python · markshannon · May 27, 2022 · May 26, 2022 · May 26, 2022 · May 26, 2022
diff --git a/Include/internal/pycore_call.h b/Include/internal/pycore_call.h
@@ -103,6 +103,7 @@ _PyObject_CallNoArgsTstate(PyThreadState *tstate, PyObject *func) {
 // Private static inline function variant of public PyObject_CallNoArgs()
 static inline PyObject *
 _PyObject_CallNoArgs(PyObject *func) {
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, func);
     PyThreadState *tstate = _PyThreadState_GET();
     return _PyObject_VectorcallTstate(tstate, func, NULL, 0, NULL);
 }
@@ -111,6 +112,7 @@ _PyObject_CallNoArgs(PyObject *func) {
 static inline PyObject *
 _PyObject_FastCallTstate(PyThreadState *tstate, PyObject *func, PyObject *const *args, Py_ssize_t nargs)
 {
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, func);
     return _PyObject_VectorcallTstate(tstate, func, args, (size_t)nargs, NULL);
 }
 

diff --git a/Include/internal/pycore_ceval.h b/Include/internal/pycore_ceval.h
@@ -68,6 +68,7 @@ extern PyObject* _PyEval_BuiltinsFromGlobals(
 static inline PyObject*
 _PyEval_EvalFrame(PyThreadState *tstate, struct _PyInterpreterFrame *frame, int throwflag)
 {
+    EVAL_CALL_STAT_INC(EVAL_CALL_TOTAL);
     if (tstate->interp->eval_frame == NULL) {
         return _PyEval_EvalFrameDefault(tstate, frame, throwflag);
     }

diff --git a/Include/internal/pycore_code.h b/Include/internal/pycore_code.h
@@ -265,6 +265,9 @@ extern int _PyStaticCode_InternStrings(PyCodeObject *co);
 #define OBJECT_STAT_INC(name) _py_stats.object_stats.name++
 #define OBJECT_STAT_INC_COND(name, cond) \
     do { if (cond) _py_stats.object_stats.name++; } while (0)
+#define EVAL_CALL_STAT_INC(name) _py_stats.call_stats.eval_calls[name]++
+#define EVAL_CALL_STAT_INC_IF_FUNCTION(name, callable) \
+    do { if (PyFunction_Check(callable)) _py_stats.call_stats.eval_calls[name]++; } while (0)
 
 // Used by the _opcode extension which is built as a shared library
 PyAPI_FUNC(PyObject*) _Py_GetSpecializationStats(void);
@@ -276,6 +279,8 @@ PyAPI_FUNC(PyObject*) _Py_GetSpecializationStats(void);
 #define CALL_STAT_INC(name) ((void)0)
 #define OBJECT_STAT_INC(name) ((void)0)
 #define OBJECT_STAT_INC_COND(name, cond) ((void)0)
+#define EVAL_CALL_STAT_INC(name) ((void)0)
+#define EVAL_CALL_STAT_INC_IF_FUNCTION(name, callable) ((void)0)
 #endif  // !Py_STATS
 
 // Cache values are only valid in memory, so use native endianness.

diff --git a/Include/pystats.h b/Include/pystats.h
@@ -10,6 +10,20 @@ extern "C" {
 
 #define SPECIALIZATION_FAILURE_KINDS 32
 
+/* Stats for determining who is calling PyEval_EvalFrame */
+#define EVAL_CALL_TOTAL 0
+#define EVAL_CALL_VECTOR 1
+#define EVAL_CALL_GENERATOR 2
+#define EVAL_CALL_LEGACY 3
+#define EVAL_CALL_FUNCTION_VECTORCALL 4
+#define EVAL_CALL_BUILD_CLASS 5
+#define EVAL_CALL_SLOT 6
+#define EVAL_CALL_FUNCTION_EX 7
+#define EVAL_CALL_API 8
+#define EVAL_CALL_METHOD 9
+
+#define EVAL_CALL_KINDS 10
+
 typedef struct _specialization_stats {
     uint64_t success;
     uint64_t failure;
@@ -31,6 +45,7 @@ typedef struct _call_stats {
     uint64_t pyeval_calls;
     uint64_t frames_pushed;
     uint64_t frame_objects_created;
+    uint64_t eval_calls[EVAL_CALL_KINDS];
 } CallStats;
 
 typedef struct _object_stats {

@@ -384,7 +384,7 @@ call_soon(PyObject *loop, PyObject *func, PyObject *arg, PyObject *ctx)
             nargs++;
         }
         stack[nargs] = (PyObject *)ctx;
-
+        EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, callable);
         handle = PyObject_Vectorcall(callable, stack, nargs, context_kwname);
         Py_DECREF(callable);
     }
@@ -2954,6 +2954,7 @@ task_step_impl(TaskObj *task, PyObject *exc)
         PyObject *stack[2];
         stack[0] = wrapper;
         stack[1] = (PyObject *)task->task_context;
+        EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, add_cb);
         tmp = PyObject_Vectorcall(add_cb, stack, 1, context_kwname);
         Py_DECREF(add_cb);
         Py_DECREF(wrapper);

@@ -109,7 +109,9 @@ _Py_CheckSlotResult(PyObject *obj, const char *slot_name, int success)
 PyObject *
 PyObject_CallNoArgs(PyObject *func)
 {
-    return _PyObject_CallNoArgs(func);
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, func);
+    PyThreadState *tstate = _PyThreadState_GET();
+    return _PyObject_VectorcallTstate(tstate, func, NULL, 0, NULL);
 }
 
 
@@ -322,7 +324,7 @@ _PyObject_Call(PyThreadState *tstate, PyObject *callable,
     assert(!_PyErr_Occurred(tstate));
     assert(PyTuple_Check(args));
     assert(kwargs == NULL || PyDict_Check(kwargs));
-
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, callable);
     vectorcallfunc vector_func = _PyVectorcall_Function(callable);
     if (vector_func != NULL) {
         return _PyVectorcall_Call(tstate, vector_func, callable, args, kwargs);
@@ -367,6 +369,7 @@ PyCFunction_Call(PyObject *callable, PyObject *args, PyObject *kwargs)
 PyObject *
 PyObject_CallOneArg(PyObject *func, PyObject *arg)
 {
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, func);
     assert(arg != NULL);
     PyObject *_args[2];
     PyObject **args = _args + 1;  // For PY_VECTORCALL_ARGUMENTS_OFFSET
@@ -389,6 +392,7 @@ _PyFunction_Vectorcall(PyObject *func, PyObject* const* stack,
     assert(nargs >= 0);
     PyThreadState *tstate = _PyThreadState_GET();
     assert(nargs == 0 || stack != NULL);
+    EVAL_CALL_STAT_INC(EVAL_CALL_FUNCTION_VECTORCALL);
     if (((PyCodeObject *)f->func_code)->co_flags & CO_OPTIMIZED) {
         return _PyEval_Vector(tstate, f, NULL, stack, nargs, kwnames);
     }
@@ -520,7 +524,7 @@ _PyObject_CallFunctionVa(PyThreadState *tstate, PyObject *callable,
     if (stack == NULL) {
         return NULL;
     }
-
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, callable);
     if (nargs == 1 && PyTuple_Check(stack[0])) {
         /* Special cases for backward compatibility:
            - PyObject_CallFunction(func, "O", tuple) calls func(*tuple)
@@ -815,6 +819,11 @@ object_vacall(PyThreadState *tstate, PyObject *base,
         stack[i] = va_arg(vargs, PyObject *);
     }
 
+#ifdef Py_STATS
+    if (PyFunction_Check(callable)) {
+        EVAL_CALL_STAT_INC(EVAL_CALL_API);
+    }
+#endif
     /* Call the function */
     result = _PyObject_VectorcallTstate(tstate, callable, stack, nargs, NULL);
 
@@ -852,6 +861,7 @@ PyObject_VectorcallMethod(PyObject *name, PyObject *const *args,
         args++;
         nargsf--;
     }
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_METHOD, callable);
     PyObject *result = _PyObject_VectorcallTstate(tstate, callable,
                                                   args, nargsf, kwnames);
     Py_DECREF(callable);

diff --git a/Objects/descrobject.c b/Objects/descrobject.c
@@ -1677,6 +1677,7 @@ property_descr_set(PyObject *self, PyObject *obj, PyObject *value)
         res = PyObject_CallOneArg(func, obj);
     }
     else {
+        EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_API, func);
         PyObject *args[] = { obj, value };
         res = PyObject_Vectorcall(func, args, 2, NULL);
     }

@@ -13,6 +13,7 @@
 #include "pycore_pystate.h"       // _PyThreadState_GET()
 #include "structmember.h"         // PyMemberDef
 #include "opcode.h"               // SEND
+#include "pystats.h"
 
 static PyObject *gen_close(PyGenObject *, PyObject *);
 static PyObject *async_gen_asend_new(PyAsyncGenObject *, PyObject *);
@@ -218,6 +219,7 @@ gen_send_ex2(PyGenObject *gen, PyObject *arg, PyObject **presult,
     }
 
     gen->gi_frame_state = FRAME_EXECUTING;
+    EVAL_CALL_STAT_INC(EVAL_CALL_GENERATOR);
     result = _PyEval_EvalFrame(tstate, frame, exc);
     if (gen->gi_frame_state == FRAME_EXECUTING) {
         gen->gi_frame_state = FRAME_COMPLETED;

@@ -1653,6 +1653,7 @@ vectorcall_unbound(PyThreadState *tstate, int unbound, PyObject *func,
         args++;
         nargsf = nargsf - 1 + PY_VECTORCALL_ARGUMENTS_OFFSET;
     }
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_SLOT, func);
     return _PyObject_VectorcallTstate(tstate, func, args, nargsf, NULL);
 }
 

@@ -198,6 +198,7 @@ builtin___build_class__(PyObject *self, PyObject *const *args, Py_ssize_t nargs,
         goto error;
     }
     PyThreadState *tstate = _PyThreadState_GET();
+    EVAL_CALL_STAT_INC(EVAL_CALL_BUILD_CLASS);
     cell = _PyEval_Vector(tstate, (PyFunctionObject *)func, ns, NULL, 0, NULL);
     if (cell != NULL) {
         if (bases != orig_bases) {

@@ -1207,6 +1207,7 @@ PyEval_EvalCode(PyObject *co, PyObject *globals, PyObject *locals)
     if (func == NULL) {
         return NULL;
     }
+    EVAL_CALL_STAT_INC(EVAL_CALL_LEGACY);
     PyObject *res = _PyEval_Vector(tstate, func, locals, NULL, 0, NULL);
     Py_DECREF(func);
     return res;
@@ -6432,6 +6433,7 @@ _PyEval_Vector(PyThreadState *tstate, PyFunctionObject *func,
     if (frame == NULL) {
         return NULL;
     }
+    EVAL_CALL_STAT_INC(EVAL_CALL_VECTOR);
     PyObject *retval = _PyEval_EvalFrame(tstate, frame, 0);
     assert(
         _PyFrame_GetStackPointer(frame) == _PyFrame_Stackbase(frame) ||
@@ -6507,6 +6509,7 @@ PyEval_EvalCodeEx(PyObject *_co, PyObject *globals, PyObject *locals,
     if (func == NULL) {
         goto fail;
     }
+    EVAL_CALL_STAT_INC(EVAL_CALL_LEGACY);
     res = _PyEval_Vector(tstate, func, locals,
                          allargs, argcount,
                          kwnames);
@@ -7299,7 +7302,6 @@ do_call_core(PyThreadState *tstate,
             )
 {
     PyObject *result;
-
     if (PyCFunction_CheckExact(func) || PyCMethod_CheckExact(func)) {
         C_TRACE(result, PyObject_Call(func, callargs, kwdict));
         return result;
@@ -7329,6 +7331,7 @@ do_call_core(PyThreadState *tstate,
             return result;
         }
     }
+    EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_FUNCTION_EX, func);
     return PyObject_Call(func, callargs, kwdict);
 }
 

diff --git a/Python/specialize.c b/Python/specialize.c
@@ -176,6 +176,9 @@ print_call_stats(FILE *out, CallStats *stats)
     fprintf(out, "Calls to Python functions inlined: %" PRIu64 "\n", stats->inlined_py_calls);
     fprintf(out, "Frames pushed: %" PRIu64 "\n", stats->frames_pushed);
     fprintf(out, "Frame objects created: %" PRIu64 "\n", stats->frame_objects_created);
+    for (int i = 0; i < EVAL_CALL_KINDS; i++) {
+        fprintf(out, "Calls via PyEval_EvalFrame[%d] : %" PRIu64 "\n", i, stats->eval_calls[i]);
+    }
 }
 
 static void
@@ -904,7 +907,7 @@ typedef enum {
     MANAGED_DICT = 2,
     OFFSET_DICT = 3,
     NO_DICT = 4,
-    LAZY_DICT = 5,    
+    LAZY_DICT = 5,
 } ObjectDictKind;
 
 // Please collect stats carefully before and after modifying. A subtle change

diff --git a/Tools/scripts/summarize_stats.py b/Tools/scripts/summarize_stats.py
@@ -108,13 +108,14 @@ def extract_opcode_stats(stats):
         opcode_stats[int(n)][rest.strip(".")] = value
     return opcode_stats
 
-def parse_kinds(spec_src):
+def parse_kinds(spec_src, prefix="SPEC_FAIL"):
     defines = collections.defaultdict(list)
+    start = "#define " + prefix + "_"
     for line in spec_src:
         line = line.strip()
-        if not line.startswith("#define SPEC_FAIL_"):
+        if not line.startswith(start):
             continue
-        line = line[len("#define SPEC_FAIL_"):]
+        line = line[len(start):]
         name, val = line.split()
         defines[int(val.strip())].append(name.strip())
     return defines
@@ -129,8 +130,6 @@ def kind_to_text(kind, defines, opname):
         opname = "ATTR"
     if opname.endswith("SUBSCR"):
         opname = "SUBSCR"
-    if opname.startswith("PRECALL"):
-        opname = "CALL"
     for name in defines[kind]:
         if name.startswith(opname):
             return pretty(name[len(opname)+1:])
@@ -254,6 +253,9 @@ def emit_specialization_overview(opcode_stats, total):
         ))
 
 def emit_call_stats(stats):
+    stats_path = os.path.join(os.path.dirname(__file__), "../../Include/pystats.h")
+    with open(stats_path) as stats_src:
+        defines = parse_kinds(stats_src, prefix="EVAL_CALL")
     with Section("Call stats", summary="Inlined calls and frame stats"):
         total = 0
         for key, value in stats.items():
@@ -263,6 +265,11 @@ def emit_call_stats(stats):
         for key, value in stats.items():
             if "Calls to" in key:
                 rows.append((key, value, f"{100*value/total:0.1f}%"))
+            elif key.startswith("Calls "):
+                name, index = key[:-1].split("[")
+                index =  int(index)
+                label = name + " (" + pretty(defines[index][0]) + ")"
+                rows.append((label, value, f"{100*value/total:0.1f}%"))
         for key, value in stats.items():
             if key.startswith("Frame"):
                 rows.append((key, value, f"{100*value/total:0.1f}%"))
-Original file line number
+Diff line change
@@ Expand Up @@
             args++;
             nargsf = nargsf - 1 + PY_VECTORCALL_ARGUMENTS_OFFSET;
         }
+        EVAL_CALL_STAT_INC_IF_FUNCTION(EVAL_CALL_SLOT, func);
         return _PyObject_VectorcallTstate(tstate, func, args, nargsf, NULL);
     }
@@ Expand Down @@