add count process

openeo_processes_dask/process_implementations/arrays.py

@@ -1,6 +1,7 @@
+import copy
 import itertools
 import logging
-from typing import Any, Optional
+from typing import Any, Callable, Optional, Union
 
 import dask.array as da
 import numpy as np
@@ -10,6 +11,7 @@
 from openeo_pg_parser_networkx.pg_schema import DateTime
 from xarray.core.duck_array_ops import isnull, notnull
 
+from openeo_processes_dask.process_implementations.comparison import is_valid
 from openeo_processes_dask.process_implementations.cubes.utils import _is_dask_array
 from openeo_processes_dask.process_implementations.exceptions import (
     ArrayElementNotAvailable,
@@ -35,6 +37,7 @@
     "order",
     "rearrange",
     "sort",
+    "count",
 ]
 
 
@@ -337,3 +340,20 @@ def sort(
         return data_sorted_flip
     elif nodata == True:  # default sort behaviour, np.nan values are put last
         return data_sorted
+
+
+def count(
+    data: ArrayLike,
+    condition: Optional[Union[Callable, bool]] = None,
+    context: Any = None,
+    axis=None,
+    keepdims=False,
+):
+    if condition is None:
+        valid = is_valid(data)
+        return np.nansum(valid, axis=axis, keepdims=keepdims)
+    if condition is True:
+        return np.nansum(np.ones_like(data), axis=axis, keepdims=keepdims)
+    if callable(condition):
+        count = condition(data)
+        return np.nansum(count, axis=axis, keepdims=keepdims)

tests/test_arrays.py

@@ -459,3 +459,44 @@ def test_reduce_dimension(
     )
     assert output_cube[0, 0, 0].data.compute().item() is True
     assert not output_cube[slice(1, None), :, :].data.compute().any()
+
+
+@pytest.mark.parametrize("size", [(3, 3, 2, 4)])
+@pytest.mark.parametrize("dtype", [np.float32])
+def test_count(temporal_interval, bounding_box, random_raster_data, process_registry):
+    input_cube = create_fake_rastercube(
+        data=random_raster_data,
+        spatial_extent=bounding_box,
+        temporal_extent=temporal_interval,
+        bands=["B02", "B03", "B04", "B08"],
+        backend="dask",
+    )
+
+    _process = partial(
+        process_registry["count"].implementation,
+        data=ParameterReference(from_parameter="data"),
+    )
+    output_cube = reduce_dimension(data=input_cube, reducer=_process, dimension="bands")
+    general_output_checks(
+        input_cube=input_cube,
+        output_cube=output_cube,
+        verify_attrs=False,
+        verify_crs=True,
+    )
+    assert output_cube.dims == ("x", "y", "t")
+    xr.testing.assert_equal(output_cube, xr.zeros_like(output_cube) + 4)
+
+    _process = partial(
+        process_registry["count"].implementation,
+        data=ParameterReference(from_parameter="data"),
+        condition=True,
+    )
+    output_cube = reduce_dimension(data=input_cube, reducer=_process, dimension="bands")
+    general_output_checks(
+        input_cube=input_cube,
+        output_cube=output_cube,
+        verify_attrs=False,
+        verify_crs=True,
+    )
+    assert output_cube.dims == ("x", "y", "t")
+    xr.testing.assert_equal(output_cube, xr.zeros_like(output_cube) + 4)