diff --git a/.vscode/launch.json b/.vscode/launch.json index 16bb0183..567d9c50 100644 --- a/.vscode/launch.json +++ b/.vscode/launch.json @@ -4,17 +4,6 @@ // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 "version": "0.2.0", "configurations": [ - { - "name": "Python Debugger: Current File", - "type": "debugpy", - "request": "launch", - "program": "${file}", - "console": "integratedTerminal", - "purpose": [ - "debug-test" - ], - "justMyCode": false - }, { "name": "quickstart", "type": "debugpy", diff --git a/.vscode/settings.json b/.vscode/settings.json index e7db37fb..9910f3a3 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -2,8 +2,7 @@ "editor.formatOnSave": true, "files.insertFinalNewline": true, "python.testing.pytestArgs": [ - "test", - "-s" + "test" ], "python.testing.unittestEnabled": false, "python.testing.pytestEnabled": true, diff --git a/flopy4/mf6/codec/writer/__init__.py b/flopy4/mf6/codec/writer/__init__.py index be7d4c15..811db456 100644 --- a/flopy4/mf6/codec/writer/__init__.py +++ b/flopy4/mf6/codec/writer/__init__.py @@ -11,13 +11,11 @@ trim_blocks=True, lstrip_blocks=True, ) -_JINJA_ENV.filters["is_dataset"] = filters.is_dataset -_JINJA_ENV.filters["field_format"] = filters.field_format +_JINJA_ENV.filters["field_type"] = filters.field_type _JINJA_ENV.filters["array_how"] = filters.array_how _JINJA_ENV.filters["array_chunks"] = filters.array_chunks _JINJA_ENV.filters["array2string"] = filters.array2string _JINJA_ENV.filters["data2list"] = filters.data2list -_JINJA_ENV.filters["data2keystring"] = filters.data2keystring _JINJA_TEMPLATE_NAME = "blocks.jinja" _PRINT_OPTIONS = { "precision": 4, diff --git a/flopy4/mf6/codec/writer/filters.py b/flopy4/mf6/codec/writer/filters.py index bf64ba55..2e3c4815 100644 --- a/flopy4/mf6/codec/writer/filters.py +++ b/flopy4/mf6/codec/writer/filters.py @@ -4,59 +4,32 @@ import numpy as np import xarray as xr +from modflow_devtools.dfn.schema.v2 import FieldType from numpy.typing import NDArray from flopy4.mf6.constants import FILL_DNODATA -def _is_keystring_format(dataset: xr.Dataset) -> bool: - """Check if dataset should use keystring format based on metadata.""" - field_metadata = dataset.attrs.get("field_metadata", {}) - return any(meta.get("format") == "keystring" for meta in field_metadata.values()) +def field_type(value: Any) -> FieldType: + """Get a value's type according to the MF6 specification.""" - -def _is_tabular_time_format(dataset: xr.Dataset) -> bool: - """True if a dataset has multiple columns and only one dimension 'nper'.""" - return len(dataset.data_vars) > 1 and all( - "nper" in var.dims and len(var.dims) == 1 for var in dataset.data_vars.values() - ) - - -def is_dataset(value: Any) -> bool: - return isinstance(value, xr.Dataset) - - -def field_format(value: Any) -> str: - """ - Get a field's formatting type as defined by the MF6 definition language: - https://modflow6.readthedocs.io/en/stable/_dev/dfn.html#variable-types - """ if isinstance(value, bool): return "keyword" if isinstance(value, int): return "integer" if isinstance(value, float): - return "double precision" + return "double" if isinstance(value, str): return "string" - if isinstance(value, (dict, tuple)): + if isinstance(value, tuple): return "record" if isinstance(value, xr.DataArray): if value.dtype == "object": return "list" return "array" - if isinstance(value, (xr.Dataset, list)): - if isinstance(value, xr.Dataset): - if _is_keystring_format(value): - return "keystring" - if _is_tabular_time_format(value): - return "list" + if isinstance(value, (list, dict, xr.Dataset)): return "list" - return "keystring" - - -def has_time_dim(value: Any) -> bool: - return isinstance(value, xr.DataArray) and "nper" in value.dims + raise ValueError(f"Unsupported field type: {type(value)}") def array_how(value: xr.DataArray) -> str: @@ -140,38 +113,42 @@ def array2string(value: NDArray) -> str: return buffer.getvalue().strip() -def nonempty(arr: NDArray | xr.DataArray) -> NDArray: - if isinstance(arr, xr.DataArray): - arr = arr.values - if arr.dtype == "object": - mask = arr != None # noqa: E711 +def nonempty(value: NDArray | xr.DataArray) -> NDArray: + """ + Return a boolean mask of non-empty (non-nodata) values in an array. + TODO: don't hardcode FILL_DNODATA, support different fill values + """ + if isinstance(value, xr.DataArray): + value = value.values + if value.dtype == "object": + mask = value != None # noqa: E711 else: - mask = ~np.ma.masked_invalid(arr).mask - mask = mask & (arr != FILL_DNODATA) + mask = ~np.ma.masked_invalid(value).mask + mask = mask & (value != FILL_DNODATA) return mask -def data2list(value: list | xr.DataArray | xr.Dataset): +def data2list(value: list | tuple | dict | xr.Dataset | xr.DataArray): """ - Yield record tuples from a list, `DataArray` or `Dataset`. - - Yields - ------ - tuple - Tuples of (*cellid, *values) or (*values) depending on spatial dimensions + Yield records (tuples) from data in a `list`, `dict`, `DataArray` or `Dataset`. """ - if isinstance(value, list): - for item in value: - yield item + if isinstance(value, (list, tuple)): + for rec in value: + yield rec + return + + if isinstance(value, dict): + for name, val in value.values(): + yield (name, val) return if isinstance(value, xr.Dataset): yield from dataset2list(value) return - # handle scalar - if value.ndim == 0: + # otherwise we have a DataArray + if value.ndim == 0: # handle scalar if not np.isnan(value.item()) and value.item() is not None: yield (value.item(),) return @@ -184,90 +161,67 @@ def data2list(value: list | xr.DataArray | xr.Dataset): for i, val in enumerate(values): if has_spatial_dims: cellid = tuple(idx[i] + 1 for idx in indices) - result = cellid + (val,) + rec = cellid + (val,) else: - result = (val,) - yield result + rec = (val,) + yield rec def dataset2list(value: xr.Dataset): """ - Yield record tuples from an xarray Dataset. For regular/tabular list-based format. + Yield records (tuples) from an `xarray.Dataset`. - Yields - ------ - tuple - Tuples of (*cellid, *values) or (*values) depending on spatial dimensions + If the first data variable is a string type, assume all are + string type. Then the dataset represents a keystring; yield + tuples of (name, *value). Otherwise, yield tuples: (*value) + if no spatial dimensions, or (*cellid, *value) when spatial + dimensions are present. """ if value is None or not any(value.data_vars): return - # handle scalar - first_arr = next(iter(value.data_vars.values())) - if first_arr.ndim == 0: - field_vals = [] - for field_name in value.data_vars.keys(): - field_val = value[field_name] - if hasattr(field_val, "item"): - field_vals.append(field_val.item()) - else: - field_vals.append(field_val) - yield tuple(field_vals) + first = next(iter(value.data_vars.values())) + is_union = first.dtype.type is np.str_ + + if first.ndim == 0: # handle scalar + if is_union: + for name in value.data_vars.keys(): + val = value[name] + val = val.item() if val.shape == () else val + yield (*name.split("_"), val) + else: + vals = [] + for name in value.data_vars.keys(): + val = value[name] + val = val.item() if val.shape == () else val + vals.append(val) + yield tuple(vals) return - # build mask combined_mask: Any = None - for field_name, arr in value.data_vars.items(): - mask = nonempty(arr) + for name, first in value.data_vars.items(): + mask = nonempty(first) combined_mask = mask if combined_mask is None else combined_mask | mask if combined_mask is None or not np.any(combined_mask): return - spatial_dims = [d for d in first_arr.dims if d in ("nlay", "nrow", "ncol", "nodes")] + spatial_dims = [d for d in first.dims if d in ("nlay", "nrow", "ncol", "nodes")] has_spatial_dims = len(spatial_dims) > 0 indices = np.where(combined_mask) for i in range(len(indices[0])): - field_vals = [] - for field_name in value.data_vars.keys(): - field_val = value[field_name][tuple(idx[i] for idx in indices)] - if hasattr(field_val, "item"): - field_vals.append(field_val.item()) - else: - field_vals.append(field_val) - if has_spatial_dims: - cellid = tuple(idx[i] + 1 for idx in indices) - yield cellid + tuple(field_vals) + if is_union: + for name in value.data_vars.keys(): + val = value[name][tuple(idx[i] for idx in indices)] + val = val.item() if val.shape == () else val + yield (*name.split("_"), val) else: - yield tuple(field_vals) - - -def data2keystring(value: dict | xr.Dataset): - """ - Yield record tuples from a dict or dataset. For irregular list-based format, i.e. keystrings. - - Yields - ------ - tuple - Tuples of (field_name, value) for use with record macro - """ - if isinstance(value, dict): - if not value: - return - for field_name, field_val in value.items(): - yield (field_name.upper(), field_val) - elif isinstance(value, xr.Dataset): - if value is None or not any(value.data_vars): - return - - for field_name in value.data_vars.keys(): - name = ( - field_name.replace("_", " ").upper() - if np.issubdtype(value.data_vars[field_name].dtype, np.str_) - else field_name.upper() - ) - field_val = value[field_name] - if hasattr(field_val, "item"): - val = field_val.item() + vals = [] + for name in value.data_vars.keys(): + val = value[name][tuple(idx[i] for idx in indices)] + val = val.item() if val.shape == () else val + vals.append(val) + if has_spatial_dims: + cellid = tuple(idx[i] + 1 for idx in indices) + yield cellid + tuple(vals) else: - val = field_val - yield (name, val) + yield tuple(vals) diff --git a/flopy4/mf6/codec/writer/templates/macros.jinja b/flopy4/mf6/codec/writer/templates/macros.jinja index f8803e3c..f235620f 100644 --- a/flopy4/mf6/codec/writer/templates/macros.jinja +++ b/flopy4/mf6/codec/writer/templates/macros.jinja @@ -1,62 +1,48 @@ -{% set inset = " " %} +{% set inset = " " %} {% macro field(name, value) %} -{% set format = value|field_format %} -{% if format in ['keyword', 'integer', 'double precision', 'string'] %} +{% set type = value|field_type %} +{% if type in ['keyword', 'integer', 'double', 'string'] %} {{ scalar(name, value) }} -{% elif format == 'record' %} -{{ record(name, value) }} -{% elif format == 'keystring' %} -{{ keystring(name, value) }} -{% elif format == 'array' %} +{% elif type == 'record' %} +{{ record(value) }} +{% elif type == 'array' %} {{ array(name, value, how=value|array_how) }} -{% elif format == 'list' %} +{% elif type == 'list' %} {{ list(name, value) }} {% endif %} {% endmacro %} {% macro scalar(name, value) %} -{% set format = value|field_format %} -{% if value is not none %}{{ inset ~ name.upper() }}{% if format != 'keyword' %} {{ value }}{% endif %}{% endif %} +{% set type = value|field_type %} +{% if value is not none %}{{ inset ~ name.upper() }}{% if type != 'keyword' %} {{ value }}{% endif %}{% endif %} {% endmacro %} -{% macro keystring(name, value) %} -{% for option in (value|data2keystring) -%} -{{ record("", option) }}{% if not loop.last %}{{ "\n" }}{% endif %} -{%- endfor %} +{% macro record(value) %} +{{ inset ~ value|join(" ") -}} {% endmacro %} -{% macro record(name, value) %} -{%- if value is mapping %} -{% for field_name, field_value in value.items() -%} -{{ field_name.upper() }} {{ field(field_value) }} +{% macro list(name, value) %} +{% for row in (value|data2list) %} +{{ record(row) }}{% if not loop.last %}{{ "\n" }}{% endif %} {%- endfor %} -{% else %} -{{ inset ~ value|join(" ") }} -{%- endif %} {% endmacro %} {% macro array(name, value, how="internal") %} {{ inset ~ name.upper() }}{% if "layered" in how %} LAYERED{% endif %} {% if how == "constant" %} - CONSTANT {{ value.item() }} +CONSTANT {{ value.item() }} {% elif how == "layered constant" %} {% for layer in value -%} - CONSTANT {{ layer.item() }} +CONSTANT {{ layer.item() }} {%- endfor %} {% elif how == "internal" %} - INTERNAL +INTERNAL {% for chunk in value|array_chunks -%} {{ (2 * inset) ~ chunk|array2string }} {%- endfor %} {% elif how == "external" %} - OPEN/CLOSE {{ value }} +OPEN/CLOSE {{ value }} {% endif %} {% endmacro %} - -{% macro list(name, value) %} -{% for row in (value|data2list) %} -{{ inset ~ row|join(" ") }}{% if not loop.last %}{{ "\n" }}{% endif %} -{%- endfor %} -{% endmacro %} diff --git a/flopy4/mf6/converter.py b/flopy4/mf6/converter.py index d77047c5..82956469 100644 --- a/flopy4/mf6/converter.py +++ b/flopy4/mf6/converter.py @@ -72,6 +72,7 @@ def _get_binding_terms(component: Component) -> tuple[str, ...] | None: def _attach_field_metadata( dataset: xr.Dataset, component_type: type, field_names: list[str] ) -> None: + # TODO: attach metadata to array attrs instead of dataset attrs field_metadata = {} component_fields = fields_dict(component_type) for field_name in field_names: @@ -80,7 +81,7 @@ def _attach_field_metadata( dataset.attrs["field_metadata"] = field_metadata -def _path_to_record(field_name: str, path_value: Path) -> tuple: +def _path_to_tuple(field_name: str, path_value: Path) -> tuple: if field_name.endswith("_file"): base_name = field_name.replace("_file", "").upper() return (base_name, "FILEOUT", str(path_value)) @@ -146,9 +147,11 @@ def unstructure_component(value: Component) -> dict[str, Any]: # - xarray DataArrays with 'nper' dimension to kper-sliced datasets # (and split the period data into separate kper-indexed blocks) # - other values to their original form - if isinstance(field_value, Path) and field_value is not None: - blocks[block_name][field_name] = _path_to_record(field_name, field_value) - elif isinstance(field_value, datetime) and field_value is not None: + if isinstance(field_value, Path): + rec = _path_to_tuple(field_name, field_value) + # name may have changed e.g dropping '_file' suffix + blocks[block_name][rec[0]] = rec + elif isinstance(field_value, datetime): blocks[block_name][field_name] = field_value.isoformat() elif ( field_name == "auxiliary" @@ -192,14 +195,7 @@ def unstructure_component(value: Component) -> dict[str, Any]: for kper in range(field_value.sizes["nper"]) } else: - if ( - # TODO: refactor - # field_name == "save_budget" - # or field_name == "save_head" - # or field_name == "print_budget" - # or field_name == "print_head" - np.issubdtype(field_value.dtype, np.str_) - ): + if np.issubdtype(field_value.dtype, np.str_): period_data[field_name] = { kper: field_value[kper] for kper in range(field_value.sizes["nper"]) } diff --git a/flopy4/mf6/gwf/oc.py b/flopy4/mf6/gwf/oc.py index 476665fb..00a5e8d5 100644 --- a/flopy4/mf6/gwf/oc.py +++ b/flopy4/mf6/gwf/oc.py @@ -58,7 +58,6 @@ class Period: default="all", dims=("nper",), converter=Converter(dict_to_array, takes_self=True, takes_field=True), - format="keystring", ) save_budget: Optional[NDArray[np.object_]] = array( object, @@ -66,7 +65,6 @@ class Period: default="all", dims=("nper",), converter=Converter(dict_to_array, takes_self=True, takes_field=True), - format="keystring", ) print_head: Optional[NDArray[np.object_]] = array( object, @@ -74,7 +72,6 @@ class Period: default="all", dims=("nper",), converter=Converter(dict_to_array, takes_self=True, takes_field=True), - format="keystring", ) print_budget: Optional[NDArray[np.object_]] = array( object, @@ -82,5 +79,4 @@ class Period: default="all", dims=("nper",), converter=Converter(dict_to_array, takes_self=True, takes_field=True), - format="keystring", ) diff --git a/flopy4/mf6/spec.py b/flopy4/mf6/spec.py index 3bed75ab..b6131ede 100644 --- a/flopy4/mf6/spec.py +++ b/flopy4/mf6/spec.py @@ -12,8 +12,8 @@ import numpy as np from attrs import NOTHING, Attribute from modflow_devtools.dfn.schema.block import block_sort_key -from modflow_devtools.dfn.schema.field import FieldType from modflow_devtools.dfn.schema.v2 import Field as FieldV2 +from modflow_devtools.dfn.schema.v2 import FieldType from flopy4.spec import array as flopy_array from flopy4.spec import coord as flopy_coord @@ -106,14 +106,11 @@ def array( metadata=None, on_setattr=None, block: str | None = None, - format: str | None = None, ): """Define an array field.""" if block: metadata = metadata or {} metadata["block"] = block - if format: - metadata["format"] = format return flopy_array( cls=cls, dims=dims, @@ -174,7 +171,7 @@ def to_field_type(t: type) -> FieldType: case builtins.int | np.integer: return "integer" # type: ignore case builtins.float | np.floating: - return "double precision" # type: ignore + return "double" # type: ignore case t if t is Path or t is datetime: return "string" case t if get_origin(t) in (Union, types.UnionType): @@ -188,12 +185,13 @@ def to_field_type(t: type) -> FieldType: case builtins.int | np.integer: return "integer" case builtins.float | np.floating: - return "double precision" + return "double" case tt if tt is Path or tt is datetime: return "string" case _: return "record" - return "keystring" + return "list" + # TODO handle arrays case _: return "record" @@ -208,14 +206,13 @@ def get_field_type(attribute: Attribute) -> FieldType: """ 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: + match xatmeta["kind"]: case "child": - return "recarray" # Child components become tabular bindings + return "list" # Child components become tabular bindings case "array": - return "recarray" + return "array" case "coord": - return "recarray" + return "array" case "dim": return "integer" case "attr": diff --git a/flopy4/mf6/tdis.py b/flopy4/mf6/tdis.py index 13bdcef3..da0f5c5f 100644 --- a/flopy4/mf6/tdis.py +++ b/flopy4/mf6/tdis.py @@ -58,7 +58,7 @@ def from_time(cls, time: ModelTime) -> "Tdis": """Create a time discretization from a `ModelTime`.""" return cls( nper=time.nper, - time_units=time.time_units, + time_units=None if time.time_units in [None, "unknown"] else time.time_units, start_date_time=time.start_datetime, perlen=time.perlen, nstp=time.nstp, diff --git a/pixi.lock b/pixi.lock index 1697f4db..d821b698 100644 --- a/pixi.lock +++ b/pixi.lock @@ -60,7 +60,7 @@ environments: - pypi: https://files.pythonhosted.org/packages/97/12/a1f2f4fdc6b7159c0d12249456f9fe454665b6126e98dbee9f2bd3cf735c/lz4-4.4.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl - pypi: https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl - 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