#include "Python.h" #include "pycore_code.h" #include "pycore_dict.h" #include "pycore_long.h" #include "pycore_moduleobject.h" #include "opcode.h" #include "structmember.h" // struct PyMemberDef, T_OFFSET_EX /* We layout the quickened data as a bi-directional array: * Instructions upwards, cache entries downwards. * first_instr is aligned to a SpecializedCacheEntry. * The nth instruction is located at first_instr[n] * The nth cache is located at ((SpecializedCacheEntry *)first_instr)[-1-n] * The first (index 0) cache entry is reserved for the count, to enable finding * the first instruction from the base pointer. * The cache_count argument must include space for the count. * We use the SpecializedCacheOrInstruction union to refer to the data * to avoid type punning. Layout of quickened data, each line 8 bytes for M cache entries and N instructions: <---- co->co_quickened ... <--- co->co_first_instr ... */ Py_ssize_t _Py_QuickenedCount = 0; #if SPECIALIZATION_STATS SpecializationStats _specialization_stats[256] = { 0 }; #define PRINT_STAT(name, field) fprintf(stderr, " %s." #field " : %" PRIu64 "\n", name, stats->field); static void print_stats(SpecializationStats *stats, const char *name) { PRINT_STAT(name, specialization_success); PRINT_STAT(name, specialization_failure); PRINT_STAT(name, hit); PRINT_STAT(name, deferred); PRINT_STAT(name, miss); PRINT_STAT(name, deopt); PRINT_STAT(name, unquickened); #if SPECIALIZATION_STATS_DETAILED if (stats->miss_types == NULL) { return; } fprintf(stderr, " %s.fails:\n", name); PyObject *key, *count; Py_ssize_t pos = 0; while (PyDict_Next(stats->miss_types, &pos, &key, &count)) { PyObject *type = PyTuple_GetItem(key, 0); PyObject *name = PyTuple_GetItem(key, 1); PyObject *kind = PyTuple_GetItem(key, 2); fprintf(stderr, " %s.", ((PyTypeObject *)type)->tp_name); PyObject_Print(name, stderr, Py_PRINT_RAW); fprintf(stderr, " ("); PyObject_Print(kind, stderr, Py_PRINT_RAW); fprintf(stderr, "): %ld\n", PyLong_AsLong(count)); } #endif } void _Py_PrintSpecializationStats(void) { printf("Specialization stats:\n"); print_stats(&_specialization_stats[LOAD_ATTR], "load_attr"); print_stats(&_specialization_stats[LOAD_GLOBAL], "load_global"); } #if SPECIALIZATION_STATS_DETAILED void _Py_IncrementTypeCounter(int opcode, PyObject *type, PyObject *name, const char *kind) { PyObject *counter = _specialization_stats[opcode].miss_types; if (counter == NULL) { _specialization_stats[opcode].miss_types = PyDict_New(); counter = _specialization_stats[opcode].miss_types; if (counter == NULL) { return; } } PyObject *key = NULL; PyObject *kind_object = _PyUnicode_FromASCII(kind, strlen(kind)); if (kind_object == NULL) { PyErr_Clear(); goto done; } key = PyTuple_Pack(3, type, name, kind_object); if (key == NULL) { PyErr_Clear(); goto done; } PyObject *count = PyDict_GetItem(counter, key); if (count == NULL) { count = _PyLong_GetZero(); if (PyDict_SetItem(counter, key, count) < 0) { PyErr_Clear(); goto done; } } count = PyNumber_Add(count, _PyLong_GetOne()); if (count == NULL) { PyErr_Clear(); goto done; } if (PyDict_SetItem(counter, key, count)) { PyErr_Clear(); } done: Py_XDECREF(kind_object); Py_XDECREF(key); } #define SPECIALIZATION_FAIL(opcode, type, attribute, kind) _Py_IncrementTypeCounter(opcode, (PyObject *)(type), attribute, kind) #endif #endif #ifndef SPECIALIZATION_FAIL #define SPECIALIZATION_FAIL(opcode, type, attribute, kind) ((void)0) #endif static SpecializedCacheOrInstruction * allocate(int cache_count, int instruction_count) { assert(sizeof(SpecializedCacheOrInstruction) == 2*sizeof(int32_t)); assert(sizeof(SpecializedCacheEntry) == 2*sizeof(int32_t)); assert(cache_count > 0); assert(instruction_count > 0); int count = cache_count + (instruction_count + INSTRUCTIONS_PER_ENTRY -1)/INSTRUCTIONS_PER_ENTRY; SpecializedCacheOrInstruction *array = (SpecializedCacheOrInstruction *) PyMem_Malloc(sizeof(SpecializedCacheOrInstruction) * count); if (array == NULL) { PyErr_NoMemory(); return NULL; } _Py_QuickenedCount++; array[0].entry.zero.cache_count = cache_count; return array; } static int get_cache_count(SpecializedCacheOrInstruction *quickened) { return quickened[0].entry.zero.cache_count; } /* Map from opcode to adaptive opcode. Values of zero are ignored. */ static uint8_t adaptive_opcodes[256] = { [LOAD_ATTR] = LOAD_ATTR_ADAPTIVE, [LOAD_GLOBAL] = LOAD_GLOBAL_ADAPTIVE, }; /* The number of cache entries required for a "family" of instructions. */ static uint8_t cache_requirements[256] = { [LOAD_ATTR] = 2, /* _PyAdaptiveEntry and _PyLoadAttrCache */ [LOAD_GLOBAL] = 2, /* _PyAdaptiveEntry and _PyLoadGlobalCache */ }; /* Return the oparg for the cache_offset and instruction index. * * If no cache is needed then return the original oparg. * If a cache is needed, but cannot be accessed because * oparg would be too large, then return -1. * * Also updates the cache_offset, as it may need to be incremented by * more than the cache requirements, if many instructions do not need caches. * * See pycore_code.h for details of how the cache offset, * instruction index and oparg are related */ static int oparg_from_instruction_and_update_offset(int index, int opcode, int original_oparg, int *cache_offset) { /* The instruction pointer in the interpreter points to the next * instruction, so we compute the offset using nexti (index + 1) */ int nexti = index + 1; uint8_t need = cache_requirements[opcode]; if (need == 0) { return original_oparg; } assert(adaptive_opcodes[opcode] != 0); int oparg = oparg_from_offset_and_nexti(*cache_offset, nexti); assert(*cache_offset == offset_from_oparg_and_nexti(oparg, nexti)); /* Some cache space is wasted here as the minimum possible offset is (nexti>>1) */ if (oparg < 0) { oparg = 0; *cache_offset = offset_from_oparg_and_nexti(oparg, nexti); } else if (oparg > 255) { return -1; } *cache_offset += need; return oparg; } static int entries_needed(const _Py_CODEUNIT *code, int len) { int cache_offset = 0; int previous_opcode = -1; for (int i = 0; i < len; i++) { uint8_t opcode = _Py_OPCODE(code[i]); if (previous_opcode != EXTENDED_ARG) { oparg_from_instruction_and_update_offset(i, opcode, 0, &cache_offset); } previous_opcode = opcode; } return cache_offset + 1; // One extra for the count entry } static inline _Py_CODEUNIT * first_instruction(SpecializedCacheOrInstruction *quickened) { return &quickened[get_cache_count(quickened)].code[0]; } /** Insert adaptive instructions and superinstructions. * * Skip instruction preceded by EXTENDED_ARG for adaptive * instructions as those are both very rare and tricky * to handle. */ static void optimize(SpecializedCacheOrInstruction *quickened, int len) { _Py_CODEUNIT *instructions = first_instruction(quickened); int cache_offset = 0; int previous_opcode = -1; for(int i = 0; i < len; i++) { int opcode = _Py_OPCODE(instructions[i]); int oparg = _Py_OPARG(instructions[i]); uint8_t adaptive_opcode = adaptive_opcodes[opcode]; if (adaptive_opcode && previous_opcode != EXTENDED_ARG) { int new_oparg = oparg_from_instruction_and_update_offset( i, opcode, oparg, &cache_offset ); if (new_oparg < 0) { /* Not possible to allocate a cache for this instruction */ previous_opcode = opcode; continue; } instructions[i] = _Py_MAKECODEUNIT(adaptive_opcode, new_oparg); previous_opcode = adaptive_opcode; int entries_needed = cache_requirements[opcode]; if (entries_needed) { /* Initialize the adpative cache entry */ int cache0_offset = cache_offset-entries_needed; SpecializedCacheEntry *cache = _GetSpecializedCacheEntry(instructions, cache0_offset); cache->adaptive.original_oparg = oparg; cache->adaptive.counter = 0; } } else { /* Super instructions don't use the cache, * so no need to update the offset. */ switch (opcode) { case JUMP_ABSOLUTE: instructions[i] = _Py_MAKECODEUNIT(JUMP_ABSOLUTE_QUICK, oparg); break; /* Insert superinstructions here E.g. case LOAD_FAST: if (previous_opcode == LOAD_FAST) instructions[i-1] = _Py_MAKECODEUNIT(LOAD_FAST__LOAD_FAST, oparg); */ } previous_opcode = opcode; } } assert(cache_offset+1 == get_cache_count(quickened)); } int _Py_Quicken(PyCodeObject *code) { if (code->co_quickened) { return 0; } Py_ssize_t size = PyBytes_GET_SIZE(code->co_code); int instr_count = (int)(size/sizeof(_Py_CODEUNIT)); if (instr_count > MAX_SIZE_TO_QUICKEN) { code->co_warmup = QUICKENING_WARMUP_COLDEST; return 0; } int entry_count = entries_needed(code->co_firstinstr, instr_count); SpecializedCacheOrInstruction *quickened = allocate(entry_count, instr_count); if (quickened == NULL) { return -1; } _Py_CODEUNIT *new_instructions = first_instruction(quickened); memcpy(new_instructions, code->co_firstinstr, size); optimize(quickened, instr_count); code->co_quickened = quickened; code->co_firstinstr = new_instructions; return 0; } static int specialize_module_load_attr( PyObject *owner, _Py_CODEUNIT *instr, PyObject *name, _PyAdaptiveEntry *cache0, _PyLoadAttrCache *cache1) { PyModuleObject *m = (PyModuleObject *)owner; PyObject *value = NULL; PyObject *getattr; _Py_IDENTIFIER(__getattr__); PyDictObject *dict = (PyDictObject *)m->md_dict; if (dict == NULL) { SPECIALIZATION_FAIL(LOAD_ATTR, Py_TYPE(owner), name, "no __dict__"); return -1; } if (dict->ma_keys->dk_kind != DICT_KEYS_UNICODE) { SPECIALIZATION_FAIL(LOAD_ATTR, Py_TYPE(owner), name, "non-string keys (or split)"); return -1; } getattr = _PyUnicode_FromId(&PyId___getattr__); /* borrowed */ if (getattr == NULL) { SPECIALIZATION_FAIL(LOAD_ATTR, Py_TYPE(owner), name, "module.__getattr__ overridden"); PyErr_Clear(); return -1; } Py_ssize_t index = _PyDict_GetItemHint(dict, getattr, -1, &value); assert(index != DKIX_ERROR); if (index != DKIX_EMPTY) { SPECIALIZATION_FAIL(LOAD_ATTR, Py_TYPE(owner), name, "module attribute not found"); return -1; } index = _PyDict_GetItemHint(dict, name, -1, &value); assert (index != DKIX_ERROR); if (index != (uint16_t)index) { SPECIALIZATION_FAIL(LOAD_ATTR, Py_TYPE(owner), name, "index out of range"); return -1; } uint32_t keys_version = _PyDictKeys_GetVersionForCurrentState(dict); if (keys_version == 0) { SPECIALIZATION_FAIL(LOAD_ATTR, Py_TYPE(owner), name, "no more key versions"); return -1; } cache1->dk_version_or_hint = keys_version; cache0->index = (uint16_t)index; *instr = _Py_MAKECODEUNIT(LOAD_ATTR_MODULE, _Py_OPARG(*instr)); return 0; } /* Attribute specialization */ typedef enum { OVERRIDING, /* Is an overriding descriptor, and will remain so. */ METHOD, /* Attribute has Py_TPFLAGS_METHOD_DESCRIPTOR set */ PROPERTY, /* Is a property */ OBJECT_SLOT, /* Is an object slot descriptor */ OTHER_SLOT, /* Is a slot descriptor of another type */ NON_OVERRIDING, /* Is another non-overriding descriptor, and is an instance of an immutable class*/ NON_DESCRIPTOR, /* Is not a descriptor, and is an instance of an immutable class */ MUTABLE, /* Instance of a mutable class; might, or might not, be a descriptor */ ABSENT, /* Attribute is not present on the class */ DUNDER_CLASS, /* __class__ attribute */ GETATTRIBUTE_OVERRIDDEN /* __getattribute__ has been overridden */ } DesciptorClassification; static DesciptorClassification analyze_descriptor(PyTypeObject *type, PyObject *name, PyObject **descr) { if (type->tp_getattro != PyObject_GenericGetAttr) { *descr = NULL; return GETATTRIBUTE_OVERRIDDEN; } PyObject *descriptor = _PyType_Lookup(type, name); *descr = descriptor; if (descriptor == NULL) { return ABSENT; } PyTypeObject *desc_cls = Py_TYPE(descriptor); if (!(desc_cls->tp_flags & Py_TPFLAGS_IMMUTABLETYPE)) { return MUTABLE; } if (desc_cls->tp_descr_set) { if (desc_cls == &PyMemberDescr_Type) { PyMemberDescrObject *member = (PyMemberDescrObject *)descriptor; struct PyMemberDef *dmem = member->d_member; if (dmem->type == T_OBJECT_EX) { return OBJECT_SLOT; } return OTHER_SLOT; } if (desc_cls == &PyProperty_Type) { return PROPERTY; } if (PyUnicode_CompareWithASCIIString(name, "__class__") == 0) { if (descriptor == _PyType_Lookup(&PyBaseObject_Type, name)) { return DUNDER_CLASS; } } return OVERRIDING; } if (desc_cls->tp_descr_get) { if (desc_cls->tp_flags & Py_TPFLAGS_METHOD_DESCRIPTOR) { return METHOD; } return NON_OVERRIDING; } return NON_DESCRIPTOR; } int _Py_Specialize_LoadAttr(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache) { _PyAdaptiveEntry *cache0 = &cache->adaptive; _PyLoadAttrCache *cache1 = &cache[-1].load_attr; if (PyModule_CheckExact(owner)) { int err = specialize_module_load_attr(owner, instr, name, cache0, cache1); if (err) { goto fail; } goto success; } PyTypeObject *type = Py_TYPE(owner); if (type->tp_dict == NULL) { if (PyType_Ready(type) < 0) { return -1; } } PyObject *descr; DesciptorClassification kind = analyze_descriptor(type, name, &descr); switch(kind) { case OVERRIDING: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "overriding descriptor"); goto fail; case METHOD: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "method"); goto fail; case PROPERTY: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "property"); goto fail; case OBJECT_SLOT: { PyMemberDescrObject *member = (PyMemberDescrObject *)descr; struct PyMemberDef *dmem = member->d_member; Py_ssize_t offset = dmem->offset; if (offset != (uint16_t)offset) { SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "offset out of range"); goto fail; } assert(dmem->type == T_OBJECT_EX); assert(offset > 0); cache0->index = (uint16_t)offset; cache1->tp_version = type->tp_version_tag; *instr = _Py_MAKECODEUNIT(LOAD_ATTR_SLOT, _Py_OPARG(*instr)); goto success; } case DUNDER_CLASS: { Py_ssize_t offset = offsetof(PyObject, ob_type); assert(offset == (uint16_t)offset); cache0->index = (uint16_t)offset; cache1->tp_version = type->tp_version_tag; *instr = _Py_MAKECODEUNIT(LOAD_ATTR_SLOT, _Py_OPARG(*instr)); goto success; } case OTHER_SLOT: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "non-object slot"); goto fail; case MUTABLE: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "mutable class attribute"); goto fail; case GETATTRIBUTE_OVERRIDDEN: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "__getattribute__ overridden"); goto fail; case NON_OVERRIDING: case NON_DESCRIPTOR: case ABSENT: break; } assert(kind == NON_OVERRIDING || kind == NON_DESCRIPTOR || kind == ABSENT); // No desciptor, or non overriding. if (type->tp_dictoffset < 0) { SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "negative offset"); goto fail; } if (type->tp_dictoffset > 0) { PyObject **dictptr = (PyObject **) ((char *)owner + type->tp_dictoffset); if (*dictptr == NULL || !PyDict_CheckExact(*dictptr)) { SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "no dict or not a dict"); goto fail; } // We found an instance with a __dict__. PyDictObject *dict = (PyDictObject *)*dictptr; if ((type->tp_flags & Py_TPFLAGS_HEAPTYPE) && dict->ma_keys == ((PyHeapTypeObject*)type)->ht_cached_keys ) { // Keys are shared assert(PyUnicode_CheckExact(name)); Py_hash_t hash = PyObject_Hash(name); if (hash == -1) { return -1; } PyObject *value; Py_ssize_t index = _Py_dict_lookup(dict, name, hash, &value); assert (index != DKIX_ERROR); if (index != (uint16_t)index) { SPECIALIZATION_FAIL(LOAD_ATTR, type, name, index < 0 ? "attribute not in dict" : "index out of range"); goto fail; } uint32_t keys_version = _PyDictKeys_GetVersionForCurrentState(dict); if (keys_version == 0) { SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "no more key versions"); goto fail; } cache1->dk_version_or_hint = keys_version; cache1->tp_version = type->tp_version_tag; cache0->index = (uint16_t)index; *instr = _Py_MAKECODEUNIT(LOAD_ATTR_SPLIT_KEYS, _Py_OPARG(*instr)); goto success; } else { PyObject *value = NULL; Py_ssize_t hint = _PyDict_GetItemHint(dict, name, -1, &value); if (hint != (uint32_t)hint) { SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "hint out of range"); goto fail; } cache1->dk_version_or_hint = (uint32_t)hint; cache1->tp_version = type->tp_version_tag; *instr = _Py_MAKECODEUNIT(LOAD_ATTR_WITH_HINT, _Py_OPARG(*instr)); goto success; } } assert(type->tp_dictoffset == 0); /* No attribute in instance dictionary */ switch(kind) { case NON_OVERRIDING: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "non-overriding descriptor"); goto fail; case NON_DESCRIPTOR: /* To do -- Optimize this case */ SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "non descriptor"); goto fail; case ABSENT: SPECIALIZATION_FAIL(LOAD_ATTR, type, name, "no attribute"); goto fail; default: Py_UNREACHABLE(); } fail: STAT_INC(LOAD_ATTR, specialization_failure); assert(!PyErr_Occurred()); cache_backoff(cache0); return 0; success: STAT_INC(LOAD_ATTR, specialization_success); assert(!PyErr_Occurred()); cache0->counter = saturating_start(); return 0; } int _Py_Specialize_LoadGlobal( PyObject *globals, PyObject *builtins, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache) { _PyAdaptiveEntry *cache0 = &cache->adaptive; _PyLoadGlobalCache *cache1 = &cache[-1].load_global; assert(PyUnicode_CheckExact(name)); if (!PyDict_CheckExact(globals)) { goto fail; } if (((PyDictObject *)globals)->ma_keys->dk_kind != DICT_KEYS_UNICODE) { goto fail; } PyObject *value = NULL; Py_ssize_t index = _PyDict_GetItemHint((PyDictObject *)globals, name, -1, &value); assert (index != DKIX_ERROR); if (index != DKIX_EMPTY) { if (index != (uint16_t)index) { goto fail; } uint32_t keys_version = _PyDictKeys_GetVersionForCurrentState((PyDictObject *)globals); if (keys_version == 0) { goto fail; } cache1->module_keys_version = keys_version; cache0->index = (uint16_t)index; *instr = _Py_MAKECODEUNIT(LOAD_GLOBAL_MODULE, _Py_OPARG(*instr)); goto success; } if (!PyDict_CheckExact(builtins)) { goto fail; } if (((PyDictObject *)builtins)->ma_keys->dk_kind != DICT_KEYS_UNICODE) { goto fail; } index = _PyDict_GetItemHint((PyDictObject *)builtins, name, -1, &value); assert (index != DKIX_ERROR); if (index != (uint16_t)index) { goto fail; } uint32_t globals_version = _PyDictKeys_GetVersionForCurrentState((PyDictObject *)globals); if (globals_version == 0) { goto fail; } uint32_t builtins_version = _PyDictKeys_GetVersionForCurrentState((PyDictObject *)builtins); if (builtins_version == 0) { goto fail; } cache1->module_keys_version = globals_version; cache1->builtin_keys_version = builtins_version; cache0->index = (uint16_t)index; *instr = _Py_MAKECODEUNIT(LOAD_GLOBAL_BUILTIN, _Py_OPARG(*instr)); goto success; fail: STAT_INC(LOAD_GLOBAL, specialization_failure); assert(!PyErr_Occurred()); cache_backoff(cache0); return 0; success: STAT_INC(LOAD_GLOBAL, specialization_success); assert(!PyErr_Occurred()); cache0->counter = saturating_start(); return 0; }