ak.contents.ByteMaskedArray
---------------------------

.. py:module: ak.contents.ByteMaskedArray

Defined in `awkward.contents.bytemaskedarray <https://github.com/scikit-hep/awkward/blob/0e052cbbf0a947fa88834710ee63a15582a0da63/src/awkward/contents/bytemaskedarray.py>`__ on `line 57 <https://github.com/scikit-hep/awkward/blob/0e052cbbf0a947fa88834710ee63a15582a0da63/src/awkward/contents/bytemaskedarray.py#L57>`__.

.. py:class:: ak.contents.ByteMaskedArray(self, mask, content, valid_when, *, parameters=None)

The ByteMaskedArray implements an :py:obj:`ak.types.OptionType` with two aligned
buffers, a boolean ``mask`` and ``content``. At any element ``i`` where
``mask[i] == valid_when``, the value can be found at ``content[i]``. If
``mask[i] != valid_when``, the value is missing (None).

This is equivalent to NumPy's
`masked arrays <https://docs.scipy.org/doc/numpy/reference/maskedarray.html>`__
if ``valid_when=False``.

There is no Apache Arrow equivalent because Arrow
`uses bitmaps <https://arrow.apache.org/docs/format/Columnar.html#validity-bitmaps>`__
to mask all node types.

To illustrate how the constructor arguments are interpreted, the following is a
simplified implementation of ``__init__``, ``__len__``, and ``__getitem__``:

.. code-block:: python


    class ByteMaskedArray(Content):
        def __init__(self, mask, content, valid_when):
            assert isinstance(mask, Index8)
            assert isinstance(content, Content)
            assert isinstance(valid_when, bool)
            assert len(mask) <= len(content)
            self.mask = mask
            self.content = content
            self.valid_when = valid_when

        def __len__(self):
            return len(self.mask)

        def __getitem__(self, where):
            if isinstance(where, int):
                if where < 0:
                    where += len(self)
                assert 0 <= where < len(self)
                if self.mask[where] == self.valid_when:
                    return self.content[where]
                else:
                    return None

            elif isinstance(where, slice) and where.step is None:
                return ByteMaskedArray(
                    self.mask[where.start : where.stop],
                    self.content[where.start : where.stop],
                    valid_when=self.valid_when,
                )

            elif isinstance(where, str):
                return ByteMaskedArray(
                    self.mask, self.content[where], valid_when=self.valid_when
                )

            else:
                raise AssertionError(where)



.. _ak-contents-bytemaskedarray-mask:

.. py:attribute:: ak.contents.ByteMaskedArray.mask



.. _ak-contents-bytemaskedarray-valid_when:

.. py:attribute:: ak.contents.ByteMaskedArray.valid_when



.. _ak-contents-bytemaskedarray-copy:

.. py:method:: ak.contents.ByteMaskedArray.copy(self, mask=UNSET, content=UNSET, valid_when=UNSET, *, parameters=UNSET)



.. _ak-contents-bytemaskedarray-__copy__:

.. py:method:: ak.contents.ByteMaskedArray.__copy__(self)



.. _ak-contents-bytemaskedarray-__deepcopy__:

.. py:method:: ak.contents.ByteMaskedArray.__deepcopy__(self, memo)



.. _ak-contents-bytemaskedarray-simplified:

.. py:method:: ak.contents.ByteMaskedArray.simplified(cls, mask, content, valid_when, *, parameters=None)



.. _ak-contents-bytemaskedarray-_form_with_key:

.. py:method:: ak.contents.ByteMaskedArray._form_with_key(self, getkey)



.. _ak-contents-bytemaskedarray-_form_with_key_path:

.. py:method:: ak.contents.ByteMaskedArray._form_with_key_path(self, path)



.. _ak-contents-bytemaskedarray-_to_buffers:

.. py:method:: ak.contents.ByteMaskedArray._to_buffers(self, form, getkey, container, backend, byteorder)



.. _ak-contents-bytemaskedarray-_to_typetracer:

.. py:method:: ak.contents.ByteMaskedArray._to_typetracer(self, forget_length)



.. _ak-contents-bytemaskedarray-_touch_data:

.. py:method:: ak.contents.ByteMaskedArray._touch_data(self, recursive)



.. _ak-contents-bytemaskedarray-_touch_shape:

.. py:method:: ak.contents.ByteMaskedArray._touch_shape(self, recursive)



.. _ak-contents-bytemaskedarray-length:

.. py:attribute:: ak.contents.ByteMaskedArray.length



.. _ak-contents-bytemaskedarray-_forget_length:

.. py:method:: ak.contents.ByteMaskedArray._forget_length(self)



.. _ak-contents-bytemaskedarray-__repr__:

.. py:method:: ak.contents.ByteMaskedArray.__repr__(self)



.. _ak-contents-bytemaskedarray-_repr:

.. py:method:: ak.contents.ByteMaskedArray._repr(self, indent, pre, post)



.. _ak-contents-bytemaskedarray-to_indexedoptionarray64:

.. py:method:: ak.contents.ByteMaskedArray.to_IndexedOptionArray64(self)



.. _ak-contents-bytemaskedarray-to_bytemaskedarray:

.. py:method:: ak.contents.ByteMaskedArray.to_ByteMaskedArray(self, valid_when)



.. _ak-contents-bytemaskedarray-to_bitmaskedarray:

.. py:method:: ak.contents.ByteMaskedArray.to_BitMaskedArray(self, valid_when, lsb_order)



.. _ak-contents-bytemaskedarray-mask_as_bool:

.. py:method:: ak.contents.ByteMaskedArray.mask_as_bool(self, valid_when=None)



.. _ak-contents-bytemaskedarray-_getitem_nothing:

.. py:method:: ak.contents.ByteMaskedArray._getitem_nothing(self)



.. _ak-contents-bytemaskedarray-_is_getitem_at_placeholder:

.. py:method:: ak.contents.ByteMaskedArray._is_getitem_at_placeholder(self)



.. _ak-contents-bytemaskedarray-_getitem_at:

.. py:method:: ak.contents.ByteMaskedArray._getitem_at(self, where)



.. _ak-contents-bytemaskedarray-_getitem_range:

.. py:method:: ak.contents.ByteMaskedArray._getitem_range(self, start, stop)



.. _ak-contents-bytemaskedarray-_getitem_field:

.. py:method:: ak.contents.ByteMaskedArray._getitem_field(self, where, only_fields=())



.. _ak-contents-bytemaskedarray-_getitem_fields:

.. py:method:: ak.contents.ByteMaskedArray._getitem_fields(self, where, only_fields=())



.. _ak-contents-bytemaskedarray-_carry:

.. py:method:: ak.contents.ByteMaskedArray._carry(self, carry, allow_lazy)



.. _ak-contents-bytemaskedarray-_nextcarry_outindex:

.. py:method:: ak.contents.ByteMaskedArray._nextcarry_outindex(self)



.. _ak-contents-bytemaskedarray-_getitem_next_jagged_generic:

.. py:method:: ak.contents.ByteMaskedArray._getitem_next_jagged_generic(self, slicestarts, slicestops, slicecontent, tail)



.. _ak-contents-bytemaskedarray-_getitem_next_jagged:

.. py:method:: ak.contents.ByteMaskedArray._getitem_next_jagged(self, slicestarts, slicestops, slicecontent, tail)



.. _ak-contents-bytemaskedarray-_getitem_next:

.. py:method:: ak.contents.ByteMaskedArray._getitem_next(self, head, tail, advanced)



.. _ak-contents-bytemaskedarray-project:

.. py:method:: ak.contents.ByteMaskedArray.project(self, mask=None)



.. _ak-contents-bytemaskedarray-_offsets_and_flattened:

.. py:method:: ak.contents.ByteMaskedArray._offsets_and_flattened(self, axis, depth)



.. _ak-contents-bytemaskedarray-_mergeable_next:

.. py:method:: ak.contents.ByteMaskedArray._mergeable_next(self, other, mergebool)



.. _ak-contents-bytemaskedarray-_reverse_merge:

.. py:method:: ak.contents.ByteMaskedArray._reverse_merge(self, other)



.. _ak-contents-bytemaskedarray-_mergemany:

.. py:method:: ak.contents.ByteMaskedArray._mergemany(self, others)



.. _ak-contents-bytemaskedarray-_fill_none:

.. py:method:: ak.contents.ByteMaskedArray._fill_none(self, value)



.. _ak-contents-bytemaskedarray-_local_index:

.. py:method:: ak.contents.ByteMaskedArray._local_index(self, axis, depth)



.. _ak-contents-bytemaskedarray-_numbers_to_type:

.. py:method:: ak.contents.ByteMaskedArray._numbers_to_type(self, name, including_unknown)



.. _ak-contents-bytemaskedarray-_is_unique:

.. py:method:: ak.contents.ByteMaskedArray._is_unique(self, negaxis, starts, parents, outlength)



.. _ak-contents-bytemaskedarray-_unique:

.. py:method:: ak.contents.ByteMaskedArray._unique(self, negaxis, starts, parents, outlength)



.. _ak-contents-bytemaskedarray-_argsort_next:

.. py:method:: ak.contents.ByteMaskedArray._argsort_next(self, negaxis, starts, shifts, parents, outlength, ascending, stable)



.. _ak-contents-bytemaskedarray-_sort_next:

.. py:method:: ak.contents.ByteMaskedArray._sort_next(self, negaxis, starts, parents, outlength, ascending, stable)



.. _ak-contents-bytemaskedarray-_combinations:

.. py:method:: ak.contents.ByteMaskedArray._combinations(self, n, replacement, recordlookup, parameters, axis, depth)



.. _ak-contents-bytemaskedarray-_reduce_next:

.. py:method:: ak.contents.ByteMaskedArray._reduce_next(self, reducer, negaxis, starts, shifts, parents, outlength, mask, keepdims, behavior)



.. _ak-contents-bytemaskedarray-_validity_error:

.. py:method:: ak.contents.ByteMaskedArray._validity_error(self, path)



.. _ak-contents-bytemaskedarray-_nbytes_part:

.. py:method:: ak.contents.ByteMaskedArray._nbytes_part(self)



.. _ak-contents-bytemaskedarray-_pad_none:

.. py:method:: ak.contents.ByteMaskedArray._pad_none(self, target, axis, depth, clip)



.. _ak-contents-bytemaskedarray-_to_arrow:

.. py:method:: ak.contents.ByteMaskedArray._to_arrow(self, pyarrow, mask_node, validbytes, length, options)



.. _ak-contents-bytemaskedarray-_to_cudf:

.. py:method:: ak.contents.ByteMaskedArray._to_cudf(self, cudf, mask, length)



.. _ak-contents-bytemaskedarray-_to_backend_array:

.. py:method:: ak.contents.ByteMaskedArray._to_backend_array(self, allow_missing, backend)



.. _ak-contents-bytemaskedarray-_remove_structure:

.. py:method:: ak.contents.ByteMaskedArray._remove_structure(self, backend, options)



.. _ak-contents-bytemaskedarray-_drop_none:

.. py:method:: ak.contents.ByteMaskedArray._drop_none(self)



.. _ak-contents-bytemaskedarray-_recursively_apply:

.. py:method:: ak.contents.ByteMaskedArray._recursively_apply(self, action, depth, depth_context, lateral_context, options)



.. _ak-contents-bytemaskedarray-to_packed:

.. py:method:: ak.contents.ByteMaskedArray.to_packed(self, recursive=True)



.. _ak-contents-bytemaskedarray-_to_list:

.. py:method:: ak.contents.ByteMaskedArray._to_list(self, behavior, json_conversions)



.. _ak-contents-bytemaskedarray-_to_backend:

.. py:method:: ak.contents.ByteMaskedArray._to_backend(self, backend)



.. _ak-contents-bytemaskedarray-_is_equal_to:

.. py:method:: ak.contents.ByteMaskedArray._is_equal_to(self, other, index_dtype, numpyarray, all_parameters)