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seismanyvonnefroehlichweiji14
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data_kind: Refactor the if-else statements into match-case statements (#3481)
Co-authored-by: Yvonne Fröhlich <94163266+yvonnefroehlich@users.noreply.github.com> Co-authored-by: Wei Ji <23487320+weiji14@users.noreply.github.com>
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pygmt/helpers/utils.py

Lines changed: 40 additions & 34 deletions
Original file line numberDiff line numberDiff line change
@@ -188,22 +188,27 @@ def _check_encoding(
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def data_kind(
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data: Any = None, required: bool = True
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data: Any, required: bool = True
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) -> Literal[
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"arg", "file", "geojson", "grid", "image", "matrix", "stringio", "vectors"
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]:
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r"""
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Check the kind of data that is provided to a module.
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The ``data`` argument can be in any type, but only following types are supported:
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- a string or a :class:`pathlib.PurePath` object or a sequence of them, representing
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a file name or a list of file names
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- a 2-D or 3-D :class:`xarray.DataArray` object
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- a 2-D matrix
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- None, bool, int or float type representing an optional arguments
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- a geo-like Python object that implements ``__geo_interface__`` (e.g.,
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geopandas.GeoDataFrame or shapely.geometry)
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The argument passed to the ``data`` parameter can have any data type. The
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following data kinds are recognized and returned as ``kind``:
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- ``"arg"``: ``data`` is ``None`` and ``required=False``, or bool, int, float,
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representing an optional argument, used for dealing with optional virtual files
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- ``"file"``: a string or a :class:`pathlib.PurePath` object or a sequence of them,
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representing one or more file names
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- ``"geojson"``: a geo-like Python object that implements ``__geo_interface__``
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(e.g., geopandas.GeoDataFrame or shapely.geometry)
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- ``"grid"``: a :class:`xarray.DataArray` object that is not 3-D
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- ``"image"``: a 3-D :class:`xarray.DataArray` object
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- ``"stringio"``: a :class:`io.StringIO` object
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- ``"matrix"``: anything else that is not ``None``
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- ``"vectors"``: ``data`` is ``None`` and ``required=True``
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Parameters
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----------
@@ -287,30 +292,31 @@ def data_kind(
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>>> data_kind(data=None)
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'vectors'
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"""
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kind: Literal[
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"arg", "file", "geojson", "grid", "image", "matrix", "stringio", "vectors"
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]
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if isinstance(data, str | pathlib.PurePath) or (
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isinstance(data, list | tuple)
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and all(isinstance(_file, str | pathlib.PurePath) for _file in data)
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):
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# One or more files
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kind = "file"
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elif isinstance(data, bool | int | float) or (data is None and not required):
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kind = "arg"
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elif isinstance(data, io.StringIO):
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kind = "stringio"
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elif isinstance(data, xr.DataArray):
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kind = "image" if len(data.dims) == 3 else "grid"
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elif hasattr(data, "__geo_interface__"):
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# geo-like Python object that implements ``__geo_interface__``
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# (geopandas.GeoDataFrame or shapely.geometry)
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kind = "geojson"
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elif data is not None:
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kind = "matrix"
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else:
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kind = "vectors"
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return kind
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match data:
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case str() | pathlib.PurePath(): # One file.
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kind = "file"
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case list() | tuple() if all(
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isinstance(_file, str | pathlib.PurePath) for _file in data
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): # A list/tuple of files.
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kind = "file"
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case io.StringIO():
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kind = "stringio"
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case (bool() | int() | float()) | None if not required:
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# An option argument, mainly for dealing with optional virtual files.
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kind = "arg"
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case xr.DataArray():
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# An xarray.DataArray object, representing either a grid or an image.
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kind = "image" if len(data.dims) == 3 else "grid"
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case x if hasattr(x, "__geo_interface__"):
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# Geo-like Python object that implements ``__geo_interface__`` (e.g.,
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# geopandas.GeoDataFrame or shapely.geometry).
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# Reference: https://gist.github.com/sgillies/2217756
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kind = "geojson"
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case x if x is not None: # Any not-None is considered as a matrix.
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kind = "matrix"
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case _: # Fall back to "vectors" if data is None and required=True.
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kind = "vectors"
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return kind # type: ignore[return-value]
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def non_ascii_to_octal(

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