Reintroduce cache filter for large global arrays

Author: ricardoV94

pytensor/link/numba/dispatch/basic.py

@@ -5,7 +5,7 @@
 
 import numba
 import numpy as np
-from numba import NumbaPerformanceWarning
+from numba import NumbaPerformanceWarning, NumbaWarning
 from numba import njit as _njit
 from numba.cpython.unsafe.tuple import tuple_setitem  # noqa: F401
 
@@ -33,6 +33,18 @@
     category=NumbaPerformanceWarning,
 )
 
+# Suppress large global arrays cache warning for internal functions
+# We have to add an ansi escape code for optional bold text by numba
+warnings.filterwarnings(
+    "ignore",
+    message=(
+        "(\x1b\\[1m)*"  # ansi escape code for bold text
+        'Cannot cache compiled function "numba_funcified_fgraph" '
+        "as it uses dynamic globals"
+    ),
+    category=NumbaWarning,
+)
+
 
 def numba_njit(
     *args, fastmath=None, final_function: bool = False, **kwargs