diff --git a/flopy4/mf6/codec.py b/flopy4/mf6/codec.py index 03188c1d..d84f4efc 100644 --- a/flopy4/mf6/codec.py +++ b/flopy4/mf6/codec.py @@ -5,7 +5,6 @@ from flopy4.mf6 import filters from flopy4.mf6.component import Component -from flopy4.mf6.spec import blocks_dict, fields_dict from flopy4.uio import DEFAULT_REGISTRY JINJA_ENV = Environment( @@ -13,9 +12,10 @@ trim_blocks=True, lstrip_blocks=True, ) -JINJA_ENV.filters["field_kind"] = filters.field_kind -JINJA_ENV.filters["fieldvalue"] = filters.fieldvalue -JINJA_ENV.filters["arraydelayed"] = filters.arraydelayed +JINJA_ENV.filters["blocks"] = filters.blocks +JINJA_ENV.filters["field_kind"] = filters.field_type +JINJA_ENV.filters["field_value"] = filters.field_value +JINJA_ENV.filters["array_delay"] = filters.array_delay JINJA_ENV.filters["array2string"] = filters.array2string JINJA_ENV.filters["is_dict"] = filters.is_dict JINJA_TEMPLATE_NAME = "blocks.jinja" @@ -27,11 +27,8 @@ def _load_ascii(self) -> None: def _write_ascii(self) -> None: - cls = type(self) - fields = fields_dict(cls) - blocks = blocks_dict(cls) template = JINJA_ENV.get_template(JINJA_TEMPLATE_NAME) - iterator = template.generate(fields=fields, blocks=blocks, data=unstructure(self.data)) # type: ignore + iterator = template.generate(dfn=type(self).dfn, data=self) # are these printoptions always applicable? with np.printoptions(precision=4, linewidth=sys.maxsize, threshold=sys.maxsize): # TODO don't hardcode the filename, maybe a filename attribute? diff --git a/flopy4/mf6/component.py b/flopy4/mf6/component.py index 0af0e4e1..5d0c6ccd 100644 --- a/flopy4/mf6/component.py +++ b/flopy4/mf6/component.py @@ -1,11 +1,10 @@ from abc import ABC from collections.abc import MutableMapping -from attrs import Attribute -from modflow_devtools.dfn import Dfn, Var +from modflow_devtools.dfn import Dfn, Field from xattree import xattree -from flopy4.mf6.spec import fields_dict +from flopy4.mf6.spec import fields_dict, to_dfn_field from flopy4.uio import IO, Loader, Writer COMPONENTS = {} @@ -30,11 +29,8 @@ class Component(ABC, MutableMapping): @classmethod def __attrs_init_subclass__(cls): - # add class to the component registry COMPONENTS[cls.__name__.lower()] = cls - - def __attrs_post_init__(self): - self._dfn = self._get_dfn() + cls.dfn = cls.get_dfn() def __getitem__(self, key): return self.children[key] # type: ignore @@ -51,37 +47,22 @@ def __iter__(self): def __len__(self): return len(self.children) # type: ignore - @property - def dfn(self) -> Dfn: - """Return the component's definition.""" - return self._dfn - - def _get_dfn(self) -> Dfn: - def _to_dfn_spec(attribute: Attribute) -> Var: - return Var( - name=attribute.name, - type=attribute.type, - shape=attribute.metadata.get("dims", None), - block=attribute.metadata.get("block", None), - default=attribute.default, - children={k: _to_dfn_spec(v) for k, v in fields_dict(attribute.type)} # type: ignore - if attribute.metadata.get("kind", None) == "child" # type: ignore - else None, # type: ignore - ) - - fields = {k: _to_dfn_spec(v) for k, v in fields_dict(self.__class__).items()} - blocks: dict[str, dict[str, Var]] = {} - for k, v in fields.items(): - if (block := v.get("block", None)) is not None: - blocks.setdefault(block, {})[k] = v + @classmethod + def get_dfn(cls) -> Dfn: + fields = {field_name: to_dfn_field(field) for field_name, field in fields_dict(cls).items()} + blocks: dict[str, dict[str, Field]] = {} + for field_name, field in fields.items(): + if (block := field.get("block", None)) is not None: + blocks.setdefault(block, {})[field_name] = field else: - blocks[k] = v + blocks[field_name] = field + return Dfn( - name=self.name, # type: ignore - advanced=getattr(self, "advanced_package", False), - multi=getattr(self, "multi_package", False), - ref=getattr(self, "sub_package", None), - sln=getattr(self, "solution_package", None), + name=cls.__name__.lower(), + advanced=getattr(cls, "advanced_package", False), + multi=getattr(cls, "multi_package", False), + ref=getattr(cls, "sub_package", None), + sln=getattr(cls, "solution_package", None), **blocks, ) diff --git a/flopy4/mf6/filters.py b/flopy4/mf6/filters.py index 49f351cb..5d0c955b 100644 --- a/flopy4/mf6/filters.py +++ b/flopy4/mf6/filters.py @@ -2,37 +2,30 @@ import numpy as np import xarray as xr -from attrs import Attribute from jinja2 import pass_context +from modflow_devtools.dfn import Dfn, Field from numpy.typing import NDArray -def field_kind(field: Attribute) -> str: - """ - Get a field's `xattree` kind. Kind is either: +def blocks(dfn: Dfn) -> dict: + return {k: v for k, v in dfn.items() if k not in Dfn.__annotations__} + - - 'child' for child fields - - 'array' for array fields - - 'coord' for coordinate array fields - - 'dim' for integer fields describing a dimension's size - - 'attr' for all other fields +def field_type(field: Field) -> str: + """ + Get a field's type as defined by the MODFLOW 6 input definition language: + https://modflow6.readthedocs.io/en/stable/_dev/dfn.html#variable-types """ - if (meta := field.metadata) is None: - raise TypeError(f"Field {field.name} has no metadata") - if (xatmeta := meta.get("xattree", None)) is None: - raise TypeError(f"Field {field.name} has no xattree metadata") - if "kind" not in xatmeta: - raise TypeError(f"Field {field.name} has no kind") - return xatmeta.get("kind") or "attr" + return field["type"] @pass_context -def fieldvalue(ctx, field: Attribute): - """Get a field's value from the data tree via the template context.""" - return ctx["data"].attrs.get(field.name) or ctx["data"].get(field.name) +def field_value(ctx, field: Field): + """Get a field's value via the template context.""" + return getattr(ctx["data"], field["name"]) -def arraydelayed(value: xr.DataArray): +def array_delay(value: xr.DataArray): """Yield chunks (lines) from a Dask array.""" # TODO: Determine a good chunk size, # because if the underlying array is only numpy, it will stay one block. diff --git a/flopy4/mf6/spec.py b/flopy4/mf6/spec.py index a46a8385..dfaecf09 100644 --- a/flopy4/mf6/spec.py +++ b/flopy4/mf6/spec.py @@ -3,7 +3,13 @@ These include field decorators and introspection functions. """ +import builtins +import types +from typing import Union, get_args, get_origin + +import numpy as np from attrs import NOTHING, Attribute +from modflow_devtools.dfn import Field, FieldType from flopy4.spec import array as flopy_array from flopy4.spec import coord as flopy_coord @@ -162,3 +168,63 @@ def fields_dict(cls) -> dict[str, Attribute]: """ fields = flopy_fields_dict(cls) return {k: v for k, v in fields.items() if "block" in v.metadata} + + +def get_dfn_field_type(attribute: Attribute) -> FieldType: + """ + Get a `xattree` field's type as defined by the MODFLOW 6 input + definition language: + https://modflow6.readthedocs.io/en/stable/_dev/dfn.html#variable-types + + The type of the field is determined from `xattree` metadata. + """ + if (xatmeta := attribute.metadata.get("xattree", None)) is None: + raise ValueError(f"Attribute {attribute.name} in {attribute.name} has no xattree metadata.") + kind = xatmeta["kind"] + match kind: + case "child": + raise ValueError(f"Top-level field should not be a child: {attribute.name}") + case "array": + return "recarray" + case "coord": + return "recarray" + case "dim": + return "integer" + case "attr": + match attribute.type: + case builtins.str | np.str_: + return "string" + case builtins.bool | np.bool: + return "keyword" + case builtins.int | np.integer: + return "integer" + case builtins.float | np.floating: + return "double precision" + + case t if ( + get_origin(t) in (Union, types.UnionType) and get_args(t)[-1] is types.NoneType + ): + return "union" + case _: + return "record" + raise ValueError(f"Could not map {attribute.name} to a valid MF6 type.") + + +def to_dfn_field(attribute: Attribute) -> Field: + """ + Convert a `xattree` field specification to a field as defined by the + MODFLOW 6 input definition language: + https://modflow6.readthedocs.io/en/stable/_dev/dfn.html#variable-types. + """ + if (xatmeta := attribute.metadata.get("xattree", None)) is None: + raise ValueError(f"Attribute {attribute.name} in {attribute.name} has no xattree metadata.") + return Field( + name=attribute.name, + type=get_dfn_field_type(attribute), + shape=xatmeta.get("dims", None), + block=attribute.metadata.get("block", None), + default=attribute.default, + children={k: to_dfn_field(v) for k, v in fields_dict(attribute.type)} # type: ignore + if attribute.metadata.get("kind", None) == "child" # type: ignore + else None, # type: ignore + ) diff --git a/flopy4/mf6/templates/blocks.jinja b/flopy4/mf6/templates/blocks.jinja index 430c524d..4d6719e3 100644 --- a/flopy4/mf6/templates/blocks.jinja +++ b/flopy4/mf6/templates/blocks.jinja @@ -1,5 +1,5 @@ {% import 'macros.jinja' as macros with context %} -{% for block_name, block_ in blocks.items() %} +{% for block_name, block_ in (dfn|blocks).items() %} BEGIN {{ block_name }} {% for field in block_.values() %} {{ macros.field(field) }} diff --git a/flopy4/mf6/templates/macros.jinja b/flopy4/mf6/templates/macros.jinja index 98bef7ca..3603cd1b 100644 --- a/flopy4/mf6/templates/macros.jinja +++ b/flopy4/mf6/templates/macros.jinja @@ -1,10 +1,7 @@ {% macro field(field) %} {% set kind = field|field_kind %} {% if kind == 'attr' %} -{% if field.type|is_dict %} -{{ record(field) }} -{% else %} -{{ scalar(field) }} +{% if field.type|is_dict %}{{ record(field) }}{% else %}{{ scalar(field) }} {% endif %} {% elif kind in ['array', 'coord'] %} {{ array(field) }} @@ -12,24 +9,22 @@ {{ scalar(field) }} {% elif kind == 'child' %} {# TODO #} -{% endif %} +{% endif -%} {%- endmacro %} -{% macro scalar(field) %} -{% set value = field|fieldvalue %} -{% if value is not none %} -{{ field.name }} {{ value }} -{% endif %} +{% macro scalar(field) -%} +{% set value = field|field_value %} +{% if value is not none %}{{ field.name }} {{ value }}{% endif %} {%- endmacro %} {% macro keystring(field) %} {# union #} -{% for item in (field|fieldvalue).items() %} +{% for item in (field|field_value).items() %} {{ field(item) }} {% endfor 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flopy4.mf6 import filters -from flopy4.mf6.gwf import Chd, Gwf, Npf, Oc -from flopy4.mf6.ims import Ims -from flopy4.mf6.simulation import Simulation -from flopy4.mf6.spec import blocks_dict, fields_dict - - -def test_simulation_to_jinja(): - name = "quickstart" - workspace = Path(__file__).parent / name - time = ModelTime(perlen=[1.0], nstp=[1]) - grid = StructuredGrid(nlay=1, nrow=10, ncol=10) - sim = Simulation(name=name, path=workspace, tdis=time) - ims = Ims(parent=sim) - gwf_name = "mymodel" - gwf = Gwf(parent=sim, name=gwf_name, save_flows=True, dis=grid) - npf = Npf(parent=gwf, save_specific_discharge=True) - chd = Chd( +import pytest + +from flopy4.mf6.codec import JINJA_ENV, JINJA_TEMPLATE_NAME +from flopy4.mf6.gwf import Dis, Gwf, Ic, Oc + + +@pytest.fixture +def template(): + return JINJA_ENV.get_template(JINJA_TEMPLATE_NAME) + + +def test_render_ic(template): + dis = Dis() + gwf = Gwf(dis=dis) + ic = Ic( parent=gwf, - head={"*": {(0, 0, 0): 1.0, (0, 9, 9): 0.0}}, + export_array_ascii=True, + export_array_netcdf=True, ) + + result = template.render(dfn=Ic.dfn, data=ic) + print(result) + assert result + + +def test_render_oc(template): oc = Oc( - parent=gwf, - budget_file=f"{gwf.name}.bud", - head_file=f"{gwf.name}.hds", + budget_file="test.bud", + head_file="test.hds", save_head={"*": "all"}, save_budget={"*": "all"}, + dims={"nper": 1}, ) - env = Environment( - loader=PackageLoader("flopy4.mf6"), - trim_blocks=True, - lstrip_blocks=True, - ) - env.filters["field_kind"] = filters.field_kind - env.filters["fieldvalue"] = filters.fieldvalue - env.filters["arraydelayed"] = filters.arraydelayed - env.filters["array2string"] = filters.array2string - env.filters["is_dict"] = filters.is_dict - - fields = fields_dict(Oc) - blocks = blocks_dict(Oc) - result = env.get_template("blocks.jinja").render(fields=fields, blocks=blocks, data=oc.data) + result = template.render(dfn=Oc.dfn, data=oc) print(result) - assert result != "" + assert result diff --git 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