python
diff --git a/Include/cpython/code.h b/Include/cpython/code.h
@@ -132,6 +132,7 @@ typedef struct {
     _PyCoCached *_co_cached;      /* cached co_* attributes */                 \
     uintptr_t _co_instrumentation_version; /* current instrumentation version */ \
     _PyCoMonitoringData *_co_monitoring; /* Monitoring data */                 \
+    Py_ssize_t _co_unique_id;     /* ID used for per-thread refcounting */   \
     int _co_firsttraceable;       /* index of first traceable instruction */   \
     /* Scratch space for extra data relating to the code object.               \
        Type is a void* to keep the format private in codeobject.c to force     \

diff --git a/Include/cpython/object.h b/Include/cpython/object.h
@@ -272,7 +272,7 @@ typedef struct _heaptypeobject {
     void *ht_token;  // Storage for the "Py_tp_token" slot
     struct _specialization_cache _spec_cache; // For use by the specializer.
 #ifdef Py_GIL_DISABLED
-    Py_ssize_t unique_id;  // ID used for thread-local refcounting
+    Py_ssize_t unique_id;  // ID used for per-thread refcounting
 #endif
     /* here are optional user slots, followed by the members. */
 } PyHeapTypeObject;

diff --git a/Include/internal/pycore_object.h b/Include/internal/pycore_object.h
@@ -14,7 +14,7 @@ extern "C" {
 #include "pycore_interp.h"        // PyInterpreterState.gc
 #include "pycore_pyatomic_ft_wrappers.h"  // FT_ATOMIC_STORE_PTR_RELAXED
 #include "pycore_pystate.h"       // _PyInterpreterState_GET()
-#include "pycore_uniqueid.h"      // _PyType_IncrefSlow
+#include "pycore_uniqueid.h"      // _PyObject_ThreadIncrefSlow()
 
 
 #define _Py_IMMORTAL_REFCNT_LOOSE ((_Py_IMMORTAL_REFCNT >> 1) + 1)
@@ -311,7 +311,31 @@ extern bool _PyRefchain_IsTraced(PyInterpreterState *interp, PyObject *obj);
 #ifndef Py_GIL_DISABLED
 #  define _Py_INCREF_TYPE Py_INCREF
 #  define _Py_DECREF_TYPE Py_DECREF
+#  define _Py_INCREF_CODE Py_INCREF
+#  define _Py_DECREF_CODE Py_DECREF
 #else
+static inline void
+_Py_THREAD_INCREF_OBJECT(PyObject *obj, Py_ssize_t unique_id)
+{
+    _PyThreadStateImpl *tstate = (_PyThreadStateImpl *)_PyThreadState_GET();
+
+    // Unsigned comparison so that `unique_id=-1`, which indicates that
+    // per-thread refcounting has been disabled on this object, is handled by
+    // the "else".
+    if ((size_t)unique_id < (size_t)tstate->refcounts.size) {
+#  ifdef Py_REF_DEBUG
+        _Py_INCREF_IncRefTotal();
+#  endif
+        _Py_INCREF_STAT_INC();
+        tstate->refcounts.values[unique_id]++;
+    }
+    else {
+        // The slow path resizes the per-thread refcount array if necessary.
+        // It handles the unique_id=-1 case to keep the inlinable function smaller.
+        _PyObject_ThreadIncrefSlow(obj, unique_id);
+    }
+}
+
 static inline void
 _Py_INCREF_TYPE(PyTypeObject *type)
 {
@@ -328,29 +352,38 @@ _Py_INCREF_TYPE(PyTypeObject *type)
 #  pragma GCC diagnostic push
 #  pragma GCC diagnostic ignored "-Warray-bounds"
 #endif
+    _Py_THREAD_INCREF_OBJECT((PyObject *)type, ((PyHeapTypeObject *)type)->unique_id);
+#if defined(__GNUC__) && __GNUC__ >= 11
+#  pragma GCC diagnostic pop
+#endif
+}
+
+static inline void
+_Py_INCREF_CODE(PyCodeObject *co)
+{
+    _Py_THREAD_INCREF_OBJECT((PyObject *)co, co->_co_unique_id);
+}
 
+static inline void
+_Py_THREAD_DECREF_OBJECT(PyObject *obj, Py_ssize_t unique_id)
+{
     _PyThreadStateImpl *tstate = (_PyThreadStateImpl *)_PyThreadState_GET();
-    PyHeapTypeObject *ht = (PyHeapTypeObject *)type;
 
     // Unsigned comparison so that `unique_id=-1`, which indicates that
-    // per-thread refcounting has been disabled on this type, is handled by
+    // per-thread refcounting has been disabled on this object, is handled by
     // the "else".
-    if ((size_t)ht->unique_id < (size_t)tstate->refcounts.size) {
+    if ((size_t)unique_id < (size_t)tstate->refcounts.size) {
 #  ifdef Py_REF_DEBUG
-        _Py_INCREF_IncRefTotal();
+        _Py_DECREF_DecRefTotal();
 #  endif
-        _Py_INCREF_STAT_INC();
-        tstate->refcounts.values[ht->unique_id]++;
+        _Py_DECREF_STAT_INC();
+        tstate->refcounts.values[unique_id]--;
     }
     else {
-        // The slow path resizes the thread-local refcount array if necessary.
-        // It handles the unique_id=-1 case to keep the inlinable function smaller.
-        _PyType_IncrefSlow(ht);
+        // Directly decref the object if the id is not assigned or if
+        // per-thread refcounting has been disabled on this object.
+        Py_DECREF(obj);
     }
-
-#if defined(__GNUC__) && __GNUC__ >= 11
-#  pragma GCC diagnostic pop
-#endif
 }
 
 static inline void
@@ -361,25 +394,14 @@ _Py_DECREF_TYPE(PyTypeObject *type)
         _Py_DECREF_IMMORTAL_STAT_INC();
         return;
     }
-
-    _PyThreadStateImpl *tstate = (_PyThreadStateImpl *)_PyThreadState_GET();
     PyHeapTypeObject *ht = (PyHeapTypeObject *)type;
+    _Py_THREAD_DECREF_OBJECT((PyObject *)type, ht->unique_id);
+}
 
-    // Unsigned comparison so that `unique_id=-1`, which indicates that
-    // per-thread refcounting has been disabled on this type, is handled by
-    // the "else".
-    if ((size_t)ht->unique_id < (size_t)tstate->refcounts.size) {
-#  ifdef Py_REF_DEBUG
-        _Py_DECREF_DecRefTotal();
-#  endif
-        _Py_DECREF_STAT_INC();
-        tstate->refcounts.values[ht->unique_id]--;
-    }
-    else {
-        // Directly decref the type if the type id is not assigned or if
-        // per-thread refcounting has been disabled on this type.
-        Py_DECREF(type);
-    }
+static inline void
+_Py_DECREF_CODE(PyCodeObject *co)
+{
+    _Py_THREAD_DECREF_OBJECT((PyObject *)co, co->_co_unique_id);
 }
 #endif
 

diff --git a/Include/internal/pycore_uniqueid.h b/Include/internal/pycore_uniqueid.h
@@ -49,7 +49,7 @@ struct _Py_unique_id_pool {
 extern Py_ssize_t _PyObject_AssignUniqueId(PyObject *obj);
 
 // Releases the allocated id back to the pool.
-extern void _PyObject_ReleaseUniqueId(Py_ssize_t unique_id);
+extern void _PyObject_DisablePerThreadRefcounting(PyObject *obj);
 
 // Merges the per-thread reference counts into the corresponding objects.
 extern void _PyObject_MergePerThreadRefcounts(_PyThreadStateImpl *tstate);
@@ -61,8 +61,8 @@ extern void _PyObject_FinalizePerThreadRefcounts(_PyThreadStateImpl *tstate);
 // Frees the interpreter's pool of type ids.
 extern void _PyObject_FinalizeUniqueIdPool(PyInterpreterState *interp);
 
-// Increfs the type, resizing the per-thread refcount array if necessary.
-PyAPI_FUNC(void) _PyType_IncrefSlow(PyHeapTypeObject *type);
+// Increfs the object, resizing the thread-local refcount array if necessary.
+PyAPI_FUNC(void) _PyObject_ThreadIncrefSlow(PyObject *obj, Py_ssize_t unique_id);
 
 #endif   /* Py_GIL_DISABLED */
 

@@ -14,6 +14,7 @@
 #include "pycore_pystate.h"       // _PyInterpreterState_GET()
 #include "pycore_setobject.h"     // _PySet_NextEntry()
 #include "pycore_tuple.h"         // _PyTuple_ITEMS()
+#include "pycore_uniqueid.h"      // _PyObject_AssignUniqueId()
 #include "clinic/codeobject.c.h"
 
 static const char *
@@ -676,7 +677,7 @@ _PyCode_New(struct _PyCodeConstructor *con)
     }
     init_code(co, con);
 #ifdef Py_GIL_DISABLED
-    _PyObject_SetDeferredRefcount((PyObject *)co);
+    co->_co_unique_id = _PyObject_AssignUniqueId((PyObject *)co);
     _PyObject_GC_TRACK(co);
 #endif
     Py_XDECREF(replacement_locations);
@@ -1864,6 +1865,9 @@ code_dealloc(PyCodeObject *co)
     Py_XDECREF(co->co_qualname);
     Py_XDECREF(co->co_linetable);
     Py_XDECREF(co->co_exceptiontable);
+#ifdef Py_GIL_DISABLED
+    assert(co->_co_unique_id == -1);
+#endif
     if (co->_co_cached != NULL) {
         Py_XDECREF(co->_co_cached->_co_code);
         Py_XDECREF(co->_co_cached->_co_cellvars);

diff --git a/Objects/funcobject.c b/Objects/funcobject.c
@@ -116,7 +116,8 @@ _PyFunction_FromConstructor(PyFrameConstructor *constr)
     op->func_builtins = Py_NewRef(constr->fc_builtins);
     op->func_name = Py_NewRef(constr->fc_name);
     op->func_qualname = Py_NewRef(constr->fc_qualname);
-    op->func_code = Py_NewRef(constr->fc_code);
+    _Py_INCREF_CODE((PyCodeObject *)constr->fc_code);
+    op->func_code = constr->fc_code;
     op->func_defaults = Py_XNewRef(constr->fc_defaults);
     op->func_kwdefaults = Py_XNewRef(constr->fc_kwdefaults);
     op->func_closure = Py_XNewRef(constr->fc_closure);
@@ -146,7 +147,8 @@ PyFunction_NewWithQualName(PyObject *code, PyObject *globals, PyObject *qualname
 
     PyThreadState *tstate = _PyThreadState_GET();
 
-    PyCodeObject *code_obj = (PyCodeObject *)Py_NewRef(code);
+    PyCodeObject *code_obj = (PyCodeObject *)code;
+    _Py_INCREF_CODE(code_obj);
 
     assert(code_obj->co_name != NULL);
     PyObject *name = Py_NewRef(code_obj->co_name);
@@ -1094,7 +1096,7 @@ func_dealloc(PyObject *self)
     }
     (void)func_clear((PyObject*)op);
     // These aren't cleared by func_clear().
-    Py_DECREF(op->func_code);
+    _Py_DECREF_CODE((PyCodeObject *)op->func_code);
     Py_DECREF(op->func_name);
     Py_DECREF(op->func_qualname);
     PyObject_GC_Del(op);

@@ -5025,7 +5025,7 @@ PyType_FromMetaclass(
     type->tp_dictoffset = dictoffset;
 
 #ifdef Py_GIL_DISABLED
-    // Assign a type id to enable thread-local refcounting
+    // Assign a unique id to enable per-thread refcounting
     res->unique_id = _PyObject_AssignUniqueId((PyObject *)res);
 #endif
 
@@ -6080,7 +6080,7 @@ type_dealloc(PyObject *self)
     Py_XDECREF(et->ht_module);
     PyMem_Free(et->_ht_tpname);
 #ifdef Py_GIL_DISABLED
-    _PyObject_ReleaseUniqueId(et->unique_id);
+    assert(et->unique_id == -1);
 #endif
     et->ht_token = NULL;
     Py_TYPE(type)->tp_free((PyObject *)type);

diff --git a/Python/gc_free_threading.c b/Python/gc_free_threading.c
@@ -15,7 +15,7 @@
 #include "pycore_tstate.h"        // _PyThreadStateImpl
 #include "pycore_weakref.h"       // _PyWeakref_ClearRef()
 #include "pydtrace.h"
-#include "pycore_uniqueid.h"      // _PyType_MergeThreadLocalRefcounts
+#include "pycore_uniqueid.h"      // _PyObject_MergeThreadLocalRefcounts()
 
 #ifdef Py_GIL_DISABLED
 
@@ -215,15 +215,10 @@ disable_deferred_refcounting(PyObject *op)
         op->ob_gc_bits &= ~_PyGC_BITS_DEFERRED;
         op->ob_ref_shared -= _Py_REF_SHARED(_Py_REF_DEFERRED, 0);
         merge_refcount(op, 0);
-    }
 
-    // Heap types also use per-thread refcounting -- disable it here.
-    if (PyType_Check(op)) {
-        if (PyType_HasFeature((PyTypeObject *)op, Py_TPFLAGS_HEAPTYPE)) {
-            PyHeapTypeObject *ht = (PyHeapTypeObject *)op;
-            _PyObject_ReleaseUniqueId(ht->unique_id);
-            ht->unique_id = -1;
-        }
+        // Heap types and code objects also use per-thread refcounting, which
+        // should also be disabled when we turn off deferred refcounting.
+        _PyObject_DisablePerThreadRefcounting(op);
     }
 
     // Generators and frame objects may contain deferred references to other

@@ -28,7 +28,7 @@
 #include "pycore_sliceobject.h"   // _PySlice_Fini()
 #include "pycore_sysmodule.h"     // _PySys_ClearAuditHooks()
 #include "pycore_traceback.h"     // _Py_DumpTracebackThreads()
-#include "pycore_uniqueid.h"      // _PyType_FinalizeIdPool()
+#include "pycore_uniqueid.h"      // _PyObject_FinalizeUniqueIdPool()
 #include "pycore_typeobject.h"    // _PyTypes_InitTypes()
 #include "pycore_typevarobject.h" // _Py_clear_generic_types()
 #include "pycore_unicodeobject.h" // _PyUnicode_InitTypes()

@@ -20,7 +20,7 @@
 #include "pycore_runtime_init.h"  // _PyRuntimeState_INIT
 #include "pycore_sysmodule.h"     // _PySys_Audit()
 #include "pycore_obmalloc.h"      // _PyMem_obmalloc_state_on_heap()
-#include "pycore_uniqueid.h"      // _PyType_FinalizeThreadLocalRefcounts()
+#include "pycore_uniqueid.h"      // _PyObject_FinalizePerThreadRefcounts()
 
 /* --------------------------------------------------------------------------
 CAUTION

diff --git a/Python/uniqueid.c b/Python/uniqueid.c
@@ -98,36 +98,60 @@ _PyObject_AssignUniqueId(PyObject *obj)
     return unique_id;
 }
 
-void
-_PyObject_ReleaseUniqueId(Py_ssize_t unique_id)
+static void
+release_unique_id(Py_ssize_t unique_id)
 {
     PyInterpreterState *interp = _PyInterpreterState_GET();
     struct _Py_unique_id_pool *pool = &interp->unique_ids;
 
-    if (unique_id < 0) {
-        // The id is not assigned
-        return;
-    }
-
     LOCK_POOL(pool);
+    assert(unique_id >= 0 && unique_id < pool->size);
     _Py_unique_id_entry *entry = &pool->table[unique_id];
     entry->next = pool->freelist;
     pool->freelist = entry;
     UNLOCK_POOL(pool);
 }
 
+static Py_ssize_t
+clear_unique_id(PyObject *obj)
+{
+    Py_ssize_t id = -1;
+    if (PyType_Check(obj)) {
+        if (PyType_HasFeature((PyTypeObject *)obj, Py_TPFLAGS_HEAPTYPE)) {
+            PyHeapTypeObject *ht = (PyHeapTypeObject *)obj;
+            id = ht->unique_id;
+            ht->unique_id = -1;
+        }
+    }
+    else if (PyCode_Check(obj)) {
+        PyCodeObject *co = (PyCodeObject *)obj;
+        id = co->_co_unique_id;
+        co->_co_unique_id = -1;
+    }
+    return id;
+}
+
+void
+_PyObject_DisablePerThreadRefcounting(PyObject *obj)
+{
+    Py_ssize_t id = clear_unique_id(obj);
+    if (id >= 0) {
+        release_unique_id(id);
+    }
+}
+
 void
-_PyType_IncrefSlow(PyHeapTypeObject *type)
+_PyObject_ThreadIncrefSlow(PyObject *obj, Py_ssize_t unique_id)
 {
     _PyThreadStateImpl *tstate = (_PyThreadStateImpl *)_PyThreadState_GET();
-    if (type->unique_id < 0 || resize_local_refcounts(tstate) < 0) {
-        // just incref the type directly.
-        Py_INCREF(type);
+    if (unique_id < 0 || resize_local_refcounts(tstate) < 0) {
+        // just incref the object directly.
+        Py_INCREF(obj);
         return;
     }
 
-    assert(type->unique_id < tstate->refcounts.size);
-    tstate->refcounts.values[type->unique_id]++;
+    assert(unique_id < tstate->refcounts.size);
+    tstate->refcounts.values[unique_id]++;
 #ifdef Py_REF_DEBUG
     _Py_IncRefTotal((PyThreadState *)tstate);
 #endif
@@ -179,20 +203,15 @@ _PyObject_FinalizeUniqueIdPool(PyInterpreterState *interp)
         pool->freelist = next;
     }
 
-    // Now everything non-NULL is a type. Set the type's id to -1 in case it
-    // outlives the interpreter.
+    // Now everything non-NULL is a object. Clear their unique ids as the
+    // object outlives the interpreter.
     for (Py_ssize_t i = 0; i < pool->size; i++) {
         PyObject *obj = pool->table[i].obj;
         pool->table[i].obj = NULL;
-        if (obj == NULL) {
-            continue;
-        }
-        if (PyType_Check(obj)) {
-            assert(PyType_HasFeature((PyTypeObject *)obj, Py_TPFLAGS_HEAPTYPE));
-            ((PyHeapTypeObject *)obj)->unique_id = -1;
-        }
-        else {
-            Py_UNREACHABLE();
+        if (obj != NULL) {
+            Py_ssize_t id = clear_unique_id(obj);
+            (void)id;
+            assert(id == i);
         }
     }
     PyMem_Free(pool->table);