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When will this repository support Python 3.13? #60

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hunwenpinghao opened this issue Oct 17, 2024 · 0 comments
Open

When will this repository support Python 3.13? #60

hunwenpinghao opened this issue Oct 17, 2024 · 0 comments

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@hunwenpinghao
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hunwenpinghao commented Oct 17, 2024

Python 3.13 was released on October 7, 2024. When I tried to set up this module in my new Python environment, I encountered an error.

pip3 install sklearn-pmml-model==1.0.7
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Collecting sklearn-pmml-model==1.0.7
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/0c/c9/0137ca1537b2943c336da08fa358cf1496b251f94c25c2ffd2acd8266523/sklearn_pmml_model-1.0.7.tar.gz (895 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... error
  error: subprocess-exited-with-error

  × Getting requirements to build wheel did not run successfully.
  │ exit code: 1
  ╰─> [775 lines of output]
      /tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /tmp/pip-install-_cwkht3t/sklearn-pmml-model_b31c2c5be01a4956854470e7d7b42e04/sklearn_pmml_model/ensemble/_gradient_boosting.pyx
        tree = Parsing.p_module(s, pxd, full_module_name)
      warning: sklearn_pmml_model/tree/quad_tree.pxd:76:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:79:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:80:27: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:88:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:89:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:108:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:112:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:119:25: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:123:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:146:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:150:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:175:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:176:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:177:26: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:182:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:198:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:200:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:202:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:203:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:204:17: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:205:39: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:206:38: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:221:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:224:47: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:227:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:228:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:229:49: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:64:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:65:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:67:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:68:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:69:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_splitter.pxd:96:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_splitter.pxd:98:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_tree.pxd:36:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/ensemble/_gradient_boosting.pyx:45:53: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/ensemble/_gradient_boosting.pyx:263:27: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:64:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:65:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:67:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:68:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:69:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:76:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:79:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:80:27: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:88:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:89:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:108:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:112:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:119:25: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:123:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:146:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:150:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:175:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:176:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:177:26: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:182:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:198:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:200:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:202:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:203:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:204:17: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:205:39: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:206:38: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:221:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:224:47: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:227:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:228:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:229:49: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pyx:116:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  New starting index position of the samples in the right child
              """

              pass

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:116:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:126:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              primary function of the criterion class.
              """

              pass

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:126:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:146:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  stored
              """

              pass

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:146:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:160:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  The memory address where the node value should be stored.
              """

              pass

          cdef double proxy_impurity_improvement(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:160:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
          cdef double proxy_impurity_improvement(self) nogil
                                                ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:69:42: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:178:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              self.children_impurity(&impurity_left, &impurity_right)

              return (- self.weighted_n_right * impurity_right
                      - self.weighted_n_left * impurity_left)

          cdef double impurity_improvement(self, double impurity) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:178:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
                                          ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:68:36: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:492:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  sum_total += self.sum_stride

              self.pos = new_pos
              return 0

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:492:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:495:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              return 0

          cdef double node_impurity(self) nogil:
              pass

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:495:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:499:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil:
              pass

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:499:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:534:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          The cross-entropy is then defined as

              cross-entropy = -\sum_{k=0}^{K-1} count_k log(count_k)
          """

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:534:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:556:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

                  sum_total += self.sum_stride

              return entropy / self.n_outputs

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:556:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:616:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

              index = \sum_{k=0}^{K-1} count_k (1 - count_k)
                    = 1 - \sum_{k=0}^{K-1} count_k ** 2
          """

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:616:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:643:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

                  sum_total += self.sum_stride

              return gini / self.n_outputs

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:643:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:883:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  sum_right[k] = sum_total[k] - sum_left[k]

              self.pos = new_pos
              return 0

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:883:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:886:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              return 0

          cdef double node_impurity(self) nogil:
              pass

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:886:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:890:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil:
              pass

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:890:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:905:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          """Mean squared error impurity criterion.

              MSE = var_left + var_right
          """

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:905:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:919:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              for k in range(self.n_outputs):
                  impurity -= (sum_total[k] / self.weighted_n_node_samples)**2.0

              return impurity / self.n_outputs

          cdef double proxy_impurity_improvement(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:919:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
          cdef double proxy_impurity_improvement(self) nogil
                                                ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:69:42: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:945:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  proxy_impurity_right += sum_right[k] * sum_right[k]

              return (proxy_impurity_left / self.weighted_n_left +
                      proxy_impurity_right / self.weighted_n_right)

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:945:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1226:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              self.weighted_n_right = (self.weighted_n_node_samples -
                                       self.weighted_n_left)
              self.pos = new_pos
              return 0

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1226:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1233:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

              cdef SIZE_t k
              for k in range(self.n_outputs):
                  dest[k] = <double> self.node_medians[k]

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1233:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1258:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

                      impurity += fabs(y_ik - self.node_medians[k]) * w

              return impurity / (self.weighted_n_node_samples * self.n_outputs)

          cdef void children_impurity(self, double* p_impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1258:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1321:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

              diff = mean_left - mean_right
              improvement = n_left * n_right * diff^2 / (n_left + n_right)
          """

          cdef double proxy_impurity_improvement(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1321:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
          cdef double proxy_impurity_improvement(self) nogil
                                                ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:69:42: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1351:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              diff = (self.weighted_n_right * total_sum_left -
                      self.weighted_n_left * total_sum_right)

              return diff * diff / (self.weighted_n_left * self.weighted_n_right)

          cdef double impurity_improvement(self, double impurity) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1351:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
                                          ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:68:36: Previous declaration is here
      build configuration selected: optimized
      Compiling sklearn_pmml_model/tree/_tree.pyx because it changed.
      Compiling sklearn_pmml_model/tree/quad_tree.pyx because it changed.
      Compiling sklearn_pmml_model/tree/_criterion.pyx because it changed.
      Compiling sklearn_pmml_model/tree/_splitter.pyx because it changed.
      Compiling sklearn_pmml_model/tree/_utils.pyx because it changed.
      Compiling sklearn_pmml_model/ensemble/_gradient_boosting.pyx because it changed.
      [1/6] Cythonizing sklearn_pmml_model/ensemble/_gradient_boosting.pyx
      [2/6] Cythonizing sklearn_pmml_model/tree/_criterion.pyx
      Traceback (most recent call last):
        File "/usr/local/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
          main()
          ~~~~^^
        File "/usr/local/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
                                   ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
        File "/usr/local/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 118, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 332, in get_requires_for_build_wheel
          return self._get_build_requires(config_settings, requirements=[])
                 ~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 302, in _get_build_requires
          self.run_setup()
          ~~~~~~~~~~~~~~^^
        File "/tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 503, in run_setup
          super().run_setup(setup_script=setup_script)
          ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 318, in run_setup
          exec(code, locals())
          ~~~~^^^^^^^^^^^^^^^^
        File "<string>", line 165, in <module>
        File "/tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/Cython/Build/Dependencies.py", line 1154, in cythonize
          cythonize_one(*args)
          ~~~~~~~~~~~~~^^^^^^^
        File "/tmp/pip-build-env-12g_qred/overlay/lib/python3.13/site-packages/Cython/Build/Dependencies.py", line 1321, in cythonize_one
          raise CompileError(None, pyx_file)
      Cython.Compiler.Errors.CompileError: sklearn_pmml_model/tree/_criterion.pyx
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
[root@fb5a52c52787 sklearn-pmml-model]# pip3 install numpy==1.26.4
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Collecting numpy==1.26.4
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/65/6e/09db70a523a96d25e115e71cc56a6f9031e7b8cd166c1ac8438307c14058/numpy-1.26.4.tar.gz (15.8 MB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Installing backend dependencies ... done
  Preparing metadata (pyproject.toml) ... error
  error: subprocess-exited-with-error

  × Preparing metadata (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [19 lines of output]
      + /usr/local/bin/python3.13 /tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3/vendored-meson/meson/meson.py setup /tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3 /tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3/.mesonpy-l5c0leg2 -Dbuildtype=release -Db_ndebug=if-release -Db_vscrt=md --native-file=/tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3/.mesonpy-l5c0leg2/meson-python-native-file.ini
      The Meson build system
      Version: 1.2.99
      Source dir: /tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3
      Build dir: /tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3/.mesonpy-l5c0leg2
      Build type: native build
      Project name: NumPy
      Project version: 1.26.4
      C compiler for the host machine: cc (gcc 7.3.1 "cc (GCC) 7.3.1 20180303 (Red Hat 7.3.1-5)")
      C linker for the host machine: cc ld.bfd 2.28-11
      C++ compiler for the host machine: c++ (gcc 7.3.1 "c++ (GCC) 7.3.1 20180303 (Red Hat 7.3.1-5)")
      C++ linker for the host machine: c++ ld.bfd 2.28-11
      Cython compiler for the host machine: cython (cython 3.0.11)
      Host machine cpu family: x86_64
      Host machine cpu: x86_64

      ../meson.build:28:4: ERROR: Problem encountered: NumPy requires GCC >= 8.4

      A full log can be found at /tmp/pip-install-o5pqx_6_/numpy_6c98df9ba1534e688f61edc749c3bba3/.mesonpy-l5c0leg2/meson-logs/meson-log.txt
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed

I updated gcc as this(CentOS 7):

yum install centos-release-scl
yum install devtoolset-8-gcc devtoolset-8-gcc-c++
scl enable devtoolset-8 bash

And it still report error:

 pip3 install sklearn-pmml-model==1.0.7
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Collecting sklearn-pmml-model==1.0.7
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/0c/c9/0137ca1537b2943c336da08fa358cf1496b251f94c25c2ffd2acd8266523/sklearn_pmml_model-1.0.7.tar.gz (895 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... error
  error: subprocess-exited-with-error

  × Getting requirements to build wheel did not run successfully.
  │ exit code: 1
  ╰─> [775 lines of output]
      /tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /tmp/pip-install-1b2e27qu/sklearn-pmml-model_865534a1d1ea4b5794bb74fc03d4bc1a/sklearn_pmml_model/ensemble/_gradient_boosting.pyx
        tree = Parsing.p_module(s, pxd, full_module_name)
      warning: sklearn_pmml_model/tree/quad_tree.pxd:76:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:79:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:80:27: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:88:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:89:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:108:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:112:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:119:25: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:123:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:146:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:150:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:175:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:176:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:177:26: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:182:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:198:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:200:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:202:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:203:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:204:17: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:205:39: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:206:38: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:221:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:224:47: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:227:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:228:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:229:49: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:64:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:65:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:67:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:68:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:69:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_splitter.pxd:96:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_splitter.pxd:98:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_tree.pxd:36:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/ensemble/_gradient_boosting.pyx:45:53: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/ensemble/_gradient_boosting.pyx:263:27: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:64:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:65:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:67:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:68:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pxd:69:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:76:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:79:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:80:27: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:88:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/quad_tree.pxd:89:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:108:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:112:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:119:25: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:123:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:146:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:150:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:175:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:176:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:177:26: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:182:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:198:22: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:200:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:202:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:203:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:204:17: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:205:39: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:206:38: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:221:20: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:224:47: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:227:19: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:228:16: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_utils.pxd:229:49: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.
      warning: sklearn_pmml_model/tree/_criterion.pyx:116:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  New starting index position of the samples in the right child
              """

              pass

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:116:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:126:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              primary function of the criterion class.
              """

              pass

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:126:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:146:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  stored
              """

              pass

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:146:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:160:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  The memory address where the node value should be stored.
              """

              pass

          cdef double proxy_impurity_improvement(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:160:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
          cdef double proxy_impurity_improvement(self) nogil
                                                ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:69:42: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:178:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              self.children_impurity(&impurity_left, &impurity_right)

              return (- self.weighted_n_right * impurity_right
                      - self.weighted_n_left * impurity_left)

          cdef double impurity_improvement(self, double impurity) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:178:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
                                          ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:68:36: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:492:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  sum_total += self.sum_stride

              self.pos = new_pos
              return 0

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:492:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:495:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              return 0

          cdef double node_impurity(self) nogil:
              pass

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:495:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:499:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil:
              pass

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:499:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:534:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          The cross-entropy is then defined as

              cross-entropy = -\sum_{k=0}^{K-1} count_k log(count_k)
          """

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:534:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:556:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

                  sum_total += self.sum_stride

              return entropy / self.n_outputs

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:556:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:616:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

              index = \sum_{k=0}^{K-1} count_k (1 - count_k)
                    = 1 - \sum_{k=0}^{K-1} count_k ** 2
          """

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:616:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:643:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

                  sum_total += self.sum_stride

              return gini / self.n_outputs

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:643:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:883:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  sum_right[k] = sum_total[k] - sum_left[k]

              self.pos = new_pos
              return 0

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:883:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:886:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              return 0

          cdef double node_impurity(self) nogil:
              pass

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:886:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:890:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil:
              pass

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:890:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:905:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          """Mean squared error impurity criterion.

              MSE = var_left + var_right
          """

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:905:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:919:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              for k in range(self.n_outputs):
                  impurity -= (sum_total[k] / self.weighted_n_node_samples)**2.0

              return impurity / self.n_outputs

          cdef double proxy_impurity_improvement(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:919:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
          cdef double proxy_impurity_improvement(self) nogil
                                                ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:69:42: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:945:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                  proxy_impurity_right += sum_right[k] * sum_right[k]

              return (proxy_impurity_left / self.weighted_n_left +
                      proxy_impurity_right / self.weighted_n_right)

          cdef void children_impurity(self, double* impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:945:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1226:24: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              self.weighted_n_right = (self.weighted_n_node_samples -
                                       self.weighted_n_left)
              self.pos = new_pos
              return 0

          cdef void node_value(self, double* dest) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1226:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
                              ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:67:24: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1233:29: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

              cdef SIZE_t k
              for k in range(self.n_outputs):
                  dest[k] = <double> self.node_medians[k]

          cdef double node_impurity(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1233:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        double weighted_n_samples, SIZE_t* samples, SIZE_t start,
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
                                   ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:64:29: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1258:31: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

                      impurity += fabs(y_ik - self.node_medians[k]) * w

              return impurity / (self.weighted_n_node_samples * self.n_outputs)

          cdef void children_impurity(self, double* p_impurity_left,
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1258:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
                        SIZE_t end) except -1 nogil
          cdef int reset(self) except -1 nogil
          cdef int reverse_reset(self) except -1 nogil
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                     ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:65:31: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1321:42: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...

              diff = mean_left - mean_right
              improvement = n_left * n_right * diff^2 / (n_left + n_right)
          """

          cdef double proxy_impurity_improvement(self) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1321:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
          cdef double proxy_impurity_improvement(self) nogil
                                                ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:69:42: Previous declaration is here
      warning: sklearn_pmml_model/tree/_criterion.pyx:1351:36: Implicit noexcept declaration is deprecated. Function declaration should contain 'noexcept' keyword.

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
              diff = (self.weighted_n_right * total_sum_left -
                      self.weighted_n_left * total_sum_right)

              return diff * diff / (self.weighted_n_left * self.weighted_n_right)

          cdef double impurity_improvement(self, double impurity) nogil:
               ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pyx:1351:9: Signature not compatible with previous declaration

      Error compiling Cython file:
      ------------------------------------------------------------
      ...
          cdef int update(self, SIZE_t new_pos) except -1 nogil
          cdef double node_impurity(self) nogil
          cdef void children_impurity(self, double* impurity_left,
                                      double* impurity_right) nogil
          cdef void node_value(self, double* dest) nogil
          cdef double impurity_improvement(self, double impurity) nogil
                                          ^
      ------------------------------------------------------------

      sklearn_pmml_model/tree/_criterion.pxd:68:36: Previous declaration is here
      build configuration selected: optimized
      Compiling sklearn_pmml_model/tree/_tree.pyx because it changed.
      Compiling sklearn_pmml_model/tree/quad_tree.pyx because it changed.
      Compiling sklearn_pmml_model/tree/_criterion.pyx because it changed.
      Compiling sklearn_pmml_model/tree/_splitter.pyx because it changed.
      Compiling sklearn_pmml_model/tree/_utils.pyx because it changed.
      Compiling sklearn_pmml_model/ensemble/_gradient_boosting.pyx because it changed.
      [1/6] Cythonizing sklearn_pmml_model/ensemble/_gradient_boosting.pyx
      [2/6] Cythonizing sklearn_pmml_model/tree/_criterion.pyx
      Traceback (most recent call last):
        File "/usr/local/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in <module>
          main()
          ~~~~^^
        File "/usr/local/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
          json_out['return_val'] = hook(**hook_input['kwargs'])
                                   ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
        File "/usr/local/lib/python3.13/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 118, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 332, in get_requires_for_build_wheel
          return self._get_build_requires(config_settings, requirements=[])
                 ~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 302, in _get_build_requires
          self.run_setup()
          ~~~~~~~~~~~~~~^^
        File "/tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 516, in run_setup
          super().run_setup(setup_script=setup_script)
          ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^
        File "/tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/setuptools/build_meta.py", line 318, in run_setup
          exec(code, locals())
          ~~~~^^^^^^^^^^^^^^^^
        File "<string>", line 165, in <module>
        File "/tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/Cython/Build/Dependencies.py", line 1154, in cythonize
          cythonize_one(*args)
          ~~~~~~~~~~~~~^^^^^^^
        File "/tmp/pip-build-env-h5nhhj_8/overlay/lib/python3.13/site-packages/Cython/Build/Dependencies.py", line 1321, in cythonize_one
          raise CompileError(None, pyx_file)
      Cython.Compiler.Errors.CompileError: sklearn_pmml_model/tree/_criterion.pyx
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
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