/tools/src/icon4pytools/icon4pygen/bindings/workflow.py b/tools/src/icon4pytools/icon4pygen/bindings/workflow.py
index 04224deeb1..b35beec681 100644
--- a/tools/src/icon4pytools/icon4pygen/bindings/workflow.py
+++ b/tools/src/icon4pytools/icon4pygen/bindings/workflow.py
@@ -30,7 +30,7 @@ class PyBindGen:
     """
 
     def __init__(self, stencil_info: StencilInfo, levels_per_thread: int, block_size: int) -> None:
-        self.stencil_name = stencil_info.fendef.id
+        self.stencil_name = stencil_info.program.id
         self.fields, self.offsets = self._stencil_info_to_binding_type(stencil_info)
         self.levels_per_thread = levels_per_thread
         self.block_size = block_size

From 61e97e4226d6fa9450e41594e227c67f579d1c92 Mon Sep 17 00:00:00 2001
From: Till Ehrengruber <till.ehrengruber@cscs.ch>
Date: Fri, 6 Dec 2024 21:23:54 +0100
Subject: [PATCH 02/53] Use gt4py main again

---
 base-requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/base-requirements-dev.txt b/base-requirements-dev.txt
index 16a42ff79f..3665fc66e3 100644
--- a/base-requirements-dev.txt
+++ b/base-requirements-dev.txt
@@ -1,5 +1,5 @@
 # VCS
--e git+https://github.com/GridTools/gt4py.git@icon4py_20241113#egg=gt4py  # use tagged release until #596 & gt4py#1738 is merged
+-e git+https://github.com/GridTools/gt4py.git@main#egg=gt4py
 git+https://github.com/GridTools/serialbox#egg=serialbox&subdirectory=src/serialbox-python
 
 # PyPI

From 416d7e7a71ef12cd7e8d74c548817c7059ca6634 Mon Sep 17 00:00:00 2001
From: Hannes Vogt <hannes@havogt.de>
Date: Mon, 9 Dec 2024 15:33:46 +0000
Subject: [PATCH 03/53] fix connectivities

---
 .../fused_solve_nonhydro_stencil_39_40.py     |  5 ++--
 .../src/icon4py/model/common/grid/base.py     | 10 +++----
 .../src/icon4py/model/common/grid/utils.py    | 12 ++++----
 .../icon4py/model/common/states/factory.py    |  9 +++---
 tools/src/icon4pytools/common/metadata.py     | 29 ++++++++++++-------
 tools/src/icon4pytools/icon4pygen/backend.py  | 18 ++++++------
 6 files changed, 45 insertions(+), 38 deletions(-)

diff --git a/model/atmosphere/dycore/src/icon4py/model/atmosphere/dycore/stencils/fused_solve_nonhydro_stencil_39_40.py b/model/atmosphere/dycore/src/icon4py/model/atmosphere/dycore/stencils/fused_solve_nonhydro_stencil_39_40.py
index 884c183f83..654ec79ae0 100644
--- a/model/atmosphere/dycore/src/icon4py/model/atmosphere/dycore/stencils/fused_solve_nonhydro_stencil_39_40.py
+++ b/model/atmosphere/dycore/src/icon4py/model/atmosphere/dycore/stencils/fused_solve_nonhydro_stencil_39_40.py
@@ -6,7 +6,6 @@
 # Please, refer to the LICENSE file in the root directory.
 # SPDX-License-Identifier: BSD-3-Clause
 import gt4py.next as gtx
-from gt4py.next.ffront.decorator import GridType, field_operator, program
 from gt4py.next.ffront.fbuiltins import where
 
 from icon4py.model.atmosphere.dycore.stencils.compute_contravariant_correction_of_w import (
@@ -19,7 +18,7 @@
 from icon4py.model.common.type_alias import vpfloat, wpfloat
 
 
-@field_operator
+@gtx.field_operator
 def _fused_solve_nonhydro_stencil_39_40(
     e_bln_c_s: gtx.Field[gtx.Dims[dims.CEDim], wpfloat],
     z_w_concorr_me: fa.EdgeKField[vpfloat],
@@ -39,7 +38,7 @@ def _fused_solve_nonhydro_stencil_39_40(
     return w_concorr_c
 
 
-@program(grid_type=GridType.UNSTRUCTURED)
+@gtx.program(grid_type=gtx.GridType.UNSTRUCTURED)
 def fused_solve_nonhydro_stencil_39_40(
     e_bln_c_s: gtx.Field[gtx.Dims[dims.CEDim], wpfloat],
     z_w_concorr_me: fa.EdgeKField[vpfloat],
diff --git a/model/common/src/icon4py/model/common/grid/base.py b/model/common/src/icon4py/model/common/grid/base.py
index 86e0472c7d..ead2fabbbe 100644
--- a/model/common/src/icon4py/model/common/grid/base.py
+++ b/model/common/src/icon4py/model/common/grid/base.py
@@ -136,18 +136,18 @@ def _get_offset_provider(self, dim, from_dim, to_dim):
         ), 'Neighbor table\'s "{}" data type must be gtx.int32. Instead it\'s "{}"'.format(
             dim, self.connectivities[dim].dtype
         )
-        return gtx.NeighborTableOffsetProvider(
-            self.connectivities[dim],
-            from_dim,
+        return gtx.as_connectivity(
+            [from_dim, dim],
             to_dim,
-            self.size[dim],
-            has_skip_values=self._has_skip_values(dim),
+            self.connectivities[dim],
+            skip_value=-1 if self._has_skip_values(dim) else None,
         )
 
     def _get_offset_provider_for_sparse_fields(self, dim, from_dim, to_dim):
         if dim not in self.connectivities:
             raise MissingConnectivity()
         return grid_utils.neighbortable_offset_provider_for_1d_sparse_fields(
+            dim,
             self.connectivities[dim].shape,
             from_dim,
             to_dim,
diff --git a/model/common/src/icon4py/model/common/grid/utils.py b/model/common/src/icon4py/model/common/grid/utils.py
index 19821e81b7..b195ffaf37 100644
--- a/model/common/src/icon4py/model/common/grid/utils.py
+++ b/model/common/src/icon4py/model/common/grid/utils.py
@@ -7,10 +7,11 @@
 # SPDX-License-Identifier: BSD-3-Clause
 import gt4py.next as gtx
 import numpy as np
-from gt4py.next import Dimension, NeighborTableOffsetProvider
+from gt4py.next import Dimension
 
 
 def neighbortable_offset_provider_for_1d_sparse_fields(
+    dim: Dimension,
     old_shape: tuple[int, int],
     origin_axis: Dimension,
     neighbor_axis: Dimension,
@@ -22,10 +23,9 @@ def neighbortable_offset_provider_for_1d_sparse_fields(
     ), 'Neighbor table\'s ("{}" to "{}") data type for 1d sparse fields must be gtx.int32. Instead it\'s "{}"'.format(
         origin_axis, neighbor_axis, table.dtype
     )
-    return NeighborTableOffsetProvider(
-        table,
-        origin_axis,
+    return gtx.as_connectivity(
+        [origin_axis, dim],
         neighbor_axis,
-        table.shape[1],
-        has_skip_values=has_skip_values,
+        table,
+        skip_value=-1 if has_skip_values else None,
     )
diff --git a/model/common/src/icon4py/model/common/states/factory.py b/model/common/src/icon4py/model/common/states/factory.py
index b759e67709..5927c40a6b 100644
--- a/model/common/src/icon4py/model/common/states/factory.py
+++ b/model/common/src/icon4py/model/common/states/factory.py
@@ -38,6 +38,7 @@
 TODO: @halungge: allow to read configuration data
 
 """
+
 import collections
 import enum
 import functools
@@ -344,8 +345,8 @@ def _get_offset_providers(self, grid: icon_grid.IconGrid) -> dict[str, gtx.Field
                 horizontal_offsets = {
                     k: v
                     for k, v in grid.offset_providers.items()
-                    if isinstance(v, gtx.NeighborTableOffsetProvider)
-                    and v.origin_axis.kind == gtx.DimensionKind.HORIZONTAL
+                    if isinstance(v, gtx.Connectivity)
+                    and v.domain.dims[0].kind == gtx.DimensionKind.HORIZONTAL
                 }
                 offset_providers.update(horizontal_offsets)
             if dim.kind == gtx.DimensionKind.VERTICAL:
@@ -445,8 +446,8 @@ def _get_offset_providers(self, grid: icon_grid.IconGrid) -> dict[str, gtx.Field
                 horizontal_offsets = {
                     k: v
                     for k, v in grid.offset_providers.items()
-                    if isinstance(v, gtx.NeighborTableOffsetProvider)
-                    and v.origin_axis.kind == gtx.DimensionKind.HORIZONTAL
+                    if isinstance(v, gtx.Connectivity)
+                    and v.domain.dims[0].kind == gtx.DimensionKind.HORIZONTAL
                 }
                 offset_providers.update(horizontal_offsets)
             if dim.kind == gtx.DimensionKind.VERTICAL:
diff --git a/tools/src/icon4pytools/common/metadata.py b/tools/src/icon4pytools/common/metadata.py
index 2222fef1c1..49d40c3f53 100644
--- a/tools/src/icon4pytools/common/metadata.py
+++ b/tools/src/icon4pytools/common/metadata.py
@@ -13,8 +13,14 @@
 from typing import Any, TypeGuard
 
 import icon4py.model.common.dimension
-from gt4py import eve
-from gt4py.next.common import Connectivity, Dimension, DimensionKind
+from gt4py import eve, next as gtx
+from gt4py.next.common import (
+    _DEFAULT_SKIP_VALUE,
+    Connectivity,
+    Dimension,
+    DimensionKind,
+    NeighborConnectivityType,
+)
 from gt4py.next.ffront import program_ast as past
 from gt4py.next.ffront.decorator import FieldOperator, Program, program
 from gt4py.next.ffront.fbuiltins import FieldOffset
@@ -115,7 +121,7 @@ def _get_field_infos(fvprog: Program) -> dict[str, FieldInfo]:
     return fields
 
 
-def _provide_offset(offset: str, is_global: bool = False) -> DummyConnectivity | Dimension:
+def _provide_offset(offset: str, is_global: bool = False) -> NeighborConnectivityType | Dimension:
     if offset == dims.Koff.value:
         assert len(dims.Koff.target) == 1
         assert dims.Koff.source == dims.Koff.target[0]
@@ -124,8 +130,8 @@ def _provide_offset(offset: str, is_global: bool = False) -> DummyConnectivity |
         return _provide_neighbor_table(offset, is_global)
 
 
-def _provide_neighbor_table(chain: str, is_global: bool) -> DummyConnectivity:
-    """Build an offset provider based on connectivity chain string.
+def _provide_neighbor_table(chain: str, is_global: bool) -> NeighborConnectivityType:
+    """Build a NeighborConnectivityType based on connectivity chain string.
 
     Connectivity strings must contain one of the following connectivity type identifiers:
     C (cell), E (Edge), V (Vertex) and be separated by a '2' e.g. 'E2V'. If the origin is to
@@ -154,11 +160,12 @@ def _provide_neighbor_table(chain: str, is_global: bool) -> DummyConnectivity:
     }
     location_chain: list[Dimension] = [map_to_dim.get(c) for c in chain if c not in ("2", "O")]  # type: ignore[misc] # type specified
 
-    return DummyConnectivity(
+    return NeighborConnectivityType(
+        offset.target,
+        codomain=offset.source,
+        skip_value=_DEFAULT_SKIP_VALUE if skip_values else None,
+        dtype=gtx.IndexType,  # type: ignore[attr-defined]  # need to do an explicit export for mypy
         max_neighbors=_calc_num_neighbors(location_chain, include_center),
-        has_skip_values=skip_values,
-        origin_axis=offset.target[0],
-        neighbor_axis=offset.source,
     )
 
 
@@ -187,7 +194,7 @@ def _scan_for_offsets(fvprog: Program) -> list[eve.concepts.SymbolRef]:
     )
 
     all_offset_labels = (
-        fvprog.itir.pre_walk_values()
+        fvprog.gtir.pre_walk_values()
         .if_isinstance(itir.OffsetLiteral)
         .getattr("value")
         .if_isinstance(str)
@@ -206,7 +213,7 @@ def get_stencil_info(
     """Generate StencilInfo dataclass from a fencil definition."""
     fvprog = _get_fvprog(fencil_def)
     offsets = _scan_for_offsets(fvprog)
-    program = fvprog.itir
+    program = fvprog.gtir
 
     fields = _get_field_infos(fvprog)
 
diff --git a/tools/src/icon4pytools/icon4pygen/backend.py b/tools/src/icon4pytools/icon4pygen/backend.py
index 194e7bb37d..5c8470b191 100644
--- a/tools/src/icon4pytools/icon4pygen/backend.py
+++ b/tools/src/icon4pytools/icon4pygen/backend.py
@@ -10,7 +10,7 @@
 from pathlib import Path
 from typing import Any, Iterable, List
 
-from gt4py.next.common import Connectivity, Dimension, DimensionKind
+from gt4py.next.common import DimensionKind, OffsetProvider
 from gt4py.next.iterator import ir as itir
 from gt4py.next.program_processors.codegens.gtfn import gtfn_module
 from gt4py.next.type_system import type_specifications as ts
@@ -39,13 +39,13 @@ def transform_and_configure_fencil(
 
     for stmt in program.body:
         assert isinstance(stmt, itir.SetAt)
-        if not len(stmt.domain.args) == 2:
+        domain = stmt.domain
+        assert isinstance(domain, itir.FunCall)
+        if not len(domain.args) == 2:
             raise TypeError(f"Output domain of '{program.id}' must be 2-dimensional.")
-        assert isinstance(stmt.domain.args[0], itir.FunCall) and isinstance(
-            stmt.domain.args[1], itir.FunCall
-        )
-        horizontal_axis = stmt.domain.args[0].args[0]
-        vertical_axis = stmt.domain.args[1].args[0]
+        assert isinstance(domain.args[0], itir.FunCall) and isinstance(domain.args[1], itir.FunCall)
+        horizontal_axis = domain.args[0].args[0]
+        vertical_axis = domain.args[1].args[0]
         assert isinstance(horizontal_axis, itir.AxisLiteral) and isinstance(
             vertical_axis, itir.AxisLiteral
         )
@@ -86,7 +86,7 @@ def transform_and_configure_fencil(
         params=fencil_params,
         declarations=program.declarations,
         body=program.body,
-        implicit_domain=program.implicit_domain
+        implicit_domain=program.implicit_domain,
     )
 
 
@@ -119,7 +119,7 @@ def check_for_domain_bounds(program: itir.Program) -> None:
 
 def generate_gtheader(
     program: itir.Program,
-    offset_provider: dict[str, Connectivity | Dimension],
+    offset_provider: OffsetProvider,
     imperative: bool,
     temporaries: bool,
     **kwargs: Any,

From 38a162c9d7c177526814814ec3d70167426523db Mon Sep 17 00:00:00 2001
From: Hannes Vogt <vogt@hey.com>
Date: Mon, 9 Dec 2024 20:51:15 +0100
Subject: [PATCH 04/53] switch gt4py branch

---
 base-requirements-dev.txt                                       | 2 +-
 .../test_temporary_fields_for_turbulence_diagnostics.py         | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/base-requirements-dev.txt b/base-requirements-dev.txt
index 3665fc66e3..127e73344a 100644
--- a/base-requirements-dev.txt
+++ b/base-requirements-dev.txt
@@ -1,5 +1,5 @@
 # VCS
--e git+https://github.com/GridTools/gt4py.git@main#egg=gt4py
+-e git+https://github.com/havogt/gt4py.git@increase_inlining_loop#egg=gt4py
 git+https://github.com/GridTools/serialbox#egg=serialbox&subdirectory=src/serialbox-python
 
 # PyPI
diff --git a/model/atmosphere/diffusion/tests/diffusion_stencil_tests/test_temporary_fields_for_turbulence_diagnostics.py b/model/atmosphere/diffusion/tests/diffusion_stencil_tests/test_temporary_fields_for_turbulence_diagnostics.py
index a3f5530a46..e463879236 100644
--- a/model/atmosphere/diffusion/tests/diffusion_stencil_tests/test_temporary_fields_for_turbulence_diagnostics.py
+++ b/model/atmosphere/diffusion/tests/diffusion_stencil_tests/test_temporary_fields_for_turbulence_diagnostics.py
@@ -37,7 +37,7 @@ def reference(
         **kwargs,
     ) -> dict:
         c2e = grid.connectivities[dims.C2EDim]
-        c2ce = grid.get_offset_provider("C2CE").table
+        c2ce = grid.get_offset_provider("C2CE").ndarray
 
         geofac_div = np.expand_dims(geofac_div, axis=-1)
         e_bln_c_s = np.expand_dims(e_bln_c_s, axis=-1)

From 21c495de8a56261292983717499d8989bdad8f49 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 20 Dec 2024 13:58:02 +0100
Subject: [PATCH 05/53] fix more connectivities

---
 base-requirements-dev.txt                                       | 2 +-
 .../diffusion/tests/diffusion_tests/test_diffusion_states.py    | 2 +-
 .../test_add_interpolated_horizontal_advection_of_w.py          | 2 +-
 .../test_mcompute_divergence_of_fluxes_of_rho_and_theta.py      | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/base-requirements-dev.txt b/base-requirements-dev.txt
index 127e73344a..b02db30891 100644
--- a/base-requirements-dev.txt
+++ b/base-requirements-dev.txt
@@ -1,6 +1,6 @@
 # VCS
 -e git+https://github.com/havogt/gt4py.git@increase_inlining_loop#egg=gt4py
-git+https://github.com/GridTools/serialbox#egg=serialbox&subdirectory=src/serialbox-python
+git+https://github.com/GridTools/serialbox#egg=serialbox4py
 
 # PyPI
 bump2version>=1.0.1
diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion_states.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion_states.py
index d4c17d28f9..f3c08f98ab 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion_states.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion_states.py
@@ -30,7 +30,7 @@ def test_verify_geofac_n2s_field_manipulation(interpolation_savepoint, icon_grid
     geofac_c = interpolation_state.geofac_n2s_c.asnumpy()
     geofac_nbh = interpolation_state.geofac_n2s_nbh.asnumpy()
     assert np.count_nonzero(geofac_nbh) > 0
-    cec_table = icon_grid.get_offset_provider("C2CEC").table
+    cec_table = icon_grid.get_offset_provider("C2CEC").ndarray
     assert np.allclose(geofac_c, geofac_n2s[:, 0])
     assert geofac_nbh[cec_table].shape == geofac_n2s[:, 1:].shape
     assert np.allclose(geofac_nbh[cec_table], geofac_n2s[:, 1:])
diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_add_interpolated_horizontal_advection_of_w.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_add_interpolated_horizontal_advection_of_w.py
index ea2680d3a9..8eb02970ca 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_add_interpolated_horizontal_advection_of_w.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_add_interpolated_horizontal_advection_of_w.py
@@ -21,7 +21,7 @@ def add_interpolated_horizontal_advection_of_w_numpy(
     grid, e_bln_c_s: np.array, z_v_grad_w: np.array, ddt_w_adv: np.array, **kwargs
 ) -> np.array:
     e_bln_c_s = np.expand_dims(e_bln_c_s, axis=-1)
-    c2ce = grid.get_offset_provider("C2CE").table
+    c2ce = grid.get_offset_provider("C2CE").ndarray
 
     ddt_w_adv = ddt_w_adv + np.sum(
         z_v_grad_w[grid.connectivities[dims.C2EDim]] * e_bln_c_s[c2ce],
diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_mcompute_divergence_of_fluxes_of_rho_and_theta.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_mcompute_divergence_of_fluxes_of_rho_and_theta.py
index 8d4c95c1cb..4a351f317a 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_mcompute_divergence_of_fluxes_of_rho_and_theta.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_mcompute_divergence_of_fluxes_of_rho_and_theta.py
@@ -36,7 +36,7 @@ def reference(
     ) -> tuple[np.array]:
         c2e = grid.connectivities[dims.C2EDim]
         geofac_div = np.expand_dims(geofac_div, axis=-1)
-        c2ce = grid.get_offset_provider("C2CE").table
+        c2ce = grid.get_offset_provider("C2CE").ndarray
 
         z_flxdiv_mass = np.sum(
             geofac_div[c2ce] * mass_fl_e[c2e],

From 0e8fcba34777f4cc6f5c8328b33993690e768d56 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 20 Dec 2024 14:08:44 +0100
Subject: [PATCH 06/53] fix more connectivities (1)

---
 .../dycore_stencil_tests/test_interpolate_to_cell_center.py     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_interpolate_to_cell_center.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_interpolate_to_cell_center.py
index 2d60332a2d..3b56c85886 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_interpolate_to_cell_center.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_interpolate_to_cell_center.py
@@ -26,7 +26,7 @@ def interpolate_to_cell_center_numpy(
     grid, interpolant: np.array, e_bln_c_s: np.array, **kwargs
 ) -> np.array:
     e_bln_c_s = np.expand_dims(e_bln_c_s, axis=-1)
-    c2ce = grid.get_offset_provider("C2CE").table
+    c2ce = grid.get_offset_provider("C2CE").ndarray
 
     interpolation = np.sum(
         interpolant[grid.connectivities[dims.C2EDim]] * e_bln_c_s[c2ce],

From 7917c511febfa52ef3704a1dfa82989f785eea86 Mon Sep 17 00:00:00 2001
From: Hannes Vogt <vogt@hey.com>
Date: Wed, 8 Jan 2025 08:35:36 +0100
Subject: [PATCH 07/53] update versions (temporarily)

---
 model/common/pyproject.toml | 2 +-
 pyproject.toml              | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/model/common/pyproject.toml b/model/common/pyproject.toml
index e12dd2deb5..197fabb779 100644
--- a/model/common/pyproject.toml
+++ b/model/common/pyproject.toml
@@ -38,7 +38,7 @@ version = "0.0.6"
 all = ["icon4py-common[dace,distributed,io]"]
 cuda11 = ['cupy-cuda11x>=13.0', 'gt4py[cuda11]']
 cuda12 = ['cupy-cuda12x>=13.0', 'gt4py[cuda12]']
-dace = ["gt4py[dace]"]
+dace = ["dace>=1.0", "gt4py[dace]"]
 distributed = ["ghex>=0.3.0", "mpi4py>=3.1.5"]
 io = [
   # external dependencies
diff --git a/pyproject.toml b/pyproject.toml
index 220cab9bb8..ee004742b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,7 +109,7 @@ explicit = true
 
 [tool.uv.sources]
 # ghex = { git = "https://github.com/ghex-org/GHEX.git", branch = "master"}
-gt4py = { git = "https://github.com/GridTools/gt4py.git", branch = "main" }
+gt4py = { git = "https://github.com/tehrengruber/gt4py", branch = "fvm_staging4" } # TODO
 icon4py-atmosphere-advection = { workspace = true }
 icon4py-atmosphere-diffusion = { workspace = true }
 icon4py-atmosphere-dycore = { workspace = true }

From 64b12d38ce408ff7d7cb3f0bc9524f78d9e901ba Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 11:37:25 +0100
Subject: [PATCH 08/53] switch gt4py branch to dace-gtir-scan

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d992f03ec5..fec3a9dd53 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ explicit = true
 
 [tool.uv.sources]
 # ghex = { git = "https://github.com/ghex-org/GHEX.git", branch = "master"}
-gt4py = { git = "https://github.com/tehrengruber/gt4py", branch = "fvm_staging4" } # TODO
+gt4py = { git = "https://github.com/edopao/gt4py", branch = "dace-gtir-scan" } # TODO
 icon4py-atmosphere-advection = { workspace = true }
 icon4py-atmosphere-diffusion = { workspace = true }
 icon4py-atmosphere-dycore = { workspace = true }

From 150d48cbb43c1f78c619570ac49a5b14c5ad3b48 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 12:00:40 +0100
Subject: [PATCH 09/53] update uv lock

---
 uv.lock | 1232 +++++++++++++++++++++++++++++++------------------------
 1 file changed, 694 insertions(+), 538 deletions(-)

diff --git a/uv.lock b/uv.lock
index c2fc06679d..5053626116 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,10 +1,10 @@
 version = 1
 requires-python = ">=3.10"
 resolution-markers = [
-    "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
-    "python_full_version == '3.12.*'",
     "python_full_version >= '3.13'",
+    "python_full_version == '3.12.*'",
+    "python_full_version == '3.11.*'",
+    "python_full_version < '3.11'",
 ]
 conflicts = [[
     { package = "icon4py", extra = "cuda11" },
@@ -81,11 +81,11 @@ wheels = [
 
 [[package]]
 name = "argcomplete"
-version = "3.5.2"
+version = "3.5.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/7f/03/581b1c29d88fffaa08abbced2e628c34dd92d32f1adaed7e42fc416938b0/argcomplete-3.5.2.tar.gz", hash = "sha256:23146ed7ac4403b70bd6026402468942ceba34a6732255b9edf5b7354f68a6bb", size = 82341 }
+sdist = { url = "https://files.pythonhosted.org/packages/0c/be/6c23d80cb966fb8f83fb1ebfb988351ae6b0554d0c3a613ee4531c026597/argcomplete-3.5.3.tar.gz", hash = "sha256:c12bf50eded8aebb298c7b7da7a5ff3ee24dffd9f5281867dfe1424b58c55392", size = 72999 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a9/37/3fa718aaadd36e073891138dc3ebd919a71bafd4881c97d8a133265af191/argcomplete-3.5.2-py3-none-any.whl", hash = "sha256:036d020d79048a5d525bc63880d7a4b8d1668566b8a76daf1144c0bbe0f63472", size = 43506 },
+    { url = "https://files.pythonhosted.org/packages/c4/08/2a4db06ec3d203124c967fc89295e85a202e5cbbcdc08fd6a64b65217d1e/argcomplete-3.5.3-py3-none-any.whl", hash = "sha256:2ab2c4a215c59fd6caaff41a869480a23e8f6a5f910b266c1808037f4e375b61", size = 43569 },
 ]
 
 [[package]]
@@ -286,7 +286,7 @@ wheels = [
 
 [[package]]
 name = "bump-my-version"
-version = "0.28.3"
+version = "0.29.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -298,22 +298,22 @@ dependencies = [
     { name = "tomlkit" },
     { name = "wcmatch" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9f/8b/0c53a031c3ec706900ae4a52733d1ece3fe24dbcc9ad4073e69fbb4c80ce/bump_my_version-0.28.3.tar.gz", hash = "sha256:37086aaae3e1a0ffcfa82111cf271850d5ffbe1997a17b1630f2437d8a9a5160", size = 1013463 }
+sdist = { url = "https://files.pythonhosted.org/packages/a1/53/277e3748f0e45758210e971ed2c54c93f1f768a5bc9c66f8cb58a604a415/bump_my_version-0.29.0.tar.gz", hash = "sha256:e4149ed63b4772f5868b3fcabb8fa5e1191b8abae6d35effd0be980d4b0f55e3", size = 1013425 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6a/c5/6ba8d3764373d7896c313b70fa519df07e8aa314134096521ca277990516/bump_my_version-0.28.3-py3-none-any.whl", hash = "sha256:d853bf0e92bf83beed88e129b9cb7e20eeacc87617bf4a7c2d78f6154cf2ba16", size = 52054 },
+    { url = "https://files.pythonhosted.org/packages/00/59/0c78849320b0dbe17f7e67a125b6c4adcbba069c4993bf4064aea42add13/bump_my_version-0.29.0-py3-none-any.whl", hash = "sha256:6566ab25bd3eeeec109f4ac7e4464227a3ac1fd57f847d259a24800423cd9037", size = 52132 },
 ]
 
 [[package]]
 name = "cachecontrol"
-version = "0.14.1"
+version = "0.14.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "msgpack" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d2/23/db12e0b6b241e33f77f7cce01a06b4cc6f8071728656cc0ea262d2a14dad/cachecontrol-0.14.1.tar.gz", hash = "sha256:06ef916a1e4eb7dba9948cdfc9c76e749db2e02104a9a1277e8b642591a0f717", size = 28928 }
+sdist = { url = "https://files.pythonhosted.org/packages/b7/a4/3390ac4dfa1773f661c8780368018230e8207ec4fd3800d2c0c3adee4456/cachecontrol-0.14.2.tar.gz", hash = "sha256:7d47d19f866409b98ff6025b6a0fca8e4c791fb31abbd95f622093894ce903a2", size = 28832 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f1/aa/481eb52af52aae093c61c181f2308779973ffd6f0f5f6c0881b2138f3087/cachecontrol-0.14.1-py3-none-any.whl", hash = "sha256:65e3abd62b06382ce3894df60dde9e0deb92aeb734724f68fa4f3b91e97206b9", size = 22085 },
+    { url = "https://files.pythonhosted.org/packages/c8/63/baffb44ca6876e7b5fc8fe17b24a7c07bf479d604a592182db9af26ea366/cachecontrol-0.14.2-py3-none-any.whl", hash = "sha256:ebad2091bf12d0d200dfc2464330db638c5deb41d546f6d7aca079e87290f3b0", size = 21780 },
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 [package.optional-dependencies]
@@ -488,83 +488,75 @@ wheels = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/f2/4f/e1808dc01273379acc506d18f1504eb2d299bd4131743b9fc54d7be4df1e/charset_normalizer-3.4.0.tar.gz", hash = "sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e", size = 106620 }
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-    { url = "https://files.pythonhosted.org/packages/ce/d9/5f4c13cecde62396b0d3fe530a50ccea91e7dfc1ccf0e09c228841bb5ba8/urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac", size = 126338 },
+    { url = "https://files.pythonhosted.org/packages/c8/19/4ec628951a74043532ca2cf5d97b7b14863931476d117c471e8e2b1eb39f/urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df", size = 128369 },
 ]
 
 [[package]]
@@ -4399,16 +4530,16 @@ wheels = [
 
 [[package]]
 name = "virtualenv"
-version = "20.28.0"
+version = "20.28.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "distlib" },
     { name = "filelock" },
     { name = "platformdirs" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/bf/75/53316a5a8050069228a2f6d11f32046cfa94fbb6cc3f08703f59b873de2e/virtualenv-20.28.0.tar.gz", hash = "sha256:2c9c3262bb8e7b87ea801d715fae4495e6032450c71d2309be9550e7364049aa", size = 7650368 }
+sdist = { url = "https://files.pythonhosted.org/packages/50/39/689abee4adc85aad2af8174bb195a819d0be064bf55fcc73b49d2b28ae77/virtualenv-20.28.1.tar.gz", hash = "sha256:5d34ab240fdb5d21549b76f9e8ff3af28252f5499fb6d6f031adac4e5a8c5329", size = 7650532 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/10/f9/0919cf6f1432a8c4baa62511f8f8da8225432d22e83e3476f5be1a1edc6e/virtualenv-20.28.0-py3-none-any.whl", hash = "sha256:23eae1b4516ecd610481eda647f3a7c09aea295055337331bb4e6892ecce47b0", size = 4276702 },
+    { url = "https://files.pythonhosted.org/packages/51/8f/dfb257ca6b4e27cb990f1631142361e4712badab8e3ca8dc134d96111515/virtualenv-20.28.1-py3-none-any.whl", hash = "sha256:412773c85d4dab0409b83ec36f7a6499e72eaf08c80e81e9576bca61831c71cb", size = 4276719 },
 ]
 
 [[package]]
@@ -4458,16 +4589,16 @@ wheels = [
 
 [[package]]
 name = "xarray"
-version = "2024.11.0"
+version = "2025.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy" },
     { name = "packaging" },
     { name = "pandas" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3f/d6/5ae0a721bd6cac85b30cff6b119dc6b5e73b735aacbfb43d3ed2680504d7/xarray-2024.11.0.tar.gz", hash = "sha256:1ccace44573ddb862e210ad3ec204210654d2c750bec11bbe7d842dfc298591f", size = 3247277 }
+sdist = { url = "https://files.pythonhosted.org/packages/c5/e7/e42216792114b13db0f026ca3485ce163145df9cea8b5b81ff296b113869/xarray-2025.1.1.tar.gz", hash = "sha256:1a3011d00ca92a94ba31b297c2eccd310b87a7dacf5acc8d0468385d4a834342", size = 3257038 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/40/ed/1c4631ad5909487ea8907cd326d9855c2207d790e3936e77bda48173b8be/xarray-2024.11.0-py3-none-any.whl", hash = "sha256:6ee94f63ddcbdd0cf3909d1177f78cdac756640279c0e32ae36819a89cdaba37", size = 1231951 },
+    { url = "https://files.pythonhosted.org/packages/14/78/cd4d5294e0a7294243d332fdd00a020942faa41472e694f2552976a5fe39/xarray-2025.1.1-py3-none-any.whl", hash = "sha256:8a69d17c1e4ad09664fd0bc2dbb398e7368eda25bd19456fb919a6eb6490fb72", size = 1241687 },
 ]
 
 [package.optional-dependencies]
@@ -4489,7 +4620,8 @@ complete = [
     { name = "scipy" },
     { name = "seaborn" },
     { name = "sparse" },
-    { name = "zarr" },
+    { name = "zarr", version = "2.18.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "zarr", version = "3.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
 ]
 
 [[package]]
@@ -4522,17 +4654,41 @@ wheels = [
 name = "zarr"
 version = "2.18.3"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.11'",
+]
 dependencies = [
-    { name = "asciitree" },
-    { name = "fasteners", marker = "sys_platform != 'emscripten' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
-    { name = "numcodecs" },
-    { name = "numpy" },
+    { name = "asciitree", marker = "python_full_version < '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "fasteners", marker = "(python_full_version < '3.11' and sys_platform != 'emscripten') or (python_full_version >= '3.11' and extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12') or (sys_platform == 'emscripten' and extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "numcodecs", version = "0.13.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "numpy", marker = "python_full_version < '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/23/c4/187a21ce7cf7c8f00c060dd0e04c2a81139bb7b1ab178bba83f2e1134ce2/zarr-2.18.3.tar.gz", hash = "sha256:2580d8cb6dd84621771a10d31c4d777dca8a27706a1a89b29f42d2d37e2df5ce", size = 3603224 }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/ed/c9/142095e654c2b97133ff71df60979422717b29738b08bc8a1709a5d5e0d0/zarr-2.18.3-py3-none-any.whl", hash = "sha256:b1f7dfd2496f436745cdd4c7bcf8d3b4bc1dceef5fdd0d589c87130d842496dd", size = 210723 },
 ]
 
+[[package]]
+name = "zarr"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version == '3.12.*'",
+    "python_full_version == '3.11.*'",
+]
+dependencies = [
+    { name = "donfig", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "numcodecs", version = "0.14.1", source = { registry = "https://pypi.org/simple" }, extra = ["crc32c"], marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "numpy", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "packaging", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "typing-extensions", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/91/07/438aa4eb6e59688ce45fc5116f068bfb6d7af7347cb785172016f6de8f56/zarr-3.0.0.tar.gz", hash = "sha256:d491480e35d344125671d7300ddcd5fd86d5ec060480d79bd450d203a98b9cda", size = 1142723 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c1/f4/6ce97d2efcc05896a84a41783a7dc2ed9069a3b1a116194ffc3a6ed7e45e/zarr-3.0.0-py3-none-any.whl", hash = "sha256:ed6d6c801f14a379507c15a93653120ad4cccc3c3647f707fee179c6ed9716ca", size = 181049 },
+]
+
 [[package]]
 name = "zict"
 version = "3.0.0"

From c26c2354bc2eea8cc7a17e5d5f2ac9101ac1fde8 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 12:00:51 +0100
Subject: [PATCH 10/53] update dace CI-config

---
 ci/dace.yml | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/ci/dace.yml b/ci/dace.yml
index c288f6fbdb..324b747e3b 100644
--- a/ci/dace.yml
+++ b/ci/dace.yml
@@ -4,11 +4,13 @@ include:
 .test_model_stencils:
   stage: test
   script:
-    - nox -s test_model_stencils-3.10 -- --backend=$BACKEND --grid=$GRID
+    - nox -s "test_model_stencils-3.10(subpackage='$COMPONENT')" -- --backend=$BACKEND --grid=$GRID
   parallel:
     matrix:
     - BACKEND: [dace_cpu, dace_gpu]
       GRID: [simple_grid, icon_grid]
+      # TODO(edopao): Add more components once they work fine with DaCe 
+      COMPONENT: [atmosphere/diffusion, atmosphere/dycore]
 test_model_stencils_x86_64:
   extends: [.test_model_stencils, .test_template_x86_64]
 test_model_stencils_aarch64:
@@ -20,9 +22,9 @@ test_model_stencils_aarch64:
     - nox -s "test_model_datatest-3.10(subpackage='$COMPONENT')" -- --backend=$BACKEND
   parallel:
     matrix:
-    # TODO(edopao): Add more components once they work fine with DaCe 
-    - COMPONENT: [atmosphere/diffusion, atmosphere/dycore]
-      BACKEND: [dace_cpu]
+    - BACKEND: [dace_cpu]
+      # TODO(edopao): Add more components once they work fine with DaCe 
+      COMPONENT: [atmosphere/diffusion, atmosphere/dycore]
 test_model_datatests_x86_64:
   extends: [.test_model_datatests, .test_template_x86_64]
 test_model_datatests_aarch64:
@@ -31,12 +33,13 @@ test_model_datatests_aarch64:
 .benchmark_model_stencils:
   stage: benchmark
   script:
-    # force execution of tests where validation is expected to fail, because the reason for failure is wrong numpy reference
-    - nox -s benchmark_model-3.10  -- --backend=$BACKEND --grid=$GRID --runxfail
+    - nox -s "benchmark_model-3.10(subpackage='$COMPONENT')"  -- --backend=$BACKEND --grid=$GRID
   parallel:
     matrix:
     - BACKEND: [dace_cpu, dace_gpu]
       GRID: [icon_grid, icon_grid_global]
+      # TODO(edopao): Add more components once they work fine with DaCe 
+      COMPONENT: [atmosphere/diffusion, atmosphere/dycore]
 benchmark_model_stencils_x86_64:
   extends: [.benchmark_model_stencils, .test_template_x86_64]
 benchmark_model_stencils_aarch64:

From b627c714905b0bd760c750454d1021996032a85a Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 12:16:16 +0100
Subject: [PATCH 11/53] pytest marker for tests that require concat_where

---
 ...test_fused_velocity_advection_stencil_15_to_18.py |  1 +
 model/testing/src/icon4py/model/testing/helpers.py   | 12 +++++++++++-
 2 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
index e23e1ab669..c8b04a0ab9 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
@@ -41,6 +41,7 @@ class TestFusedVelocityAdvectionStencil15To18(StencilTest):
         "z_w_con_c_full",
         "ddt_w_adv",
     )
+    MARKER = (pytest.mark.requires_concat_where,)
 
     @staticmethod
     def _fused_velocity_advection_stencil_16_to_18(
diff --git a/model/testing/src/icon4py/model/testing/helpers.py b/model/testing/src/icon4py/model/testing/helpers.py
index e79b715247..4b3263c0f1 100644
--- a/model/testing/src/icon4py/model/testing/helpers.py
+++ b/model/testing/src/icon4py/model/testing/helpers.py
@@ -8,7 +8,7 @@
 
 import hashlib
 from dataclasses import dataclass, field
-from typing import ClassVar
+from typing import ClassVar, Optional
 
 import numpy as np
 import pytest
@@ -74,6 +74,11 @@ class Output:
 
 
 def _test_validation(self, grid, backend, input_data):
+    if self.MARKER is not None:
+        for marker in self.MARKER:
+            if marker.markname == "requires_concat_where":
+                pytest.xfail("test requires concat_where")
+
     reference_outputs = self.reference(
         grid,
         **{k: v.asnumpy() if isinstance(v, gt_common.Field) else v for k, v in input_data.items()},
@@ -107,6 +112,10 @@ def _test_execution_benchmark(self, pytestconfig, grid, backend, input_data, ben
         ):  # skipping as otherwise program calls are duplicated in tests.
             pytest.skip("Test skipped due to 'benchmark-disable' option.")
         else:
+            if self.MARKER is not None:
+                for marker in self.MARKER:
+                    if marker.markname == "requires_concat_where":
+                        pytest.xfail("test requires concat_where")
             input_data = allocate_data(backend, input_data)
             benchmark(
                 self.PROGRAM.with_backend(backend),
@@ -141,6 +150,7 @@ class StencilTest:
 
     PROGRAM: ClassVar[Program]
     OUTPUTS: ClassVar[tuple[str | Output, ...]]
+    MARKER: Optional[tuple] = None
 
     def __init_subclass__(cls, **kwargs):
         # Add two methods for verification and benchmarking. In order to have names that

From b80e5b7c28f7c8701868d79d749bab86f2b69170 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 13:16:47 +0100
Subject: [PATCH 12/53] update lock file

---
 uv.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uv.lock b/uv.lock
index 5053626116..2b350390ad 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan#9eb0c20857cd2522c822594e80c19ea23a564058" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan#76168b3c4660ef27d1376a7c7775390fc5cbee1c" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },

From 042f7dd227f76108db90ad822ac6f17de269e99a Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 14:57:04 +0100
Subject: [PATCH 13/53] disable orchestration tests

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py  | 10 ++++++++--
 ...est_solve_tridiagonal_matrix_for_w_forward_sweep.py |  4 ++--
 model/testing/src/icon4py/model/testing/helpers.py     |  4 ++++
 3 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index dc8b253bd7..8b7bdf4ecf 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -403,8 +403,11 @@ def test_run_diffusion_single_step(
     backend,
     orchestration,
 ):
-    if orchestration and ("dace" not in backend.name.lower()):
+    if orchestration and not helpers.is_dace(backend):
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
+    if orchestration and helpers.is_dace(backend):
+        # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
+        pytest.xfail(f"dace orchestration not supported yet in GTIR")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
@@ -639,8 +642,11 @@ def test_run_diffusion_initial_step(
     backend,
     orchestration,
 ):
-    if orchestration and ("dace" not in backend.name.lower()):
+    if orchestration and not helpers.is_dace(backend):
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
+    if orchestration and helpers.is_dace(backend):
+        # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
+        pytest.xfail(f"dace orchestration not supported yet in GTIR")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_solve_tridiagonal_matrix_for_w_forward_sweep.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_solve_tridiagonal_matrix_for_w_forward_sweep.py
index 525fccc156..b2a0c581c3 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_solve_tridiagonal_matrix_for_w_forward_sweep.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_solve_tridiagonal_matrix_for_w_forward_sweep.py
@@ -7,7 +7,7 @@
 # SPDX-License-Identifier: BSD-3-Clause
 import gt4py.next as gtx
 import numpy as np
-from gt4py.next.program_processors.runners.gtfn import run_gtfn
+from gt4py.next.program_processors.runners.dace import run_dace_cpu
 
 from icon4py.model.atmosphere.dycore.stencils.solve_tridiagonal_matrix_for_w_forward_sweep import (
     solve_tridiagonal_matrix_for_w_forward_sweep,
@@ -87,7 +87,7 @@ def test_solve_tridiagonal_matrix_for_w_forward_sweep():
     v_start = 1
     v_end = gtx.int32(grid.num_levels)
     # TODO we run this test with the C++ backend as the `embedded` backend doesn't handle this pattern
-    solve_tridiagonal_matrix_for_w_forward_sweep.with_backend(run_gtfn)(
+    solve_tridiagonal_matrix_for_w_forward_sweep.with_backend(run_dace_cpu)(
         vwind_impl_wgt=vwind_impl_wgt,
         theta_v_ic=theta_v_ic,
         ddqz_z_half=ddqz_z_half,
diff --git a/model/testing/src/icon4py/model/testing/helpers.py b/model/testing/src/icon4py/model/testing/helpers.py
index 4b3263c0f1..000729a789 100644
--- a/model/testing/src/icon4py/model/testing/helpers.py
+++ b/model/testing/src/icon4py/model/testing/helpers.py
@@ -41,6 +41,10 @@ def is_python(backend) -> bool:
     return is_embedded(backend) or is_roundtrip(backend)
 
 
+def is_dace(backend) -> bool:
+    return backend.name.startswith("run_dace_") if backend else False
+
+
 def is_embedded(backend) -> bool:
     return backend is None
 

From 78d81ce35e3a9d61140d851d3b1575bcd7bb932a Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 10 Jan 2025 15:43:51 +0100
Subject: [PATCH 14/53] disable orchestration tests (1)

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index 8b7bdf4ecf..57ca86ecb9 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -407,7 +407,7 @@ def test_run_diffusion_single_step(
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
     if orchestration and helpers.is_dace(backend):
         # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
-        pytest.xfail(f"dace orchestration not supported yet in GTIR")
+        pytest.xfail("dace orchestration not supported yet in GTIR")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
@@ -505,8 +505,11 @@ def test_run_diffusion_multiple_steps(
     backend,
     icon_grid,
 ):
-    if "dace" not in backend.name.lower():
-        raise pytest.skip("This test is only executed for DaCe backends.")
+    if not helpers.is_dace(backend):
+        pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
+    if helpers.is_dace(backend):
+        # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
+        pytest.xfail("dace orchestration not supported yet in GTIR")
     ######################################################################
     # Diffusion initialization
     ######################################################################
@@ -646,7 +649,7 @@ def test_run_diffusion_initial_step(
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
     if orchestration and helpers.is_dace(backend):
         # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
-        pytest.xfail(f"dace orchestration not supported yet in GTIR")
+        pytest.xfail("dace orchestration not supported yet in GTIR")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)

From 363cc2a33072a7dd1543016fff177c64118496ac Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 10:58:25 +0100
Subject: [PATCH 15/53] update uv lock

---
 pyproject.toml |   2 +-
 uv.lock        | 230 ++++++++++++++++++++++++-------------------------
 2 files changed, 116 insertions(+), 116 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index fec3a9dd53..37608d28fc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ explicit = true
 
 [tool.uv.sources]
 # ghex = { git = "https://github.com/ghex-org/GHEX.git", branch = "master"}
-gt4py = { git = "https://github.com/edopao/gt4py", branch = "dace-gtir-scan" } # TODO
+gt4py = { git = "https://github.com/edopao/gt4py", branch = "dace-gtir" } # TODO
 icon4py-atmosphere-advection = { workspace = true }
 icon4py-atmosphere-diffusion = { workspace = true }
 icon4py-atmosphere-dycore = { workspace = true }
diff --git a/uv.lock b/uv.lock
index 2b350390ad..90cce4cfb1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -570,28 +570,28 @@ wheels = [
 
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 [[package]]
@@ -1246,15 +1246,15 @@ wheels = [
 
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 name = "faker"
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+version = "33.3.1"
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 [[package]]
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan#76168b3c4660ef27d1376a7c7775390fc5cbee1c" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#2bb102a3880221618d434c58e2cd0faa7c61a1e5" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },
@@ -1794,7 +1794,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1811,7 +1811,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1828,7 +1828,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1845,7 +1845,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
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@@ -1914,10 +1914,10 @@ requires-dist = [
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     { name = "datashader", marker = "extra == 'io'", specifier = ">=0.16.1" },
     { name = "ghex", marker = "extra == 'distributed'", specifier = ">=0.3.0" },
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-    { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'", git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan" },
-    { name = "gt4py", extras = ["dace"], marker = "extra == 'dace'", git = "https://github.com/edopao/gt4py?branch=dace-gtir-scan" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=dace-gtir" },
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 [[package]]

From 6481b65e43c47713e67ecf2294774506f06be336 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 10:59:59 +0100
Subject: [PATCH 16/53] enable orchestration test cases in diffusion module

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py    | 9 ---------
 1 file changed, 9 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index 57ca86ecb9..451a4daba1 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -405,9 +405,6 @@ def test_run_diffusion_single_step(
 ):
     if orchestration and not helpers.is_dace(backend):
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
-    if orchestration and helpers.is_dace(backend):
-        # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
-        pytest.xfail("dace orchestration not supported yet in GTIR")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
@@ -507,9 +504,6 @@ def test_run_diffusion_multiple_steps(
 ):
     if not helpers.is_dace(backend):
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
-    if helpers.is_dace(backend):
-        # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
-        pytest.xfail("dace orchestration not supported yet in GTIR")
     ######################################################################
     # Diffusion initialization
     ######################################################################
@@ -647,9 +641,6 @@ def test_run_diffusion_initial_step(
 ):
     if orchestration and not helpers.is_dace(backend):
         pytest.skip(f"running backend = '{backend.name}': orchestration only on dace backends")
-    if orchestration and helpers.is_dace(backend):
-        # TODO(edopao): remove once https://github.com/GridTools/gt4py/pull/1742 is merged
-        pytest.xfail("dace orchestration not supported yet in GTIR")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)

From e78cf66687a2af6aa21dc336fc086f70eb06c892 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 12:13:52 +0100
Subject: [PATCH 17/53] fix parameterization of dace orchestration

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py         | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index 451a4daba1..710c75950d 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -388,7 +388,7 @@ def test_verify_diffusion_init_against_savepoint(
         (dt_utils.GLOBAL_EXPERIMENT, "2000-01-01T00:00:02.000", "2000-01-01T00:00:02.000"),
     ],
 )
-@pytest.mark.parametrize("ndyn_substeps, orchestration", [(2, [True, False])])
+@pytest.mark.parametrize("ndyn_substeps, orchestration", [(2, False) , (2, True)])
 def test_run_diffusion_single_step(
     savepoint_diffusion_init,
     savepoint_diffusion_exit,
@@ -624,7 +624,7 @@ def test_run_diffusion_multiple_steps(
 
 @pytest.mark.datatest
 @pytest.mark.parametrize("experiment", [dt_utils.REGIONAL_EXPERIMENT])
-@pytest.mark.parametrize("linit, orchestration", [(True, [True, False])])
+@pytest.mark.parametrize("linit, orchestration", [(True, False), (True, True)])
 def test_run_diffusion_initial_step(
     experiment,
     linit,

From d15c2f60d095c080c78c5bad5ce83aed324b2882 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 12:16:36 +0100
Subject: [PATCH 18/53] update uv lock

---
 uv.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uv.lock b/uv.lock
index 90cce4cfb1..56523ec676 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#2bb102a3880221618d434c58e2cd0faa7c61a1e5" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#a002d3545968c33b124750b3fd49ccc89a2813aa" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },

From f0eca784a4f4d3eebbb34aa204eb70c11f3cb4a8 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 16:29:01 +0100
Subject: [PATCH 19/53] Fix some errors in orchestration decorator

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py         | 2 +-
 .../src/icon4py/model/common/orchestration/decorator.py       | 4 ++--
 .../src/icon4py/model/common/orchestration/halo_exchange.py   | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index 710c75950d..1b59485579 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -388,7 +388,7 @@ def test_verify_diffusion_init_against_savepoint(
         (dt_utils.GLOBAL_EXPERIMENT, "2000-01-01T00:00:02.000", "2000-01-01T00:00:02.000"),
     ],
 )
-@pytest.mark.parametrize("ndyn_substeps, orchestration", [(2, False) , (2, True)])
+@pytest.mark.parametrize("ndyn_substeps, orchestration", [(2, False), (2, True)])
 def test_run_diffusion_single_step(
     savepoint_diffusion_init,
     savepoint_diffusion_exit,
diff --git a/model/common/src/icon4py/model/common/orchestration/decorator.py b/model/common/src/icon4py/model/common/orchestration/decorator.py
index 37fcc8be3f..903e66f74d 100644
--- a/model/common/src/icon4py/model/common/orchestration/decorator.py
+++ b/model/common/src/icon4py/model/common/orchestration/decorator.py
@@ -638,8 +638,8 @@ def _concretize_symbols_for_dace_structure(dace_cls, orig_cls):
 
         return {
             **{
-                "CellDim_sym": grid.offset_providers["C2E"].table.shape[0],
-                "EdgeDim_sym": grid.offset_providers["E2C"].table.shape[0],
+                "CellDim_sym": grid.offset_providers["C2E"].ndarray.shape[0],
+                "EdgeDim_sym": grid.offset_providers["E2C"].ndarray.shape[0],
                 "KDim_sym": grid.num_levels,
             },
             **concretize_symbols_for_dace_structure,
diff --git a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
index a874d7a387..fd211a37c0 100644
--- a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
+++ b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
@@ -282,7 +282,7 @@ def __sdfg__(self, *args, **kwargs) -> dace.SDFG:
         sdfg = dace.SDFG("DummyNestedSDFG")
         state = sdfg.add_state()
 
-        sdfg.add_scalar(name="__return", dtype=dace.int32)
+        sdfg.add_array(name="__return", shape=[1], dtype=dace.int32)
 
         tasklet = dace.sdfg.nodes.Tasklet(
             "DummyNestedSDFG",

From 8307f04d4de52d6486d229e836ad855d13f3650a Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 23:17:21 +0100
Subject: [PATCH 20/53] update orchestrator decorator for gtir

---
 .../model/atmosphere/diffusion/diffusion.py   |  2 +-
 .../model/common/orchestration/decorator.py   | 19 ++-----------------
 2 files changed, 3 insertions(+), 18 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 f5462ee9bc..e73483f9cd 100644
--- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py
+++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py
@@ -463,7 +463,7 @@ def __init__(
 
         self._determine_horizontal_domains()
 
-        self.compile_time_connectivities = dace_orchestration.build_compile_time_connectivities(
+        self.compile_time_connectivities = gtx.common.offset_provider_to_type(
             self._grid.offset_providers
         )
 
diff --git a/model/common/src/icon4py/model/common/orchestration/decorator.py b/model/common/src/icon4py/model/common/orchestration/decorator.py
index 903e66f74d..8131592643 100644
--- a/model/common/src/icon4py/model/common/orchestration/decorator.py
+++ b/model/common/src/icon4py/model/common/orchestration/decorator.py
@@ -320,21 +320,6 @@ def wait(comm_handle: Union[int, decomposition.ExchangeResult]):
         comm_handle.wait()
 
 
-def build_compile_time_connectivities(
-    offset_providers: dict[str, gtx.common.Connectivity],
-) -> dict[str, gtx.common.Connectivity]:
-    connectivities = {}
-    for k, v in offset_providers.items():
-        if hasattr(v, "table"):
-            connectivities[k] = gtx.otf.arguments.CompileTimeConnectivity(
-                v.max_neighbors, v.has_skip_values, v.origin_axis, v.neighbor_axis, v.table.dtype
-            )
-        else:
-            connectivities[k] = v
-
-    return connectivities
-
-
 if dace:
 
     def to_dace_annotations(fuse_func: Callable) -> dict[str, Any]:
@@ -547,9 +532,9 @@ def dace_specific_kwargs(
         return {
             # connectivity tables at runtime
             **{
-                connectivity_identifier(k): v.table
+                connectivity_identifier(k): v.ndarray
                 for k, v in offset_providers.items()
-                if hasattr(v, "table")
+                if hasattr(v, "ndarray")
             },
             # GHEX C++ ptrs
             "__context_ptr": expose_cpp_ptr(exchange_obj._context)

From 242850e23b444fa9152a3e959781a1b657c0180f Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Mon, 13 Jan 2025 23:23:01 +0100
Subject: [PATCH 21/53] update uv lock

---
 uv.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uv.lock b/uv.lock
index 56523ec676..8acba1df1d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#a002d3545968c33b124750b3fd49ccc89a2813aa" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#26ccb89eb5ae7df035d70d925ff44bad7a11e532" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },

From 3624cd2b584c1ac75f2b0393e2a9389a1bc326b6 Mon Sep 17 00:00:00 2001
From: Christos Kotsalos <kotsaloscv@gmail.com>
Date: Tue, 14 Jan 2025 10:37:24 +0100
Subject: [PATCH 22/53] DaCe Orchestration: WIP

---
 .../src/icon4py/model/atmosphere/diffusion/diffusion.py   | 1 +
 .../src/icon4py/model/common/orchestration/decorator.py   | 8 --------
 2 files changed, 1 insertion(+), 8 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 e73483f9cd..59db16be16 100644
--- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py
+++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py
@@ -925,6 +925,7 @@ def orchestration_uid(self) -> str:
             "_backend",
             "_exchange",
             "_grid",
+            "compile_time_connectivities",
             *[
                 name
                 for name in self.__dict__.keys()
diff --git a/model/common/src/icon4py/model/common/orchestration/decorator.py b/model/common/src/icon4py/model/common/orchestration/decorator.py
index 8131592643..e491174cc1 100644
--- a/model/common/src/icon4py/model/common/orchestration/decorator.py
+++ b/model/common/src/icon4py/model/common/orchestration/decorator.py
@@ -190,14 +190,6 @@ def wrapper(*args, **kwargs):
             else:
                 return fuse_func(*args, **kwargs)
 
-        # Pytest does not clear the cache between runs in a proper way -pytest.mark.parametrize(...)-.
-        # This leads to corrupted cache and subsequent errors.
-        # To avoid this, we provide a way to clear the cache.
-        def clear_cache():
-            orchestrator_cache.clear()
-
-        wrapper.clear_cache = clear_cache
-
         return wrapper
 
     return _decorator(func) if func else _decorator

From 6c57fb2a7824d7601467c35faeec2d9485a2b618 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Tue, 14 Jan 2025 11:54:51 +0100
Subject: [PATCH 23/53] workaround for compile_time_connectivities

---
 .../src/icon4py/model/atmosphere/diffusion/diffusion.py     | 6 +++---
 1 file changed, 3 insertions(+), 3 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 59db16be16..d42fae3cd7 100644
--- a/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py
+++ b/model/atmosphere/diffusion/src/icon4py/model/atmosphere/diffusion/diffusion.py
@@ -463,9 +463,9 @@ def __init__(
 
         self._determine_horizontal_domains()
 
-        self.compile_time_connectivities = gtx.common.offset_provider_to_type(
-            self._grid.offset_providers
-        )
+        # TODO(edopao): we should call gtx.common.offset_provider_to_type()
+        # but this requires some changes in type inference.
+        self.compile_time_connectivities = self._grid.offset_providers
 
     def _allocate_temporary_fields(self):
         self.diff_multfac_vn = data_alloc.allocate_zero_field(

From e78f239525af4a99aa4ad8825343ae19a3d9dfba Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Tue, 14 Jan 2025 11:55:12 +0100
Subject: [PATCH 24/53] add gt4py_cache to gitignore

---
 .gitignore | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index 1e9a5d22f9..5ce0042e0e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,7 +17,7 @@ simple_mesh*.nc
 **/docs/_source/*.rst
 
 ### GT4Py ####
-.gt_cache/
+.gt4py_cache/
 
 # DaCe
 .dacecache

From 95eef9ca0573cd122d29e5dcd875777b3c5e6311 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Tue, 14 Jan 2025 23:42:44 +0100
Subject: [PATCH 25/53] update uv lock

---
 uv.lock | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/uv.lock b/uv.lock
index 8acba1df1d..a286f337b7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -561,11 +561,11 @@ wheels = [
 
 [[package]]
 name = "cloudpickle"
-version = "3.1.0"
+version = "3.1.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/97/c7/f746cadd08c4c08129215cf1b984b632f9e579fc781301e63da9e85c76c1/cloudpickle-3.1.0.tar.gz", hash = "sha256:81a929b6e3c7335c863c771d673d105f02efdb89dfaba0c90495d1c64796601b", size = 66155 }
+sdist = { url = "https://files.pythonhosted.org/packages/52/39/069100b84d7418bc358d81669d5748efb14b9cceacd2f9c75f550424132f/cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64", size = 22113 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/48/41/e1d85ca3cab0b674e277c8c4f678cf66a91cd2cecf93df94353a606fe0db/cloudpickle-3.1.0-py3-none-any.whl", hash = "sha256:fe11acda67f61aaaec473e3afe030feb131d78a43461b718185363384f1ba12e", size = 22021 },
+    { url = "https://files.pythonhosted.org/packages/7e/e8/64c37fadfc2816a7701fa8a6ed8d87327c7d54eacfbfb6edab14a2f2be75/cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e", size = 20992 },
 ]
 
 [[package]]
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#26ccb89eb5ae7df035d70d925ff44bad7a11e532" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#c724df65844f74b3e7ce54500d416a6cecd07361" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },
@@ -2454,11 +2454,11 @@ wheels = [
 
 [[package]]
 name = "more-itertools"
-version = "10.5.0"
+version = "10.6.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/51/78/65922308c4248e0eb08ebcbe67c95d48615cc6f27854b6f2e57143e9178f/more-itertools-10.5.0.tar.gz", hash = "sha256:5482bfef7849c25dc3c6dd53a6173ae4795da2a41a80faea6700d9f5846c5da6", size = 121020 }
+sdist = { url = "https://files.pythonhosted.org/packages/88/3b/7fa1fe835e2e93fd6d7b52b2f95ae810cf5ba133e1845f726f5a992d62c2/more-itertools-10.6.0.tar.gz", hash = "sha256:2cd7fad1009c31cc9fb6a035108509e6547547a7a738374f10bd49a09eb3ee3b", size = 125009 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/48/7e/3a64597054a70f7c86eb0a7d4fc315b8c1ab932f64883a297bdffeb5f967/more_itertools-10.5.0-py3-none-any.whl", hash = "sha256:037b0d3203ce90cca8ab1defbbdac29d5f993fc20131f3664dc8d6acfa872aef", size = 60952 },
+    { url = "https://files.pythonhosted.org/packages/23/62/0fe302c6d1be1c777cab0616e6302478251dfbf9055ad426f5d0def75c89/more_itertools-10.6.0-py3-none-any.whl", hash = "sha256:6eb054cb4b6db1473f6e15fcc676a08e4732548acd47c708f0e179c2c7c01e89", size = 63038 },
 ]
 
 [[package]]
@@ -3643,14 +3643,14 @@ wheels = [
 
 [[package]]
 name = "pyviz-comms"
-version = "3.0.3"
+version = "3.0.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "param" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0d/d6/21460c434d01fe94bd97b9a5b41726ae79b68024b634dcaf7d77f8254c6f/pyviz_comms-3.0.3.tar.gz", hash = "sha256:fde4a017c2213ecee63a9a6741431c845e42a5c7b1588e4a7ba2e4370c583728", size = 196501 }
+sdist = { url = "https://files.pythonhosted.org/packages/61/1c/220c1dd64eafabb361900aba0808d84394c8a33a978c63c74a658dde108f/pyviz_comms-3.0.4.tar.gz", hash = "sha256:d70e17555f7262c4884a6b7bc9ca19cb816507a032a334d9cb411b4546caff4c", size = 196973 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/81/3e/5a36494314e4780362b15a7e190095eec68366a0d512b5b532607c213a26/pyviz_comms-3.0.3-py3-none-any.whl", hash = "sha256:fd26951eebc7950106d481655d91ba06296d4cf352dffb1d03f88f959832448e", size = 83530 },
+    { url = "https://files.pythonhosted.org/packages/98/cc/ba051cfaef2525054e3367f2d5ff4df38f8f775125b3eebb82af4060026b/pyviz_comms-3.0.4-py3-none-any.whl", hash = "sha256:a40d17db26ec13cf975809633804e712bd24b473e77388c193c44043f85d0b25", size = 83830 },
 ]
 
 [[package]]

From 195cba655c0a32aac9b6da5c7d1b2caefadf0579 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 15 Jan 2025 11:45:21 +0100
Subject: [PATCH 26/53] update dace check for diffusion orchestration

---
 .../diffusion_tests/mpi_tests/test_parallel_diffusion.py  | 8 ++++----
 .../diffusion/tests/diffusion_tests/test_diffusion.py     | 6 ++++--
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/mpi_tests/test_parallel_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/mpi_tests/test_parallel_diffusion.py
index 3d23bb7f22..8c7aae1710 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/mpi_tests/test_parallel_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/mpi_tests/test_parallel_diffusion.py
@@ -13,7 +13,7 @@
 from icon4py.model.common.decomposition import definitions
 from icon4py.model.common.grid import vertical as v_grid
 from icon4py.model.common.utils import data_allocation as data_alloc
-from icon4py.model.testing import datatest_utils, parallel_helpers
+from icon4py.model.testing import datatest_utils, helpers, parallel_helpers
 
 from .. import utils
 
@@ -22,7 +22,7 @@
 @pytest.mark.parametrize("experiment", [datatest_utils.REGIONAL_EXPERIMENT])
 @pytest.mark.parametrize("ndyn_substeps", [2])
 @pytest.mark.parametrize("linit", [True, False])
-@pytest.mark.parametrize("orchestration", [True, False])
+@pytest.mark.parametrize("orchestration", [False, True])
 def test_parallel_diffusion(
     experiment,
     step_date_init,
@@ -44,7 +44,7 @@ def test_parallel_diffusion(
     backend,
     orchestration,
 ):
-    if orchestration and ("dace" not in backend.name.lower()):
+    if orchestration and not helpers.is_dace(backend):
         raise pytest.skip("This test is only executed for `dace backends.")
     caplog.set_level("INFO")
     parallel_helpers.check_comm_size(processor_props)
@@ -174,7 +174,7 @@ def test_parallel_diffusion_multiple_steps(
     caplog,
     backend,
 ):
-    if "dace" not in backend.name.lower():
+    if not helpers.is_dace(backend):
         raise pytest.skip("This test is only executed for `dace backends.")
     ######################################################################
     # Diffusion initialization
diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index 1b59485579..15b30c8b34 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -388,7 +388,8 @@ def test_verify_diffusion_init_against_savepoint(
         (dt_utils.GLOBAL_EXPERIMENT, "2000-01-01T00:00:02.000", "2000-01-01T00:00:02.000"),
     ],
 )
-@pytest.mark.parametrize("ndyn_substeps, orchestration", [(2, False), (2, True)])
+@pytest.mark.parametrize("ndyn_substeps", [2])
+@pytest.mark.parametrize("orchestration", [False, True])
 def test_run_diffusion_single_step(
     savepoint_diffusion_init,
     savepoint_diffusion_exit,
@@ -624,7 +625,8 @@ def test_run_diffusion_multiple_steps(
 
 @pytest.mark.datatest
 @pytest.mark.parametrize("experiment", [dt_utils.REGIONAL_EXPERIMENT])
-@pytest.mark.parametrize("linit, orchestration", [(True, False), (True, True)])
+@pytest.mark.parametrize("linit", [True, True])
+@pytest.mark.parametrize("orchestration", [False, True])
 def test_run_diffusion_initial_step(
     experiment,
     linit,

From eb500159898551552715cdffc1356fe826f9eef5 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 15 Jan 2025 11:47:50 +0100
Subject: [PATCH 27/53] update uv lock

---
 uv.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uv.lock b/uv.lock
index a286f337b7..1d6db9757f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#c724df65844f74b3e7ce54500d416a6cecd07361" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#fd266cb0f625434bbf7e7f31efff3e9f792ff761" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },

From ad1574d131bfde39930520a0d7b629edd59ea81f Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Thu, 16 Jan 2025 12:12:44 +0100
Subject: [PATCH 28/53] update uv lock

---
 uv.lock | 96 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 48 insertions(+), 48 deletions(-)

diff --git a/uv.lock b/uv.lock
index 1d6db9757f..7a5c798fec 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1466,7 +1466,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#fd266cb0f625434bbf7e7f31efff3e9f792ff761" }
+source = { git = "https://github.com/edopao/gt4py?branch=dace-gtir#b875eca595c8d3021330e7aa413171d92dc3e0ae" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },
@@ -3238,44 +3238,44 @@ wheels = [
 
 [[package]]
 name = "pyarrow"
-version = "18.1.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/7f/7b/640785a9062bb00314caa8a387abce547d2a420cf09bd6c715fe659ccffb/pyarrow-18.1.0.tar.gz", hash = "sha256:9386d3ca9c145b5539a1cfc75df07757dff870168c959b473a0bccbc3abc8c73", size = 1118671 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/1a/bb/8d4a1573f66e0684f190dd2b55fd0b97a7214de8882d58a3867e777bf640/pyarrow-18.1.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:e21488d5cfd3d8b500b3238a6c4b075efabc18f0f6d80b29239737ebd69caa6c", size = 29531620 },
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+    { url = "https://files.pythonhosted.org/packages/7b/2f/437922b902549228fb15814e8a26105bff2787ece466a8d886eb6699efad/pyarrow-19.0.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:5e8a28b918e2e878c918f6d89137386c06fe577cd08d73a6be8dafb317dc2d73", size = 40452210 },
+    { url = "https://files.pythonhosted.org/packages/36/ef/1d7975053af9d106da973bac142d0d4da71b7550a3576cc3e0b3f444d21a/pyarrow-19.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:29cd86c8001a94f768f79440bf83fee23963af5e7bc68ce3a7e5f120e17edf89", size = 42077618 },
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 [[package]]
@@ -4064,16 +4064,16 @@ wheels = [
 
 [[package]]
 name = "sparse"
-version = "0.15.4"
+version = "0.15.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numba" },
     { name = "numpy" },
     { name = "scipy" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/26/6a/a1d00d932597c00509d333d9cde6f10d6c85470a3701455b0c48fc45886b/sparse-0.15.4.tar.gz", hash = "sha256:d4b1c57d24ff0f64f2fd5b5a95b49b7fb84ed207a26d7d58ce2764dcc5c72b84", size = 359721 }
+sdist = { url = "https://files.pythonhosted.org/packages/8c/97/ef70784ece46b7071f357f89f69ae8b120f7a2dff1a70f9747563b709683/sparse-0.15.5.tar.gz", hash = "sha256:4c76ce0c96f5cd5c31b7e79e650f0022424c2b16f05f10049e9c6381ee4be266", size = 359719 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1a/f2/8d5bc8cc6b822feac1cd671dac6fb0249a5202ad15ee9549d1a61d4141b5/sparse-0.15.4-py2.py3-none-any.whl", hash = "sha256:76ec76fee2aee82a84eb97155dd530a9644e3b1fdea2406bc4b454698b36d938", size = 237311 },
+    { url = "https://files.pythonhosted.org/packages/4f/37/fcb96b950a972dac48e0fc9e3c528130ca8d8d1e0f09e727df3c6342c7c8/sparse-0.15.5-py2.py3-none-any.whl", hash = "sha256:cf608731f8564916443427bca323fe118e8c25a712ddf02dbe7673a961139706", size = 117384 },
 ]
 
 [[package]]
@@ -4404,11 +4404,11 @@ wheels = [
 
 [[package]]
 name = "tomli-w"
-version = "1.1.0"
+version = "1.2.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/d4/19/b65f1a088ee23e37cdea415b357843eca8b1422a7b11a9eee6e35d4ec273/tomli_w-1.1.0.tar.gz", hash = "sha256:49e847a3a304d516a169a601184932ef0f6b61623fe680f836a2aa7128ed0d33", size = 6929 }
+sdist = { url = "https://files.pythonhosted.org/packages/19/75/241269d1da26b624c0d5e110e8149093c759b7a286138f4efd61a60e75fe/tomli_w-1.2.0.tar.gz", hash = "sha256:2dd14fac5a47c27be9cd4c976af5a12d87fb1f0b4512f81d69cce3b35ae25021", size = 7184 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/c7/18/c86eb8e0202e32dd3df50d43d7ff9854f8e0603945ff398974c1d91ac1ef/tomli_w-1.2.0-py3-none-any.whl", hash = "sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90", size = 6675 },
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 [[package]]
@@ -4530,16 +4530,16 @@ wheels = [
 
 [[package]]
 name = "virtualenv"
-version = "20.28.1"
+version = "20.29.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "distlib" },
     { name = "filelock" },
     { name = "platformdirs" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/50/39/689abee4adc85aad2af8174bb195a819d0be064bf55fcc73b49d2b28ae77/virtualenv-20.28.1.tar.gz", hash = "sha256:5d34ab240fdb5d21549b76f9e8ff3af28252f5499fb6d6f031adac4e5a8c5329", size = 7650532 }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/5d/8d625ebddf9d31c301f85125b78002d4e4401fe1c15c04dca58a54a3056a/virtualenv-20.29.0.tar.gz", hash = "sha256:6345e1ff19d4b1296954cee076baaf58ff2a12a84a338c62b02eda39f20aa982", size = 7658081 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/f0/d3/12687ab375bb0e077ea802a5128f7b45eb5de7a7c6cb576ccf9dd59ff80a/virtualenv-20.29.0-py3-none-any.whl", hash = "sha256:c12311863497992dc4b8644f8ea82d3b35bb7ef8ee82e6630d76d0197c39baf9", size = 4282443 },
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 [[package]]

From 6e2d8660d6320df3848dbc3963bffd07fdd21e24 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Tue, 21 Jan 2025 10:20:25 +0100
Subject: [PATCH 29/53] update test marker

---
 .../test_fused_velocity_advection_stencil_15_to_18.py  |  2 +-
 .../test_fused_velocity_advection_stencil_8_to_13.py   |  1 +
 model/testing/src/icon4py/model/testing/helpers.py     | 10 +++++-----
 3 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
index c8b04a0ab9..8544eb1eb3 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
@@ -41,7 +41,7 @@ class TestFusedVelocityAdvectionStencil15To18(StencilTest):
         "z_w_con_c_full",
         "ddt_w_adv",
     )
-    MARKER = (pytest.mark.requires_concat_where,)
+    MARKERS = (pytest.mark.requires_concat_where,)
 
     @staticmethod
     def _fused_velocity_advection_stencil_16_to_18(
diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py
index 69f38c0ccf..b4231b62a7 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py
@@ -33,6 +33,7 @@ class TestFusedVelocityAdvectionStencil8To13(StencilTest):
         "w_concorr_c",
         "z_w_con_c",
     )
+    MARKERS = (pytest.mark.requires_concat_where,)
 
     @staticmethod
     def reference(
diff --git a/model/testing/src/icon4py/model/testing/helpers.py b/model/testing/src/icon4py/model/testing/helpers.py
index 82b24aef38..5b4a5ba7f5 100644
--- a/model/testing/src/icon4py/model/testing/helpers.py
+++ b/model/testing/src/icon4py/model/testing/helpers.py
@@ -78,8 +78,8 @@ class Output:
 
 
 def _test_validation(self, grid, backend, input_data):
-    if self.MARKER is not None:
-        for marker in self.MARKER:
+    if self.MARKERS is not None:
+        for marker in self.MARKERS:
             if marker.markname == "requires_concat_where":
                 pytest.xfail("test requires concat_where")
 
@@ -117,8 +117,8 @@ def _test_execution_benchmark(self, pytestconfig, grid, backend, input_data, ben
         ):  # skipping as otherwise program calls are duplicated in tests.
             pytest.skip("Test skipped due to 'benchmark-disable' option.")
         else:
-            if self.MARKER is not None:
-                for marker in self.MARKER:
+            if self.MARKERS is not None:
+                for marker in self.MARKERS:
                     if marker.markname == "requires_concat_where":
                         pytest.xfail("test requires concat_where")
             input_data = allocate_data(backend, input_data)
@@ -155,7 +155,7 @@ class StencilTest:
 
     PROGRAM: ClassVar[Program]
     OUTPUTS: ClassVar[tuple[str | Output, ...]]
-    MARKER: Optional[tuple] = None
+    MARKERS: Optional[tuple] = None
 
     def __init_subclass__(cls, **kwargs):
         # Add two methods for verification and benchmarking. In order to have names that

From 35a52bd447ffce4a26af1b784aa5ef37b8f2be3e Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 22 Jan 2025 08:46:24 +0100
Subject: [PATCH 30/53] re-enable fused_velocity_advection_stencil_8_to_13 test

---
 .../test_fused_velocity_advection_stencil_8_to_13.py             | 1 -
 1 file changed, 1 deletion(-)

diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py
index b4231b62a7..69f38c0ccf 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_8_to_13.py
@@ -33,7 +33,6 @@ class TestFusedVelocityAdvectionStencil8To13(StencilTest):
         "w_concorr_c",
         "z_w_con_c",
     )
-    MARKERS = (pytest.mark.requires_concat_where,)
 
     @staticmethod
     def reference(

From 0c0cd702575f44a3d95967b7fa8ca43bf1603bef Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 22 Jan 2025 13:50:20 +0100
Subject: [PATCH 31/53] switch to gt4py main

---
 pyproject.toml |   4 +-
 uv.lock        | 550 ++++++++++++++++++++++++++++---------------------
 2 files changed, 315 insertions(+), 239 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 37608d28fc..c42c67a41e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -109,8 +109,8 @@ url = "https://test.pypi.org/simple/"
 explicit = true
 
 [tool.uv.sources]
-# ghex = { git = "https://github.com/ghex-org/GHEX.git", branch = "master"}
-gt4py = { git = "https://github.com/edopao/gt4py", branch = "dace-gtir" } # TODO
+# ghex = { git = "https://github.com/ghex-org/GHEX.git", branch = "master" }
+gt4py = { git = "https://github.com/GridTools/gt4py", branch = "main" }
 icon4py-atmosphere-advection = { workspace = true }
 icon4py-atmosphere-diffusion = { workspace = true }
 icon4py-atmosphere-dycore = { workspace = true }
diff --git a/uv.lock b/uv.lock
index 7a5c798fec..ee21a83688 100644
--- a/uv.lock
+++ b/uv.lock
@@ -983,7 +983,7 @@ sdist = { url = "https://files.pythonhosted.org/packages/f3/50/ded7cbbe9eccba2b5
 
 [[package]]
 name = "dask"
-version = "2024.12.1"
+version = "2025.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -995,15 +995,14 @@ dependencies = [
     { name = "pyyaml" },
     { name = "toolz" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b6/19/1d1e57c0fa24dfd241bbec46d4b70c37ec15e8071a7e06d43d327c8dafbb/dask-2024.12.1.tar.gz", hash = "sha256:bac809af21c2dd7eb06827bccbfc612504f3ee6435580e548af912828f823195", size = 10693689 }
+sdist = { url = "https://files.pythonhosted.org/packages/ff/41/43eb54e0f6d1ba971d5adcad8f0862b327af6a2041aa134acbcec630ad43/dask-2025.1.0.tar.gz", hash = "sha256:bb807586ff20f0f59f3d36fe34eb4a95f75a1aae2a775b521de6dd53727d2063", size = 10758681 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6d/5a/cdc78a77bb1c7290fd1ccfe6001437f99a2af63e28343299abd09336236e/dask-2024.12.1-py3-none-any.whl", hash = "sha256:1f32acddf1a6994e3af6734756f0a92467c47050bc29f3555bb9b140420e8e19", size = 1269300 },
+    { url = "https://files.pythonhosted.org/packages/91/a0/016d956a3fec193e3a5b466ca912944669c18dccc736b64a9e28ccdcc5f7/dask-2025.1.0-py3-none-any.whl", hash = "sha256:db86220c8d19bdf464cbe11a87a2c8f5d537acf586bb02eed6d61a302af5c2fd", size = 1371235 },
 ]
 
 [package.optional-dependencies]
 complete = [
     { name = "bokeh" },
-    { name = "dask-expr" },
     { name = "distributed" },
     { name = "jinja2" },
     { name = "lz4" },
@@ -1012,20 +1011,6 @@ complete = [
     { name = "pyarrow" },
 ]
 
-[[package]]
-name = "dask-expr"
-version = "1.1.21"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "dask" },
-    { name = "pandas" },
-    { name = "pyarrow" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/e2/d3/50af8a5826231a804b0286704ed7be494d685337e159bf600cb396fcfcf9/dask_expr-1.1.21.tar.gz", hash = "sha256:eb45de8e6fea1ce2608a431b4e03a484592defb1796665530c91386ffac581d3", size = 223929 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a9/99/60c73ccb5a272ff396bc766bfa3c9caa71484424983f0334070263a16581/dask_expr-1.1.21-py3-none-any.whl", hash = "sha256:2c2a9a0b0e66b26cf918679988f97e947bc936544f3a106102055adb9a9edeba", size = 244297 },
-]
-
 [[package]]
 name = "datashader"
 version = "0.16.3"
@@ -1076,6 +1061,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/99/2c/3e3afb1df3dc8a8deeb143f6ac41acbfdfae4f03a54c760871c56832a554/dependency_groups-1.3.0-py3-none-any.whl", hash = "sha256:1abf34d712deda5581e80d507512664d52b35d1c2d7caf16c85e58ca508547e0", size = 8597 },
 ]
 
+[[package]]
+name = "deprecated"
+version = "1.2.15"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "wrapt", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2e/a3/53e7d78a6850ffdd394d7048a31a6f14e44900adedf190f9a165f6b69439/deprecated-1.2.15.tar.gz", hash = "sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d", size = 2977612 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/8f/c7f227eb42cfeaddce3eb0c96c60cbca37797fa7b34f8e1aeadf6c5c0983/Deprecated-1.2.15-py2.py3-none-any.whl", hash = "sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320", size = 9941 },
+]
+
 [[package]]
 name = "devtools"
 version = "0.12.2"
@@ -1132,7 +1129,7 @@ wheels = [
 
 [[package]]
 name = "distributed"
-version = "2024.12.1"
+version = "2025.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -1151,9 +1148,9 @@ dependencies = [
     { name = "urllib3" },
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+    { url = "https://files.pythonhosted.org/packages/2d/82/f56956041adef78f849db6b289b282e72b55ab8045a75abad81898c28d19/wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8", size = 23594 },
+]
+
 [[package]]
 name = "xarray"
 version = "2025.1.1"
@@ -4621,7 +4697,7 @@ complete = [
     { name = "seaborn" },
     { name = "sparse" },
     { name = "zarr", version = "2.18.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
-    { name = "zarr", version = "3.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "zarr", version = "3.0.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
 ]
 
 [[package]]
@@ -4643,11 +4719,11 @@ wheels = [
 
 [[package]]
 name = "xyzservices"
-version = "2024.9.0"
+version = "2025.1.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a0/16/ae87cbd2d6bfc40a419077521c35aadf5121725b7bee3d7c51b56f50958b/xyzservices-2024.9.0.tar.gz", hash = "sha256:68fb8353c9dbba4f1ff6c0f2e5e4e596bb9e1db7f94f4f7dfbcb26e25aa66fde", size = 1131900 }
+sdist = { url = "https://files.pythonhosted.org/packages/47/11/3ae1c07b3446b643bec33822efeb0452e885a294172c4fe9551968211749/xyzservices-2025.1.0.tar.gz", hash = "sha256:5cdbb0907c20be1be066c6e2dc69c645842d1113a4e83e642065604a21f254ba", size = 1133574 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4c/d3/e07ce413d16ef64e885bea37551eac4c5ca3ddd440933f9c94594273d0d9/xyzservices-2024.9.0-py3-none-any.whl", hash = "sha256:776ae82b78d6e5ca63dd6a94abb054df8130887a4a308473b54a6bd364de8644", size = 85130 },
+    { url = "https://files.pythonhosted.org/packages/9a/6e/49408735dae940a0c1c225c6b908fd83bd6e3f5fae120f865754e72f78cb/xyzservices-2025.1.0-py3-none-any.whl", hash = "sha256:fa599956c5ab32dad1689960b3bb08fdcdbe0252cc82d84fc60ae415dc648907", size = 88368 },
 ]
 
 [[package]]
@@ -4670,7 +4746,7 @@ wheels = [
 
 [[package]]
 name = "zarr"
-version = "3.0.0"
+version = "3.0.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version >= '3.13'",
@@ -4679,14 +4755,14 @@ resolution-markers = [
 ]
 dependencies = [
     { name = "donfig", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
-    { name = "numcodecs", version = "0.14.1", source = { registry = "https://pypi.org/simple" }, extra = ["crc32c"], marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
+    { name = "numcodecs", version = "0.15.0", source = { registry = "https://pypi.org/simple" }, extra = ["crc32c"], marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
     { name = "numpy", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
     { name = "packaging", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
     { name = "typing-extensions", marker = "python_full_version >= '3.11' or (extra == 'extra-7-icon4py-cuda11' and extra == 'extra-7-icon4py-cuda12')" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/91/07/438aa4eb6e59688ce45fc5116f068bfb6d7af7347cb785172016f6de8f56/zarr-3.0.0.tar.gz", hash = "sha256:d491480e35d344125671d7300ddcd5fd86d5ec060480d79bd450d203a98b9cda", size = 1142723 }
+sdist = { url = "https://files.pythonhosted.org/packages/8c/40/096ceb30b86ea829031662dfcd1d3014a7e1634aff2bc72f3680c97e084c/zarr-3.0.1.tar.gz", hash = "sha256:033859c5603dc9c29e53af494ede24b42f1b761d2bb625466990a3b8a9afb792", size = 214607 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/5d/e7/f6e49d795824214864c3fa34c8074a42b3116dec03797d0d61a318417aa8/zarr-3.0.1-py3-none-any.whl", hash = "sha256:728a2132c4c6a5014fb8bbef8fbd71d5f0991d8f9066bc14e670595526c31a6b", size = 181389 },
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 [[package]]

From 9a2c63ebc5e3ceae686a1ea108ef82eef7e9f85a Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 22 Jan 2025 13:52:24 +0100
Subject: [PATCH 32/53] fix gt4py import

---
 .../src/icon4py/model/common/orchestration/decorator.py   | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/model/common/src/icon4py/model/common/orchestration/decorator.py b/model/common/src/icon4py/model/common/orchestration/decorator.py
index e491174cc1..496773ae44 100644
--- a/model/common/src/icon4py/model/common/orchestration/decorator.py
+++ b/model/common/src/icon4py/model/common/orchestration/decorator.py
@@ -55,9 +55,7 @@
 if dace:
     from dace import hooks
     from dace.transformation.passes.simplify import SimplifyPass
-    from gt4py.next.program_processors.runners.dace_common.utility import (
-        connectivity_identifier,
-    )
+    from gt4py.next.program_processors.runners.dace import utils as gtx_dace_utils
 
 
 P = ParamSpec("P")
@@ -169,7 +167,7 @@ def wrapper(*args, **kwargs):
                         {
                             k: v
                             for k, v in grid.offset_providers.items()
-                            if connectivity_identifier(k) in sdfg.arrays
+                            if gtx_dace_utils.connectivity_identifier(k) in sdfg.arrays
                         },
                     ),
                 }
@@ -524,7 +522,7 @@ def dace_specific_kwargs(
         return {
             # connectivity tables at runtime
             **{
-                connectivity_identifier(k): v.ndarray
+                gtir_dace_utils.connectivity_identifier(k): v.ndarray
                 for k, v in offset_providers.items()
                 if hasattr(v, "ndarray")
             },

From b404e095af5b69237d173fdd59b46108cd9af915 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 22 Jan 2025 15:27:34 +0100
Subject: [PATCH 33/53] switch gt4py to gtir-dace

---
 pyproject.toml |  2 +-
 uv.lock        | 32 ++++++++++++++++----------------
 2 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index c42c67a41e..0deb231989 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -110,7 +110,7 @@ explicit = true
 
 [tool.uv.sources]
 # ghex = { git = "https://github.com/ghex-org/GHEX.git", branch = "master" }
-gt4py = { git = "https://github.com/GridTools/gt4py", branch = "main" }
+gt4py = { git = "https://github.com/edopao/gt4py", branch = "gtir-dace" }
 icon4py-atmosphere-advection = { workspace = true }
 icon4py-atmosphere-diffusion = { workspace = true }
 icon4py-atmosphere-dycore = { workspace = true }
diff --git a/uv.lock b/uv.lock
index ee21a83688..e6ea7a802a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1463,7 +1463,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/GridTools/gt4py?branch=main#758ee037da2c15ce89510e9314eaa47507c9452a" }
+source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#47c6e09191c59255ccef9cbc5dcde09ba8cf875d" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },
@@ -1724,7 +1724,7 @@ dev = [
     { name = "icon4py-testing", editable = "model/testing" },
     { name = "mypy", extras = ["faster-cache"], specifier = ">=1.13.0" },
     { name = "myst-parser", specifier = ">=4.0.0" },
-    { name = "nox", git = "https://github.com/wntrblm/nox.git?rev=aa09595437608dfe21eb776d8a4bcc0bd5f9916b#aa09595437608dfe21eb776d8a4bcc0bd5f9916b" },
+    { name = "nox", git = "https://github.com/wntrblm/nox.git?rev=aa09595437608dfe21eb776d8a4bcc0bd5f9916b" },
     { name = "pip", specifier = ">=22.1.1" },
     { name = "pre-commit", specifier = ">=4.0.1" },
     { name = "pytest", specifier = ">=8.0.1" },
@@ -1764,7 +1764,7 @@ lint = [
 test = [
     { name = "coverage", extras = ["toml"], specifier = ">=7.5.0" },
     { name = "icon4py-testing", editable = "model/testing" },
-    { name = "nox", git = "https://github.com/wntrblm/nox.git?rev=aa09595437608dfe21eb776d8a4bcc0bd5f9916b#aa09595437608dfe21eb776d8a4bcc0bd5f9916b" },
+    { name = "nox", git = "https://github.com/wntrblm/nox.git?rev=aa09595437608dfe21eb776d8a4bcc0bd5f9916b" },
     { name = "pytest", specifier = ">=8.0.1" },
     { name = "pytest-benchmark", specifier = ">=5.0.0" },
     { name = "pytest-cache", specifier = ">=1.0" },
@@ -1791,7 +1791,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1808,7 +1808,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1825,7 +1825,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1842,7 +1842,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-common", editable = "model/common" },
     { name = "packaging", specifier = ">=20.0" },
 ]
@@ -1911,10 +1911,10 @@ requires-dist = [
     { name = "dace", marker = "extra == 'dace'", specifier = ">=1.0" },
     { name = "datashader", marker = "extra == 'io'", specifier = ">=0.16.1" },
     { name = "ghex", marker = "extra == 'distributed'", specifier = ">=0.3.0" },
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
-    { name = "gt4py", extras = ["cuda11"], marker = "extra == 'cuda11'", git = "https://github.com/GridTools/gt4py?branch=main" },
-    { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'", git = "https://github.com/GridTools/gt4py?branch=main" },
-    { name = "gt4py", extras = ["dace"], marker = "extra == 'dace'", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
+    { name = "gt4py", extras = ["cuda11"], marker = "extra == 'cuda11'", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
+    { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
+    { name = "gt4py", extras = ["dace"], marker = "extra == 'dace'", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "holoviews", marker = "extra == 'io'", specifier = ">=1.16.0" },
     { name = "icon4py-common", extras = ["dace", "distributed", "io"], marker = "extra == 'all'", editable = "model/common" },
     { name = "mpi4py", marker = "extra == 'distributed'", specifier = ">=3.1.5" },
@@ -1947,7 +1947,7 @@ dependencies = [
 requires-dist = [
     { name = "click", specifier = ">=8.0.1" },
     { name = "devtools", specifier = ">=0.12" },
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-atmosphere-diffusion", editable = "model/atmosphere/diffusion" },
     { name = "icon4py-atmosphere-dycore", editable = "model/atmosphere/dycore" },
     { name = "icon4py-common", editable = "model/common" },
@@ -1972,7 +1972,7 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-common", extras = ["io"], editable = "model/common" },
     { name = "numpy", specifier = ">=1.23.3" },
     { name = "packaging", specifier = ">=20.0" },
@@ -2014,9 +2014,9 @@ requires-dist = [
     { name = "cupy-cuda11x", marker = "extra == 'cuda11'", specifier = ">=13.0" },
     { name = "cupy-cuda12x", marker = "extra == 'cuda12'", specifier = ">=13.0" },
     { name = "fprettify", specifier = ">=0.3.7" },
-    { name = "gt4py", git = "https://github.com/GridTools/gt4py?branch=main" },
-    { name = "gt4py", extras = ["cuda11"], marker = "extra == 'cuda11'", git = "https://github.com/GridTools/gt4py?branch=main" },
-    { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'", git = "https://github.com/GridTools/gt4py?branch=main" },
+    { name = "gt4py", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
+    { name = "gt4py", extras = ["cuda11"], marker = "extra == 'cuda11'", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
+    { name = "gt4py", extras = ["cuda12"], marker = "extra == 'cuda12'", git = "https://github.com/edopao/gt4py?branch=gtir-dace" },
     { name = "icon4py-atmosphere-advection", editable = "model/atmosphere/advection" },
     { name = "icon4py-atmosphere-diffusion", editable = "model/atmosphere/diffusion" },
     { name = "icon4py-atmosphere-dycore", editable = "model/atmosphere/dycore" },

From d736f6a4ea1726119956f3879450bff4b7eacd03 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 22 Jan 2025 22:40:31 +0100
Subject: [PATCH 34/53] update uv lock

---
 uv.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/uv.lock b/uv.lock
index e6ea7a802a..f8b1885531 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1222,11 +1222,11 @@ wheels = [
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
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From ffc94e37d5953b0ca7be2dff60afff034c6c8ead Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Thu, 23 Jan 2025 11:49:00 +0100
Subject: [PATCH 35/53] update uv lock

---
 uv.lock | 160 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 80 insertions(+), 80 deletions(-)

diff --git a/uv.lock b/uv.lock
index f8b1885531..31b43a01f0 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]

From dbcdc5b062f08ee7a9fc2905be691351b315fecf Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Thu, 23 Jan 2025 22:55:50 +0100
Subject: [PATCH 36/53] fix for dace orchestration

---
 .../common/src/icon4py/model/common/orchestration/decorator.py  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/model/common/src/icon4py/model/common/orchestration/decorator.py b/model/common/src/icon4py/model/common/orchestration/decorator.py
index 496773ae44..3c3223561f 100644
--- a/model/common/src/icon4py/model/common/orchestration/decorator.py
+++ b/model/common/src/icon4py/model/common/orchestration/decorator.py
@@ -522,7 +522,7 @@ def dace_specific_kwargs(
         return {
             # connectivity tables at runtime
             **{
-                gtir_dace_utils.connectivity_identifier(k): v.ndarray
+                gtx_dace_utils.connectivity_identifier(k): v.ndarray
                 for k, v in offset_providers.items()
                 if hasattr(v, "ndarray")
             },

From 7a6370c93d29715a08c550bf0332c0ff00dee907 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Thu, 23 Jan 2025 23:39:08 +0100
Subject: [PATCH 37/53] update uv lock

---
 uv.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uv.lock b/uv.lock
index 31b43a01f0..d7adfb0ac1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1463,7 +1463,7 @@ wheels = [
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 dependencies = [
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From 533ed87b76e1eedb887f73052d6d2fa9fde534cb Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 24 Jan 2025 15:53:18 +0100
Subject: [PATCH 38/53] update uv lock

---
 uv.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/uv.lock b/uv.lock
index aa298e52be..96df85e724 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1063,14 +1063,14 @@ wheels = [
 
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@@ -1463,7 +1463,7 @@ wheels = [
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-source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#f74340626100e2d8df3bde0af31e915f60ee2563" }
+source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#ac7223d6a6b609d951bbf871f6b82ef34c2b0d0b" }
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@@ -3322,16 +3322,16 @@ wheels = [
 
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 [[package]]

From a56bd26484dab6efeb8f238df7c051ebd6c4dfff Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 24 Jan 2025 17:48:08 +0100
Subject: [PATCH 39/53] update uv lock

---
 uv.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/uv.lock b/uv.lock
index 96df85e724..1ec7e50c2a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1463,7 +1463,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#ac7223d6a6b609d951bbf871f6b82ef34c2b0d0b" }
+source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#9eab85096f8b8fda4fbb06e46ef2faf576a62881" }
 dependencies = [
     { name = "attrs" },
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From 3cd97040ba1f0c5554ac06115583e25e6ad9c474 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 24 Jan 2025 17:48:56 +0100
Subject: [PATCH 40/53] enable dace_gpu on test_model_datatests

---
 ci/dace.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/dace.yml b/ci/dace.yml
index 20cd7209ac..a894d40641 100644
--- a/ci/dace.yml
+++ b/ci/dace.yml
@@ -22,7 +22,7 @@ test_model_stencils_aarch64:
     - nox -s "test_model_datatest-3.10(subpackage='$COMPONENT')" -- --backend=$BACKEND
   parallel:
     matrix:
-    - BACKEND: [dace_cpu]
+    - BACKEND: [dace_cpu, dace_gpu]
       # TODO(edopao): Add more components once they work fine with DaCe 
       COMPONENT: [atmosphere/diffusion, atmosphere/dycore]
 # test_model_datatests_x86_64:

From 6c1e72da8ad0b3d37b0bedfd932f0b2955eabb3c Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 24 Jan 2025 21:08:15 +0100
Subject: [PATCH 41/53] update uv lock

---
 uv.lock | 88 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 44 insertions(+), 44 deletions(-)

diff --git a/uv.lock b/uv.lock
index 1ec7e50c2a..18096afb4f 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1063,14 +1063,14 @@ wheels = [
 
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 [[package]]
@@ -1463,7 +1463,7 @@ wheels = [
 [[package]]
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 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#9eab85096f8b8fda4fbb06e46ef2faf576a62881" }
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 dependencies = [
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From 09804e90ae8f4b673f09271221696315c4a9fc92 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 24 Jan 2025 22:49:24 +0100
Subject: [PATCH 42/53] update uv lock

---
 uv.lock | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/uv.lock b/uv.lock
index 18096afb4f..e0e9ed74bb 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1463,7 +1463,7 @@ wheels = [
 [[package]]
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+source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#870a5238f041f2bbfb0aec4ac71dac6f3d121a9b" }
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     { name = "black" },
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From 8a5986d01f2cfb8fa242df7de259dd06ee8d0d0a Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Tue, 28 Jan 2025 12:47:23 +0100
Subject: [PATCH 43/53] update uv lock

---
 uv.lock | 85 +++++++++++++++++++++++++++++----------------------------
 1 file changed, 44 insertions(+), 41 deletions(-)

diff --git a/uv.lock b/uv.lock
index e0e9ed74bb..f236e38142 100644
--- a/uv.lock
+++ b/uv.lock
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From 4d2dda2bd7f6f3bccd3cfa064a1727a5a18e5523 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Tue, 28 Jan 2025 15:00:56 +0100
Subject: [PATCH 44/53] update uv lock

---
 uv.lock | 76 ++++++++++++++++++++++++++++-----------------------------
 1 file changed, 38 insertions(+), 38 deletions(-)

diff --git a/uv.lock b/uv.lock
index f236e38142..84ec3da90e 100644
--- a/uv.lock
+++ b/uv.lock
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 ]
 
 [[package]]
@@ -1463,7 +1463,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#cc04597a06120899601b65d4e9ac50c313224b78" }
+source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#8d739f9d040ad985a3fb3457601f9e0d29cd28de" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },

From f1c2722c505b728340c0fbff95d2c327d1177099 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 29 Jan 2025 17:23:56 +0100
Subject: [PATCH 45/53] edit DummyNestedSDFG in dace orchestrator

---
 .../icon4py/model/common/orchestration/halo_exchange.py   | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
index fd211a37c0..df9b552c8f 100644
--- a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
+++ b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
@@ -287,9 +287,8 @@ def __sdfg__(self, *args, **kwargs) -> dace.SDFG:
         tasklet = dace.sdfg.nodes.Tasklet(
             "DummyNestedSDFG",
             inputs=None,
-            outputs=None,
-            code="__out = 1;",
-            language=dace.dtypes.Language.CPP,
+            outputs={"__out"},
+            code="__out = 1",
             side_effects=False,
         )
         state.add_node(tasklet)
@@ -297,11 +296,10 @@ def __sdfg__(self, *args, **kwargs) -> dace.SDFG:
         state.add_edge(
             tasklet,
             "__out",
-            state.add_write("__return"),
+            state.add_access("__return"),
             None,
             dace.memlet.Memlet(data="__return", subset="0"),
         )
-        tasklet.out_connectors = {"__out": dace.int32}
 
         return sdfg
 

From 3a8f510b70e36167e5987954b4a178adacce0a9f Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 29 Jan 2025 17:24:57 +0100
Subject: [PATCH 46/53] update uv lock

---
 uv.lock | 41 +++++++++++++++++++++--------------------
 1 file changed, 21 insertions(+), 20 deletions(-)

diff --git a/uv.lock b/uv.lock
index 84ec3da90e..2c00ac0d67 100644
--- a/uv.lock
+++ b/uv.lock
@@ -163,7 +163,7 @@ wheels = [
 
 [[package]]
 name = "black"
-version = "24.10.0"
+version = "25.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -174,25 +174,25 @@ dependencies = [
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d8/0d/cc2fb42b8c50d80143221515dd7e4766995bd07c56c9a3ed30baf080b6dc/black-24.10.0.tar.gz", hash = "sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875", size = 645813 }
+sdist = { url = "https://files.pythonhosted.org/packages/94/49/26a7b0f3f35da4b5a65f081943b7bcd22d7002f5f0fb8098ec1ff21cb6ef/black-25.1.0.tar.gz", hash = "sha256:33496d5cd1222ad73391352b4ae8da15253c5de89b93a80b3e2c8d9a19ec2666", size = 649449 }
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 ]
 
 [[package]]
@@ -1463,7 +1463,7 @@ wheels = [
 [[package]]
 name = "gt4py"
 version = "1.0.4"
-source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#8d739f9d040ad985a3fb3457601f9e0d29cd28de" }
+source = { git = "https://github.com/edopao/gt4py?branch=gtir-dace#952a376f22b7fbe9e4089f4ebfa2f36dc0fcd7e1" }
 dependencies = [
     { name = "attrs" },
     { name = "black" },
@@ -1489,6 +1489,7 @@ dependencies = [
     { name = "pybind11" },
     { name = "setuptools" },
     { name = "tabulate" },
+    { name = "toolz" },
     { name = "typing-extensions" },
     { name = "xxhash" },
 ]

From e5d3364aad237f25bbb915539a35fbf2e31bb9bb Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 29 Jan 2025 18:14:18 +0100
Subject: [PATCH 47/53] edit orchestration decorator

---
 .../model/common/orchestration/halo_exchange.py      | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
index df9b552c8f..25df66fe3e 100644
--- a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
+++ b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
@@ -115,7 +115,7 @@ def add_halo_tasklet(
         )
 
     # Dummy return: preserve same interface with non-DaCe version
-    sdfg.add_scalar(name="__return", dtype=dace.int32)
+    sdfg.add_array(name="__return", shape=[1], dtype=dace.int32)
     ret = state.add_write("__return")
     state.add_edge(tasklet, "__out", ret, None, dace.memlet.Memlet(data="__return", subset="0"))
     out_connectors["__out"] = dace.int32
@@ -211,7 +211,7 @@ def add_halo_tasklet(
             h_{unique_id} = communication_object->exchange({", ".join([f'(*pattern)({"" if wait else "*"}{descr_unique_names[i]})' for i in range(len(global_buffers))])});
             { 'h_'+str(unique_id)+'.wait();' if wait else ''}
 
-            __out = 1234; // Dummy return;
+            __out[0] = 1234; // Dummy return;
             """
 
     tasklet.code = dace.properties.CodeBlock(code=code, language=dace.dtypes.Language.CPP)
@@ -287,8 +287,9 @@ def __sdfg__(self, *args, **kwargs) -> dace.SDFG:
         tasklet = dace.sdfg.nodes.Tasklet(
             "DummyNestedSDFG",
             inputs=None,
-            outputs={"__out"},
-            code="__out = 1",
+            outputs=None,
+            code="__out[0] = 1;",
+            language=dace.dtypes.Language.CPP,
             side_effects=False,
         )
         state.add_node(tasklet)
@@ -296,10 +297,11 @@ def __sdfg__(self, *args, **kwargs) -> dace.SDFG:
         state.add_edge(
             tasklet,
             "__out",
-            state.add_access("__return"),
+            state.add_write("__return"),
             None,
             dace.memlet.Memlet(data="__return", subset="0"),
         )
+        tasklet.out_connectors = {"__out": dace.int32}
 
         return sdfg
 

From 0b4e5a4e5ad79383530a7cdbcb8b7668ae879cc3 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Wed, 29 Jan 2025 18:38:47 +0100
Subject: [PATCH 48/53] edit orchestration decorator

---
 .../src/icon4py/model/common/orchestration/halo_exchange.py   | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
index 25df66fe3e..8048ce79e0 100644
--- a/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
+++ b/model/common/src/icon4py/model/common/orchestration/halo_exchange.py
@@ -211,7 +211,7 @@ def add_halo_tasklet(
             h_{unique_id} = communication_object->exchange({", ".join([f'(*pattern)({"" if wait else "*"}{descr_unique_names[i]})' for i in range(len(global_buffers))])});
             { 'h_'+str(unique_id)+'.wait();' if wait else ''}
 
-            __out[0] = 1234; // Dummy return;
+            __out = 1234; // Dummy return;
             """
 
     tasklet.code = dace.properties.CodeBlock(code=code, language=dace.dtypes.Language.CPP)
@@ -288,7 +288,7 @@ def __sdfg__(self, *args, **kwargs) -> dace.SDFG:
             "DummyNestedSDFG",
             inputs=None,
             outputs=None,
-            code="__out[0] = 1;",
+            code="__out = 1;",
             language=dace.dtypes.Language.CPP,
             side_effects=False,
         )

From 6d37933b09928ab601932c6a26856fa656e11247 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 31 Jan 2025 07:00:34 +0100
Subject: [PATCH 49/53] update uv lock

---
 uv.lock | 230 ++++++++++++++++++++++++++++----------------------------
 1 file changed, 114 insertions(+), 116 deletions(-)

diff --git a/uv.lock b/uv.lock
index 2c00ac0d67..e92cf2fec0 100644
--- a/uv.lock
+++ b/uv.lock
@@ -286,7 +286,7 @@ wheels = [
 
 [[package]]
 name = "bump-my-version"
-version = "0.30.0"
+version = "0.30.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
@@ -298,9 +298,9 @@ dependencies = [
     { name = "tomlkit" },
     { name = "wcmatch" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e7/4f/57eda33958c5820b462c4c262bc18dc374dca6312bbb63f95606172200cb/bump_my_version-0.30.0.tar.gz", hash = "sha256:d53e784c73abc4bb5759e296f510bc71878e1df078eb525542ec9291b5ceb195", size = 1062228 }
+sdist = { url = "https://files.pythonhosted.org/packages/d2/48/fdd8d489ef579d9d72b99593be24995245e30517f875a3c504f4c42679c0/bump_my_version-0.30.1.tar.gz", hash = "sha256:cc1a821c51e387c11484fbef0e2749deb2c320ee9bd7117678f5b648694c1acd", size = 1020785 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/41/9b/965ad61f85cbde14694516b02dcd38ec0c5cf7132fe33a30fddb4d8b0803/bump_my_version-0.30.0-py3-none-any.whl", hash = "sha256:b0d683a1cb97fbc2f46adf8eb39ff1f0bdd72866c3583fe01f9837d6f031e5e3", size = 55257 },
+    { url = "https://files.pythonhosted.org/packages/13/8f/64a8c3c657d2811abec9d3deb4177d28ea8cec391b5be2f171c75efe58a5/bump_my_version-0.30.1-py3-none-any.whl", hash = "sha256:e0774d69871ee2f69d92373b14d8a6e1a4b4ee00cac0e3ec1fedf63ec2fa36e1", size = 55272 },
 ]
 
 [[package]]
@@ -378,11 +378,11 @@ wheels = [
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0f/bd/1d41ee578ce09523c81a15426705dd20969f5abf006d1afe8aeff0dd776a/certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db", size = 166010 }
+sdist = { url = "https://files.pythonhosted.org/packages/1c/ab/c9f1e32b7b1bf505bf26f0ef697775960db7932abeb7b516de930ba2705f/certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651", size = 167577 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a5/32/8f6669fc4798494966bf446c8c4a162e0b5d893dff088afddf76414f70e1/certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56", size = 164927 },
+    { url = "https://files.pythonhosted.org/packages/38/fc/bce832fd4fd99766c04d1ee0eead6b0ec6486fb100ae5e74c1d91292b982/certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe", size = 166393 },
 ]
 
 [[package]]
@@ -1013,27 +1013,25 @@ complete = [
 
 [[package]]
 name = "datashader"
-version = "0.16.3"
+version = "0.17.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorcet" },
-    { name = "dask" },
     { name = "multipledispatch" },
     { name = "numba" },
     { name = "numpy" },
     { name = "packaging" },
     { name = "pandas" },
     { name = "param" },
-    { name = "pillow" },
     { name = "pyct" },
     { name = "requests" },
     { name = "scipy" },
     { name = "toolz" },
     { name = "xarray" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a0/15/3e28732b7ea0985929dd31612c073d5e49b99d67f6974de334ff81f22fb1/datashader-0.16.3.tar.gz", hash = "sha256:9d0040c7887f7a5a5edd374c297402fd208a62bf6845e87631b54f03b9ae479d", size = 35716446 }
+sdist = { url = "https://files.pythonhosted.org/packages/8b/f9/39f5589bc8f645ba77b6afe70df82b3f79d799e721b79dcf83d91d0f396a/datashader-0.17.0.tar.gz", hash = "sha256:571aaea639e62222ba2fc49a530cffb3b1b183b6ec8ca8054978e01d2de79440", size = 18195497 }
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 [[package]]

From e039f9c47ae4c7948a5b8146a0a6aeff6e6eaa2c Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 31 Jan 2025 16:49:39 +0100
Subject: [PATCH 50/53] Re-enable diffusion tests when orchestration is False

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py     | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index 4ad5195f76..f5eac620e4 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -420,8 +420,8 @@ def test_run_diffusion_single_step(
     backend,
     orchestration,
 ):
-    if not orchestration or not helpers.is_dace(backend):
-        pytest.skip("This test is only executed for orchestration on dace backends")
+    if orchestration and not helpers.is_dace(backend):
+        pytest.skip("Orchestration test requires a dace backend.")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
@@ -665,8 +665,8 @@ def test_run_diffusion_initial_step(
     backend,
     orchestration,
 ):
-    if not orchestration or not helpers.is_dace(backend):
-        pytest.skip("This test is only executed for orchestration only on dace backends")
+    if orchestration and not helpers.is_dace(backend):
+        pytest.skip("Orchestration test requires a dace backend.")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)

From 8ed37fb8d32f1e49256a92d0ba657b132c187bbf Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 31 Jan 2025 16:52:44 +0100
Subject: [PATCH 51/53] fix pre-commit

---
 .../test_fused_velocity_advection_stencil_15_to_18.py        | 5 ++++-
 model/testing/src/icon4py/model/testing/helpers.py           | 2 +-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
index 0cbcff69ac..6e0b22c9db 100644
--- a/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
+++ b/model/atmosphere/dycore/tests/dycore_stencil_tests/test_fused_velocity_advection_stencil_15_to_18.py
@@ -118,7 +118,10 @@ class TestFusedVelocityAdvectionStencil15To18(StencilTest):
         "z_w_con_c_full",
         "ddt_w_adv",
     )
-    MARKERS = (pytest.mark.requires_concat_where,pytest.mark.embedded_remap_error,)
+    MARKERS = (
+        pytest.mark.requires_concat_where,
+        pytest.mark.embedded_remap_error,
+    )
 
     @staticmethod
     def reference(
diff --git a/model/testing/src/icon4py/model/testing/helpers.py b/model/testing/src/icon4py/model/testing/helpers.py
index 0ba53d1691..48c863954c 100644
--- a/model/testing/src/icon4py/model/testing/helpers.py
+++ b/model/testing/src/icon4py/model/testing/helpers.py
@@ -9,7 +9,7 @@
 import hashlib
 import typing
 from dataclasses import dataclass, field
-from typing import ClassVar, Optional
+from typing import ClassVar
 
 import gt4py.next as gtx
 import numpy as np

From 65b7335629da3c99edeeecf6b8931eef77627a74 Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 31 Jan 2025 16:56:54 +0100
Subject: [PATCH 52/53] disable orchestration tests on GPU

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py       | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index f5eac620e4..c6215bf4e3 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -422,6 +422,8 @@ def test_run_diffusion_single_step(
 ):
     if orchestration and not helpers.is_dace(backend):
         pytest.skip("Orchestration test requires a dace backend.")
+    if orchestration and data_alloc.is_cupy_device(backend):
+        pytest.xfail("DaCe GPU compilation fails.")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
@@ -525,6 +527,8 @@ def test_run_diffusion_multiple_steps(
 ):
     if not helpers.is_dace(backend):
         raise pytest.skip("This test is only executed for dace backends")
+    if data_alloc.is_cupy_device(backend):
+        pytest.xfail("DaCe GPU compilation fails.")
     ######################################################################
     # Diffusion initialization
     ######################################################################
@@ -667,6 +671,8 @@ def test_run_diffusion_initial_step(
 ):
     if orchestration and not helpers.is_dace(backend):
         pytest.skip("Orchestration test requires a dace backend.")
+    if orchestration and data_alloc.is_cupy_device(backend):
+        pytest.xfail("DaCe GPU compilation fails.")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)

From 9cfa9671dc1c444ceafff3f7930ca4b8b9a0382d Mon Sep 17 00:00:00 2001
From: Edoardo Paone <edoardo.paone@cscs.ch>
Date: Fri, 31 Jan 2025 17:33:08 +0100
Subject: [PATCH 53/53] disable embedded backend on diffusion tests

---
 .../diffusion/tests/diffusion_tests/test_diffusion.py         | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
index f5eac620e4..384d6a778c 100644
--- a/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
+++ b/model/atmosphere/diffusion/tests/diffusion_tests/test_diffusion.py
@@ -422,6 +422,8 @@ def test_run_diffusion_single_step(
 ):
     if orchestration and not helpers.is_dace(backend):
         pytest.skip("Orchestration test requires a dace backend.")
+    if helpers.is_embedded(backend):
+        pytest.xfail("Embedded backend currently fails in remap function.")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)
@@ -667,6 +669,8 @@ def test_run_diffusion_initial_step(
 ):
     if orchestration and not helpers.is_dace(backend):
         pytest.skip("Orchestration test requires a dace backend.")
+    if helpers.is_embedded(backend):
+        pytest.xfail("Embedded backend currently fails in remap function.")
     grid = get_grid_for_experiment(experiment, backend)
     cell_geometry = get_cell_geometry_for_experiment(experiment, backend)
     edge_geometry = get_edge_geometry_for_experiment(experiment, backend)