|jW RdZddlZdejdejdedefdZded edefd ZdS) uThe hot scoring kernel, shared by the pure-Python and compiled builds. This module is ordinary Python with no third-party imports: it runs as-is on PyPy and in pure-Python installs. When a compiled wheel is built, ``_kernel.pxd`` supplies C type declarations for these same functions and Cython compiles this file to native code — the ``.py`` stays the one and only implementation. Note: ``from __future__ import annotations`` is intentionally omitted to match the modules mypyc compiles, which import from here. ``dot_packed`` reads the profile's parallel ``array('i')`` buffers rather than its dense 65536-entry table. Compiled, that is the difference between a gather through a Python list and a C loop over two contiguous int32 buffers. The interpreter pays for it — ``array`` indexing boxes an int where a list returns a cached one — which is the trade this build makes deliberately. Nidxvalsmodelreturncd}t|}t|D]}||||||zz }|S)aReturn the dot product of a packed bigram profile with a model table. :param idx: ``array('i')`` of bigram indices, in first-encounter order. Deliberately *not* sorted --- do not add a binary search or an early exit over it. :param vals: ``array('i')`` of weights, parallel to *idx*. :param model: 65536-byte model lookup table. :returns: Sum of ``model[idx[k]] * vals[k]`` over all ``k``. r)lenrange)rrrdotnis /Users/tedpeters/Documents/Projects/Claude Projects/Misc Tools/notename-sheets/.venv/lib/python3.11/site-packages/chardet/_kernel.py dot_packedrsK C CA 1XX'' uSV}tAw&& Jnonzerofreqctjddgt|z}t|}t|D]}|||||<tjd||fS)adReturn parallel ``array('i')`` index/value buffers for a dense profile. ``int32`` holds any weight a truncated input can produce: statistical scoring caps its input at 16384 bytes, so no weight exceeds ``255 * 16383`` (about 4.2 million) against an int32 ceiling of 2.1 billion. The bound is the caller's to keep --- see :class:`~chardet.models.BigramProfile`, which documents the input limit that makes it hold. :param nonzero: Bigram indices with non-zero weight. :param freq: Dense 65536-entry weight table. :returns: An ``(idx, vals)`` tuple of ``array('i')`` buffers. r r)arrayrr )rrrr r s r pack_profiler'sm ;sQC 3w<< /D G A 1XX##wqz"Q ;sG $ $d **r)__doc__rbytesintrlisttuplerrr rs$ EKu{5S"+$+d+u++++++r