gjdwebserver-overlay/sci-libs/scikit-learn/files/eb85684feb0505694e66365ba9f4d10a409f8f0b.patch

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2023-11-03 14:15:08 +01:00
From eb85684feb0505694e66365ba9f4d10a409f8f0b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?J=C3=A9r=C3=A9mie=20du=20Boisberranger?=
<34657725+jeremiedbb@users.noreply.github.com>
Date: Wed, 11 Oct 2023 11:43:47 +0200
Subject: [PATCH] MAINT Follow cython performance hints (#27521)
---
.../_middle_term_computer.pyx.tp | 2 +-
.../preprocessing/_csr_polynomial_expansion.pyx | 2 +-
sklearn/tree/_splitter.pyx | 2 +-
sklearn/tree/_utils.pxd | 2 +-
sklearn/tree/_utils.pyx | 14 ++++++--------
5 files changed, 10 insertions(+), 12 deletions(-)
diff --git a/sklearn/metrics/_pairwise_distances_reduction/_middle_term_computer.pyx.tp b/sklearn/metrics/_pairwise_distances_reduction/_middle_term_computer.pyx.tp
index f2d89ed65909c..bfe465394c4d2 100644
--- a/sklearn/metrics/_pairwise_distances_reduction/_middle_term_computer.pyx.tp
+++ b/sklearn/metrics/_pairwise_distances_reduction/_middle_term_computer.pyx.tp
@@ -82,7 +82,7 @@ cdef void _middle_term_sparse_dense_{{name_suffix}}(
intp_t Y_end,
bint c_ordered_middle_term,
float64_t * dist_middle_terms,
-) nogil:
+) noexcept nogil:
# This routine assumes that dist_middle_terms is a pointer to the first element
# of a buffer filled with zeros of length at least equal to n_X × n_Y, conceptually
# representing a 2-d C-ordered of F-ordered array.
diff --git a/sklearn/preprocessing/_csr_polynomial_expansion.pyx b/sklearn/preprocessing/_csr_polynomial_expansion.pyx
index 90f81c0399a6e..017af83f035b2 100644
--- a/sklearn/preprocessing/_csr_polynomial_expansion.pyx
+++ b/sklearn/preprocessing/_csr_polynomial_expansion.pyx
@@ -166,7 +166,7 @@ cpdef void _csr_polynomial_expansion(
INDEX_B_t[:] result_indptr, # OUT
FLAG_t interaction_only,
FLAG_t degree
-) nogil:
+):
"""
Perform a second or third degree polynomial or interaction expansion on a
compressed sparse row (CSR) matrix. The method used only takes products of
diff --git a/sklearn/tree/_splitter.pyx b/sklearn/tree/_splitter.pyx
index a9d3a169ec84a..81cd61ed22631 100644
--- a/sklearn/tree/_splitter.pyx
+++ b/sklearn/tree/_splitter.pyx
@@ -263,7 +263,7 @@ cdef inline void shift_missing_values_to_left_if_required(
SplitRecord* best,
intp_t[::1] samples,
intp_t end,
-) nogil:
+) noexcept nogil:
cdef intp_t i, p, current_end
# The partitioner partitions the data such that the missing values are in
# samples[-n_missing:] for the criterion to consume. If the missing values
diff --git a/sklearn/tree/_utils.pxd b/sklearn/tree/_utils.pxd
index 4167230bfbf4d..b59d18879ca94 100644
--- a/sklearn/tree/_utils.pxd
+++ b/sklearn/tree/_utils.pxd
@@ -39,7 +39,7 @@ ctypedef fused realloc_ptr:
(Cell*)
(Node**)
-cdef realloc_ptr safe_realloc(realloc_ptr* p, size_t nelems) except * nogil
+cdef int safe_realloc(realloc_ptr* p, size_t nelems) except -1 nogil
cdef cnp.ndarray sizet_ptr_to_ndarray(intp_t* data, intp_t size)
diff --git a/sklearn/tree/_utils.pyx b/sklearn/tree/_utils.pyx
index 3c0c312b25fbe..b6115d4f21d18 100644
--- a/sklearn/tree/_utils.pyx
+++ b/sklearn/tree/_utils.pyx
@@ -22,22 +22,20 @@ from ..utils._random cimport our_rand_r
# Helper functions
# =============================================================================
-cdef realloc_ptr safe_realloc(realloc_ptr* p, size_t nelems) except * nogil:
+cdef int safe_realloc(realloc_ptr* p, size_t nelems) except -1 nogil:
# sizeof(realloc_ptr[0]) would be more like idiomatic C, but causes Cython
# 0.20.1 to crash.
cdef size_t nbytes = nelems * sizeof(p[0][0])
if nbytes / sizeof(p[0][0]) != nelems:
# Overflow in the multiplication
- with gil:
- raise MemoryError("could not allocate (%d * %d) bytes"
- % (nelems, sizeof(p[0][0])))
+ raise MemoryError(f"could not allocate ({nelems} * {sizeof(p[0][0])}) bytes")
+
cdef realloc_ptr tmp = <realloc_ptr>realloc(p[0], nbytes)
if tmp == NULL:
- with gil:
- raise MemoryError("could not allocate %d bytes" % nbytes)
+ raise MemoryError(f"could not allocate {nbytes} bytes")
p[0] = tmp
- return tmp # for convenience
+ return 0
def _realloc_test():
@@ -111,7 +109,7 @@ cdef class WeightedPQueue:
or 0 otherwise.
"""
self.array_ptr = 0
- # Since safe_realloc can raise MemoryError, use `except *`
+ # Since safe_realloc can raise MemoryError, use `except -1`
safe_realloc(&self.array_, self.capacity)
return 0