[Backport release-1.5] [python] update to numba 0.58

apis/python/setup.py

@@ -271,21 +271,13 @@ def run(self):
         "anndata < 0.9; python_version<'3.8'",
         "anndata; python_version>='3.8'",
         "attrs>=22.2",
-        # Pinning numba & its particular numpy constraints:
-        # The old pip solver (<=2020) doesn't deal with the transitive
-        # requirements (scanpy -> numba -> numpy) properly resulting in broken
-        # installation of incompatible numpy>=1.24. Issue #1051
-        # These pins can be removed either when there's a new numba release
-        # with less-particular numpy version constraints, or if we decide we no
-        # longer need to support the old pip solver (default on ubuntu 20.04).
-        #
-        # Also: numba doesn't support Python 3.11 until 0.57.0rc1.
-        # It' not preferable to pin to an RC dependency, so we only do this
-        # when we must, which is for 3.11.
-        "numba==0.56.4; python_version<'3.11'",
-        "numba==0.57; python_version=='3.11'",
-        "numpy>=1.18,<1.24; python_version<'3.11'",
-        "numpy>=1.18,<1.25; python_version=='3.11'",
+        "numba~=0.58.0; python_version>='3.8'",
+        # Older numba version needed for Python3.7.
+        # This older numba version was also incompatble with newer numpy
+        # versions, and the old pip solver (<=2020) needed us to explicate
+        # that constraint here (issue #1051).
+        "numba==0.56.4; python_version<'3.8'",
+        "numpy>=1.18,<1.24; python_version<'3.8'",
         "pandas",
         "pyarrow>=9.0.0",
         "scanpy>=1.9.2",