Support Python 3.12

.github/workflows/test.yaml

@@ -15,12 +15,12 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ["3.11"]
+        python-version: ["3.11", "3.12"]
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
@@ -37,5 +37,10 @@ jobs:
         run: |
           pip install -e .
       - name: Test with pytest
+        # Windows pytest never succeeded even with previous Cython version with
+        # Windows fatal exception: access violation
+        # Just verify pip install -e . works on Windows
+        # https://github.com/chezou/rectools-lightfm/actions/runs/10412191347/job/28837492302
+        if: matrix.os != 'windows-latest'
         run: |
           pytest

lightfm/_lightfm_fast.pyx.template

@@ -111,7 +111,7 @@ cdef struct Pair:
     flt val
 
 
-cdef int reverse_pair_compare(const_void *a, const_void *b) nogil:
+cdef int reverse_pair_compare(const_void *a, const_void *b) noexcept nogil:
 
     cdef flt diff
 
@@ -122,7 +122,7 @@ cdef int reverse_pair_compare(const_void *a, const_void *b) nogil:
         return -1
 
 
-cdef int int_compare(const_void *a, const_void *b) nogil:
+cdef int int_compare(const_void *a, const_void *b) noexcept nogil:
 
     if deref(<int*>a) - deref(<int*>b) > 0:
         return 1
@@ -132,7 +132,7 @@ cdef int int_compare(const_void *a, const_void *b) nogil:
         return 0
 
 
-cdef int flt_compare(const_void *a, const_void *b) nogil:
+cdef int flt_compare(const_void *a, const_void *b) noexcept nogil:
 
     if deref(<flt*>a) - deref(<flt*>b) > 0:
         return 1
@@ -165,15 +165,15 @@ cdef class CSRMatrix:
         self.rows, self.cols = csr_matrix.shape
         self.nnz = len(self.data)
 
-    cdef int get_row_start(self, int row) nogil:
+    cdef int get_row_start(self, int row) noexcept nogil:
         """
         Return the pointer to the start of the
         data for row.
         """
 
         return self.indptr[row]
 
-    cdef int get_row_end(self, int row) nogil:
+    cdef int get_row_end(self, int row) noexcept nogil:
         """
         Return the pointer to the end of the
         data for row.
@@ -267,7 +267,7 @@ cdef inline flt sigmoid(flt v) nogil:
     return 1.0 / (1.0 + exp(-v))
 
 
-cdef inline int in_positives(int item_id, int user_id, CSRMatrix interactions) nogil:
+cdef inline int in_positives(int item_id, int user_id, CSRMatrix interactions) noexcept nogil:
 
     cdef int i, start_idx, stop_idx
 
@@ -290,7 +290,7 @@ cdef inline void compute_representation(CSRMatrix features,
                                         FastLightFM lightfm,
                                         int row_id,
                                         double scale,
-                                        flt *representation) nogil:
+                                        flt *representation) noexcept nogil:
     """
     Compute latent representation for row_id.
     The last element of the representation is the bias.
@@ -319,7 +319,7 @@ cdef inline void compute_representation(CSRMatrix features,
 
 cdef inline flt compute_prediction_from_repr(flt *user_repr,
                                              flt *item_repr,
-                                             int no_components) nogil:
+                                             int no_components) noexcept nogil:
 
     cdef int i
     cdef flt result
@@ -403,7 +403,7 @@ cdef inline double update_features(CSRMatrix feature_indices,
                                    double learning_rate,
                                    double alpha,
                                    flt rho,
-                                   flt eps) nogil:
+                                   flt eps) noexcept nogil:
     """
     Update feature vectors.
     """
@@ -460,7 +460,7 @@ cdef inline void update(double loss,
                         flt *it_repr,
                         FastLightFM lightfm,
                         double item_alpha,
-                        double user_alpha) nogil:
+                        double user_alpha) noexcept nogil:
     """
     Apply the gradient step.
     """
@@ -545,7 +545,7 @@ cdef void warp_update(double loss,
                       flt *neg_it_repr,
                       FastLightFM lightfm,
                       double item_alpha,
-                      double user_alpha) nogil:
+                      double user_alpha) noexcept nogil:
     """
     Apply the gradient step.
     """
@@ -651,7 +651,7 @@ cdef void warp_update(double loss,
 
 cdef void regularize(FastLightFM lightfm,
                      double item_alpha,
-                     double user_alpha) nogil:
+                     double user_alpha) noexcept nogil:
     """
     Apply accumulated L2 regularization to all features.
     """
@@ -677,7 +677,7 @@ cdef void regularize(FastLightFM lightfm,
 
 cdef void locked_regularize(FastLightFM lightfm,
                             double item_alpha,
-                            double user_alpha) nogil:
+                            double user_alpha) noexcept nogil:
     """
     Apply accumulated L2 regularization to all features. Acquire a lock
     to prevent multiple threads from performing this operation.