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GH-90230: Add stats to breakdown the origin of calls to `PyEval_EvalF…
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…rame` (GH-93284)
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markshannon committed May 27, 2022
1 parent 8995177 commit bbcf424
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Showing 13 changed files with 63 additions and 11 deletions.
2 changes: 2 additions & 0 deletions Include/internal/pycore_call.h
Original file line number Diff line number Diff line change
Expand Up @@ -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);
}
Expand All @@ -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);
}

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1 change: 1 addition & 0 deletions Include/internal/pycore_ceval.h
Original file line number Diff line number Diff line change
Expand Up @@ -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);
}
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5 changes: 5 additions & 0 deletions Include/internal/pycore_code.h
Original file line number Diff line number Diff line change
Expand Up @@ -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);
Expand All @@ -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.
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15 changes: 15 additions & 0 deletions Include/pystats.h
Original file line number Diff line number Diff line change
Expand Up @@ -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;
Expand All @@ -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 {
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3 changes: 2 additions & 1 deletion Modules/_asynciomodule.c
Original file line number Diff line number Diff line change
Expand Up @@ -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);
}
Expand Down Expand Up @@ -2950,6 +2950,7 @@ 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);
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16 changes: 13 additions & 3 deletions Objects/call.c
Original file line number Diff line number Diff line change
Expand Up @@ -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);
}


Expand Down Expand Up @@ -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);
Expand Down Expand Up @@ -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
Expand All @@ -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);
}
Expand Down Expand Up @@ -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)
Expand Down Expand Up @@ -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);

Expand Down Expand Up @@ -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);
Expand Down
1 change: 1 addition & 0 deletions Objects/descrobject.c
Original file line number Diff line number Diff line change
Expand Up @@ -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);
}
Expand Down
2 changes: 2 additions & 0 deletions Objects/genobject.c
Original file line number Diff line number Diff line change
Expand Up @@ -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 *);
Expand Down Expand Up @@ -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;
Expand Down
1 change: 1 addition & 0 deletions Objects/typeobject.c
Original file line number Diff line number Diff line change
Expand Up @@ -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);
}

Expand Down
1 change: 1 addition & 0 deletions Python/bltinmodule.c
Original file line number Diff line number Diff line change
Expand Up @@ -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) {
Expand Down
5 changes: 4 additions & 1 deletion Python/ceval.c
Original file line number Diff line number Diff line change
Expand Up @@ -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;
Expand Down Expand Up @@ -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) ||
Expand Down Expand Up @@ -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);
Expand Down Expand Up @@ -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;
Expand Down Expand Up @@ -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);
}

Expand Down
5 changes: 4 additions & 1 deletion Python/specialize.c
Original file line number Diff line number Diff line change
Expand Up @@ -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
Expand Down Expand Up @@ -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
Expand Down
17 changes: 12 additions & 5 deletions Tools/scripts/summarize_stats.py
Original file line number Diff line number Diff line change
Expand Up @@ -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
Expand All @@ -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:])
Expand Down Expand Up @@ -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():
Expand All @@ -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}%"))
Expand Down

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