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Bugfix shape masking #6129

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340 changes: 202 additions & 138 deletions lib/iris/_shapefiles.py

Large diffs are not rendered by default.

5 changes: 5 additions & 0 deletions lib/iris/tests/unit/_shapefiles/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
# Copyright Iris contributors
#
# This file is part of Iris and is released under the BSD license.
# See LICENSE in the root of the repository for full licensing details.
"""Unit tests for the :mod:`iris._shapefiles` module."""
160 changes: 160 additions & 0 deletions lib/iris/tests/unit/_shapefiles/test_is_geometry_valid.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,160 @@
# Copyright Iris contributors
#
# This file is part of Iris and is released under the BSD license.
# See LICENSE in the root of the repository for full licensing details.
"""Unit tests for :func:`iris._shapefiles.is_geometry_valid`."""

# import iris tests first so that some things can be initialised before
# importing anything else
import iris.tests as tests # isort:skip

from pyproj import CRS
import pytest
from shapely.geometry import box

from iris._shapefiles import is_geometry_valid


# Shareable shape fixtures used in:
# - util/test_mask_cube_from_shapefile.py
# - _shapefiles/test_is_geometry_valid.py
@pytest.fixture(scope="session")
def wgs84_crs():
return CRS.from_epsg(4326)


@pytest.fixture(scope="session")
def osgb_crs():
return CRS.from_epsg(27700)


@pytest.fixture(scope="session")
def basic_circular_geometry():
# Define geometry of a basic circle with center at (0, 0) and radius 10
center = (0, 0)
radius = 10

circle = Point(center).buffer(radius)

return circle


@pytest.fixture(scope="session")
def basic_rectangular_geometry():
# Define the coordinates of a basic rectangle
min_lon = -90
min_lat = -45
max_lon = 90
max_lat = 45

# Create the rectangular geometry
return box(min_lon, min_lat, max_lon, max_lat)


@pytest.fixture(scope="session")
def basic_point_geometry():
# Define the coordinates of a basic point (lon, lat)
return Point((-3.476204, 50.727059))


@pytest.fixture(scope="session")
def basic_line_geometry():
# Define the coordinates of a basic line
return LineString([(0, 0), (10, 10)])


@pytest.fixture(scope="session")
def basic_point_collection():
# Define the coordinates of a basic collection of points
# as (lon, lat) tuples, assuming a WGS84 projection.
points = MultiPoint(
[
(0, 0),
(10, 10),
(-10, -10),
(-3.476204, 50.727059),
(174.761067, -36.846211),
(-77.032801, 38.892717),
]
)

return points


@pytest.fixture(scope="session")
def canada_geometry():
# Define the coordinates of a rectangle that covers Canada
return box(-143.5, 42.6, -37.8, 84.0)


@pytest.fixture(scope="session")
def bering_sea_geometry():
# Define the coordinates of a rectangle that covers the Bering Sea
return box(148.42, 49.1, -138.74, 73.12)


@pytest.fixture(scope="session")
def uk_geometry():
# Define the coordinates of a rectangle that covers the UK
return box(-10, 49, 2, 61)


@pytest.fixture(scope="session")
def invalid_geometry_poles():
# Define the coordinates of a rectangle that crosses the poles
return box(-10, -90, 10, 90)


@pytest.fixture(scope="session")
def invalid_geometry_bounds():
# Define the coordinates of a rectangle that is outside the bounds of the coordinate system
return box(-200, -100, 200, 100)


class TestGeometry(tests.IrisTest):
# Test validity of different geometries
@pytest.mark.parametrize(
"test_input",
[
"basic_circular_geometry",
"basic_rectangular_geometry",
"basic_point_geometry",
"basic_line_geometry",
"basic_point_collection",
"canada_geometry",
],
)
def test_valid_geometry(test_input, expected):
# Assert that all valid geometries are return None
assert is_geometry_valid(request.getfixturevalue(test_input), wgs84) is None

# Fixtures retrieved from conftest.py
@pytest.mark.parametrize(
"test_input, errortype, errormessage",
[
(
"bering_sea_geometry",
ValueError,
"Geometry crossing the antimeridian is not supported.",
),
(
"invalid_geometry_poles",
ValueError,
"Geometry crossing the poles is not supported.",
),
(
"invalid_geometry_bounds",
ValueError,
"Geometry [<POLYGON ((200 -100, 200 100, -200 100, -200 -100, 200 -100))>] is not valid for the given coordinate system EPSG:4326. Check that your coordinates are correctly specified.",
),
(
"not a valid geometry",
TypeError,
"Geometry is not a valid Shapely object",
),
],
)
def test_invalid_geometry(test_input, errortype, errormessage):
# Assert that all invalid geometries raise the expected error
with pytest.raises(errortype, match=errormessage):
is_geometry_valid(request.getfixturevalue(test_input), wgs84)
1 change: 1 addition & 0 deletions lib/iris/tests/unit/conftest.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@
# See LICENSE in the root of the repository for full licensing details.
"""Unit tests fixture infra-structure."""

from pyproj import CRS
import pytest

import iris
Expand Down
18 changes: 18 additions & 0 deletions lib/iris/tests/unit/util/test_mask_cube_from_shapefile.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,16 +4,34 @@
# See LICENSE in the root of the repository for full licensing details.
"""Unit tests for :func:`iris.util.mask_cube_from_shapefile`."""

from cartopy.feature import ShapelyFeature
import numpy as np
from pyproj import CRS
import pytest
import shapely
from shapely import LineString, MultiPoint, Point
from shapely.geometry import box

from iris.coord_systems import RotatedGeogCS
from iris.coords import DimCoord
import iris.cube
from iris.util import mask_cube_from_shapefile
from iris.warnings import IrisUserWarning

# def _apply_WGS84_crs(geometry):
# """Apply a WGS84 CRS to a geometry."""
# crs = CRS.from_epsg(4326)
# return ShapelyFeature(geom

# def _apply_OSGB36_crs(geometry):
# """Apply an OSGB36 CRS to a geometry."""
# crs = CRS.from_epsg(27700)
# geometry = geometry.__geo_interface__
# geometry["crs"] = crs
# return geometry

# Fixtures retrieved from _shapefiles/test_is_geometry_valid.py


class TestBasicCubeMasking:
"""Unit tests for mask_cube_from_shapefile function."""
Expand Down
30 changes: 25 additions & 5 deletions lib/iris/util.py
Original file line number Diff line number Diff line change
Expand Up @@ -2129,9 +2129,17 @@ def _strip_metadata_from_dims(cube, dims):
return reduced_cube


def mask_cube_from_shapefile(cube, shape, minimum_weight=0.0, in_place=False):
def mask_cube_from_shapefile(
cube: iris.cube.Cube,
shape: shapely.Geometry,
shape_crs: cartopy.crs = None,
minimum_weight: float = 0.0,
in_place: bool = False,
):
"""Take a shape object and masks all points not touching it in a cube.

This function allows masking a cube with any shape object,
(e.g. Natural Earth Shapefiles via cartopy).
Finds the overlap between the `shape` and the `cube` in 2D xy space and
masks out any cells with less % overlap with shape than set.
Default behaviour is to count any overlap between shape and cell as valid
Expand All @@ -2140,10 +2148,12 @@ def mask_cube_from_shapefile(cube, shape, minimum_weight=0.0, in_place=False):
----------
cube : :class:`~iris.cube.Cube` object
The `Cube` object to masked. Must be singular, rather than a `CubeList`.
shape : Shapely.Geometry object
shape : shapely.Geometry object
A single `shape` of the area to remain unmasked on the `cube`.
If it a line object of some kind then minimum_weight will be ignored,
because you cannot compare the area of a 1D line and 2D Cell.
shape_crs : cartopy.crs.CRS, default=None
The coordinate reference system of the shape object.
minimum_weight : float , default=0.0
A number between 0-1 describing what % of a cube cell area must
the shape overlap to include it.
Expand All @@ -2163,8 +2173,6 @@ def mask_cube_from_shapefile(cube, shape, minimum_weight=0.0, in_place=False):

Notes
-----
This function allows masking a cube with any cartopy projection by a shape object,
most commonly from Natural Earth Shapefiles via cartopy.
To mask a cube from a shapefile, both must first be on the same coordinate system.
Shapefiles are mostly on a lat/lon grid with a projection very similar to GeogCS
The shapefile is projected to the coord system of the cube using cartopy, then each cell
Expand All @@ -2181,8 +2189,20 @@ def mask_cube_from_shapefile(cube, shape, minimum_weight=0.0, in_place=False):
>>> shape = shapely.geometry.box(-100,30, -80,40) # box between 30N-40N 100W-80W
>>> masked_cube = mask_cube_from_shapefile(cube, shape)

Warning
-------
For best masking results, both the cube _and_ masking geometry should have a
coordinate reference system (CRS) defined. Masking results will be most reliable
when the cube and masking geometry have the same CRS.

If the cube has no coord_system, the default GeogCS is used where
the coordinate units are degrees. For any other coordinate units,
the cube **must** have a coord_system defined.

If a CRS is not provided for the the masking geometry, the CRS of the cube is assumed.

"""
shapefile_mask = create_shapefile_mask(shape, cube, minimum_weight)
shapefile_mask = create_shapefile_mask(shape, cube, minimum_weight, shape_crs)
masked_cube = mask_cube(cube, shapefile_mask, in_place=in_place)
if not in_place:
return masked_cube
Expand Down
3 changes: 3 additions & 0 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -52,6 +52,9 @@ license = {text = "BSD-3-Clause"}
name = "scitools-iris"
requires-python = ">=3.10"

[project.optional-dependencies]
RASTERIO = ["rasterio"]

[project.urls]
Code = "https://github.com/SciTools/iris"
Discussions = "https://github.com/SciTools/iris/discussions"
Expand Down
1 change: 1 addition & 0 deletions requirements/py312.yml
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,7 @@ dependencies:
- pandas
- pip
- python-stratify
- rasterio

# Test dependencies.
- asv_runner
Expand Down
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