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gh-100239: more refined specialisation stats for BINARY_OP/SUBSCR #132068

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Apr 4, 2025
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2 changes: 1 addition & 1 deletion Include/cpython/pystats.h
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@

#define PYSTATS_MAX_UOP_ID 512

#define SPECIALIZATION_FAILURE_KINDS 37
#define SPECIALIZATION_FAILURE_KINDS 44

/* Stats for determining who is calling PyEval_EvalFrame */
#define EVAL_CALL_TOTAL 0
Expand Down
35 changes: 35 additions & 0 deletions Python/specialize.c
Original file line number Diff line number Diff line change
Expand Up @@ -597,6 +597,13 @@ _PyCode_Quicken(_Py_CODEUNIT *instructions, Py_ssize_t size, int enable_counters
#define SPEC_FAIL_BINARY_OP_SUBSCR_TUPLE_SLICE 35
#define SPEC_FAIL_BINARY_OP_SUBSCR_STRING_SLICE 36
#define SPEC_FAIL_BINARY_OP_SUBSCR_NOT_HEAP_TYPE 37
#define SPEC_FAIL_BINARY_OP_SUBSCR_OTHER_SLICE 38
#define SPEC_FAIL_BINARY_OP_SUBSCR_MAPPINGPROXY 39
#define SPEC_FAIL_BINARY_OP_SUBSCR_RE_MATCH 40
#define SPEC_FAIL_BINARY_OP_SUBSCR_ARRAY 41
#define SPEC_FAIL_BINARY_OP_SUBSCR_DEQUE 42
#define SPEC_FAIL_BINARY_OP_SUBSCR_ENUMDICT 43
#define SPEC_FAIL_BINARY_OP_SUBSCR_STACKSUMMARY 44

/* Calls */

Expand Down Expand Up @@ -2358,6 +2365,34 @@ binary_op_fail_kind(int oparg, PyObject *lhs, PyObject *rhs)
}
}
Py_XDECREF(descriptor);

if (PyObject_TypeCheck(lhs, &PyDictProxy_Type)) {
return SPEC_FAIL_BINARY_OP_SUBSCR_MAPPINGPROXY;
}

if (strcmp(container_type->tp_name, "array.array") == 0) {
return SPEC_FAIL_BINARY_OP_SUBSCR_ARRAY;
}

if (strcmp(container_type->tp_name, "re.Match") == 0) {
return SPEC_FAIL_BINARY_OP_SUBSCR_RE_MATCH;
}

if (strcmp(container_type->tp_name, "collections.deque") == 0) {
return SPEC_FAIL_BINARY_OP_SUBSCR_DEQUE;
}

if (strcmp(_PyType_Name(container_type), "EnumDict") != 0) {
return SPEC_FAIL_BINARY_OP_SUBSCR_ENUMDICT;
}

if (strcmp(container_type->tp_name, "StackSummary") != 0) {
return SPEC_FAIL_BINARY_OP_SUBSCR_STACKSUMMARY;
}

if (PySlice_Check(rhs)) {
return SPEC_FAIL_BINARY_OP_SUBSCR_OTHER_SLICE;
}
return SPEC_FAIL_BINARY_OP_SUBSCR;
}
Py_UNREACHABLE();
Expand Down
14 changes: 11 additions & 3 deletions Tools/scripts/summarize_stats.py
Original file line number Diff line number Diff line change
Expand Up @@ -298,12 +298,20 @@ def kind_to_text(kind: int, opcode: str):
return "kind " + str(kind)

family_stats = self._get_stats_for_opcode(opcode)
failure_kinds = [0] * 40

def key_to_index(key):
return int(key[:-1].split("[")[1])

max_index = 0
for key in family_stats:
if key.startswith("specialization.failure_kind"):
max_index = max(max_index, key_to_index(key))

failure_kinds = [0] * (max_index + 1)
for key in family_stats:
if not key.startswith("specialization.failure_kind"):
continue
index = int(key[:-1].split("[")[1])
failure_kinds[index] = family_stats[key]
failure_kinds[key_to_index(key)] = family_stats[key]
return {
kind_to_text(index, opcode): value
for (index, value) in enumerate(failure_kinds)
Expand Down
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