Kernel interface and specification
----------------------------------

All array manipulation that is not performed by NumPy/CuPy/etc. is executed in Awkward Array's low-level "kernels." These functions communicate entirely by side-effects, manipulating already-allocated arrays, and therefore can be implemented with a pure C interface. They're called "kernels" because their signatures are similar to GPU kernels, to make them easier to port to GPUs and similar devices.

All of the kernel functions that Awkward Array uses are documented below. These are internal details of Awkward Array, subject to change at any time, not a public API. The reason that we are documenting the API is to ensure compatibility between the primary CPU-bound kernels and their equivalents, ported to GPUs (and similar devices). The definitions below are expressed in Python code, but the implementations used by Awkward Array are compiled.

awkward_BitMaskedArray_to_ByteMaskedArray
========================================================================
.. py:function:: awkward_BitMaskedArray_to_ByteMaskedArray(tobytemask: List[int8_t], frombitmask: Const[List[uint8_t]], bitmasklength: int64_t, validwhen: bool, lsb_order: bool)
.. code-block:: python

    def awkward_BitMaskedArray_to_ByteMaskedArray(
        tobytemask, frombitmask, bitmasklength, validwhen, lsb_order
    ):
        if lsb_order:
            for i in range(bitmasklength):
                byte = frombitmask[i]
                tobytemask[(i * 8) + 0] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 1] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 2] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 3] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 4] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 5] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 6] = (byte & uint8(1)) != validwhen
                byte >>= 1
                tobytemask[(i * 8) + 7] = (byte & uint8(1)) != validwhen
        else:
            for i in range(bitmasklength):
                byte = frombitmask[i]
                tobytemask[(i * 8) + 0] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 1] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 2] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 3] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 4] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 5] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 6] = ((byte & uint8(128)) != 0) != validwhen
                byte = (byte << 1) & 0xFF
                tobytemask[(i * 8) + 7] = ((byte & uint8(128)) != 0) != validwhen


awkward_BitMaskedArray_to_IndexedOptionArray
========================================================================
.. py:function:: awkward_BitMaskedArray_to_IndexedOptionArray64(toindex: List[int64_t], frombitmask: Const[List[uint8_t]], bitmasklength: int64_t, validwhen: bool, lsb_order: bool)
.. code-block:: python

    def awkward_BitMaskedArray_to_IndexedOptionArray(
        toindex, frombitmask, bitmasklength, validwhen, lsb_order
    ):
        if lsb_order:
            for i in range(bitmasklength):
                byte = frombitmask[i]
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 0] = (i * 8) + 0
                else:
                    toindex[(i * 8) + 0] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 1] = (i * 8) + 1
                else:
                    toindex[(i * 8) + 1] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 2] = (i * 8) + 2
                else:
                    toindex[(i * 8) + 2] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 3] = (i * 8) + 3
                else:
                    toindex[(i * 8) + 3] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 4] = (i * 8) + 4
                else:
                    toindex[(i * 8) + 4] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 5] = (i * 8) + 5
                else:
                    toindex[(i * 8) + 5] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 6] = (i * 8) + 6
                else:
                    toindex[(i * 8) + 6] = -1
                byte >>= 1
                if (byte & uint8(1)) == validwhen:
                    toindex[(i * 8) + 7] = (i * 8) + 7
                else:
                    toindex[(i * 8) + 7] = -1
        else:
            for i in range(bitmasklength):
                byte = frombitmask[i]
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 0] = (i * 8) + 0
                else:
                    toindex[(i * 8) + 0] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 1] = (i * 8) + 1
                else:
                    toindex[(i * 8) + 1] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 2] = (i * 8) + 2
                else:
                    toindex[(i * 8) + 2] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 3] = (i * 8) + 3
                else:
                    toindex[(i * 8) + 3] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 4] = (i * 8) + 4
                else:
                    toindex[(i * 8) + 4] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 5] = (i * 8) + 5
                else:
                    toindex[(i * 8) + 5] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 6] = (i * 8) + 6
                else:
                    toindex[(i * 8) + 6] = -1
                byte = (byte << 1) & 0xFF
                if ((byte & uint8(128)) != 0) == validwhen:
                    toindex[(i * 8) + 7] = (i * 8) + 7
                else:
                    toindex[(i * 8) + 7] = -1


awkward_ByteMaskedArray_getitem_nextcarry
========================================================================
.. py:function:: awkward_ByteMaskedArray_getitem_nextcarry_64(tocarry: List[int64_t], mask: Const[List[int8_t]], length: int64_t, validwhen: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_getitem_nextcarry(tocarry, mask, length, validwhen):
        k = 0
        for i in range(length):
            if (mask[i] != 0) == validwhen:
                tocarry[k] = i
                k = k + 1


awkward_ByteMaskedArray_getitem_nextcarry_outindex
========================================================================
.. py:function:: awkward_ByteMaskedArray_getitem_nextcarry_outindex_64(tocarry: List[int64_t], outindex: List[int64_t], mask: Const[List[int8_t]], length: int64_t, validwhen: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_getitem_nextcarry_outindex(
        tocarry, outindex, mask, length, validwhen
    ):
        k = 0
        for i in range(length):
            if (mask[i] != 0) == validwhen:
                tocarry[k] = i
                outindex[i] = k
                k = k + 1
            else:
                outindex[i] = -1


awkward_ByteMaskedArray_numnull
========================================================================
.. py:function:: awkward_ByteMaskedArray_numnull(numnull: List[int64_t], mask: Const[List[int8_t]], length: int64_t, validwhen: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_numnull(numnull, mask, length, validwhen):
        numnull[0] = 0
        for i in range(length):
            if (mask[i] != 0) != validwhen:
                numnull[0] = numnull[0] + 1


awkward_ByteMaskedArray_overlay_mask
========================================================================
.. py:function:: awkward_ByteMaskedArray_overlay_mask8(tomask: List[int8_t], theirmask: Const[List[int8_t]], mymask: Const[List[int8_t]], length: int64_t, validwhen: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_overlay_mask(tomask, theirmask, mymask, length, validwhen):
        for i in range(length):
            theirs = theirmask[i]
            mine = (mymask[i] != 0) != validwhen
            tomask[i] = 1 if theirs | mine else 0


awkward_ByteMaskedArray_reduce_next_64
========================================================================
.. py:function:: awkward_ByteMaskedArray_reduce_next_64(nextcarry: List[int64_t], nextparents: List[int64_t], outindex: List[int64_t], mask: Const[List[int8_t]], parents: Const[List[int64_t]], length: int64_t, validwhen: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_reduce_next_64(
        nextcarry, nextparents, outindex, mask, parents, length, validwhen
    ):
        k = 0
        for i in range(length):
            if (mask[i] != 0) == validwhen:
                nextcarry[k] = i
                nextparents[k] = parents[i]
                outindex[i] = k
                k = k + 1
            else:
                outindex[i] = -1


awkward_ByteMaskedArray_reduce_next_nonlocal_nextshifts_64
========================================================================
.. py:function:: awkward_ByteMaskedArray_reduce_next_nonlocal_nextshifts_64(nextshifts: List[int64_t], mask: Const[List[int8_t]], length: int64_t, valid_when: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_reduce_next_nonlocal_nextshifts_64(
        nextshifts, mask, length, valid_when
    ):
        nullsum = 0
        k = 0
        for i in range(length):
            if (mask[i] != 0) == (valid_when != 0):
                nextshifts[k] = nullsum
                k = k + 1
            else:
                nullsum = nullsum + 1


awkward_ByteMaskedArray_reduce_next_nonlocal_nextshifts_fromshifts_64
========================================================================
.. py:function:: awkward_ByteMaskedArray_reduce_next_nonlocal_nextshifts_fromshifts_64(nextshifts: List[int64_t], mask: Const[List[int8_t]], length: int64_t, valid_when: bool, shifts: Const[List[int64_t]])
.. code-block:: python

    def awkward_ByteMaskedArray_reduce_next_nonlocal_nextshifts_fromshifts_64(
        nextshifts, mask, length, valid_when, shifts
    ):
        nullsum = 0
        k = 0
        for i in range(length):
            if (mask[i] != 0) == (valid_when != 0):
                nextshifts[k] = shifts[i] + nullsum
                k = k + 1
            else:
                nullsum = nullsum + 1


awkward_ByteMaskedArray_toIndexedOptionArray
========================================================================
.. py:function:: awkward_ByteMaskedArray_toIndexedOptionArray64(toindex: List[int64_t], mask: Const[List[int8_t]], length: int64_t, validwhen: bool)
.. code-block:: python

    def awkward_ByteMaskedArray_toIndexedOptionArray(toindex, mask, length, validwhen):
        for i in range(length):
            toindex[i] = i if (mask[i] != 0) == validwhen else -1


awkward_Content_getitem_next_missing_jagged_getmaskstartstop
========================================================================
.. py:function:: awkward_Content_getitem_next_missing_jagged_getmaskstartstop(index_in: List[int64_t], offsets_in: List[int64_t], mask_out: List[int64_t], starts_out: List[int64_t], stops_out: List[int64_t], length: int64_t)
.. code-block:: python

    def awkward_Content_getitem_next_missing_jagged_getmaskstartstop(
        index_in, offsets_in, mask_out, starts_out, stops_out, length
    ):
        k = 0
        for i in range(length):
            starts_out[i] = offsets_in[k]
            if index_in[i] < 0:
                mask_out[i] = -1
                stops_out[i] = offsets_in[k]
            else:
                mask_out[i] = i
                k = k + 1
                stops_out[i] = offsets_in[k]


awkward_IndexedArray_fill
========================================================================
.. py:function:: awkward_IndexedArray_fill_to64_from32(toindex: List[int64_t], toindexoffset: int64_t, fromindex: Const[List[int32_t]], length: int64_t, base: int64_t)
.. py:function:: awkward_IndexedArray_fill_to64_from64(toindex: List[int64_t], toindexoffset: int64_t, fromindex: Const[List[int64_t]], length: int64_t, base: int64_t)
.. py:function:: awkward_IndexedArray_fill_to64_fromU32(toindex: List[int64_t], toindexoffset: int64_t, fromindex: Const[List[uint32_t]], length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_IndexedArray_fill(toindex, toindexoffset, fromindex, length, base):
        for i in range(length):
            fromval = fromindex[i]
            toindex[toindexoffset + i] = -1 if fromval < 0 else fromval + base


awkward_IndexedArray_fill_count
========================================================================
.. py:function:: awkward_IndexedArray_fill_to64_count(toindex: List[int64_t], toindexoffset: int64_t, length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_IndexedArray_fill_count(toindex, toindexoffset, length, base):
        for i in range(length):
            toindex[toindexoffset + i] = i + base


awkward_IndexedArray_flatten_nextcarry
========================================================================
.. py:function:: awkward_IndexedArray32_flatten_nextcarry_64(tocarry: List[int64_t], fromindex: Const[List[int32_t]], lenindex: int64_t, lencontent: int64_t)
.. py:function:: awkward_IndexedArray64_flatten_nextcarry_64(tocarry: List[int64_t], fromindex: Const[List[int64_t]], lenindex: int64_t, lencontent: int64_t)
.. py:function:: awkward_IndexedArrayU32_flatten_nextcarry_64(tocarry: List[int64_t], fromindex: Const[List[uint32_t]], lenindex: int64_t, lencontent: int64_t)
.. code-block:: python

    def awkward_IndexedArray_flatten_nextcarry(tocarry, fromindex, lenindex, lencontent):
        k = 0
        for i in range(lenindex):
            j = fromindex[i]
            if j >= lencontent:
                raise ValueError("index out of range")
            else:
                if j >= 0:
                    tocarry[k] = j
                    k = k + 1


awkward_IndexedArray_flatten_none2empty
========================================================================
.. py:function:: awkward_IndexedArray32_flatten_none2empty_64(outoffsets: List[int64_t], outindex: Const[List[int32_t]], outindexlength: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t)
.. py:function:: awkward_IndexedArray64_flatten_none2empty_64(outoffsets: List[int64_t], outindex: Const[List[int64_t]], outindexlength: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t)
.. py:function:: awkward_IndexedArrayU32_flatten_none2empty_64(outoffsets: List[int64_t], outindex: Const[List[uint32_t]], outindexlength: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t)
.. code-block:: python

    def awkward_IndexedArray_flatten_none2empty(
        outoffsets, outindex, outindexlength, offsets, offsetslength
    ):
        outoffsets[0] = offsets[0]
        k = 1
        for i in range(outindexlength):
            idx = outindex[i]
            if idx < 0:
                outoffsets[k] = outoffsets[k - 1]
                k = k + 1
            else:
                if (idx + 1) >= offsetslength:
                    raise ValueError("flattening offset out of range")
                else:
                    count = offsets[idx + 1] - offsets[idx]
                    outoffsets[k] = outoffsets[k - 1] + count
                    k = k + 1


awkward_IndexedArray_getitem_nextcarry
========================================================================
.. py:function:: awkward_IndexedArray32_getitem_nextcarry_64(tocarry: List[int64_t], fromindex: Const[List[int32_t]], lenindex: int64_t, lencontent: int64_t)
.. py:function:: awkward_IndexedArray64_getitem_nextcarry_64(tocarry: List[int64_t], fromindex: Const[List[int64_t]], lenindex: int64_t, lencontent: int64_t)
.. py:function:: awkward_IndexedArrayU32_getitem_nextcarry_64(tocarry: List[int64_t], fromindex: Const[List[uint32_t]], lenindex: int64_t, lencontent: int64_t)
.. code-block:: python

    def awkward_IndexedArray_getitem_nextcarry(tocarry, fromindex, lenindex, lencontent):
        k = 0
        for i in range(lenindex):
            j = fromindex[i]
            if (j < 0) or (j >= lencontent):
                raise ValueError("index out of range")
            else:
                tocarry[k] = j
                k = k + 1


awkward_IndexedArray_getitem_nextcarry_outindex
========================================================================
.. py:function:: awkward_IndexedArray32_getitem_nextcarry_outindex_64(tocarry: List[int64_t], toindex: List[int32_t], fromindex: Const[List[int32_t]], lenindex: int64_t, lencontent: int64_t)
.. py:function:: awkward_IndexedArray64_getitem_nextcarry_outindex_64(tocarry: List[int64_t], toindex: List[int64_t], fromindex: Const[List[int64_t]], lenindex: int64_t, lencontent: int64_t)
.. py:function:: awkward_IndexedArrayU32_getitem_nextcarry_outindex_64(tocarry: List[int64_t], toindex: List[uint32_t], fromindex: Const[List[uint32_t]], lenindex: int64_t, lencontent: int64_t)
.. code-block:: python

    def awkward_IndexedArray_getitem_nextcarry_outindex(
        tocarry, toindex, fromindex, lenindex, lencontent
    ):
        k = 0
        for i in range(lenindex):
            j = fromindex[i]
            if j >= lencontent:
                raise ValueError("index out of range")
            else:
                if j < 0:
                    toindex[i] = -1
                else:
                    tocarry[k] = j
                    toindex[i] = k
                    k = k + 1


awkward_IndexedArray_local_preparenext_64
========================================================================
.. py:function:: awkward_IndexedArray_local_preparenext_64(tocarry: List[int64_t], starts: Const[List[int64_t]], parents: Const[List[int64_t]], parentslength: Const[int64_t], nextparents: Const[List[int64_t]], nextlen: Const[int64_t])
.. code-block:: python

    def awkward_IndexedArray_local_preparenext_64(
      tocarry, starts, parents, parentslength, nextparents, nextlen
    ):
        j = 0
        for i in range(parentslength):
            parent = parents[i];
            if j < nextlen and parent == nextparents[j]:
                tocarry[i] = j;
                j += 1;
            else:
                tocarry[i] = -1;


awkward_IndexedArray_numnull
========================================================================
.. py:function:: awkward_IndexedArray32_numnull(numnull: List[int64_t], fromindex: Const[List[int32_t]], lenindex: int64_t)
.. py:function:: awkward_IndexedArray64_numnull(numnull: List[int64_t], fromindex: Const[List[int64_t]], lenindex: int64_t)
.. py:function:: awkward_IndexedArrayU32_numnull(numnull: List[int64_t], fromindex: Const[List[uint32_t]], lenindex: int64_t)
.. code-block:: python

    def awkward_IndexedArray_numnull(numnull, fromindex, lenindex):
        numnull[0] = 0
        for i in range(lenindex):
            if fromindex[i] < 0:
                numnull[0] = numnull[0] + 1


awkward_IndexedArray_numnull_parents
========================================================================
.. py:function:: awkward_IndexedArray32_numnull_parents(numnull: List[int64_t], tolength: List[int64_t], fromindex: Const[List[int32_t]], lenindex: int64_t)
.. py:function:: awkward_IndexedArray64_numnull_parents(numnull: List[int64_t], tolength: List[int64_t], fromindex: Const[List[int64_t]], lenindex: int64_t)
.. py:function:: awkward_IndexedArrayU32_numnull_parents(numnull: List[int64_t], tolength: List[int64_t], fromindex: Const[List[uint32_t]], lenindex: int64_t)
.. code-block:: python

    def awkward_IndexedArray_numnull_parents(numnull, tolength, fromindex, lenindex):
        tolength[0] = 0
        for i in range(lenindex):
            if fromindex[i] < 0:
                numnull[i] = 1
                tolength[0] = tolength[0] + 1
            else:
                numnull[i] = 0


awkward_IndexedArray_numnull_unique_64
========================================================================
.. py:function:: awkward_IndexedArray_numnull_unique_64(toindex: List[int64_t], lenindex: int64_t)
.. code-block:: python

    def awkward_IndexedArray_numnull_unique_64(toindex, lenindex):
        for i in range(lenindex):
            toindex[i] = i
        toindex[-1] = -1


awkward_IndexedArray_index_of_nulls
========================================================================
.. py:function:: awkward_IndexedArray32_index_of_nulls(toindex: List[int64_t], fromindex: Const[List[int32_t]], lenindex: int64_t, parents: Const[List[int64_t]], starts: Const[List[int64_t]])
.. py:function:: awkward_IndexedArray64_index_of_nulls(toindex: List[int64_t], fromindex: Const[List[int64_t]], lenindex: int64_t, parents: Const[List[int64_t]], starts: Const[List[int64_t]])
.. py:function:: awkward_IndexedArrayU32_index_of_nulls(toindex: List[int64_t], fromindex: Const[List[uint32_t]], lenindex: int64_t, parents: Const[List[int64_t]], starts: Const[List[int64_t]])
.. code-block:: python

    def awkward_IndexedArray_index_of_nulls(toindex, fromindex, lenindex, parents, starts):
        j = 0
        for i in range(lenindex):
            if fromindex[i] < 0:
                parent = parents[i]
                start = starts[parent]
                toindex[j] = i - start
                j = j + 1


awkward_IndexedArray_overlay_mask
========================================================================
.. py:function:: awkward_IndexedArray32_overlay_mask8_to64(toindex: List[int64_t], mask: Const[List[int8_t]], fromindex: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_IndexedArray64_overlay_mask8_to64(toindex: List[int64_t], mask: Const[List[int8_t]], fromindex: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_IndexedArrayU32_overlay_mask8_to64(toindex: List[int64_t], mask: Const[List[int8_t]], fromindex: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_IndexedArray_overlay_mask(toindex, mask, fromindex, length):
        for i in range(length):
            m = mask[i]
            toindex[i] = -1 if m else fromindex[i]


awkward_IndexedArray_reduce_next_64
========================================================================
.. py:function:: awkward_IndexedArray32_reduce_next_64(nextcarry: List[int64_t], nextparents: List[int64_t], outindex: List[int64_t], index: Const[List[int32_t]], parents: List[int64_t], length: int64_t)
.. py:function:: awkward_IndexedArray64_reduce_next_64(nextcarry: List[int64_t], nextparents: List[int64_t], outindex: List[int64_t], index: Const[List[int64_t]], parents: List[int64_t], length: int64_t)
.. py:function:: awkward_IndexedArrayU32_reduce_next_64(nextcarry: List[int64_t], nextparents: List[int64_t], outindex: List[int64_t], index: Const[List[uint32_t]], parents: List[int64_t], length: int64_t)
.. code-block:: python

    def awkward_IndexedArray_reduce_next_64(
        nextcarry, nextparents, outindex, index, parents, length
    ):
        k = 0
        for i in range(length):
            if index[i] >= 0:
                nextcarry[k] = index[i]
                nextparents[k] = parents[i]
                outindex[i] = k
                k = k + 1
            else:
                outindex[i] = -1


awkward_IndexedArray_reduce_next_fix_offsets_64
========================================================================
.. py:function:: awkward_IndexedArray_reduce_next_fix_offsets_64(outoffsets: List[int64_t], starts: Const[List[int64_t]], startslength: int64_t, outindexlength: int64_t)
.. code-block:: python

    def awkward_IndexedArray_reduce_next_fix_offsets_64(
        outoffsets, starts, startslength, outindexlength
    ):
        for i in range(startslength):
            outoffsets[i] = starts[i]
        outoffsets[startslength] = outindexlength


awkward_IndexedArray_unique_next_index_and_offsets_64
========================================================================
.. py:function:: awkward_IndexedArray_unique_next_index_and_offsets_64(toindex: List[int64_t], tooffsets: List[int64_t], fromoffsets: Const[List[int64_t]], fromnulls: Const[List[int64_t]], startslength: int64_t)
.. code-block:: python

    def awkward_IndexedArray_unique_next_index_and_offsets_64(
        toindex, tooffsets, fromoffsets, fromnulls, startslength
    ):
        k = 0
        ll = 0
        shift = 0
        toindex[0] = ll
        tooffsets[0] = fromoffsets[0]
        for i in range(startslength):
            for _j in range(fromoffsets[i], fromoffsets[i + 1]):
                toindex[k] = ll
                k += 1
                ll += 1
                if fromnulls[k] == 1:
                    toindex[k] = -1
                    k += 1
                    shift += 1
                tooffsets[i + 1] = fromoffsets[i + 1] + shift


awkward_IndexedArray_reduce_next_nonlocal_nextshifts_64
========================================================================
.. py:function:: awkward_IndexedArray32_reduce_next_nonlocal_nextshifts_64(nextshifts: List[int64_t], index: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_IndexedArray64_reduce_next_nonlocal_nextshifts_64(nextshifts: List[int64_t], index: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_IndexedArrayU32_reduce_next_nonlocal_nextshifts_64(nextshifts: List[int64_t], index: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_IndexedArray_reduce_next_nonlocal_nextshifts_64(nextshifts, index, length):
        nullsum = 0
        k = 0
        for i in range(length):
            if index[i] >= 0:
                nextshifts[k] = nullsum
                k = k + 1
            else:
                nullsum = nullsum + 1


awkward_IndexedArray_reduce_next_nonlocal_nextshifts_fromshifts_64
========================================================================
.. py:function:: awkward_IndexedArray32_reduce_next_nonlocal_nextshifts_fromshifts_64(nextshifts: List[int64_t], index: Const[List[int32_t]], length: int64_t, shifts: Const[List[int64_t]])
.. py:function:: awkward_IndexedArray64_reduce_next_nonlocal_nextshifts_fromshifts_64(nextshifts: List[int64_t], index: Const[List[int64_t]], length: int64_t, shifts: Const[List[int64_t]])
.. py:function:: awkward_IndexedArrayU32_reduce_next_nonlocal_nextshifts_fromshifts_64(nextshifts: List[int64_t], index: Const[List[uint32_t]], length: int64_t, shifts: Const[List[int64_t]])
.. code-block:: python

    def awkward_IndexedArray_reduce_next_nonlocal_nextshifts_fromshifts_64(
        nextshifts, index, length, shifts
    ):
        nullsum = 0
        k = 0
        for i in range(length):
            if index[i] >= 0:
                nextshifts[k] = shifts[i] + nullsum
                k = k + 1
            else:
                nullsum = nullsum + 1


awkward_IndexedArray_simplify
========================================================================
.. py:function:: awkward_IndexedArray32_simplify32_to64(toindex: List[int64_t], outerindex: Const[List[int32_t]], outerlength: int64_t, innerindex: Const[List[int32_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArray32_simplify64_to64(toindex: List[int64_t], outerindex: Const[List[int32_t]], outerlength: int64_t, innerindex: Const[List[int64_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArray32_simplifyU32_to64(toindex: List[int64_t], outerindex: Const[List[int32_t]], outerlength: int64_t, innerindex: Const[List[uint32_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArray64_simplify32_to64(toindex: List[int64_t], outerindex: Const[List[int64_t]], outerlength: int64_t, innerindex: Const[List[int32_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArray64_simplify64_to64(toindex: List[int64_t], outerindex: Const[List[int64_t]], outerlength: int64_t, innerindex: Const[List[int64_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArray64_simplifyU32_to64(toindex: List[int64_t], outerindex: Const[List[int64_t]], outerlength: int64_t, innerindex: Const[List[uint32_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArrayU32_simplify32_to64(toindex: List[int64_t], outerindex: Const[List[uint32_t]], outerlength: int64_t, innerindex: Const[List[int32_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArrayU32_simplify64_to64(toindex: List[int64_t], outerindex: Const[List[uint32_t]], outerlength: int64_t, innerindex: Const[List[int64_t]], innerlength: int64_t)
.. py:function:: awkward_IndexedArrayU32_simplifyU32_to64(toindex: List[int64_t], outerindex: Const[List[uint32_t]], outerlength: int64_t, innerindex: Const[List[uint32_t]], innerlength: int64_t)
.. code-block:: python

    def awkward_IndexedArray_simplify(
        toindex, outerindex, outerlength, innerindex, innerlength
    ):
        for i in range(outerlength):
            j = outerindex[i]
            if j < 0:
                toindex[i] = -1
            else:
                if j >= innerlength:
                    raise ValueError("index out of range")
                else:
                    toindex[i] = innerindex[j]


awkward_IndexedArray_validity
========================================================================
.. py:function:: awkward_IndexedArray32_validity(index: Const[List[int32_t]], length: int64_t, lencontent: int64_t, isoption: bool)
.. py:function:: awkward_IndexedArray64_validity(index: Const[List[int64_t]], length: int64_t, lencontent: int64_t, isoption: bool)
.. py:function:: awkward_IndexedArrayU32_validity(index: Const[List[uint32_t]], length: int64_t, lencontent: int64_t, isoption: bool)
.. code-block:: python

    def awkward_IndexedArray_validity(index, length, lencontent, isoption):
        for i in range(length):
            idx = index[i]
            if not (isoption):
                if idx < 0:
                    raise ValueError("index[i] < 0")
            if idx >= lencontent:
                raise ValueError("index[i] >= len(content)")


awkward_IndexedArray_ranges_next_64
========================================================================
.. py:function:: awkward_IndexedArray32_ranges_next_64(index: Const[List[int32_t]], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, tostarts: List[int64_t], tostops: List[int64_t], tolength: List[int64_t])
.. py:function:: awkward_IndexedArray64_ranges_next_64(index: Const[List[int64_t]], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, tostarts: List[int64_t], tostops: List[int64_t], tolength: List[int64_t])
.. py:function:: awkward_IndexedArrayU32_ranges_next_64(index: Const[List[uint32_t]], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, tostarts: List[int64_t], tostops: List[int64_t], tolength: List[int64_t])
.. code-block:: python

    def awkward_IndexedArray_ranges_next_64(
        index, fromstarts, fromstops, length, tostarts, tostops, tolength
    ):
        k = 0
        for i in range(length):
            stride = fromstops[i] - fromstarts[i]
            tostarts[i] = k
            for j in range(stride):
                if index[fromstarts[i] + j] >= 0:
                    k = k + 1
            tostops[i] = k
        tolength[0] = k


awkward_IndexedArray_ranges_carry_next_64
========================================================================
.. py:function:: awkward_IndexedArray32_ranges_carry_next_64(index: Const[List[int32_t]], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, tocarry: List[int64_t])
.. py:function:: awkward_IndexedArray64_ranges_carry_next_64(index: Const[List[int64_t]], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, tocarry: List[int64_t])
.. py:function:: awkward_IndexedArrayU32_ranges_carry_next_64(index: Const[List[uint32_t]], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, tocarry: List[int64_t])
.. code-block:: python

    def awkward_IndexedArray_ranges_carry_next_64(
        index, fromstarts, fromstops, length, tocarry
    ):
        k = 0
        for i in range(length):
            stride = fromstops[i] - fromstarts[i]
            for j in range(stride):
                if index[fromstarts[i] + j] >= 0:
                    tocarry[k] = index[fromstarts[i] + j]
                    k = k + 1


awkward_IndexedOptionArray_rpad_and_clip_mask_axis1
========================================================================
.. py:function:: awkward_IndexedOptionArray_rpad_and_clip_mask_axis1_64(toindex: List[int64_t], frommask: Const[List[int8_t]], length: int64_t)
.. code-block:: python

    def awkward_IndexedOptionArray_rpad_and_clip_mask_axis1(toindex, frommask, length):
        count = 0
        for i in range(length):
            if frommask[i]:
                toindex[i] = -1
            else:
                toindex[i] = count
                count = count + 1


awkward_ListArray_broadcast_tooffsets
========================================================================
.. py:function:: awkward_ListArray32_broadcast_tooffsets_64(tocarry: List[int64_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], lencontent: int64_t)
.. py:function:: awkward_ListArray64_broadcast_tooffsets_64(tocarry: List[int64_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], lencontent: int64_t)
.. py:function:: awkward_ListArrayU32_broadcast_tooffsets_64(tocarry: List[int64_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], lencontent: int64_t)
.. code-block:: python

    def awkward_ListArray_broadcast_tooffsets(
        tocarry, fromoffsets, offsetslength, fromstarts, fromstops, lencontent
    ):
        k = 0
        for i in range(offsetslength - 1):
            start = int(fromstarts[i])
            stop = int(fromstops[i])
            if (start != stop) and (stop > lencontent):
                raise ValueError("stops[i] > len(content)")
            count = int(fromoffsets[i + 1] - fromoffsets[i])
            if count < 0:
                raise ValueError("broadcast's offsets must be monotonically increasing")
            if (stop - start) != count:
                raise ValueError("cannot broadcast nested list")
            for j in range(start, stop):
                tocarry[k] = j
                k = k + 1


awkward_ListArray_combinations
========================================================================
.. py:function:: awkward_ListArray32_combinations_64(tocarry: List[List[int64_t]], toindex: List[int64_t], fromindex: List[int64_t], n: int64_t, replacement: bool, starts: Const[List[int32_t]], stops: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_ListArray64_combinations_64(tocarry: List[List[int64_t]], toindex: List[int64_t], fromindex: List[int64_t], n: int64_t, replacement: bool, starts: Const[List[int64_t]], stops: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_ListArrayU32_combinations_64(tocarry: List[List[int64_t]], toindex: List[int64_t], fromindex: List[int64_t], n: int64_t, replacement: bool, starts: Const[List[uint32_t]], stops: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_ListArray_combinations(
        tocarry, toindex, fromindex, n, replacement, starts, stops, length
    ):
        for j in range(n):
            toindex[j] = 0
    
        for i in range(length):
            start = int(starts[i])
            stop = int(stops[i])
            fromindex[0] = start
            awkward_ListArray_combinations_step(
                tocarry, toindex, fromindex, 0, stop, n, replacement
            )


awkward_ListArray_combinations_length
========================================================================
.. py:function:: awkward_ListArray32_combinations_length_64(totallen: List[int64_t], tooffsets: List[int64_t], n: int64_t, replacement: bool, starts: Const[List[int32_t]], stops: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_ListArray64_combinations_length_64(totallen: List[int64_t], tooffsets: List[int64_t], n: int64_t, replacement: bool, starts: Const[List[int64_t]], stops: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_ListArrayU32_combinations_length_64(totallen: List[int64_t], tooffsets: List[int64_t], n: int64_t, replacement: bool, starts: Const[List[uint32_t]], stops: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_ListArray_combinations_length(
        totallen, tooffsets, n, replacement, starts, stops, length
    ):
        totallen[0] = 0
        tooffsets[0] = 0
        for i in range(length):
            size = int(stops[i] - starts[i])
            if replacement:
                size += n - 1
            thisn = n
    
            if thisn > size:
                combinationslen = 0
            else:
                if thisn == size:
                    combinationslen = 1
                else:
                    if (thisn * 2) > size:
                        thisn = size - thisn
                    combinationslen = size
                    j = 2
                    while j <= thisn:
                        combinationslen *= (size - j) + 1
                        combinationslen /= j
                        j = j + 1
            totallen[0] = totallen[0] + combinationslen
            tooffsets[i + 1] = tooffsets[i] + combinationslen


awkward_ListArray_compact_offsets
========================================================================
.. py:function:: awkward_ListArray32_compact_offsets_64(tooffsets: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_ListArray64_compact_offsets_64(tooffsets: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_ListArrayU32_compact_offsets_64(tooffsets: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_ListArray_compact_offsets(tooffsets, fromstarts, fromstops, length):
        tooffsets[0] = 0
        for i in range(length):
            start = fromstarts[i]
            stop = fromstops[i]
            if stop < start:
                raise ValueError("stops[i] < starts[i]")
            tooffsets[i + 1] = tooffsets[i] + (stop - start)


awkward_ListArray_fill
========================================================================
.. py:function:: awkward_ListArray_fill_to64_from32(tostarts: List[int64_t], tostartsoffset: int64_t, tostops: List[int64_t], tostopsoffset: int64_t, fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], length: int64_t, base: int64_t)
.. py:function:: awkward_ListArray_fill_to64_from64(tostarts: List[int64_t], tostartsoffset: int64_t, tostops: List[int64_t], tostopsoffset: int64_t, fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, base: int64_t)
.. py:function:: awkward_ListArray_fill_to64_fromU32(tostarts: List[int64_t], tostartsoffset: int64_t, tostops: List[int64_t], tostopsoffset: int64_t, fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_ListArray_fill(
        tostarts,
        tostartsoffset,
        tostops,
        tostopsoffset,
        fromstarts,
        fromstops,
        length,
        base,
    ):
        for i in range(length):
            tostarts[tostartsoffset + i] = fromstarts[i] + base
            tostops[tostopsoffset + i] = fromstops[i] + base


awkward_ListArray_getitem_jagged_apply
========================================================================
.. py:function:: awkward_ListArray32_getitem_jagged_apply_64(tooffsets: List[int64_t], tocarry: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t, sliceindex: Const[List[int64_t]], sliceinnerlen: int64_t, fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], contentlen: int64_t)
.. py:function:: awkward_ListArray64_getitem_jagged_apply_64(tooffsets: List[int64_t], tocarry: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t, sliceindex: Const[List[int64_t]], sliceinnerlen: int64_t, fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], contentlen: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_jagged_apply_64(tooffsets: List[int64_t], tocarry: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t, sliceindex: Const[List[int64_t]], sliceinnerlen: int64_t, fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], contentlen: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_jagged_apply(
        tooffsets,
        tocarry,
        slicestarts,
        slicestops,
        sliceouterlen,
        sliceindex,
        sliceinnerlen,
        fromstarts,
        fromstops,
        contentlen,
    ):
        k = 0
        for i in range(sliceouterlen):
            slicestart = slicestarts[i]
            slicestop = slicestops[i]
            tooffsets[i] = k
            if slicestart != slicestop:
                if slicestop < slicestart:
                    raise ValueError("jagged slice's stops[i] < starts[i]")
                if slicestop > sliceinnerlen:
                    raise ValueError("jagged slice's offsets extend beyond its content")
                start = int(fromstarts[i])
                stop = int(fromstops[i])
                if stop < start:
                    raise ValueError("stops[i] < starts[i]")
                if (start != stop) and (stop > contentlen):
                    raise ValueError("stops[i] > len(content)")
                count = stop - start
                for j in range(slicestart, slicestop):
                    index = int(sliceindex[j])
                    if index < 0:
                        index += count
                    if not ((0 <= index) and (index < count)):
                        raise ValueError("index out of range")
                    tocarry[k] = start + index
                    k = k + 1
        tooffsets[sliceouterlen] = k


awkward_ListArray_getitem_jagged_carrylen
========================================================================
.. py:function:: awkward_ListArray_getitem_jagged_carrylen_64(carrylen: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_jagged_carrylen(
        carrylen, slicestarts, slicestops, sliceouterlen
    ):
        carrylen[0] = 0
        for i in range(sliceouterlen):
            carrylen[0] = carrylen[0] + int(slicestops[i] - slicestarts[i])


awkward_ListArray_getitem_jagged_descend
========================================================================
.. py:function:: awkward_ListArray32_getitem_jagged_descend_64(tooffsets: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t, fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]])
.. py:function:: awkward_ListArray64_getitem_jagged_descend_64(tooffsets: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t, fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]])
.. py:function:: awkward_ListArrayU32_getitem_jagged_descend_64(tooffsets: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], sliceouterlen: int64_t, fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]])
.. code-block:: python

    def awkward_ListArray_getitem_jagged_descend(
        tooffsets, slicestarts, slicestops, sliceouterlen, fromstarts, fromstops
    ):
        if sliceouterlen == 0:
            tooffsets[0] = 0
        else:
            tooffsets[0] = slicestarts[0]
        for i in range(sliceouterlen):
            slicecount = int(slicestops[i] - slicestarts[i])
            count = int(fromstops[i] - fromstarts[i])
            if slicecount != count:
                raise ValueError(
                    "jagged slice inner length differs from array inner length"
                )
            tooffsets[i + 1] = tooffsets[i] + count


awkward_ListArray_getitem_jagged_expand
========================================================================
.. py:function:: awkward_ListArray32_getitem_jagged_expand_64(multistarts: List[int64_t], multistops: List[int64_t], singleoffsets: Const[List[int64_t]], tocarry: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], jaggedsize: int64_t, length: int64_t)
.. py:function:: awkward_ListArray64_getitem_jagged_expand_64(multistarts: List[int64_t], multistops: List[int64_t], singleoffsets: Const[List[int64_t]], tocarry: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], jaggedsize: int64_t, length: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_jagged_expand_64(multistarts: List[int64_t], multistops: List[int64_t], singleoffsets: Const[List[int64_t]], tocarry: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], jaggedsize: int64_t, length: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_jagged_expand(
        multistarts,
        multistops,
        singleoffsets,
        tocarry,
        fromstarts,
        fromstops,
        jaggedsize,
        length,
    ):
        for i in range(length):
            start = fromstarts[i]
            stop = fromstops[i]
            if stop < start:
                raise ValueError("stops[i] < starts[i]")
            if (stop - start) != jaggedsize:
                raise ValueError("cannot fit jagged slice into nested list")
            for j in range(jaggedsize):
                multistarts[(i * jaggedsize) + j] = singleoffsets[j]
                multistops[(i * jaggedsize) + j] = singleoffsets[j + 1]
                tocarry[(i * jaggedsize) + j] = start + j


awkward_ListArray_getitem_jagged_numvalid
========================================================================
.. py:function:: awkward_ListArray_getitem_jagged_numvalid_64(numvalid: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], length: int64_t, missing: Const[List[int64_t]], missinglength: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_jagged_numvalid(
        numvalid, slicestarts, slicestops, length, missing, missinglength
    ):
        numvalid[0] = 0
        for i in range(length):
            slicestart = slicestarts[i]
            slicestop = slicestops[i]
            if slicestart != slicestop:
                if slicestop < slicestart:
                    raise ValueError("jagged slice's stops[i] < starts[i]")
                if slicestop > missinglength:
                    raise ValueError("jagged slice's offsets extend beyond its content")
                for j in range(slicestart, slicestop):
                  if  missing[j] >= 0:
                    numvalid[0] = numvalid[0] + 1


awkward_ListArray_getitem_jagged_shrink
========================================================================
.. py:function:: awkward_ListArray_getitem_jagged_shrink_64(tocarry: List[int64_t], tosmalloffsets: List[int64_t], tolargeoffsets: List[int64_t], slicestarts: Const[List[int64_t]], slicestops: Const[List[int64_t]], length: int64_t, missing: Const[List[int64_t]])
.. code-block:: python

    def awkward_ListArray_getitem_jagged_shrink(
        tocarry, tosmalloffsets, tolargeoffsets, slicestarts, slicestops, length, missing
    ):
        k = 0
        if length == 0:
            tosmalloffsets[0] = 0
            tolargeoffsets[0] = 0
        else:
            tosmalloffsets[0] = slicestarts[0]
            tolargeoffsets[0] = slicestarts[0]
        for i in range(length):
            slicestart = slicestarts[i]
            slicestop = slicestops[i]
            if slicestart != slicestop:
                smallcount = 0
                for j in range(slicestart, slicestop):
                    if missing[j] >= 0:
                        tocarry[k] = j
                        k = k + 1
                        smallcount = smallcount + 1
                tosmalloffsets[i + 1] = tosmalloffsets[i] + smallcount
            else:
                tosmalloffsets[i + 1] = tosmalloffsets[i]
            tolargeoffsets[i + 1] = tolargeoffsets[i] + (slicestop - slicestart)


awkward_ListArray_getitem_next_array
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_array_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], fromarray: Const[List[int64_t]], lenstarts: int64_t, lenarray: int64_t, lencontent: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_array_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], fromarray: Const[List[int64_t]], lenstarts: int64_t, lenarray: int64_t, lencontent: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_array_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], fromarray: Const[List[int64_t]], lenstarts: int64_t, lenarray: int64_t, lencontent: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_array(
        tocarry,
        toadvanced,
        fromstarts,
        fromstops,
        fromarray,
        lenstarts,
        lenarray,
        lencontent,
    ):
        for i in range(lenstarts):
            if fromstops[i] < fromstarts[i]:
                raise ValueError("stops[i] < starts[i]")
            if (fromstarts[i] != fromstops[i]) and (fromstops[i] > lencontent):
                raise ValueError("stops[i] > len(content)")
            length = fromstops[i] - fromstarts[i]
            for j in range(lenarray):
                regular_at = fromarray[j]
                if regular_at < 0:
                    regular_at += length
                if not ((0 <= regular_at) and (regular_at < length)):
                    raise ValueError("index out of range")
                tocarry[(i * lenarray) + j] = fromstarts[i] + regular_at
                toadvanced[(i * lenarray) + j] = j


awkward_ListArray_getitem_next_array_advanced
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_array_advanced_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], fromarray: Const[List[int64_t]], fromadvanced: Const[List[int64_t]], lenstarts: int64_t, lencontent: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_array_advanced_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], fromarray: Const[List[int64_t]], fromadvanced: Const[List[int64_t]], lenstarts: int64_t, lencontent: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_array_advanced_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], fromarray: Const[List[int64_t]], fromadvanced: Const[List[int64_t]], lenstarts: int64_t, lencontent: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_array_advanced(
        tocarry,
        toadvanced,
        fromstarts,
        fromstops,
        fromarray,
        fromadvanced,
        lenstarts,
        lencontent,
    ):
        for i in range(lenstarts):
            if fromstops[i] < fromstarts[i]:
                raise ValueError("stops[i] < starts[i]")
            if (fromstarts[i] != fromstops[i]) and (fromstops[i] > lencontent):
                raise ValueError("stops[i] > len(content)")
            length = fromstops[i] - fromstarts[i]
            regular_at = fromarray[fromadvanced[i]]
            if regular_at < 0:
                regular_at += length
            if not ((0 <= regular_at) and (regular_at < length)):
                raise ValueError("index out of range")
            tocarry[i] = fromstarts[i] + regular_at
            toadvanced[i] = i


awkward_ListArray_getitem_next_at
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_at_64(tocarry: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], lenstarts: int64_t, at: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_at_64(tocarry: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], lenstarts: int64_t, at: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_at_64(tocarry: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], lenstarts: int64_t, at: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_at(tocarry, fromstarts, fromstops, lenstarts, at):
        for i in range(lenstarts):
            length = fromstops[i] - fromstarts[i]
            regular_at = at
            if regular_at < 0:
                regular_at += length
            if not ((0 <= regular_at) and (regular_at < length)):
                raise ValueError("index out of range")
            tocarry[i] = fromstarts[i] + regular_at


awkward_ListArray_getitem_next_range
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_range_64(tooffsets: List[int32_t], tocarry: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], lenstarts: int64_t, start: int64_t, stop: int64_t, step: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_range_64(tooffsets: List[int64_t], tocarry: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], lenstarts: int64_t, start: int64_t, stop: int64_t, step: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_range_64(tooffsets: List[uint32_t], tocarry: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], lenstarts: int64_t, start: int64_t, stop: int64_t, step: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_range(
        tooffsets, tocarry, fromstarts, fromstops, lenstarts, start, stop, step
    ):
        k = 0
        tooffsets[0] = 0
        for i in range(lenstarts):
            length = fromstops[i] - fromstarts[i]
            regular_start = start
            regular_stop = stop
            regular_start, regular_stop = awkward_regularize_rangeslice(
                regular_start,
                regular_stop,
                step > 0,
                start != kSliceNone,
                stop != kSliceNone,
                length,
            )
            j = regular_start
            if step > 0:
                while j < regular_stop:
                    tocarry[k] = fromstarts[i] + j
                    k = k + 1
                    j += step
            else:
                while j > regular_stop:
                    tocarry[k] = fromstarts[i] + j
                    k = k + 1
                    j += step
            tooffsets[i + 1] = k


awkward_ListArray_getitem_next_range_carrylength
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_range_carrylength(carrylength: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], lenstarts: int64_t, start: int64_t, stop: int64_t, step: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_range_carrylength(carrylength: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], lenstarts: int64_t, start: int64_t, stop: int64_t, step: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_range_carrylength(carrylength: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], lenstarts: int64_t, start: int64_t, stop: int64_t, step: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_range_carrylength(
        carrylength, fromstarts, fromstops, lenstarts, start, stop, step
    ):
        carrylength[0] = 0
        for i in range(lenstarts):
            length = fromstops[i] - fromstarts[i]
            regular_start = start
            regular_stop = stop
            regular_start, regular_stop = awkward_regularize_rangeslice(
                regular_start,
                regular_stop,
                step > 0,
                start != kSliceNone,
                stop != kSliceNone,
                length,
            )
            if step > 0:
                j = regular_start
                while j < regular_stop:
                    carrylength[0] = carrylength[0] + 1
                    j += step
            else:
                j = regular_start
                while j > regular_stop:
                    carrylength[0] = carrylength[0] + 1
                    j += step


awkward_ListArray_getitem_next_range_counts
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_range_counts_64(total: List[int64_t], fromoffsets: Const[List[int32_t]], lenstarts: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_range_counts_64(total: List[int64_t], fromoffsets: Const[List[int64_t]], lenstarts: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_range_counts_64(total: List[int64_t], fromoffsets: Const[List[uint32_t]], lenstarts: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_range_counts(total, fromoffsets, lenstarts):
        total[0] = 0
        for i in range(lenstarts):
            total[0] = (total[0] + fromoffsets[i + 1]) - fromoffsets[i]


awkward_ListArray_getitem_next_range_spreadadvanced
========================================================================
.. py:function:: awkward_ListArray32_getitem_next_range_spreadadvanced_64(toadvanced: List[int64_t], fromadvanced: Const[List[int64_t]], fromoffsets: Const[List[int32_t]], lenstarts: int64_t)
.. py:function:: awkward_ListArray64_getitem_next_range_spreadadvanced_64(toadvanced: List[int64_t], fromadvanced: Const[List[int64_t]], fromoffsets: Const[List[int64_t]], lenstarts: int64_t)
.. py:function:: awkward_ListArrayU32_getitem_next_range_spreadadvanced_64(toadvanced: List[int64_t], fromadvanced: Const[List[int64_t]], fromoffsets: Const[List[uint32_t]], lenstarts: int64_t)
.. code-block:: python

    def awkward_ListArray_getitem_next_range_spreadadvanced(
        toadvanced, fromadvanced, fromoffsets, lenstarts
    ):
        for i in range(lenstarts):
            count = fromoffsets[i + 1] - fromoffsets[i]
            for j in range(count):
                toadvanced[fromoffsets[i] + j] = fromadvanced[i]


awkward_ListArray_localindex
========================================================================
.. py:function:: awkward_ListArray32_localindex_64(toindex: List[int64_t], offsets: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_ListArray64_localindex_64(toindex: List[int64_t], offsets: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_ListArrayU32_localindex_64(toindex: List[int64_t], offsets: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_ListArray_localindex(toindex, offsets, length):
        for i in range(length):
            start = int(offsets[i])
            stop = int(offsets[i + 1])
            for j in range(start, stop):
                toindex[j] = j - start


awkward_ListArray_min_range
========================================================================
.. py:function:: awkward_ListArray32_min_range(tomin: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], lenstarts: int64_t)
.. py:function:: awkward_ListArray64_min_range(tomin: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], lenstarts: int64_t)
.. py:function:: awkward_ListArrayU32_min_range(tomin: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], lenstarts: int64_t)
.. code-block:: python

    def awkward_ListArray_min_range(tomin, fromstarts, fromstops, lenstarts):
        if lenstarts > 0:
          shorter = fromstops[0] - fromstarts[0]
          for i in range(1, lenstarts):
              rangeval = fromstops[i] - fromstarts[i]
              shorter = shorter if shorter < rangeval else rangeval
          tomin[0] = shorter


awkward_ListArray_rpad_and_clip_length_axis1
========================================================================
.. py:function:: awkward_ListArray32_rpad_and_clip_length_axis1(tomin: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], target: int64_t, lenstarts: int64_t)
.. py:function:: awkward_ListArray64_rpad_and_clip_length_axis1(tomin: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], target: int64_t, lenstarts: int64_t)
.. py:function:: awkward_ListArrayU32_rpad_and_clip_length_axis1(tomin: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], target: int64_t, lenstarts: int64_t)
.. code-block:: python

    def awkward_ListArray_rpad_and_clip_length_axis1(
        tomin, fromstarts, fromstops, target, lenstarts
    ):
        length = 0
        for i in range(lenstarts):
            rangeval = fromstops[i] - fromstarts[i]
            length += target if target > rangeval else rangeval
        tomin[0] = length


awkward_ListArray_rpad_axis1
========================================================================
.. py:function:: awkward_ListArray32_rpad_axis1_64(toindex: List[int64_t], fromstarts: Const[List[int32_t]], fromstops: Const[List[int32_t]], tostarts: List[int32_t], tostops: List[int32_t], target: int64_t, length: int64_t)
.. py:function:: awkward_ListArray64_rpad_axis1_64(toindex: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], tostarts: List[int64_t], tostops: List[int64_t], target: int64_t, length: int64_t)
.. py:function:: awkward_ListArrayU32_rpad_axis1_64(toindex: List[int64_t], fromstarts: Const[List[uint32_t]], fromstops: Const[List[uint32_t]], tostarts: List[uint32_t], tostops: List[uint32_t], target: int64_t, length: int64_t)
.. code-block:: python

    def awkward_ListArray_rpad_axis1(
        toindex, fromstarts, fromstops, tostarts, tostops, target, length
    ):
        offset = 0
        for i in range(length):
            tostarts[i] = offset
            rangeval = fromstops[i] - fromstarts[i]
            for j in range(rangeval):
                toindex[offset + j] = fromstarts[i] + j
            for j in range(rangeval, target):
                toindex[offset + j] = -1
            offset = tostarts[i] + target if target > rangeval else tostarts[i] + rangeval
            tostops[i] = offset


awkward_ListArray_validity
========================================================================
.. py:function:: awkward_ListArray32_validity(starts: Const[List[int32_t]], stops: Const[List[int32_t]], length: int64_t, lencontent: int64_t)
.. py:function:: awkward_ListArray64_validity(starts: Const[List[int64_t]], stops: Const[List[int64_t]], length: int64_t, lencontent: int64_t)
.. py:function:: awkward_ListArrayU32_validity(starts: Const[List[uint32_t]], stops: Const[List[uint32_t]], length: int64_t, lencontent: int64_t)
.. code-block:: python

    def awkward_ListArray_validity(starts, stops, length, lencontent):
        for i in range(length):
            start = starts[i]
            stop = stops[i]
            if start != stop:
                if start > stop:
                    raise ValueError("start[i] > stop[i]")
                if start < 0:
                    raise ValueError("start[i] < 0")
                if stop > lencontent:
                    raise ValueError("stop[i] > len(content)")


awkward_ListOffsetArray_drop_none_indexes
========================================================================
.. py:function:: awkward_ListOffsetArray_drop_none_indexes_32(tooffsets: List[int32_t], noneindexes: Const[List[int32_t]], fromoffsets: Const[List[int32_t]], length_offsets: int64_t, length_indexes: int64_t)
.. py:function:: awkward_ListOffsetArray_drop_none_indexes_64(tooffsets: List[int64_t], noneindexes: Const[List[int64_t]], fromoffsets: Const[List[int64_t]], length_offsets: int64_t, length_indexes: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_drop_none_indexes(tooffsets, noneindexes, fromoffsets, length_offsets, length_indexes):
        nr_of_nones, offset1, offset2 = 0, 0, 0
        for i in range(length_offsets):
          offset2 = fromoffsets[i]
          for j in range(offset1, offset2):
            if (noneindexes[j] < 0):
              nr_of_nones+=1
          tooffsets[i] = fromoffsets[i] - nr_of_nones
          offset1 = offset2


awkward_ListOffsetArray_flatten_offsets
========================================================================
.. py:function:: awkward_ListOffsetArray32_flatten_offsets_64(tooffsets: List[int64_t], outeroffsets: Const[List[int32_t]], outeroffsetslen: int64_t, inneroffsets: Const[List[int64_t]])
.. py:function:: awkward_ListOffsetArray64_flatten_offsets_64(tooffsets: List[int64_t], outeroffsets: Const[List[int64_t]], outeroffsetslen: int64_t, inneroffsets: Const[List[int64_t]])
.. py:function:: awkward_ListOffsetArrayU32_flatten_offsets_64(tooffsets: List[int64_t], outeroffsets: Const[List[uint32_t]], outeroffsetslen: int64_t, inneroffsets: Const[List[int64_t]])
.. code-block:: python

    def awkward_ListOffsetArray_flatten_offsets(
        tooffsets, outeroffsets, outeroffsetslen, inneroffsets
    ):
        for i in range(outeroffsetslen):
            tooffsets[i] = inneroffsets[outeroffsets[i]]


awkward_ListOffsetArray_local_preparenext_64
========================================================================
.. py:function:: awkward_ListOffsetArray_local_preparenext_64(tocarry: List[int64_t], fromindex: Const[List[int64_t]], length: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_local_preparenext_64(tocarry, fromindex, length):
        array = numpy.argsort(fromindex)
        for i in range(length):
            tocarry[i] = array[i]


awkward_ListOffsetArray_reduce_local_nextparents_64
========================================================================
.. py:function:: awkward_ListOffsetArray32_reduce_local_nextparents_64(nextparents: List[int64_t], offsets: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_ListOffsetArray64_reduce_local_nextparents_64(nextparents: List[int64_t], offsets: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_ListOffsetArrayU32_reduce_local_nextparents_64(nextparents: List[int64_t], offsets: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_reduce_local_nextparents_64(nextparents, offsets, length):
        initialoffset = offsets[0]
        for i in range(length):
            j = offsets[i] - initialoffset
            while j < (offsets[i + 1] - initialoffset):
                nextparents[j] = i
                j = j + 1


awkward_ListOffsetArray_reduce_local_outoffsets_64
========================================================================
.. py:function:: awkward_ListOffsetArray_reduce_local_outoffsets_64(outoffsets: List[int64_t], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_reduce_local_outoffsets_64(
        outoffsets, parents, lenparents, outlength
    ):
        k = 0
        last = -1
        for i in range(lenparents):
            while last < parents[i]:
                outoffsets[k] = i
                k = k + 1
                last = last + 1
    
        while k <= outlength:
            outoffsets[k] = lenparents
            k = k + 1


awkward_ListOffsetArray_reduce_nonlocal_maxcount_offsetscopy_64
========================================================================
.. py:function:: awkward_ListOffsetArray_reduce_nonlocal_maxcount_offsetscopy_64(maxcount: List[int64_t], offsetscopy: List[int64_t], offsets: Const[List[int64_t]], length: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_reduce_nonlocal_maxcount_offsetscopy_64(
        maxcount, offsetscopy, offsets, length
    ):
        maxcount[0] = 0
        offsetscopy[0] = offsets[0]
        for i in range(length):
            count = offsets[i + 1] - offsets[i]
            if maxcount[0] < count:
                maxcount[0] = count
            offsetscopy[i + 1] = offsets[i + 1]


awkward_ListOffsetArray_reduce_nonlocal_nextshifts_64
========================================================================
.. py:function:: awkward_ListOffsetArray_reduce_nonlocal_nextshifts_64(nummissing: List[int64_t], missing: List[int64_t], nextshifts: List[int64_t], offsets: Const[List[int64_t]], length: int64_t, starts: Const[List[int64_t]], parents: Const[List[int64_t]], maxcount: int64_t, nextlen: int64_t, nextcarry: Const[List[int64_t]])
.. code-block:: python

    def awkward_ListOffsetArray_reduce_nonlocal_nextshifts_64(
        nummissing,
        missing,
        nextshifts,
        offsets,
        length,
        starts,
        parents,
        maxcount,
        nextlen,
        nextcarry,
    ):
        for i in range(length):
            start = offsets[i]
            stop = offsets[i + 1]
            count = stop - start
            if starts[parents[i]] == i:
                for k in range(maxcount):
                    nummissing[k] = 0
            for k in range(count, maxcount):
                nummissing[k] = nummissing[k] + 1
            for j in range(count):
                missing[start + j] = nummissing[j]
        for j in range(nextlen):
            nextshifts[j] = missing[nextcarry[j]]


awkward_ListOffsetArray_reduce_nonlocal_nextstarts_64
========================================================================
.. py:function:: awkward_ListOffsetArray_reduce_nonlocal_nextstarts_64(nextstarts: List[int64_t], nextparents: Const[List[int64_t]], nextlen: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_reduce_nonlocal_nextstarts_64(
        nextstarts, nextparents, nextlen
    ):
        lastnextparent = -1
        for i in range(nextlen):
            if nextparents[i] != lastnextparent:
                nextstarts[nextparents[i]] = i
            lastnextparent = nextparents[i]


awkward_ListOffsetArray_reduce_nonlocal_outstartsstops_64
========================================================================
.. py:function:: awkward_ListOffsetArray_reduce_nonlocal_outstartsstops_64(outstarts: List[int64_t], outstops: List[int64_t], distincts: Const[List[int64_t]], lendistincts: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_reduce_nonlocal_outstartsstops_64(
        outstarts, outstops, distincts, lendistincts, outlength
    ):
        maxcount = lendistincts if (outlength == 0) else int(lendistincts // outlength)
        if outlength > 0 and lendistincts > 0:
            # The sublist index
            k = 0
            i_next_sublist = 0
            for i in range(lendistincts):
                # Are we now in the next sublist?
                if i == i_next_sublist:
                    # Advance counter
                    i_next_sublist += maxcount
    
                    # Add a new sublist
                    outstarts[k] = i
                    outstops[k] = i
    
                    k += 1
    
                # Expand stop index of previous list
                if distincts[i] != -1:
                    outstops[k - 1] = i + 1
        else:
            for k in range(outlength):
              outstarts[k] = 0
              outstops[k] = 0


awkward_ListOffsetArray_reduce_nonlocal_preparenext_64
========================================================================
.. py:function:: awkward_ListOffsetArray_reduce_nonlocal_preparenext_64(nextcarry: List[int64_t], nextparents: List[int64_t], nextlen: int64_t, maxnextparents: List[int64_t], distincts: List[int64_t], distinctslen: int64_t, offsetscopy: List[int64_t], offsets: Const[List[int64_t]], length: int64_t, parents: Const[List[int64_t]], maxcount: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_reduce_nonlocal_preparenext_64(
        nextcarry,
        nextparents,
        nextlen,
        maxnextparents,
        distincts,
        distinctslen,
        offsetscopy,
        offsets,
        length,
        parents,
        maxcount,
    ):
        maxnextparents[0] = 0
        for i in range(distinctslen):
            distincts[i] = -1
    
        k  = 0
        while k < nextlen:
            j = 0
            for i in range(length):
                if offsetscopy[i] < offsets[i + 1]:
                    diff = offsetscopy[i] - offsets[i]
                    parent = parents[i]
                    nextcarry[k] = offsetscopy[i]
                    nextparents[k] = parent*maxcount + diff
    
                    if maxnextparents[0] < nextparents[k]:
                        maxnextparents[0] = nextparents[k]
    
                    if nextparents[k] < distinctslen and distincts[nextparents[k]] == -1:
                        distincts[nextparents[k]] = j
                        j += 1
                    k += 1
                    offsetscopy[i] += 1


awkward_ListOffsetArray_rpad_and_clip_axis1
========================================================================
.. py:function:: awkward_ListOffsetArray32_rpad_and_clip_axis1_64(toindex: List[int64_t], fromoffsets: Const[List[int32_t]], length: int64_t, target: int64_t)
.. py:function:: awkward_ListOffsetArray64_rpad_and_clip_axis1_64(toindex: List[int64_t], fromoffsets: Const[List[int64_t]], length: int64_t, target: int64_t)
.. py:function:: awkward_ListOffsetArrayU32_rpad_and_clip_axis1_64(toindex: List[int64_t], fromoffsets: Const[List[uint32_t]], length: int64_t, target: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_rpad_and_clip_axis1(toindex, fromoffsets, length, target):
        for i in range(length):
            rangeval = fromoffsets[i + 1] - fromoffsets[i]
            shorter = target if target < rangeval else rangeval
            for j in range(shorter):
                toindex[(i * target) + j] = fromoffsets[i] + j
            for j in range(shorter, target):
                toindex[(i * target) + j] = -1


awkward_ListOffsetArray_rpad_axis1
========================================================================
.. py:function:: awkward_ListOffsetArray32_rpad_axis1_64(toindex: List[int64_t], fromoffsets: Const[List[int32_t]], fromlength: int64_t, target: int64_t)
.. py:function:: awkward_ListOffsetArray64_rpad_axis1_64(toindex: List[int64_t], fromoffsets: Const[List[int64_t]], fromlength: int64_t, target: int64_t)
.. py:function:: awkward_ListOffsetArrayU32_rpad_axis1_64(toindex: List[int64_t], fromoffsets: Const[List[uint32_t]], fromlength: int64_t, target: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_rpad_axis1(toindex, fromoffsets, fromlength, target):
        count = 0
        for i in range(fromlength):
            rangeval = fromoffsets[i + 1] - fromoffsets[i]
            for j in range(rangeval):
                toindex[count] = fromoffsets[i] + j
                count = count + 1
            for j in range(rangeval, target):
                toindex[count] = -1
                count = count + 1


awkward_ListOffsetArray_rpad_length_axis1
========================================================================
.. py:function:: awkward_ListOffsetArray32_rpad_length_axis1(tooffsets: List[int32_t], fromoffsets: Const[List[int32_t]], fromlength: int64_t, target: int64_t, tolength: List[int64_t])
.. py:function:: awkward_ListOffsetArray64_rpad_length_axis1(tooffsets: List[int64_t], fromoffsets: Const[List[int64_t]], fromlength: int64_t, target: int64_t, tolength: List[int64_t])
.. py:function:: awkward_ListOffsetArrayU32_rpad_length_axis1(tooffsets: List[uint32_t], fromoffsets: Const[List[uint32_t]], fromlength: int64_t, target: int64_t, tolength: List[int64_t])
.. code-block:: python

    def awkward_ListOffsetArray_rpad_length_axis1(
        tooffsets, fromoffsets, fromlength, target, tolength
    ):
        length = 0
        tooffsets[0] = 0
        for i in range(fromlength):
            rangeval = fromoffsets[i + 1] - fromoffsets[i]
            longer = rangeval if target < rangeval else target
            length = length + longer
            tooffsets[i + 1] = tooffsets[i] + longer
        tolength[0] = length


awkward_ListOffsetArray_toRegularArray
========================================================================
.. py:function:: awkward_ListOffsetArray32_toRegularArray(size: List[int64_t], fromoffsets: Const[List[int32_t]], offsetslength: int64_t)
.. py:function:: awkward_ListOffsetArray64_toRegularArray(size: List[int64_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t)
.. py:function:: awkward_ListOffsetArrayU32_toRegularArray(size: List[int64_t], fromoffsets: Const[List[uint32_t]], offsetslength: int64_t)
.. code-block:: python

    def awkward_ListOffsetArray_toRegularArray(size, fromoffsets, offsetslength):
        size[0] = -1
        for i in range(offsetslength - 1):
            count = int(fromoffsets[i + 1]) - int(fromoffsets[i])
            if count < 0:
                raise ValueError("offsets must be monotonically increasing")
            if size[0] == -1:
                size[0] = count
            else:
                if size[0] != count:
                    raise ValueError(
                        "cannot convert to RegularArray because subarray lengths are not regular"
                    )
        if size[0] == -1:
            size[0] = 0


awkward_MaskedArray_getitem_next_jagged_project
========================================================================
.. py:function:: awkward_MaskedArray32_getitem_next_jagged_project(index: List[int32_t], starts_in: List[int64_t], stops_in: List[int64_t], starts_out: List[int64_t], stops_out: List[int64_t], length: int64_t)
.. py:function:: awkward_MaskedArray64_getitem_next_jagged_project(index: List[int64_t], starts_in: List[int64_t], stops_in: List[int64_t], starts_out: List[int64_t], stops_out: List[int64_t], length: int64_t)
.. py:function:: awkward_MaskedArrayU32_getitem_next_jagged_project(index: List[uint32_t], starts_in: List[int64_t], stops_in: List[int64_t], starts_out: List[int64_t], stops_out: List[int64_t], length: int64_t)
.. code-block:: python

    def awkward_MaskedArray_getitem_next_jagged_project(
        index, starts_in, stops_in, starts_out, stops_out, length
    ):
        k = 0
        for i in range(length):
            if index[i] >= 0:
                starts_out[k] = starts_in[i]
                stops_out[k] = stops_in[i]
                k = k + 1


awkward_NumpyArray_rearrange_shifted
========================================================================
.. py:function:: awkward_NumpyArray_rearrange_shifted_toint64_fromint64(toptr: List[int64_t], fromshifts: Const[List[int64_t]], length: int64_t, fromoffsets: Const[List[int64_t]], offsetslength: int64_t, fromparents: Const[List[int64_t]], fromstarts: Const[List[int64_t]])
.. code-block:: python

    def awkward_NumpyArray_rearrange_shifted(toptr, fromshifts, length, fromoffsets, offsetslength, fromparents, fromstarts):
        k = 0
        for i in range(offsetslength - 1):
            for j in range(fromoffsets[i + 1] - fromoffsets[i]):
                toptr[k] = toptr[k] + fromoffsets[i]
                k = k + 1
    
        for i in range(length):
            parent = fromparents[i]
            start = fromstarts[parent]
            toptr[i] = toptr[i] + fromshifts[toptr[i]] - start


awkward_NumpyArray_reduce_adjust_starts_64
========================================================================
.. py:function:: awkward_NumpyArray_reduce_adjust_starts_64(toptr: List[int64_t], outlength: int64_t, parents: Const[List[int64_t]], starts: Const[List[int64_t]])
.. code-block:: python

    def awkward_NumpyArray_reduce_adjust_starts_64(toptr, outlength, parents, starts):
        for k in range(outlength):
            i = toptr[k]
            if i >= 0:
                parent = parents[i]
                start = starts[parent]
                toptr[k] += -start


awkward_NumpyArray_reduce_adjust_starts_shifts_64
========================================================================
.. py:function:: awkward_NumpyArray_reduce_adjust_starts_shifts_64(toptr: List[int64_t], outlength: int64_t, parents: Const[List[int64_t]], starts: Const[List[int64_t]], shifts: Const[List[int64_t]])
.. code-block:: python

    def awkward_NumpyArray_reduce_adjust_starts_shifts_64(
        toptr, outlength, parents, starts, shifts
    ):
        for k in range(outlength):
            i = toptr[k]
            if i >= 0:
                parent = parents[i]
                start = starts[parent]
                toptr[k] += shifts[i] - start


awkward_NumpyArray_reduce_mask_ByteMaskedArray_64
========================================================================
.. py:function:: awkward_NumpyArray_reduce_mask_ByteMaskedArray_64(toptr: List[int8_t], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_NumpyArray_reduce_mask_ByteMaskedArray_64(
        toptr, parents, lenparents, outlength
    ):
        for i in range(outlength):
            toptr[i] = 1
        for i in range(lenparents):
            toptr[parents[i]] = 0


awkward_ListOffsetArray_argsort_strings
========================================================================
.. py:function:: awkward_ListOffsetArray_argsort_strings(tocarry: List[int64_t], fromparents: Const[List[int64_t]], length: int64_t, stringdata: Const[List[uint8_t]], stringstarts: Const[List[int64_t]], stringstops: Const[List[int64_t]], is_stable: bool, is_ascending: bool, is_local: bool)
.. code-block:: python

    Insert Python definition here


awkward_NumpyArray_sort_asstrings_uint8
========================================================================
.. py:function:: awkward_NumpyArray_sort_asstrings_uint8(toptr: List[uint8_t], fromptr: Const[List[uint8_t]], offsets: Const[List[int64_t]], offsetslength: int64_t, outoffsets: List[int64_t], ascending: bool, stable: bool)
.. code-block:: python

    Insert Python definition here


awkward_NumpyArray_unique_strings
========================================================================
.. py:function:: awkward_NumpyArray_unique_strings_uint8(toptr: List[uint8_t], offsets: Const[List[int64_t]], offsetslength: int64_t, outoffsets: List[int64_t], tolength: List[int64_t])
.. code-block:: python

    Insert Python definition here


awkward_NumpyArray_prepare_utf8_to_utf32_padded
========================================================================
.. py:function:: awkward_NumpyArray_prepare_utf8_to_utf32_padded(fromptr: Const[List[uint8_t]], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, outmaxcodepoints: List[int64_t])
.. code-block:: python

    Insert Python definition here


awkward_NumpyArray_utf8_to_utf32_padded
========================================================================
.. py:function:: awkward_NumpyArray_utf8_to_utf32_padded(fromptr: Const[List[uint8_t]], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, maxcodepoints: int64_t, toptr: List[uint32_t])
.. code-block:: python

    Insert Python definition here


awkward_NumpyArray_pad_zero_to_length
========================================================================
.. py:function:: awkward_NumpyArray_pad_zero_to_length_uint8(fromptr: Const[List[uint8_t]], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, target: int64_t, toptr: List[uint8_t])
.. code-block:: python

    def awkward_NumpyArray_pad_zero_to_length(
      fromptr, fromoffsets, offsetslength, target, toptr
    ):
        l_to_char = 0
        # For each sublist
        for k_sublist in range(offsetslength - 1):
            # Copy from src to dst
            for j_from_char in range(fromoffsets[k_sublist], fromoffsets[k_sublist + 1]):
                toptr[l_to_char] = fromptr[j_from_char]
                l_to_char += 1
            # Pad to remaining width
            n_to_pad = target - (fromoffsets[k_sublist + 1] - fromoffsets[k_sublist])
            for j_from_char in range(n_to_pad):
                toptr[l_to_char] = 0
                l_to_char += 1


awkward_NumpyArray_subrange_equal_bool
========================================================================
.. py:function:: awkward_NumpyArray_subrange_equal_bool(tmpptr: List[bool], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. code-block:: python

    def awkward_NumpyArray_subrange_equal_bool(
      tmpptr, fromstarts, fromstops, length, toequal
    ):
        differ = True
        for i in range(length - 1):
            leftlen = fromstops[i] - fromstarts[i]
            for ii in range(i + 1, length - 1):
                rightlen = fromstops[ii] - fromstarts[ii]
                if leftlen == rightlen:
                    differ = False
                    for j in range (leftlen):
                        if (tmpptr[fromstarts[i] + j] != 0) != (tmpptr[fromstarts[ii] + j] != 0):
                            differ = True
                            break
        toequal[0] = not differ


awkward_NumpyArray_subrange_equal
========================================================================
.. py:function:: awkward_NumpyArray_subrange_equal_int8(tmpptr: List[int8_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_int16(tmpptr: List[int16_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_int32(tmpptr: List[int32_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_int64(tmpptr: List[int64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_uint8(tmpptr: List[uint8_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_uint16(tmpptr: List[uint16_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_uint32(tmpptr: List[uint32_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_uint64(tmpptr: List[uint64_t], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_float32(tmpptr: List[float], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. py:function:: awkward_NumpyArray_subrange_equal_float64(tmpptr: List[double], fromstarts: Const[List[int64_t]], fromstops: Const[List[int64_t]], length: int64_t, toequal: List[bool])
.. code-block:: python

    def awkward_NumpyArray_subrange_equal(
      tmpptr, fromstarts, fromstops, length, toequal
    ):
        differ = True
        for i in range(length - 1):
            leftlen = fromstops[i] - fromstarts[i]
            for ii in range(i + 1, length - 1):
                rightlen = fromstops[ii] - fromstarts[ii]
                if leftlen == rightlen:
                    differ = False
                    for j in range (leftlen):
                        if tmpptr[fromstarts[i] + j] != tmpptr[fromstarts[ii] + j]:
                            differ = True
                            break
        toequal[0] = not differ


awkward_RecordArray_reduce_nonlocal_outoffsets_64
========================================================================
.. py:function:: awkward_RecordArray_reduce_nonlocal_outoffsets_64(outoffsets: List[int64_t], outcarry: List[int64_t], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_RecordArray_reduce_nonlocal_outoffsets_64(
        outoffsets, outcarry, parents, lenparents, outlength
    ):
        # Zero initialise offsets
        outoffsets[0] = 0
    
        # Initialise carry to unique value, indicating "missing"
        for i in range(outlength):
            outcarry[i] = -1
    
        # Fill offsets with lengths of sublists (in order of appearance, *NOT* parents)
        i = 0
        k_sublist = 0
        for j in range(1, lenparents):
            if parents[i] != parents[j]:
                outoffsets[k_sublist + 1] = j
                outcarry[parents[i]] = k_sublist
                i = j
                k_sublist += 1
    
        # Close open sublist
        if lenparents > 0:
            outoffsets[k_sublist + 1] = j + 1
            outcarry[parents[i]] = k_sublist
            k_sublist += 1
    
        # Append empty lists for missing parents
        for i in range(k_sublist, outlength):
            outoffsets[i + 1] = lenparents
    
        # Replace unique value with index of appended empty list
        for i in range(outlength):
            if outcarry[i] == -1:
                outcarry[i] = k_sublist
                k_sublist += 1


awkward_RegularArray_combinations_64
========================================================================
.. py:function:: awkward_RegularArray_combinations_64(tocarry: List[List[int64_t]], toindex: List[int64_t], fromindex: List[int64_t], n: int64_t, replacement: bool, size: int64_t, length: int64_t)
.. code-block:: python

    def awkward_RegularArray_combinations_64(
        tocarry, toindex, fromindex, n, replacement, size, length
    ):
        for j in range(n):
            toindex[j] = 0
    
        for i in range(length):
            start = size * i
            stop = start + size
            fromindex[0] = start
            awkward_ListArray_combinations_step(
                tocarry, toindex, fromindex, 0, stop, n, replacement
            )


awkward_RegularArray_getitem_carry
========================================================================
.. py:function:: awkward_RegularArray_getitem_carry_64(tocarry: List[int64_t], fromcarry: Const[List[int64_t]], lencarry: int64_t, size: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_carry(tocarry, fromcarry, lencarry, size):
        for i in range(lencarry):
            for j in range(size):
                tocarry[(i * size) + j] = (fromcarry[i] * size) + j


awkward_RegularArray_getitem_jagged_expand
========================================================================
.. py:function:: awkward_RegularArray_getitem_jagged_expand_64(multistarts: List[int64_t], multistops: List[int64_t], singleoffsets: Const[List[int64_t]], regularsize: int64_t, regularlength: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_jagged_expand(
        multistarts, multistops, singleoffsets, regularsize, regularlength
    ):
        for i in range(regularlength):
            for j in range(regularsize):
                multistarts[(i * regularsize) + j] = singleoffsets[j]
                multistops[(i * regularsize) + j] = singleoffsets[j + 1]


awkward_RegularArray_getitem_next_array
========================================================================
.. py:function:: awkward_RegularArray_getitem_next_array_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromarray: Const[List[int64_t]], length: int64_t, lenarray: int64_t, size: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_next_array(
        tocarry, toadvanced, fromarray, length, lenarray, size
    ):
        for i in range(length):
            for j in range(lenarray):
                tocarry[(i * lenarray) + j] = (i * size) + fromarray[j]
                toadvanced[(i * lenarray) + j] = j


awkward_RegularArray_getitem_next_array_advanced
========================================================================
.. py:function:: awkward_RegularArray_getitem_next_array_advanced_64(tocarry: List[int64_t], toadvanced: List[int64_t], fromadvanced: Const[List[int64_t]], fromarray: Const[List[int64_t]], length: int64_t, size: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_next_array_advanced(
        tocarry, toadvanced, fromadvanced, fromarray, length, size
    ):
        for i in range(length):
            tocarry[i] = (i * size) + fromarray[fromadvanced[i]]
            toadvanced[i] = i


awkward_RegularArray_getitem_next_array_regularize
========================================================================
.. py:function:: awkward_RegularArray_getitem_next_array_regularize_64(toarray: List[int64_t], fromarray: Const[List[int64_t]], lenarray: int64_t, size: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_next_array_regularize(
        toarray, fromarray, lenarray, size
    ):
        for j in range(lenarray):
            toarray[j] = fromarray[j]
            if toarray[j] < 0:
                toarray[j] += size
            if not ((0 <= toarray[j]) and (toarray[j] < size)):
                raise ValueError("index out of range")


awkward_RegularArray_getitem_next_at
========================================================================
.. py:function:: awkward_RegularArray_getitem_next_at_64(tocarry: List[int64_t], at: int64_t, length: int64_t, size: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_next_at(tocarry, at, length, size):
        regular_at = at
        if regular_at < 0:
            regular_at += size
        if not ((0 <= regular_at) and (regular_at < size)):
            raise ValueError("index out of range")
        for i in range(length):
            tocarry[i] = (i * size) + regular_at


awkward_RegularArray_getitem_next_range
========================================================================
.. py:function:: awkward_RegularArray_getitem_next_range_64(tocarry: List[int64_t], regular_start: int64_t, step: int64_t, length: int64_t, size: int64_t, nextsize: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_next_range(
        tocarry, regular_start, step, length, size, nextsize
    ):
        for i in range(length):
            for j in range(nextsize):
                tocarry[(i * nextsize) + j] = ((i * size) + regular_start) + (j * step)


awkward_RegularArray_getitem_next_range_spreadadvanced
========================================================================
.. py:function:: awkward_RegularArray_getitem_next_range_spreadadvanced_64(toadvanced: List[int64_t], fromadvanced: Const[List[int64_t]], length: int64_t, nextsize: int64_t)
.. code-block:: python

    def awkward_RegularArray_getitem_next_range_spreadadvanced(
        toadvanced, fromadvanced, length, nextsize
    ):
        for i in range(length):
            for j in range(nextsize):
                toadvanced[(i * nextsize) + j] = fromadvanced[i]


awkward_RegularArray_localindex
========================================================================
.. py:function:: awkward_RegularArray_localindex_64(toindex: List[int64_t], size: int64_t, length: int64_t)
.. code-block:: python

    def awkward_RegularArray_localindex(toindex, size, length):
        for i in range(length):
            for j in range(size):
                toindex[(i * size) + j] = j


awkward_RegularArray_reduce_local_nextparents_64
========================================================================
.. py:function:: awkward_RegularArray_reduce_local_nextparents_64(nextparents: List[int64_t], size: int64_t, length: int64_t)
.. code-block:: python

    def awkward_RegularArray_reduce_local_nextparents_64(nextparents, size, length):
        k = 0
        for i in range(length):
            for _ in range(size):
                # nextparents should contain the row index
                nextparents[k] = i
                k += 1


awkward_RegularArray_reduce_nonlocal_preparenext_64
========================================================================
.. py:function:: awkward_RegularArray_reduce_nonlocal_preparenext_64(nextcarry: List[int64_t], nextparents: List[int64_t], parents: Const[List[int64_t]], size: int64_t, length: int64_t)
.. code-block:: python

    def awkward_RegularArray_reduce_nonlocal_preparenext_64(nextcarry, nextparents, parents, size, length):
        k = 0
        for j in range(size):
            for i in range(length):
                # nextparents needs to be locally contiguous
                # so order our arrays by the transpose
                nextcarry[k] = i * size + j
                nextparents[k] = parents[i] * size + j
                k += 1


awkward_RegularArray_rpad_and_clip_axis1
========================================================================
.. py:function:: awkward_RegularArray_rpad_and_clip_axis1_64(toindex: List[int64_t], target: int64_t, size: int64_t, length: int64_t)
.. code-block:: python

    def awkward_RegularArray_rpad_and_clip_axis1(toindex, target, size, length):
        shorter = target if target < size else size
        for i in range(length):
            for j in range(shorter):
                toindex[(i * target) + j] = (i * size) + j
            for j in range(shorter, target):
                toindex[(i * target) + j] = -1


awkward_UnionArray_fillindex
========================================================================
.. py:function:: awkward_UnionArray_fillindex_to64_from32(toindex: List[int64_t], toindexoffset: int64_t, fromindex: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_UnionArray_fillindex_to64_from64(toindex: List[int64_t], toindexoffset: int64_t, fromindex: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray_fillindex_to64_fromU32(toindex: List[int64_t], toindexoffset: int64_t, fromindex: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_UnionArray_fillindex(toindex, toindexoffset, fromindex, length):
        for i in range(length):
            toindex[toindexoffset + i] = fromindex[i]


awkward_UnionArray_fillindex_count
========================================================================
.. py:function:: awkward_UnionArray_fillindex_to64_count(toindex: List[int64_t], toindexoffset: int64_t, length: int64_t)
.. code-block:: python

    def awkward_UnionArray_fillindex_count(toindex, toindexoffset, length):
        for i in range(length):
            toindex[toindexoffset + i] = i


awkward_UnionArray_fillna
========================================================================
.. py:function:: awkward_UnionArray_fillna_from32_to64(toindex: List[int64_t], fromindex: Const[List[int32_t]], length: int64_t)
.. py:function:: awkward_UnionArray_fillna_from64_to64(toindex: List[int64_t], fromindex: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray_fillna_fromU32_to64(toindex: List[int64_t], fromindex: Const[List[uint32_t]], length: int64_t)
.. code-block:: python

    def awkward_UnionArray_fillna(toindex, fromindex, length):
        for i in range(length):
            toindex[i] = fromindex[i] if fromindex[i] >= 0 else 0


awkward_UnionArray_filltags
========================================================================
.. py:function:: awkward_UnionArray_filltags_to8_from8(totags: List[int8_t], totagsoffset: int64_t, fromtags: Const[List[int8_t]], length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_UnionArray_filltags(totags, totagsoffset, fromtags, length, base):
        for i in range(length):
            totags[totagsoffset + i] = fromtags[i] + base


awkward_UnionArray_filltags_const
========================================================================
.. py:function:: awkward_UnionArray_filltags_to8_const(totags: List[int8_t], totagsoffset: int64_t, length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_UnionArray_filltags_const(totags, totagsoffset, length, base):
        for i in range(length):
            totags[totagsoffset + i] = base


awkward_UnionArray_flatten_combine
========================================================================
.. py:function:: awkward_UnionArray32_flatten_combine_64(totags: List[int8_t], toindex: List[int64_t], tooffsets: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int32_t]], length: int64_t, offsetsraws: List[List[int64_t]])
.. py:function:: awkward_UnionArray64_flatten_combine_64(totags: List[int8_t], toindex: List[int64_t], tooffsets: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int64_t]], length: int64_t, offsetsraws: List[List[int64_t]])
.. py:function:: awkward_UnionArrayU32_flatten_combine_64(totags: List[int8_t], toindex: List[int64_t], tooffsets: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[uint32_t]], length: int64_t, offsetsraws: List[List[int64_t]])
.. code-block:: python

    def awkward_UnionArray_flatten_combine(
        totags, toindex, tooffsets, fromtags, fromindex, length, offsetsraws
    ):
        tooffsets[0] = 0
        k = 0
        for i in range(length):
            tag = fromtags[i]
            idx = fromindex[i]
            start = offsetsraws[tag][idx]
            stop = offsetsraws[tag][idx + 1]
            tooffsets[i + 1] = tooffsets[i] + (stop - start)
            for j in range(start, stop):
                totags[k] = tag
                toindex[k] = j
                k = k + 1


awkward_UnionArray_flatten_length
========================================================================
.. py:function:: awkward_UnionArray32_flatten_length_64(total_length: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int32_t]], length: int64_t, offsetsraws: List[List[int64_t]])
.. py:function:: awkward_UnionArray64_flatten_length_64(total_length: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int64_t]], length: int64_t, offsetsraws: List[List[int64_t]])
.. py:function:: awkward_UnionArrayU32_flatten_length_64(total_length: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[uint32_t]], length: int64_t, offsetsraws: List[List[int64_t]])
.. code-block:: python

    def awkward_UnionArray_flatten_length(
        total_length, fromtags, fromindex, length, offsetsraws
    ):
        total_length[0] = 0
        for i in range(length):
            tag = fromtags[i]
            idx = fromindex[i]
            start = offsetsraws[tag][idx]
            stop = offsetsraws[tag][idx + 1]
            total_length[0] = total_length[0] + (stop - start)


awkward_UnionArray_nestedfill_tags_index
========================================================================
.. py:function:: awkward_UnionArray64_64_nestedfill_tags_index_64(totags: List[int64_t], toindex: List[int64_t], tmpstarts: List[int64_t], tag: int64_t, fromcounts: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_32_nestedfill_tags_index_64(totags: List[int8_t], toindex: List[int32_t], tmpstarts: List[int64_t], tag: int8_t, fromcounts: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_64_nestedfill_tags_index_64(totags: List[int8_t], toindex: List[int64_t], tmpstarts: List[int64_t], tag: int8_t, fromcounts: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_U32_nestedfill_tags_index_64(totags: List[int8_t], toindex: List[uint32_t], tmpstarts: List[int64_t], tag: int8_t, fromcounts: Const[List[int64_t]], length: int64_t)
.. code-block:: python

    def awkward_UnionArray_nestedfill_tags_index(
        totags, toindex, tmpstarts, tag, fromcounts, length
    ):
        k = 0
        for i in range(length):
            start = tmpstarts[i]
            stop = start + fromcounts[i]
            for j in range(start, stop):
                totags[j] = tag
                toindex[j] = k
                k += 1
            tmpstarts[i] = stop


awkward_UnionArray_project
========================================================================
.. py:function:: awkward_UnionArray8_32_project_64(lenout: List[int64_t], tocarry: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int32_t]], length: int64_t, which: int64_t)
.. py:function:: awkward_UnionArray8_64_project_64(lenout: List[int64_t], tocarry: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int64_t]], length: int64_t, which: int64_t)
.. py:function:: awkward_UnionArray8_U32_project_64(lenout: List[int64_t], tocarry: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[uint32_t]], length: int64_t, which: int64_t)
.. code-block:: python

    def awkward_UnionArray_project(lenout, tocarry, fromtags, fromindex, length, which):
        lenout[0] = 0
        for i in range(length):
            if fromtags[i] == which:
                tocarry[lenout[0]] = fromindex[i]
                lenout[0] = lenout[0] + 1


awkward_UnionArray_regular_index
========================================================================
.. py:function:: awkward_UnionArray64_32_regular_index(toindex: List[int32_t], current: List[int32_t], size: int64_t, fromtags: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray64_64_regular_index(toindex: List[int64_t], current: List[int64_t], size: int64_t, fromtags: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray64_U32_regular_index(toindex: List[uint32_t], current: List[uint32_t], size: int64_t, fromtags: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_32_regular_index(toindex: List[int32_t], current: List[int32_t], size: int64_t, fromtags: Const[List[int8_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_64_regular_index(toindex: List[int64_t], current: List[int64_t], size: int64_t, fromtags: Const[List[int8_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_U32_regular_index(toindex: List[uint32_t], current: List[uint32_t], size: int64_t, fromtags: Const[List[int8_t]], length: int64_t)
.. code-block:: python

    def awkward_UnionArray_regular_index(toindex, current, size, fromtags, length):
        count = 0
        for k in range(size):
            current[k] = 0
        for i in range(length):
            tag = fromtags[i]
            toindex[i] = current[tag]
            current[tag] = current[tag] + 1


awkward_UnionArray_regular_index_getsize
========================================================================
.. py:function:: awkward_UnionArray64_regular_index_getsize(size: List[int64_t], fromtags: Const[List[int64_t]], length: int64_t)
.. py:function:: awkward_UnionArray8_regular_index_getsize(size: List[int64_t], fromtags: Const[List[int8_t]], length: int64_t)
.. code-block:: python

    def awkward_UnionArray_regular_index_getsize(size, fromtags, length):
        size[0] = 0
        for i in range(length):
            tag = int(fromtags[i])
            if size[0] < tag:
                size[0] = tag
        size[0] = size[0] + 1


awkward_UnionArray_simplify
========================================================================
.. py:function:: awkward_UnionArray64_64_simplify8_64_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int64_t]], outerindex: Const[List[int64_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int64_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_32_simplify8_32_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[int32_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int32_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_32_simplify8_64_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[int32_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int64_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_32_simplify8_U32_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[int32_t]], innertags: Const[List[int8_t]], innerindex: Const[List[uint32_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_64_simplify8_32_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[int64_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int32_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_64_simplify8_64_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[int64_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int64_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_64_simplify8_U32_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[int64_t]], innertags: Const[List[int8_t]], innerindex: Const[List[uint32_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_U32_simplify8_32_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[uint32_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int32_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_U32_simplify8_64_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[uint32_t]], innertags: Const[List[int8_t]], innerindex: Const[List[int64_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_U32_simplify8_U32_to8_64(totags: List[int8_t], toindex: List[int64_t], outertags: Const[List[int8_t]], outerindex: Const[List[uint32_t]], innertags: Const[List[int8_t]], innerindex: Const[List[uint32_t]], towhich: int64_t, innerwhich: int64_t, outerwhich: int64_t, length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_UnionArray_simplify(
        totags,
        toindex,
        outertags,
        outerindex,
        innertags,
        innerindex,
        towhich,
        innerwhich,
        outerwhich,
        length,
        base,
    ):
        for i in range(length):
            if outertags[i] == outerwhich:
                j = outerindex[i]
                if innertags[j] == innerwhich:
                    totags[i] = towhich
                    toindex[i] = innerindex[j] + base


awkward_UnionArray_simplify_one
========================================================================
.. py:function:: awkward_UnionArray64_64_simplify_one_to8_64(totags: List[int8_t], toindex: List[int64_t], fromtags: Const[List[int64_t]], fromindex: Const[List[int64_t]], towhich: int64_t, fromwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_32_simplify_one_to8_64(totags: List[int8_t], toindex: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int32_t]], towhich: int64_t, fromwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_64_simplify_one_to8_64(totags: List[int8_t], toindex: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[int64_t]], towhich: int64_t, fromwhich: int64_t, length: int64_t, base: int64_t)
.. py:function:: awkward_UnionArray8_U32_simplify_one_to8_64(totags: List[int8_t], toindex: List[int64_t], fromtags: Const[List[int8_t]], fromindex: Const[List[uint32_t]], towhich: int64_t, fromwhich: int64_t, length: int64_t, base: int64_t)
.. code-block:: python

    def awkward_UnionArray_simplify_one(
        totags, toindex, fromtags, fromindex, towhich, fromwhich, length, base
    ):
        for i in range(length):
            if fromtags[i] == fromwhich:
                totags[i] = towhich
                toindex[i] = fromindex[i] + base


awkward_UnionArray_validity
========================================================================
.. py:function:: awkward_UnionArray8_32_validity(tags: Const[List[int8_t]], index: Const[List[int32_t]], length: int64_t, numcontents: int64_t, lencontents: Const[List[int64_t]])
.. py:function:: awkward_UnionArray8_64_validity(tags: Const[List[int8_t]], index: Const[List[int64_t]], length: int64_t, numcontents: int64_t, lencontents: Const[List[int64_t]])
.. py:function:: awkward_UnionArray8_U32_validity(tags: Const[List[int8_t]], index: Const[List[uint32_t]], length: int64_t, numcontents: int64_t, lencontents: Const[List[int64_t]])
.. code-block:: python

    def awkward_UnionArray_validity(tags, index, length, numcontents, lencontents):
        for i in range(length):
            tag = tags[i]
            idx = index[i]
            if tag < 0:
                raise ValueError("tags[i] < 0")
            if idx < 0:
                raise ValueError("index[i] < 0")
            if tag >= numcontents:
                raise ValueError("tags[i] >= len(contents)")
            lencontent = lencontents[tag]
            if idx >= lencontent:
                raise ValueError("index[i] >= len(content[tags[i]])")


awkward_argsort
========================================================================
.. py:function:: awkward_argsort_bool(toptr: List[int64_t], fromptr: Const[List[bool]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_int8(toptr: List[int64_t], fromptr: Const[List[int8_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_int16(toptr: List[int64_t], fromptr: Const[List[int16_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_int32(toptr: List[int64_t], fromptr: Const[List[int32_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_int64(toptr: List[int64_t], fromptr: Const[List[int64_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_uint8(toptr: List[int64_t], fromptr: Const[List[uint8_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_uint16(toptr: List[int64_t], fromptr: Const[List[uint16_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_uint32(toptr: List[int64_t], fromptr: Const[List[uint32_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_uint64(toptr: List[int64_t], fromptr: Const[List[uint64_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_float32(toptr: List[int64_t], fromptr: Const[List[float]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_argsort_float64(toptr: List[int64_t], fromptr: Const[List[double]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, ascending: bool, stable: bool)
.. code-block:: python

    def awkward_argsort(
      toptr, fromptr, length, offsets, offsetslength, ascending, stable
    ):
        result = []
        indices = list(range(length))
        for i in range(offsetslength - 1):
            sub_indices = indices[offsets[i]:offsets[i+1]]
            sorted_indices = sorted(
                sub_indices,
                key=lambda x: fromptr[x],
                reverse=not ascending
            )
            local_sorted_indices = [idx - offsets[i] for idx in sorted_indices]
            result.extend(local_sorted_indices)
        for i in range(length):
            toptr[i] = result[i]


awkward_index_rpad_and_clip_axis0
========================================================================
.. py:function:: awkward_index_rpad_and_clip_axis0_64(toindex: List[int64_t], target: int64_t, length: int64_t)
.. code-block:: python

    def awkward_index_rpad_and_clip_axis0(toindex, target, length):
        shorter = target if target < length else length
        for i in range(shorter):
            toindex[i] = i
        for i in range(shorter, target):
            toindex[i] = -1


awkward_index_rpad_and_clip_axis1
========================================================================
.. py:function:: awkward_index_rpad_and_clip_axis1_64(tostarts: List[int64_t], tostops: List[int64_t], target: int64_t, length: int64_t)
.. code-block:: python

    def awkward_index_rpad_and_clip_axis1(tostarts, tostops, target, length):
        offset = 0
        for i in range(length):
            tostarts[i] = offset
            offset = offset + target
            tostops[i] = offset


awkward_Index_nones_as_index
========================================================================
.. py:function:: awkward_Index_nones_as_index_64(toindex: List[int64_t], length: int64_t)
.. code-block:: python

    def awkward_Index_nones_as_index(toindex, length):
        num_non_null = 0
        for i in range(length):
            if toindex[i] != -1:
                num_non_null += 1
        for i in range(length):
            if toindex[i] == -1:
                toindex[i] = num_non_null
                num_non_null += 1


awkward_localindex
========================================================================
.. py:function:: awkward_localindex_64(toindex: List[int64_t], length: int64_t)
.. code-block:: python

    def awkward_localindex(toindex, length):
        for i in range(length):
            toindex[i] = i


awkward_missing_repeat
========================================================================
.. py:function:: awkward_missing_repeat_64(outindex: List[int64_t], index: Const[List[int64_t]], indexlength: int64_t, repetitions: int64_t, regularsize: int64_t)
.. code-block:: python

    def awkward_missing_repeat(outindex, index, indexlength, repetitions, regularsize):
        for i in range(repetitions):
            for j in range(indexlength):
                base = index[j]
                outindex[(i * indexlength) + j] = base + i * regularsize if base >= 0 else 0


awkward_reduce_argmax
========================================================================
.. py:function:: awkward_reduce_argmax_int8_64(toptr: List[int64_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_int16_64(toptr: List[int64_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_int32_64(toptr: List[int64_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_uint8_64(toptr: List[int64_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_uint16_64(toptr: List[int64_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_uint32_64(toptr: List[int64_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_uint64_64(toptr: List[int64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_float32_64(toptr: List[int64_t], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_float64_64(toptr: List[int64_t], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_argmax(toptr, fromptr, parents, lenparents, outlength):
        for k in range(outlength):
            toptr[k] = -1
        for i in range(lenparents):
            parent = parents[i]
            if (toptr[parent] == -1) or (fromptr[i] > fromptr[toptr[parent]]):
                toptr[parent] = i


awkward_reduce_argmax_complex
========================================================================
.. py:function:: awkward_reduce_argmax_complex64_64(toptr: List[int64_t], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmax_complex128_64(toptr: List[int64_t], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_argmax_complex(toptr, fromptr, parents, lenparents, outlength):
        for k in range(outlength):
            toptr[k] = -1
        for i in range(lenparents):
            parent = parents[i]
            if (toptr[parent] == -1  or (fromptr[i * 2] > fromptr[toptr[parent] * 2] or
               (fromptr[i * 2] == fromptr[toptr[parent] * 2]  and
                fromptr[i * 2 + 1] > fromptr[toptr[parent] * 2 + 1]))):
                toptr[parent] = i


awkward_reduce_argmin
========================================================================
.. py:function:: awkward_reduce_argmin_int8_64(toptr: List[int64_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_int16_64(toptr: List[int64_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_int32_64(toptr: List[int64_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_uint8_64(toptr: List[int64_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_uint16_64(toptr: List[int64_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_uint32_64(toptr: List[int64_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_uint64_64(toptr: List[int64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_float32_64(toptr: List[int64_t], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_float64_64(toptr: List[int64_t], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_argmin(toptr, fromptr, parents, lenparents, outlength):
        for k in range(outlength):
            toptr[k] = -1
        for i in range(lenparents):
            parent = parents[i]
            if (toptr[parent] == -1) or (fromptr[i] < fromptr[toptr[parent]]):
                toptr[parent] = i


awkward_reduce_argmin_complex
========================================================================
.. py:function:: awkward_reduce_argmin_complex64_64(toptr: List[int64_t], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_argmin_complex128_64(toptr: List[int64_t], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_argmin_complex(toptr, fromptr, parents, lenparents, outlength):
        for k in range(outlength):
            toptr[k] = -1
        for i in range(lenparents):
            parent = parents[i]
            if (toptr[parent] == -1  or (fromptr[i * 2] < fromptr[toptr[parent] * 2] or
               (fromptr[i * 2] == fromptr[toptr[parent] * 2]  and
                fromptr[i * 2 + 1] < fromptr[toptr[parent] * 2 + 1]))):
                toptr[parent] = i


awkward_reduce_count_64
========================================================================
.. py:function:: awkward_reduce_count_64(toptr: List[int64_t], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_count_64(toptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] = toptr[parents[i]] + 1


awkward_reduce_countnonzero
========================================================================
.. py:function:: awkward_reduce_countnonzero_bool_64(toptr: List[int64_t], fromptr: Const[List[bool]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_int8_64(toptr: List[int64_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_int16_64(toptr: List[int64_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_int32_64(toptr: List[int64_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_uint8_64(toptr: List[int64_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_uint16_64(toptr: List[int64_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_uint32_64(toptr: List[int64_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_uint64_64(toptr: List[int64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_float32_64(toptr: List[int64_t], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_float64_64(toptr: List[int64_t], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_countnonzero(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] += fromptr[i] != 0


awkward_reduce_countnonzero_complex
========================================================================
.. py:function:: awkward_reduce_countnonzero_complex64_64(toptr: List[int64_t], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_countnonzero_complex128_64(toptr: List[int64_t], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_countnonzero_complex(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] += fromptr[i * 2] != 0 or fromptr[i * 2 + 1] != 0


awkward_reduce_max
========================================================================
.. py:function:: awkward_reduce_max_int8_int8_64(toptr: List[int8_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int8_t)
.. py:function:: awkward_reduce_max_int16_int16_64(toptr: List[int16_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int16_t)
.. py:function:: awkward_reduce_max_int32_int32_64(toptr: List[int32_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int32_t)
.. py:function:: awkward_reduce_max_int64_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int64_t)
.. py:function:: awkward_reduce_max_uint8_uint8_64(toptr: List[uint8_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint8_t)
.. py:function:: awkward_reduce_max_uint16_uint16_64(toptr: List[uint16_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint16_t)
.. py:function:: awkward_reduce_max_uint32_uint32_64(toptr: List[uint32_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint32_t)
.. py:function:: awkward_reduce_max_uint64_uint64_64(toptr: List[uint64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint64_t)
.. py:function:: awkward_reduce_max_float32_float32_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: float)
.. py:function:: awkward_reduce_max_float64_float64_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: double)
.. code-block:: python

    def awkward_reduce_max(toptr, fromptr, parents, lenparents, outlength, identity):
        for i in range(outlength):
            toptr[i] = identity
        for i in range(lenparents):
            x = fromptr[i]
            toptr[parents[i]] = x if x > toptr[parents[i]] else toptr[parents[i]]


awkward_reduce_max_complex
========================================================================
.. py:function:: awkward_reduce_max_complex64_complex64_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: float)
.. py:function:: awkward_reduce_max_complex128_complex128_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: double)
.. code-block:: python

    def awkward_reduce_max_complex(toptr, fromptr, parents, lenparents, outlength, identity):
        for i in range(outlength):
            toptr[i * 2] = identity
            toptr[i * 2 + 1] = 0
        for i in range(lenparents):
            x = fromptr[i * 2]
            y = fromptr[i * 2 + 1]
            parent = parents[i]
            if x > toptr[parent * 2] or (x == toptr[parent * 2]  and  y > toptr[parent * 2 + 1]):
                toptr[parent * 2] = x
                toptr[parent * 2 + 1] = y


awkward_reduce_min
========================================================================
.. py:function:: awkward_reduce_min_int8_int8_64(toptr: List[int8_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int8_t)
.. py:function:: awkward_reduce_min_int16_int16_64(toptr: List[int16_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int16_t)
.. py:function:: awkward_reduce_min_int32_int32_64(toptr: List[int32_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int32_t)
.. py:function:: awkward_reduce_min_int64_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: int64_t)
.. py:function:: awkward_reduce_min_uint8_uint8_64(toptr: List[uint8_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint8_t)
.. py:function:: awkward_reduce_min_uint16_uint16_64(toptr: List[uint16_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint16_t)
.. py:function:: awkward_reduce_min_uint32_uint32_64(toptr: List[uint32_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint32_t)
.. py:function:: awkward_reduce_min_uint64_uint64_64(toptr: List[uint64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: uint64_t)
.. py:function:: awkward_reduce_min_float32_float32_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: float)
.. py:function:: awkward_reduce_min_float64_float64_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: double)
.. code-block:: python

    def awkward_reduce_min(toptr, fromptr, parents, lenparents, outlength, identity):
        for i in range(outlength):
            toptr[i] = identity
        for i in range(lenparents):
            x = fromptr[i]
            toptr[parents[i]] = x if x < toptr[parents[i]] else toptr[parents[i]]


awkward_reduce_min_complex
========================================================================
.. py:function:: awkward_reduce_min_complex64_complex64_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: float)
.. py:function:: awkward_reduce_min_complex128_complex128_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t, identity: double)
.. code-block:: python

    def awkward_reduce_min_complex(toptr, fromptr, parents, lenparents, outlength, identity):
        for i in range(outlength):
            toptr[i * 2] = identity
            toptr[i * 2 + 1] = 0
        for i in range(lenparents):
            x = fromptr[i * 2]
            y = fromptr[i * 2 + 1]
            parent = parents[i]
            if x < toptr[parent * 2] or (x == toptr[parent * 2]  and  y < toptr[parent * 2 + 1]):
                toptr[parent * 2] = x
                toptr[parent * 2 + 1] = y


awkward_reduce_prod
========================================================================
.. py:function:: awkward_reduce_prod_int32_int8_64(toptr: List[int32_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_int32_int16_64(toptr: List[int32_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_int32_int32_64(toptr: List[int32_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_int64_int8_64(toptr: List[int64_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_int64_int16_64(toptr: List[int64_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_int64_int32_64(toptr: List[int64_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_int64_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint32_uint8_64(toptr: List[uint32_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint32_uint16_64(toptr: List[uint32_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint32_uint32_64(toptr: List[uint32_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint64_uint8_64(toptr: List[uint64_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint64_uint16_64(toptr: List[uint64_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint64_uint32_64(toptr: List[uint64_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_uint64_uint64_64(toptr: List[uint64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_float32_float32_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_float64_float64_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_prod(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 1
        for i in range(lenparents):
            toptr[parents[i]] *= fromptr[i]


awkward_reduce_prod_complex
========================================================================
.. py:function:: awkward_reduce_prod_complex64_complex64_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_complex128_complex128_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_prod_complex(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i * 2] = 1
            toptr[i * 2 + 1] = 0
        for i in range(lenparents):
            parent = parents[i]
            real = toptr[parent * 2] * fromptr[i * 2] - toptr[parent * 2 + 1] * fromptr[i * 2 + 1]
            imag = toptr[parent * 2] * fromptr[i * 2 + 1] + toptr[parent * 2 + 1] * fromptr[i * 2]
            toptr[parents[i] * 2] = real
            toptr[parents[i] * 2 + 1] = imag


awkward_reduce_prod_bool
========================================================================
.. py:function:: awkward_reduce_prod_bool_bool_64(toptr: List[bool], fromptr: Const[List[bool]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_int8_64(toptr: List[bool], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_int16_64(toptr: List[bool], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_int32_64(toptr: List[bool], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_int64_64(toptr: List[bool], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_uint8_64(toptr: List[bool], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_uint16_64(toptr: List[bool], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_uint32_64(toptr: List[bool], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_uint64_64(toptr: List[bool], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_float32_64(toptr: List[bool], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_float64_64(toptr: List[bool], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_prod_bool(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = True
        for i in range(lenparents):
            toptr[parents[i]] &= fromptr[i] != 0


awkward_reduce_prod_bool_complex
========================================================================
.. py:function:: awkward_reduce_prod_bool_complex64_64(toptr: List[bool], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_prod_bool_complex128_64(toptr: List[bool], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_prod_bool_complex(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 1
        for i in range(lenparents):
            toptr[parents[i]] = fromptr[i * 2] != 0 or fromptr[i * 2 + 1] != 0


awkward_reduce_sum
========================================================================
.. py:function:: awkward_reduce_sum_int32_int8_64(toptr: List[int32_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_int32_int16_64(toptr: List[int32_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_int32_int32_64(toptr: List[int32_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_int64_int8_64(toptr: List[int64_t], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_int64_int16_64(toptr: List[int64_t], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_int64_int32_64(toptr: List[int64_t], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_int64_int64_64(toptr: List[int64_t], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint32_uint8_64(toptr: List[uint32_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint32_uint16_64(toptr: List[uint32_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint32_uint32_64(toptr: List[uint32_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint64_uint8_64(toptr: List[uint64_t], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint64_uint16_64(toptr: List[uint64_t], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint64_uint32_64(toptr: List[uint64_t], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_uint64_uint64_64(toptr: List[uint64_t], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_float32_float32_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_float64_float64_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_sum(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] += fromptr[i]


awkward_reduce_sum_complex
========================================================================
.. py:function:: awkward_reduce_sum_complex64_complex64_64(toptr: List[float], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_complex128_complex128_64(toptr: List[double], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_sum_complex(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i * 2] = 0
            toptr[i * 2 + 1] = 0
        for i in range(lenparents):
            toptr[parents[i] * 2] += fromptr[i * 2]
            toptr[parents[i] * 2 + 1] += fromptr[i * 2 + 1]


awkward_reduce_sum_bool
========================================================================
.. py:function:: awkward_reduce_sum_bool_bool_64(toptr: List[bool], fromptr: Const[List[bool]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_int8_64(toptr: List[bool], fromptr: Const[List[int8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_int16_64(toptr: List[bool], fromptr: Const[List[int16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_int32_64(toptr: List[bool], fromptr: Const[List[int32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_int64_64(toptr: List[bool], fromptr: Const[List[int64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_uint8_64(toptr: List[bool], fromptr: Const[List[uint8_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_uint16_64(toptr: List[bool], fromptr: Const[List[uint16_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_uint32_64(toptr: List[bool], fromptr: Const[List[uint32_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_uint64_64(toptr: List[bool], fromptr: Const[List[uint64_t]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_float32_64(toptr: List[bool], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_float64_64(toptr: List[bool], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_sum_bool(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = False
        for i in range(lenparents):
            toptr[parents[i]] |= fromptr[i] != 0


awkward_reduce_sum_bool_complex
========================================================================
.. py:function:: awkward_reduce_sum_bool_complex64_64(toptr: List[bool], fromptr: Const[List[float]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. py:function:: awkward_reduce_sum_bool_complex128_64(toptr: List[bool], fromptr: Const[List[double]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_sum_bool_complex(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] |= fromptr[i * 2] != 0 or fromptr[i * 2 + 1] != 0


awkward_reduce_sum_int32_bool_64
========================================================================
.. py:function:: awkward_reduce_sum_int32_bool_64(toptr: List[int32_t], fromptr: Const[List[bool]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_sum_int32_bool_64(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] += fromptr[i] != 0


awkward_reduce_sum_int64_bool_64
========================================================================
.. py:function:: awkward_reduce_sum_int64_bool_64(toptr: List[int64_t], fromptr: Const[List[bool]], parents: Const[List[int64_t]], lenparents: int64_t, outlength: int64_t)
.. code-block:: python

    def awkward_reduce_sum_int64_bool_64(toptr, fromptr, parents, lenparents, outlength):
        for i in range(outlength):
            toptr[i] = 0
        for i in range(lenparents):
            toptr[parents[i]] += fromptr[i] != 0


awkward_sort
========================================================================
.. py:function:: awkward_sort_bool(toptr: List[bool], fromptr: Const[List[bool]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_int8(toptr: List[int8_t], fromptr: Const[List[int8_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_int16(toptr: List[int16_t], fromptr: Const[List[int16_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_int32(toptr: List[int32_t], fromptr: Const[List[int32_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_int64(toptr: List[int64_t], fromptr: Const[List[int64_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_uint8(toptr: List[uint8_t], fromptr: Const[List[uint8_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_uint16(toptr: List[uint16_t], fromptr: Const[List[uint16_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_uint32(toptr: List[uint32_t], fromptr: Const[List[uint32_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_uint64(toptr: List[uint64_t], fromptr: Const[List[uint64_t]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_float32(toptr: List[float], fromptr: Const[List[float]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. py:function:: awkward_sort_float64(toptr: List[double], fromptr: Const[List[double]], length: int64_t, offsets: Const[List[int64_t]], offsetslength: int64_t, parentslength: int64_t, ascending: bool, stable: bool)
.. code-block:: python

    def awkward_sort(
        toptr, fromptr, length, offsets, offsetslength, parentslength, ascending, stable
    ):
        result = []
        for i in range(offsetslength - 1):
            sub_list = sorted(fromptr[offsets[i]:offsets[i+1]], reverse=not ascending)
            if stable:
                result += sub_list
            else:
                result += sorted(sub_list, reverse=not ascending)
        for i in range(parentslength):
            toptr[i] = result[i]


awkward_unique_offsets
========================================================================
.. py:function:: awkward_unique_offsets_int8(tooffsets: List[int8_t], length: int64_t, fromoffsets: Const[List[int64_t]], starts: Const[List[int64_t]], startslength: int64_t)
.. py:function:: awkward_unique_offsets_int16(tooffsets: List[int16_t], length: int64_t, fromoffsets: Const[List[int64_t]], starts: Const[List[int64_t]], startslength: int64_t)
.. py:function:: awkward_unique_offsets_int32(tooffsets: List[int32_t], length: int64_t, fromoffsets: Const[List[int64_t]], starts: Const[List[int64_t]], startslength: int64_t)
.. py:function:: awkward_unique_offsets_int64(tooffsets: List[int64_t], length: int64_t, fromoffsets: Const[List[int64_t]], starts: Const[List[int64_t]], startslength: int64_t)
.. code-block:: python

    def awkward_unique_offsets(
      tooffsets, length, fromoffsets, starts, startslength
    ):
      j = 0
      for i in range(length):
          tooffsets[j] = fromoffsets[i]
          for k in range(j, startslength - 1):
              if starts[j] == starts[j + 1]:
                  tooffsets[j + 1] = fromoffsets[i]
                  j += 1
          j += 1
      tooffsets[startslength] = fromoffsets[length - 1]


awkward_unique_ranges_bool
========================================================================
.. py:function:: awkward_unique_ranges_bool(toptr: List[bool], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. code-block:: python

    def awkward_unique_ranges_bool(
      toptr, fromoffsets, offsetslength, tooffsets
    ):
      m = 0
      for i in range(offsetslength - 1):
        tooffsets[i] = m
        toptr[m] = toptr[fromoffsets[i]]
        m += 1
        for k in range(fromoffsets[i], fromoffsets[i + 1]):
          if ((toptr[m - 1] != 0) != (toptr[k] != 0)):
            toptr[m] = toptr[k]
            m += 1
      tooffsets[offsetslength - 1] = m


awkward_unique_ranges
========================================================================
.. py:function:: awkward_unique_ranges_int8(toptr: List[int8_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_int16(toptr: List[int16_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_int32(toptr: List[int32_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_int64(toptr: List[int64_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_uint8(toptr: List[uint8_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_uint16(toptr: List[uint16_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_uint32(toptr: List[uint32_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_uint64(toptr: List[uint64_t], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_float32(toptr: List[float], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. py:function:: awkward_unique_ranges_float64(toptr: List[double], fromoffsets: Const[List[int64_t]], offsetslength: int64_t, tooffsets: List[int64_t])
.. code-block:: python

    def awkward_unique_ranges(
      toptr, fromoffsets, offsetslength, tooffsets
    ):
      m = 0
      for i in range(offsetslength - 1):
        tooffsets[i] = m
        toptr[m] = toptr[fromoffsets[i]]
        m += 1
        for k in range(fromoffsets[i], fromoffsets[i + 1]):
          if (toptr[m - 1] != toptr[k]):
            toptr[m] = toptr[k]
            m += 1
      tooffsets[offsetslength - 1] = m


awkward_sorting_ranges
========================================================================
.. py:function:: awkward_sorting_ranges(toindex: List[int64_t], tolength: int64_t, parents: Const[List[int64_t]], parentslength: int64_t)
.. code-block:: python

    def awkward_sorting_ranges(toindex, tolength, parents, parentslength):
        toindex[0] = 0
        j = 1
        k = 1
        for i in range(1, parentslength):
            if parents[i - 1] != parents[i]:
                toindex[j] = k
                j += 1
            k += 1
        toindex[tolength - 1] = parentslength


awkward_sorting_ranges_length
========================================================================
.. py:function:: awkward_sorting_ranges_length(tolength: List[int64_t], parents: Const[List[int64_t]], parentslength: int64_t)
.. code-block:: python

    def awkward_sorting_ranges_length(tolength, parents, parentslength):
        tolength[0] = 2
        for i in range(1, parentslength):
            if parents[i - 1] != parents[i]:
                tolength[0] = tolength[0] + 1