ENH: add pad (#71)

* ENH: add pad

* remove delegation for now

* tweaks

* add xp, device tests

---------

Co-authored-by: Lucas Colley <[email protected]>

Author: ev-br

src/array_api_extra/__init__.py

@@ -1,6 +1,15 @@
 """Extra array functions built on top of the array API standard."""
 
-from ._funcs import atleast_nd, cov, create_diagonal, expand_dims, kron, setdiff1d, sinc
+from ._funcs import (
+    atleast_nd,
+    cov,
+    create_diagonal,
+    expand_dims,
+    kron,
+    pad,
+    setdiff1d,
+    sinc,
+)
 
 __version__ = "0.4.1.dev0"
 
@@ -12,6 +21,7 @@
     "create_diagonal",
     "expand_dims",
     "kron",
+    "pad",
     "setdiff1d",
     "sinc",
 ]

src/array_api_extra/_funcs.py

@@ -12,6 +12,7 @@
     "create_diagonal",
     "expand_dims",
     "kron",
+    "pad",
     "setdiff1d",
     "sinc",
 ]
@@ -538,3 +539,53 @@ def sinc(x: Array, /, *, xp: ModuleType | None = None) -> Array:
         xp.asarray(xp.finfo(x.dtype).eps, dtype=x.dtype, device=_compat.device(x)),
     )
     return xp.sin(y) / y
+
+
+def pad(
+    x: Array,
+    pad_width: int,
+    mode: str = "constant",
+    *,
+    xp: ModuleType | None = None,
+    constant_values: bool | int | float | complex = 0,
+) -> Array:
+    """
+    Pad the input array.
+
+    Parameters
+    ----------
+    x : array
+        Input array.
+    pad_width : int
+        Pad the input array with this many elements from each side.
+    mode : str, optional
+        Only "constant" mode is currently supported, which pads with
+        the value passed to `constant_values`.
+    xp : array_namespace, optional
+        The standard-compatible namespace for `x`. Default: infer.
+    constant_values : python scalar, optional
+        Use this value to pad the input. Default is zero.
+
+    Returns
+    -------
+    array
+        The input array,
+        padded with ``pad_width`` elements equal to ``constant_values``.
+    """
+    if mode != "constant":
+        msg = "Only `'constant'` mode is currently supported"
+        raise NotImplementedError(msg)
+
+    value = constant_values
+
+    if xp is None:
+        xp = array_namespace(x)
+
+    padded = xp.full(
+        tuple(x + 2 * pad_width for x in x.shape),
+        fill_value=value,
+        dtype=x.dtype,
+        device=_compat.device(x),
+    )
+    padded[(slice(pad_width, -pad_width, None),) * x.ndim] = x
+    return padded

tests/test_funcs.py

@@ -13,6 +13,7 @@
     create_diagonal,
     expand_dims,
     kron,
+    pad,
     setdiff1d,
     sinc,
 )
@@ -385,3 +386,33 @@ def test_device(self):
 
     def test_xp(self):
         assert_array_equal(sinc(xp.asarray(0.0), xp=xp), xp.asarray(1.0))
+
+
+class TestPad:
+    def test_simple(self):
+        a = xp.arange(1, 4)
+        padded = pad(a, 2)
+        assert xp.all(padded == xp.asarray([0, 0, 1, 2, 3, 0, 0]))
+
+    def test_fill_value(self):
+        a = xp.arange(1, 4)
+        padded = pad(a, 2, constant_values=42)
+        assert xp.all(padded == xp.asarray([42, 42, 1, 2, 3, 42, 42]))
+
+    def test_ndim(self):
+        a = xp.reshape(xp.arange(2 * 3 * 4), (2, 3, 4))
+        padded = pad(a, 2)
+        assert padded.shape == (6, 7, 8)
+
+    def test_mode_not_implemented(self):
+        a = xp.arange(3)
+        with pytest.raises(NotImplementedError, match="Only `'constant'`"):
+            pad(a, 2, mode="edge")
+
+    def test_device(self):
+        device = xp.Device("device1")
+        a = xp.asarray(0.0, device=device)
+        assert pad(a, 2).device == device
+
+    def test_xp(self):
+        assert_array_equal(pad(xp.asarray(0), 1, xp=xp), xp.zeros(3))