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// Statistics on Python performance. // // API: // // - _Py_INCREF_STAT_INC() and _Py_DECREF_STAT_INC() used by Py_INCREF() // and Py_DECREF(). // - _Py_stats variable // // Functions of the sys module: // // - sys._stats_on() // - sys._stats_off() // - sys._stats_clear() // - sys._stats_dump() // // Python must be built with ./configure --enable-pystats to define the // Py_STATS macro. // // Define _PY_INTERPRETER macro to increment interpreter_increfs and // interpreter_decrefs. Otherwise, increment increfs and decrefs. // // The number of incref operations counted by `incref` and // `interpreter_incref` is the number of increment operations, which is // not equal to the total of all reference counts. A single increment // operation may increase the reference count of an object by more than // one. For example, see `_Py_RefcntAdd`. #ifndef Py_CPYTHON_PYSTATS_H # error "this header file must not be included directly" #endif #define PYSTATS_MAX_UOP_ID 1024 #define SPECIALIZATION_FAILURE_KINDS 60 /* 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; uint64_t hit; uint64_t deferred; uint64_t miss; uint64_t deopt; uint64_t failure_kinds[SPECIALIZATION_FAILURE_KINDS]; } SpecializationStats; typedef struct _opcode_stats { SpecializationStats specialization; uint64_t execution_count; uint64_t pair_count[256]; } OpcodeStats; typedef struct _call_stats { uint64_t inlined_py_calls; 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 { uint64_t increfs; uint64_t decrefs; uint64_t interpreter_increfs; uint64_t interpreter_decrefs; uint64_t immortal_increfs; uint64_t immortal_decrefs; uint64_t interpreter_immortal_increfs; uint64_t interpreter_immortal_decrefs; uint64_t allocations; uint64_t allocations512; uint64_t allocations4k; uint64_t allocations_big; uint64_t frees; uint64_t to_freelist; uint64_t from_freelist; uint64_t inline_values; uint64_t dict_materialized_on_request; uint64_t dict_materialized_new_key; uint64_t dict_materialized_too_big; uint64_t dict_materialized_str_subclass; uint64_t type_cache_hits; uint64_t type_cache_misses; uint64_t type_cache_dunder_hits; uint64_t type_cache_dunder_misses; uint64_t type_cache_collisions; /* Temporary value used during GC */ uint64_t object_visits; } ObjectStats; typedef struct _gc_stats { uint64_t collections; uint64_t object_visits; uint64_t objects_collected; uint64_t objects_transitively_reachable; uint64_t objects_not_transitively_reachable; } GCStats; typedef struct _uop_stats { uint64_t execution_count; uint64_t miss; uint64_t pair_count[PYSTATS_MAX_UOP_ID + 1]; } UOpStats; #define _Py_UOP_HIST_SIZE 32 typedef struct _optimization_stats { uint64_t attempts; uint64_t traces_created; uint64_t traces_executed; uint64_t uops_executed; uint64_t trace_stack_overflow; uint64_t trace_stack_underflow; uint64_t trace_too_long; uint64_t trace_too_short; uint64_t inner_loop; uint64_t recursive_call; uint64_t low_confidence; uint64_t unknown_callee; uint64_t executors_invalidated; UOpStats opcode[PYSTATS_MAX_UOP_ID + 1]; uint64_t unsupported_opcode[256]; uint64_t trace_length_hist[_Py_UOP_HIST_SIZE]; uint64_t trace_run_length_hist[_Py_UOP_HIST_SIZE]; uint64_t optimized_trace_length_hist[_Py_UOP_HIST_SIZE]; uint64_t optimizer_attempts; uint64_t optimizer_successes; uint64_t optimizer_failure_reason_no_memory; uint64_t remove_globals_builtins_changed; uint64_t remove_globals_incorrect_keys; uint64_t error_in_opcode[PYSTATS_MAX_UOP_ID + 1]; // JIT memory stats uint64_t jit_total_memory_size; uint64_t jit_code_size; uint64_t jit_trampoline_size; uint64_t jit_data_size; uint64_t jit_padding_size; uint64_t jit_freed_memory_size; uint64_t trace_total_memory_hist[_Py_UOP_HIST_SIZE]; } OptimizationStats; typedef struct _rare_event_stats { /* Setting an object's class, obj.__class__ = ... */ uint64_t set_class; /* Setting the bases of a class, cls.__bases__ = ... */ uint64_t set_bases; /* Setting the PEP 523 frame eval function, _PyInterpreterState_SetFrameEvalFunc() */ uint64_t set_eval_frame_func; /* Modifying the builtins, __builtins__.__dict__[var] = ... */ uint64_t builtin_dict; /* Modifying a function, e.g. func.__defaults__ = ..., etc. */ uint64_t func_modification; /* Modifying a dict that is being watched */ uint64_t watched_dict_modification; uint64_t watched_globals_modification; } RareEventStats; typedef struct _stats { OpcodeStats opcode_stats[256]; CallStats call_stats; ObjectStats object_stats; OptimizationStats optimization_stats; RareEventStats rare_event_stats; GCStats *gc_stats; } PyStats; // Export for shared extensions like 'math' PyAPI_DATA(PyStats*) _Py_stats; #ifdef _PY_INTERPRETER # define _Py_INCREF_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.interpreter_increfs++; } while (0) # define _Py_DECREF_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.interpreter_decrefs++; } while (0) # define _Py_INCREF_IMMORTAL_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.interpreter_immortal_increfs++; } while (0) # define _Py_DECREF_IMMORTAL_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.interpreter_immortal_decrefs++; } while (0) #else # define _Py_INCREF_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.increfs++; } while (0) # define _Py_DECREF_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.decrefs++; } while (0) # define _Py_INCREF_IMMORTAL_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.immortal_increfs++; } while (0) # define _Py_DECREF_IMMORTAL_STAT_INC() do { if (_Py_stats) _Py_stats->object_stats.immortal_decrefs++; } while (0) #endif