- benchmark: sqlalchemy_imperative
- fork: brandtbucher
- ref: justin-no-externs
- commit hash: 64b198a
- commit date: 2024-10-25T10:03:36-07:00
Execution counts for Tier 1 instructions.
The "miss ratio" column shows the percentage of times the instruction executed that it deoptimized. When this happens, the base unspecialized instruction is not counted.
Name | Count | Self | Cumulative | Miss ratio |
---|---|---|---|---|
LOAD_FAST | 79,728,693 | 23.0% | 23.0% | |
LOAD_ATTR_INSTANCE_VALUE | 16,090,675 | 4.6% | 27.7% | 11.1% |
POP_JUMP_IF_FALSE | 15,604,865 | 4.5% | 32.2% | |
RESUME_CHECK | 14,494,504 | 4.2% | 36.4% | 0.0% |
LOAD_CONST | 13,520,348 | 3.9% | 40.3% | |
STORE_FAST | 13,381,592 | 3.9% | 44.1% | |
LOAD_ATTR | 11,345,880 | 3.3% | 47.4% | |
TO_BOOL_BOOL | 11,068,865 | 3.2% | 50.6% | |
RETURN_VALUE | 10,435,440 | 3.0% | 53.6% | |
LOAD_FAST_LOAD_FAST | 9,509,100 | 2.7% | 56.3% | |
LOAD_GLOBAL_MODULE | 8,405,666 | 2.4% | 58.8% | |
LOAD_ATTR_METHOD_WITH_VALUES | 7,031,560 | 2.0% | 60.8% | 18.2% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 6,226,840 | 1.8% | 62.6% | 40.1% |
CALL_PY_EXACT_ARGS | 5,897,440 | 1.7% | 64.3% | 3.4% |
POP_JUMP_IF_TRUE | 5,872,380 | 1.7% | 66.0% | |
POP_TOP | 5,703,240 | 1.6% | 67.6% | |
LOAD_ATTR_WITH_HINT | 5,500,150 | 1.6% | 69.2% | 9.4% |
STORE_ATTR_INSTANCE_VALUE | 4,841,940 | 1.4% | 70.6% | 10.2% |
STORE_ATTR | 4,785,415 | 1.4% | 72.0% | |
BUILD_TUPLE | 4,677,243 | 1.4% | 73.4% | |
RETURN_CONST | 4,541,940 | 1.3% | 74.7% | |
LOAD_DEREF | 4,076,280 | 1.2% | 75.9% | |
LOAD_GLOBAL_BUILTIN | 3,669,185 | 1.1% | 76.9% | |
COPY | 3,576,960 | 1.0% | 77.9% | |
LOAD_ATTR_MODULE | 3,433,086 | 1.0% | 78.9% | |
INTERPRETER_EXIT | 3,142,080 | 0.9% | 79.8% | |
LOAD_ATTR_SLOT | 3,091,200 | 0.9% | 80.7% | 3.3% |
PUSH_NULL | 2,995,980 | 0.9% | 81.6% | |
TO_BOOL | 2,749,500 | 0.8% | 82.4% | |
POP_JUMP_IF_NOT_NONE | 2,730,300 | 0.8% | 83.2% | |
TO_BOOL_NONE | 2,444,780 | 0.7% | 83.9% | 4.2% |
CALL_NON_PY_GENERAL | 2,416,500 | 0.7% | 84.6% | |
NOP | 2,175,420 | 0.6% | 85.2% | |
GET_ITER | 2,119,740 | 0.6% | 85.8% | |
BUILD_LIST | 1,930,620 | 0.6% | 86.4% | |
STORE_ATTR_SLOT | 1,882,560 | 0.5% | 86.9% | |
IS_OP | 1,784,700 | 0.5% | 87.4% | |
SWAP | 1,783,027 | 0.5% | 88.0% | |
POP_JUMP_IF_NONE | 1,737,600 | 0.5% | 88.5% | |
TO_BOOL_ALWAYS_TRUE | 1,546,080 | 0.4% | 88.9% | 1.6% |
CALL_FUNCTION_EX | 1,545,720 | 0.4% | 89.4% | |
BINARY_SUBSCR_DICT | 1,470,720 | 0.4% | 89.8% | |
CALL_PY_GENERAL | 1,449,380 | 0.4% | 90.2% | |
CALL_METHOD_DESCRIPTOR_FAST | 1,420,140 | 0.4% | 90.6% | 69.4% |
CALL_KW_PY | 1,401,600 | 0.4% | 91.0% | |
ENTER_EXECUTOR | 1,397,604 | 0.4% | 91.4% | |
BUILD_MAP | 1,305,120 | 0.4% | 91.8% | |
LOAD_ATTR_METHOD_NO_DICT | 1,208,760 | 0.3% | 92.1% | |
CALL_BUILTIN_CLASS | 1,207,740 | 0.3% | 92.5% | |
MAKE_CELL | 1,206,780 | 0.3% | 92.8% | |
DICT_MERGE | 1,160,160 | 0.3% | 93.2% | |
LOAD_ATTR_CLASS | 1,159,680 | 0.3% | 93.5% | 4.4% |
STORE_SUBSCR_DICT | 966,720 | 0.3% | 93.8% | |
COPY_FREE_VARS | 963,900 | 0.3% | 94.1% | |
STORE_FAST_STORE_FAST | 963,900 | 0.3% | 94.3% | |
TO_BOOL_LIST | 911,840 | 0.3% | 94.6% | 5.8% |
EXTENDED_ARG | 821,160 | 0.2% | 94.8% | |
JUMP_FORWARD | 771,900 | 0.2% | 95.1% | |
FOR_ITER_LIST | 771,182 | 0.2% | 95.3% | |
CONTAINS_OP | 677,000 | 0.2% | 95.5% | |
LOAD_ATTR_PROPERTY | 629,760 | 0.2% | 95.7% | 8.1% |
BINARY_OP | 627,160 | 0.2% | 95.8% | |
LOAD_FAST_AND_CLEAR | 624,960 | 0.2% | 96.0% | |
CALL_INTRINSIC_1 | 579,900 | 0.2% | 96.2% | |
LIST_EXTEND | 579,900 | 0.2% | 96.4% | |
CALL_BUILTIN_FAST | 579,840 | 0.2% | 96.5% | |
STORE_DEREF | 530,940 | 0.2% | 96.7% | |
FOR_ITER | 530,245 | 0.2% | 96.8% | |
EXIT_INIT_CHECK | 482,880 | 0.1% | 97.0% | |
UNARY_NOT | 482,880 | 0.1% | 97.1% | |
CALL_ALLOC_AND_ENTER_INIT | 482,880 | 0.1% | 97.3% | |
LOAD_FAST_CHECK | 434,880 | 0.1% | 97.4% | |
BINARY_OP_ADD_INT | 434,880 | 0.1% | 97.5% | |
LIST_APPEND | 432,000 | 0.1% | 97.6% | |
COMPARE_OP | 411,010 | 0.1% | 97.7% | |
MAKE_FUNCTION | 385,980 | 0.1% | 97.9% | |
SET_FUNCTION_ATTRIBUTE | 385,980 | 0.1% | 98.0% | |
CALL_BOUND_METHOD_EXACT_ARGS | 385,920 | 0.1% | 98.1% | |
UNPACK_SEQUENCE_TWO_TUPLE | 384,060 | 0.1% | 98.2% | |
CALL_BUILTIN_O | 338,840 | 0.1% | 98.3% | 14.4% |
COMPARE_OP_INT | 337,925 | 0.1% | 98.4% | |
BINARY_SUBSCR_LIST_INT | 336,960 | 0.1% | 98.5% | |
CALL_TUPLE_1 | 289,920 | 0.1% | 98.6% | |
UNPACK_SEQUENCE_TUPLE | 289,920 | 0.1% | 98.7% | |
CALL_METHOD_DESCRIPTOR_NOARGS | 241,980 | 0.1% | 98.7% | |
BUILD_SET | 240,960 | 0.1% | 98.8% | |
FOR_ITER_TUPLE | 192,960 | 0.1% | 98.8% | |
LOAD_SUPER_ATTR_METHOD | 192,960 | 0.1% | 98.9% | |
CONTAINS_OP_DICT | 192,000 | 0.1% | 99.0% | |
LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 172,580 | 0.0% | 99.0% | 15.2% |
CALL | 145,380 | 0.0% | 99.1% | |
BINARY_SUBSCR | 145,020 | 0.0% | 99.1% | |
UNPACK_SEQUENCE | 145,020 | 0.0% | 99.1% | |
BINARY_SUBSCR_TUPLE_INT | 145,020 | 0.0% | 99.2% | |
STORE_SUBSCR | 145,000 | 0.0% | 99.2% | |
CHECK_EXC_MATCH | 144,960 | 0.0% | 99.3% | |
POP_EXCEPT | 144,960 | 0.0% | 99.3% | |
PUSH_EXC_INFO | 144,960 | 0.0% | 99.3% | |
DELETE_ATTR | 144,960 | 0.0% | 99.4% | |
JUMP_BACKWARD_NO_INTERRUPT | 144,960 | 0.0% | 99.4% | |
BINARY_SUBSCR_GETITEM | 144,960 | 0.0% | 99.5% | |
CALL_BOUND_METHOD_GENERAL | 144,960 | 0.0% | 99.5% | |
CALL_ISINSTANCE | 144,960 | 0.0% | 99.6% | |
CALL_KW_NON_PY | 144,960 | 0.0% | 99.6% | |
CALL_STR_1 | 144,960 | 0.0% | 99.6% | |
STORE_SUBSCR_LIST_INT | 144,960 | 0.0% | 99.7% | |
RETURN_GENERATOR | 144,000 | 0.0% | 99.7% | |
YIELD_VALUE | 144,000 | 0.0% | 99.8% | |
BINARY_OP_SUBTRACT_INT | 96,960 | 0.0% | 99.8% | |
CALL_KW | 96,080 | 0.0% | 99.8% | |
CALL_LEN | 96,005 | 0.0% | 99.8% | |
STORE_FAST_LOAD_FAST | 96,000 | 0.0% | 99.9% | |
CALL_BUILTIN_FAST_WITH_KEYWORDS | 96,000 | 0.0% | 99.9% | |
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK | 96,000 | 0.0% | 99.9% | |
CALL_LIST_APPEND | 48,960 | 0.0% | 99.9% | |
CALL_METHOD_DESCRIPTOR_O | 48,060 | 0.0% | 100.0% | |
CONTAINS_OP_SET | 48,000 | 0.0% | 100.0% | |
FOR_ITER_GEN | 48,000 | 0.0% | 100.0% | |
LOAD_ATTR_METHOD_LAZY_DICT | 48,000 | 0.0% | 100.0% | |
FOR_ITER_RANGE | 1,160 | 0.0% | 100.0% | |
JUMP_BACKWARD | 527 | 0.0% | 100.0% | |
BINARY_OP_ADD_FLOAT | 480 | 0.0% | 100.0% | |
BINARY_OP_SUBTRACT_FLOAT | 480 | 0.0% | 100.0% | |
LOAD_GLOBAL | 80 | 0.0% | 100.0% |
Pair counts for top 100 opcode pairs
Pairs of specialized operations that deoptimize and are then followed by the corresponding unspecialized instruction are not counted as pairs.
Pair | Count | Self | Cumulative |
---|---|---|---|
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE | 14,171,415 | 4.1% | 4.1% |
POP_JUMP_IF_FALSE LOAD_FAST | 10,533,185 | 3.0% | 7.1% |
STORE_FAST LOAD_FAST | 9,032,885 | 2.6% | 9.7% |
LOAD_FAST LOAD_ATTR | 8,673,260 | 2.5% | 12.2% |
TO_BOOL_BOOL POP_JUMP_IF_FALSE | 7,346,885 | 2.1% | 14.4% |
RESUME_CHECK LOAD_FAST | 7,201,143 | 2.1% | 16.4% |
LOAD_CONST LOAD_FAST | 6,079,680 | 1.8% | 18.2% |
CALL_PY_EXACT_ARGS RESUME_CHECK | 5,653,620 | 1.6% | 19.8% |
LOAD_FAST LOAD_ATTR_WITH_HINT | 5,009,530 | 1.4% | 21.3% |
LOAD_FAST LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 4,440,960 | 1.3% | 22.6% |
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES | 4,203,925 | 1.2% | 23.8% |
LOAD_FAST LOAD_FAST | 3,668,160 | 1.1% | 24.8% |
POP_JUMP_IF_TRUE LOAD_FAST | 3,625,920 | 1.0% | 25.9% |
TO_BOOL_BOOL POP_JUMP_IF_TRUE | 3,384,060 | 1.0% | 26.9% |
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE | 3,336,086 | 1.0% | 27.8% |
BUILD_TUPLE LOAD_CONST | 3,275,580 | 0.9% | 28.8% |
LOAD_ATTR_INSTANCE_VALUE LOAD_FAST | 3,237,355 | 0.9% | 29.7% |
CACHE RESUME_CHECK | 2,998,140 | 0.9% | 30.6% |
LOAD_FAST STORE_ATTR | 2,950,095 | 0.9% | 31.4% |
RETURN_CONST POP_TOP | 2,900,280 | 0.8% | 32.3% |
POP_TOP LOAD_FAST | 2,854,200 | 0.8% | 33.1% |
LOAD_GLOBAL_BUILTIN LOAD_FAST | 2,848,385 | 0.8% | 33.9% |
LOAD_FAST STORE_ATTR_INSTANCE_VALUE | 2,707,200 | 0.8% | 34.7% |
LOAD_ATTR BUILD_TUPLE | 2,696,640 | 0.8% | 35.5% |
RETURN_VALUE STORE_FAST | 2,509,560 | 0.7% | 36.2% |
RETURN_VALUE RETURN_VALUE | 2,464,380 | 0.7% | 36.9% |
LOAD_FAST TO_BOOL_BOOL | 2,464,360 | 0.7% | 37.6% |
STORE_ATTR LOAD_FAST | 2,415,365 | 0.7% | 38.3% |
LOAD_ATTR LOAD_FAST | 2,369,280 | 0.7% | 39.0% |
STORE_ATTR_INSTANCE_VALUE LOAD_FAST | 2,319,360 | 0.7% | 39.7% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES LOAD_FAST | 2,265,600 | 0.7% | 40.3% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES TO_BOOL_BOOL | 2,223,600 | 0.6% | 41.0% |
LOAD_FAST RETURN_VALUE | 2,128,440 | 0.6% | 41.6% |
RETURN_VALUE INTERPRETER_EXIT | 2,080,320 | 0.6% | 42.2% |
LOAD_FAST LOAD_CONST | 2,076,663 | 0.6% | 42.8% |
LOAD_ATTR_METHOD_WITH_VALUES CALL_PY_EXACT_ARGS | 2,028,480 | 0.6% | 43.4% |
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_BOOL | 1,936,560 | 0.6% | 43.9% |
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST | 1,933,500 | 0.6% | 44.5% |
LOAD_FAST CALL_PY_EXACT_ARGS | 1,933,440 | 0.6% | 45.0% |
LOAD_FAST LOAD_ATTR_SLOT | 1,930,560 | 0.6% | 45.6% |
LOAD_FAST LOAD_GLOBAL_MODULE | 1,883,040 | 0.5% | 46.1% |
NOP LOAD_FAST | 1,837,500 | 0.5% | 46.7% |
POP_JUMP_IF_NOT_NONE LOAD_FAST | 1,837,440 | 0.5% | 47.2% |
TO_BOOL_NONE POP_JUMP_IF_FALSE | 1,836,600 | 0.5% | 47.7% |
RESUME_CHECK LOAD_GLOBAL_BUILTIN | 1,786,560 | 0.5% | 48.2% |
LOAD_FAST_LOAD_FAST STORE_ATTR_INSTANCE_VALUE | 1,738,560 | 0.5% | 48.7% |
TO_BOOL POP_JUMP_IF_FALSE | 1,670,940 | 0.5% | 49.2% |
PUSH_NULL LOAD_FAST | 1,642,200 | 0.5% | 49.7% |
POP_TOP RETURN_CONST | 1,594,740 | 0.5% | 50.2% |
RESUME_CHECK LOAD_GLOBAL_MODULE | 1,447,761 | 0.4% | 50.6% |
LOAD_FAST_LOAD_FAST STORE_ATTR | 1,447,680 | 0.4% | 51.0% |
IS_OP POP_JUMP_IF_FALSE | 1,446,720 | 0.4% | 51.4% |
LOAD_FAST POP_JUMP_IF_NOT_NONE | 1,402,620 | 0.4% | 51.8% |
LOAD_CONST CALL_KW_PY | 1,401,600 | 0.4% | 52.2% |
POP_JUMP_IF_NONE LOAD_FAST | 1,400,640 | 0.4% | 52.6% |
LOAD_ATTR_MODULE PUSH_NULL | 1,354,680 | 0.4% | 53.0% |
CALL_KW_PY RESUME_CHECK | 1,353,600 | 0.4% | 53.4% |
LOAD_GLOBAL_MODULE LOAD_FAST | 1,351,680 | 0.4% | 53.8% |
LOAD_ATTR_WITH_HINT TO_BOOL_BOOL | 1,344,720 | 0.4% | 54.2% |
LOAD_FAST POP_JUMP_IF_NONE | 1,254,720 | 0.4% | 54.5% |
LOAD_ATTR_INSTANCE_VALUE STORE_FAST | 1,209,720 | 0.3% | 54.9% |
LOAD_FAST TO_BOOL | 1,208,720 | 0.3% | 55.2% |
LOAD_ATTR_METHOD_WITH_VALUES LOAD_CONST | 1,207,680 | 0.3% | 55.6% |
LOAD_FAST BUILD_TUPLE | 1,206,780 | 0.3% | 55.9% |
BUILD_MAP LOAD_FAST | 1,160,160 | 0.3% | 56.3% |
DICT_MERGE CALL_FUNCTION_EX | 1,160,160 | 0.3% | 56.6% |
LOAD_FAST DICT_MERGE | 1,160,160 | 0.3% | 56.9% |
LOAD_ATTR_WITH_HINT LOAD_FAST | 1,109,530 | 0.3% | 57.3% |
LOAD_CONST LOAD_CONST | 1,063,800 | 0.3% | 57.6% |
CALL_PY_GENERAL RESUME_CHECK | 1,063,400 | 0.3% | 57.9% |
RETURN_VALUE LOAD_FAST | 1,062,720 | 0.3% | 58.2% |
LOAD_FAST COPY | 1,062,720 | 0.3% | 58.5% |
LOAD_FAST_LOAD_FAST LOAD_FAST | 1,061,760 | 0.3% | 58.8% |
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_WITH_VALUES | 1,015,680 | 0.3% | 59.1% |
RESUME_CHECK LOAD_FAST_LOAD_FAST | 1,014,720 | 0.3% | 59.4% |
STORE_ATTR_INSTANCE_VALUE LOAD_FAST_LOAD_FAST | 1,014,720 | 0.3% | 59.7% |
LOAD_CONST CALL_METHOD_DESCRIPTOR_FAST | 966,720 | 0.3% | 60.0% |
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE | 965,760 | 0.3% | 60.2% |
RETURN_CONST INTERPRETER_EXIT | 965,760 | 0.3% | 60.5% |
TO_BOOL_ALWAYS_TRUE POP_JUMP_IF_FALSE | 965,760 | 0.3% | 60.8% |
LOAD_FAST_LOAD_FAST STORE_ATTR_SLOT | 964,800 | 0.3% | 61.1% |
TO_BOOL POP_JUMP_IF_TRUE | 945,200 | 0.3% | 61.3% |
LOAD_FAST BINARY_SUBSCR_DICT | 940,800 | 0.3% | 61.6% |
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_NONE | 918,720 | 0.3% | 61.9% |
COPY TO_BOOL_BOOL | 917,760 | 0.3% | 62.2% |
STORE_ATTR LOAD_FAST_LOAD_FAST | 916,800 | 0.3% | 62.4% |
LOAD_CONST STORE_FAST | 870,960 | 0.3% | 62.7% |
LOAD_ATTR LOAD_ATTR_METHOD_WITH_VALUES | 869,800 | 0.3% | 62.9% |
POP_JUMP_IF_TRUE POP_TOP | 869,760 | 0.3% | 63.2% |
LOAD_FAST TO_BOOL_NONE | 868,800 | 0.3% | 63.4% |
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_INSTANCE_VALUE | 856,300 | 0.2% | 63.7% |
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 821,980 | 0.2% | 63.9% |
RESUME_CHECK LOAD_CONST | 821,820 | 0.2% | 64.1% |
LOAD_FAST LOAD_ATTR_METHOD_NO_DICT | 821,760 | 0.2% | 64.4% |
POP_JUMP_IF_FALSE NOP | 821,760 | 0.2% | 64.6% |
LOAD_GLOBAL_MODULE IS_OP | 820,800 | 0.2% | 64.9% |
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST_LOAD_FAST | 772,860 | 0.2% | 65.1% |
LOAD_FAST CALL_NON_PY_GENERAL | 772,800 | 0.2% | 65.3% |
LOAD_FAST STORE_ATTR_SLOT | 772,800 | 0.2% | 65.5% |
LOAD_FAST TO_BOOL_ALWAYS_TRUE | 772,800 | 0.2% | 65.7% |
Top 5 predecessors and successors of each Tier 1 opcode.
This does not include the unspecialized instructions that occur after a specialized instruction deoptimizes.
Successors and predecessors for CACHE
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 2,998,140 | 95.4% |
POP_TOP | 96,000 | 3.1% |
COPY_FREE_VARS | 48,000 | 1.5% |
Successors and predecessors for BINARY_SUBSCR
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 144,980 | 100.0% |
BINARY_SUBSCR | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 144,960 | 100.0% |
BINARY_SUBSCR | 40 | 0.0% |
BINARY_SUBSCR_TUPLE_INT | 20 | 0.0% |
Successors and predecessors for CHECK_EXC_MATCH
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_BUILTIN | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 144,960 | 100.0% |
Successors and predecessors for EXIT_INIT_CHECK
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 482,880 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 482,880 | 100.0% |
Successors and predecessors for GET_ITER
Predecessors | Count | Percentage |
---|---|---|
SWAP | 480,960 | 22.7% |
LOAD_FAST | 384,960 | 18.2% |
LOAD_DEREF | 288,960 | 13.6% |
RETURN_VALUE | 240,960 | 11.4% |
CALL_BUILTIN_CLASS | 145,020 | 6.8% |
Successors | Count | Percentage |
---|---|---|
FOR_ITER_LIST | 625,920 | 29.5% |
LOAD_FAST_AND_CLEAR | 480,960 | 22.7% |
FOR_ITER | 433,920 | 20.5% |
EXTENDED_ARG | 241,020 | 11.4% |
FOR_ITER_TUPLE | 192,960 | 9.1% |
Successors and predecessors for INTERPRETER_EXIT
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 2,080,320 | 66.2% |
RETURN_CONST | 965,760 | 30.7% |
YIELD_VALUE | 96,000 | 3.1% |
Successors and predecessors for MAKE_FUNCTION
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 385,980 | 100.0% |
Successors | Count | Percentage |
---|---|---|
SET_FUNCTION_ATTRIBUTE | 385,980 | 100.0% |
Successors and predecessors for NOP
Predecessors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 821,760 | 37.8% |
RESUME_CHECK | 532,800 | 24.5% |
STORE_FAST | 482,880 | 22.2% |
STORE_DEREF | 144,960 | 6.7% |
STORE_ATTR_INSTANCE_VALUE | 144,960 | 6.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,837,500 | 84.5% |
LOAD_FAST_LOAD_FAST | 192,960 | 8.9% |
LOAD_DEREF | 144,960 | 6.7% |
Successors and predecessors for POP_EXCEPT
Predecessors | Count | Percentage |
---|---|---|
POP_TOP | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
JUMP_BACKWARD_NO_INTERRUPT | 144,960 | 100.0% |
Successors and predecessors for POP_TOP
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 2,900,280 | 50.9% |
POP_JUMP_IF_TRUE | 869,760 | 15.3% |
POP_JUMP_IF_FALSE | 627,840 | 11.0% |
CALL_METHOD_DESCRIPTOR_FAST | 289,920 | 5.1% |
CALL_NON_PY_GENERAL | 241,980 | 4.2% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,854,200 | 50.0% |
RETURN_CONST | 1,594,740 | 28.0% |
LOAD_CONST | 435,840 | 7.6% |
ENTER_EXECUTOR | 192,000 | 3.4% |
POP_EXCEPT | 144,960 | 2.5% |
Successors and predecessors for PUSH_EXC_INFO
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_BUILTIN | 144,960 | 100.0% |
Successors and predecessors for PUSH_NULL
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_MODULE | 1,354,680 | 45.2% |
LOAD_FAST | 772,440 | 25.8% |
LOAD_ATTR | 482,880 | 16.1% |
LOAD_DEREF | 241,020 | 8.0% |
LOAD_ATTR_CLASS | 144,960 | 4.8% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,642,200 | 54.8% |
LOAD_FAST_LOAD_FAST | 627,900 | 21.0% |
LOAD_GLOBAL_MODULE | 241,920 | 8.1% |
LOAD_CONST | 192,960 | 6.4% |
CALL_NON_PY_GENERAL | 146,000 | 4.9% |
Successors and predecessors for RETURN_GENERATOR
Predecessors | Count | Percentage |
---|---|---|
COPY_FREE_VARS | 96,000 | 66.7% |
CALL_PY_EXACT_ARGS | 48,000 | 33.3% |
Successors | Count | Percentage |
---|---|---|
CALL_NON_PY_GENERAL | 96,000 | 66.7% |
GET_ITER | 48,000 | 33.3% |
Successors and predecessors for RETURN_VALUE
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 2,464,380 | 23.6% |
LOAD_FAST | 2,128,440 | 20.4% |
ENTER_EXECUTOR | 722,877 | 6.9% |
CALL_NON_PY_GENERAL | 675,900 | 6.5% |
EXIT_INIT_CHECK | 482,880 | 4.6% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 2,509,560 | 24.0% |
RETURN_VALUE | 2,464,380 | 23.6% |
INTERPRETER_EXIT | 2,080,320 | 19.9% |
LOAD_FAST | 1,062,720 | 10.2% |
COPY | 484,800 | 4.6% |
Successors and predecessors for STORE_SUBSCR
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 144,960 | 100.0% |
STORE_SUBSCR | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 144,960 | 100.0% |
STORE_SUBSCR | 40 | 0.0% |
Successors and predecessors for TO_BOOL
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,208,720 | 44.0% |
LOAD_ATTR | 552,960 | 20.1% |
LOAD_ATTR_SLOT | 434,880 | 15.8% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 344,640 | 12.5% |
LOAD_ATTR_INSTANCE_VALUE | 145,020 | 5.3% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 1,670,940 | 60.8% |
POP_JUMP_IF_TRUE | 945,200 | 34.4% |
EXTENDED_ARG | 118,560 | 4.3% |
TO_BOOL | 12,360 | 0.4% |
TO_BOOL_NONE | 1,440 | 0.1% |
Successors and predecessors for UNARY_NOT
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_ALWAYS_TRUE | 289,920 | 60.0% |
TO_BOOL_BOOL | 192,960 | 40.0% |
Successors | Count | Percentage |
---|---|---|
COPY | 337,920 | 70.0% |
STORE_FAST | 144,960 | 30.0% |
Successors and predecessors for BINARY_OP
Predecessors | Count | Percentage |
---|---|---|
BUILD_SET | 240,960 | 38.4% |
BUILD_TUPLE | 144,960 | 23.1% |
LOAD_ATTR_MODULE | 144,960 | 23.1% |
LOAD_FAST | 96,000 | 15.3% |
BINARY_OP | 280 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 240,960 | 38.4% |
SWAP | 240,960 | 38.4% |
STORE_FAST | 144,960 | 23.1% |
BINARY_OP | 280 | 0.0% |
Successors and predecessors for BUILD_LIST
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 578,940 | 30.0% |
SWAP | 480,960 | 24.9% |
LOAD_FAST_LOAD_FAST | 192,960 | 10.0% |
RETURN_VALUE | 144,960 | 7.5% |
BUILD_TUPLE | 144,960 | 7.5% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 628,800 | 32.6% |
SWAP | 480,960 | 24.9% |
RETURN_VALUE | 433,920 | 22.5% |
STORE_FAST | 338,880 | 17.6% |
BUILD_TUPLE | 48,000 | 2.5% |
Successors and predecessors for BUILD_MAP
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 676,320 | 51.8% |
CALL_INTRINSIC_1 | 434,880 | 33.3% |
POP_JUMP_IF_FALSE | 144,960 | 11.1% |
BUILD_TUPLE | 48,960 | 3.8% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,160,160 | 88.9% |
STORE_FAST | 144,960 | 11.1% |
Successors and predecessors for BUILD_SET
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR | 144,960 | 60.2% |
LOAD_FAST | 48,000 | 19.9% |
LOAD_ATTR_INSTANCE_VALUE | 48,000 | 19.9% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP | 240,960 | 100.0% |
Successors and predecessors for BUILD_TUPLE
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR | 2,696,640 | 57.7% |
LOAD_FAST | 1,206,780 | 25.8% |
LOAD_FAST_LOAD_FAST | 242,940 | 5.2% |
RETURN_VALUE | 192,960 | 4.1% |
LOAD_ATTR_MODULE | 144,960 | 3.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 3,275,580 | 70.0% |
RETURN_VALUE | 289,923 | 6.2% |
STORE_FAST | 289,920 | 6.2% |
BINARY_OP | 144,960 | 3.1% |
BUILD_LIST | 144,960 | 3.1% |
Successors and predecessors for CALL
Predecessors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 95,520 | 65.7% |
LOAD_ATTR_METHOD_WITH_VALUES | 49,440 | 34.0% |
CALL | 200 | 0.1% |
LOAD_FAST_LOAD_FAST | 60 | 0.0% |
PUSH_NULL | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 144,960 | 99.7% |
CALL | 200 | 0.1% |
CALL_PY_EXACT_ARGS | 80 | 0.1% |
CALL_NON_PY_GENERAL | 60 | 0.0% |
CALL_BUILTIN_CLASS | 20 | 0.0% |
Successors and predecessors for CALL_FUNCTION_EX
Predecessors | Count | Percentage |
---|---|---|
DICT_MERGE | 1,160,160 | 75.1% |
ENTER_EXECUTOR | 192,480 | 12.5% |
CALL_INTRINSIC_1 | 145,020 | 9.4% |
LOAD_FAST | 48,060 | 3.1% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 434,940 | 28.1% |
COPY_FREE_VARS | 385,920 | 25.0% |
RETURN_VALUE | 337,920 | 21.9% |
STORE_FAST | 241,920 | 15.7% |
POP_TOP | 144,960 | 9.4% |
Successors and predecessors for CALL_INTRINSIC_1
Predecessors | Count | Percentage |
---|---|---|
LIST_EXTEND | 579,900 | 100.0% |
Successors | Count | Percentage |
---|---|---|
BUILD_MAP | 434,880 | 75.0% |
CALL_FUNCTION_EX | 145,020 | 25.0% |
Successors and predecessors for CALL_KW
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 96,000 | 99.9% |
CALL_KW | 80 | 0.1% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 96,000 | 99.9% |
CALL_KW | 80 | 0.1% |
Successors and predecessors for COMPARE_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 289,920 | 70.5% |
LOAD_CONST | 96,960 | 23.6% |
BINARY_SUBSCR_DICT | 24,000 | 5.8% |
COMPARE_OP | 130 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 289,920 | 70.5% |
RETURN_VALUE | 96,960 | 23.6% |
POP_JUMP_IF_TRUE | 24,000 | 5.8% |
COMPARE_OP | 130 | 0.0% |
Successors and predecessors for CONTAINS_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR | 386,880 | 57.1% |
LOAD_FAST | 144,960 | 21.4% |
LOAD_FAST_LOAD_FAST | 144,960 | 21.4% |
CONTAINS_OP | 200 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 676,800 | 100.0% |
CONTAINS_OP | 200 | 0.0% |
Successors and predecessors for COPY
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,062,720 | 29.7% |
LOAD_ATTR_INSTANCE_VALUE | 531,840 | 14.9% |
RETURN_VALUE | 484,800 | 13.6% |
UNARY_NOT | 337,920 | 9.4% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 241,920 | 6.8% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 917,760 | 25.7% |
LOAD_FAST | 629,760 | 17.6% |
LOAD_ATTR_INSTANCE_VALUE | 627,840 | 17.6% |
TO_BOOL_NONE | 435,960 | 12.2% |
TO_BOOL_ALWAYS_TRUE | 386,880 | 10.8% |
Successors and predecessors for COPY_FREE_VARS
Predecessors | Count | Percentage |
---|---|---|
CALL_FUNCTION_EX | 385,920 | 40.0% |
CALL_PY_GENERAL | 289,920 | 30.1% |
CALL_PY_EXACT_ARGS | 192,060 | 19.9% |
CACHE | 48,000 | 5.0% |
CALL_KW_PY | 48,000 | 5.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 626,940 | 65.0% |
MAKE_CELL | 240,960 | 25.0% |
RETURN_GENERATOR | 96,000 | 10.0% |
Successors and predecessors for DELETE_ATTR
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 144,960 | 100.0% |
Successors and predecessors for DICT_MERGE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,160,160 | 100.0% |
Successors | Count | Percentage |
---|---|---|
CALL_FUNCTION_EX | 1,160,160 | 100.0% |
Successors and predecessors for EXTENDED_ARG
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 241,020 | 29.4% |
LOAD_FAST | 144,960 | 17.7% |
TO_BOOL_BOOL | 144,960 | 17.7% |
TO_BOOL | 118,560 | 14.4% |
STORE_FAST | 97,120 | 11.8% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 192,960 | 23.5% |
POP_JUMP_IF_NONE | 144,960 | 17.7% |
POP_JUMP_IF_TRUE | 144,960 | 17.7% |
FOR_ITER_LIST | 144,960 | 17.7% |
JUMP_FORWARD | 96,960 | 11.8% |
Successors and predecessors for FOR_ITER
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 433,920 | 81.8% |
EXTENDED_ARG | 96,000 | 18.1% |
FOR_ITER | 260 | 0.0% |
JUMP_BACKWARD | 65 | 0.0% |
Successors | Count | Percentage |
---|---|---|
UNPACK_SEQUENCE_TWO_TUPLE | 240,000 | 45.3% |
STORE_FAST | 192,960 | 36.4% |
LOAD_FAST | 49,020 | 9.2% |
STORE_FAST_LOAD_FAST | 48,000 | 9.1% |
FOR_ITER | 260 | 0.0% |
Successors and predecessors for IS_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 820,800 | 46.0% |
LOAD_FAST | 192,960 | 10.8% |
LOAD_FAST_LOAD_FAST | 192,960 | 10.8% |
LOAD_CONST | 145,020 | 8.1% |
LOAD_ATTR_MODULE | 144,960 | 8.1% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 1,446,720 | 81.1% |
POP_JUMP_IF_TRUE | 192,960 | 10.8% |
COPY | 144,960 | 8.1% |
STORE_FAST | 60 | 0.0% |
Successors and predecessors for JUMP_BACKWARD
Predecessors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 307 | 58.3% |
EXTENDED_ARG | 160 | 30.4% |
POP_TOP | 60 | 11.4% |
Successors | Count | Percentage |
---|---|---|
FOR_ITER_LIST | 302 | 57.3% |
EXTENDED_ARG | 140 | 26.6% |
FOR_ITER | 65 | 12.3% |
POP_TOP | 20 | 3.8% |
Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT
Predecessors | Count | Percentage |
---|---|---|
POP_EXCEPT | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 144,960 | 100.0% |
Successors and predecessors for JUMP_FORWARD
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 433,980 | 56.2% |
EXTENDED_ARG | 96,960 | 12.6% |
STORE_ATTR | 96,960 | 12.6% |
LOAD_DEREF | 96,000 | 12.4% |
POP_TOP | 48,000 | 6.2% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 481,980 | 62.4% |
LOAD_FAST_LOAD_FAST | 144,960 | 18.8% |
YIELD_VALUE | 96,000 | 12.4% |
LOAD_GLOBAL_MODULE | 48,960 | 6.3% |
Successors and predecessors for LIST_APPEND
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 192,000 | 44.4% |
BINARY_SUBSCR_DICT | 96,000 | 22.2% |
LOAD_ATTR | 48,000 | 11.1% |
LOAD_FAST | 48,000 | 11.1% |
STORE_FAST_LOAD_FAST | 48,000 | 11.1% |
Successors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 432,000 | 100.0% |
Successors and predecessors for LIST_EXTEND
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 579,840 | 100.0% |
LOAD_DEREF | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
CALL_INTRINSIC_1 | 579,900 | 100.0% |
Successors and predecessors for LOAD_ATTR
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 8,673,260 | 76.4% |
LOAD_ATTR_INSTANCE_VALUE | 579,880 | 5.1% |
LOAD_GLOBAL_MODULE | 529,960 | 4.7% |
LOAD_DEREF | 434,880 | 3.8% |
LOAD_FAST_LOAD_FAST | 385,940 | 3.4% |
Successors | Count | Percentage |
---|---|---|
BUILD_TUPLE | 2,696,640 | 23.8% |
LOAD_FAST | 2,369,280 | 20.9% |
LOAD_ATTR_METHOD_WITH_VALUES | 869,800 | 7.7% |
STORE_FAST | 626,880 | 5.5% |
TO_BOOL | 552,960 | 4.9% |
Successors and predecessors for LOAD_CONST
Predecessors | Count | Percentage |
---|---|---|
BUILD_TUPLE | 3,275,580 | 24.2% |
LOAD_FAST | 2,076,663 | 15.4% |
LOAD_ATTR_METHOD_WITH_VALUES | 1,207,680 | 8.9% |
LOAD_CONST | 1,063,800 | 7.9% |
RESUME_CHECK | 821,820 | 6.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 6,079,680 | 45.0% |
CALL_KW_PY | 1,401,600 | 10.4% |
LOAD_CONST | 1,063,800 | 7.9% |
CALL_METHOD_DESCRIPTOR_FAST | 966,720 | 7.2% |
STORE_FAST | 870,960 | 6.4% |
Successors and predecessors for LOAD_DEREF
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 771,900 | 18.9% |
STORE_FAST | 627,840 | 15.4% |
LOAD_DEREF | 482,880 | 11.8% |
STORE_ATTR | 289,920 | 7.1% |
POP_JUMP_IF_NOT_NONE | 288,960 | 7.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_DEREF | 482,880 | 11.8% |
LOAD_FAST | 457,920 | 11.2% |
LOAD_ATTR | 434,880 | 10.7% |
LOAD_ATTR_METHOD_WITH_VALUES | 434,880 | 10.7% |
TO_BOOL_BOOL | 337,920 | 8.3% |
Successors and predecessors for LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 10,533,185 | 13.2% |
STORE_FAST | 9,032,885 | 11.3% |
RESUME_CHECK | 7,201,143 | 9.0% |
LOAD_CONST | 6,079,680 | 7.6% |
LOAD_FAST | 3,668,160 | 4.6% |
Successors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 14,171,415 | 17.8% |
LOAD_ATTR | 8,673,260 | 10.9% |
LOAD_ATTR_WITH_HINT | 5,009,530 | 6.3% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 4,440,960 | 5.6% |
LOAD_ATTR_METHOD_WITH_VALUES | 4,203,925 | 5.3% |
Successors and predecessors for LOAD_FAST_AND_CLEAR
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 480,960 | 77.0% |
LOAD_FAST_AND_CLEAR | 144,000 | 23.0% |
Successors | Count | Percentage |
---|---|---|
SWAP | 480,960 | 77.0% |
LOAD_FAST_AND_CLEAR | 144,000 | 23.0% |
Successors and predecessors for LOAD_FAST_CHECK
Predecessors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 144,960 | 33.3% |
STORE_FAST | 144,960 | 33.3% |
LOAD_GLOBAL_MODULE | 144,960 | 33.3% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 144,960 | 33.3% |
LOAD_DEREF | 144,960 | 33.3% |
LOAD_ATTR_METHOD_WITH_VALUES | 144,960 | 33.3% |
Successors and predecessors for LOAD_FAST_LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 1,014,720 | 10.7% |
STORE_ATTR_INSTANCE_VALUE | 1,014,720 | 10.7% |
STORE_ATTR | 916,800 | 9.6% |
LOAD_ATTR_METHOD_WITH_VALUES | 772,860 | 8.1% |
STORE_FAST | 771,840 | 8.1% |
Successors | Count | Percentage |
---|---|---|
STORE_ATTR_INSTANCE_VALUE | 1,738,560 | 18.3% |
STORE_ATTR | 1,447,680 | 15.2% |
LOAD_FAST | 1,061,760 | 11.2% |
STORE_ATTR_SLOT | 964,800 | 10.1% |
CALL_PY_EXACT_ARGS | 627,920 | 6.6% |
Successors and predecessors for LOAD_GLOBAL
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 40 | 50.0% |
RESUME_CHECK | 40 | 50.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 60 | 75.0% |
LOAD_GLOBAL_BUILTIN | 20 | 25.0% |
Successors and predecessors for MAKE_CELL
Predecessors | Count | Percentage |
---|---|---|
MAKE_CELL | 675,840 | 56.0% |
COPY_FREE_VARS | 240,960 | 20.0% |
CALL_ALLOC_AND_ENTER_INIT | 144,960 | 12.0% |
CALL_BOUND_METHOD_EXACT_ARGS | 144,960 | 12.0% |
CALL_PY_GENERAL | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
MAKE_CELL | 675,840 | 56.0% |
RESUME_CHECK | 530,940 | 44.0% |
Successors and predecessors for POP_JUMP_IF_FALSE
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 7,346,885 | 47.1% |
TO_BOOL_NONE | 1,836,600 | 11.8% |
TO_BOOL | 1,670,940 | 10.7% |
IS_OP | 1,446,720 | 9.3% |
TO_BOOL_ALWAYS_TRUE | 965,760 | 6.2% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 10,533,185 | 67.5% |
LOAD_GLOBAL_MODULE | 965,760 | 6.2% |
NOP | 821,760 | 5.3% |
LOAD_CONST | 628,800 | 4.0% |
POP_TOP | 627,840 | 4.0% |
Successors and predecessors for POP_JUMP_IF_NONE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,254,720 | 72.2% |
LOAD_ATTR_INSTANCE_VALUE | 241,920 | 13.9% |
EXTENDED_ARG | 144,960 | 8.3% |
LOAD_DEREF | 96,000 | 5.5% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,400,640 | 80.6% |
LOAD_GLOBAL_MODULE | 192,960 | 11.1% |
LOAD_DEREF | 96,000 | 5.5% |
LOAD_FAST_LOAD_FAST | 48,000 | 2.8% |
Successors and predecessors for POP_JUMP_IF_NOT_NONE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,402,620 | 51.4% |
LOAD_ATTR_INSTANCE_VALUE | 676,800 | 24.8% |
BINARY_SUBSCR_DICT | 554,880 | 20.3% |
LOAD_DEREF | 96,000 | 3.5% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,837,440 | 67.3% |
LOAD_DEREF | 288,960 | 10.6% |
LOAD_FAST_LOAD_FAST | 192,960 | 7.1% |
ENTER_EXECUTOR | 168,960 | 6.2% |
LOAD_CONST | 145,020 | 5.3% |
Successors and predecessors for POP_JUMP_IF_TRUE
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 3,384,060 | 57.6% |
TO_BOOL | 945,200 | 16.1% |
TO_BOOL_NONE | 579,840 | 9.9% |
TO_BOOL_LIST | 359,440 | 6.1% |
TO_BOOL_ALWAYS_TRUE | 241,920 | 4.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 3,625,920 | 61.7% |
POP_TOP | 869,760 | 14.8% |
LOAD_GLOBAL_MODULE | 386,880 | 6.6% |
RETURN_CONST | 337,920 | 5.8% |
ENTER_EXECUTOR | 169,920 | 2.9% |
Successors and predecessors for RETURN_CONST
Predecessors | Count | Percentage |
---|---|---|
POP_TOP | 1,594,740 | 35.1% |
RESUME_CHECK | 676,800 | 14.9% |
STORE_ATTR_INSTANCE_VALUE | 531,840 | 11.7% |
STORE_ATTR | 482,880 | 10.6% |
STORE_ATTR_SLOT | 482,880 | 10.6% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 2,900,280 | 63.9% |
INTERPRETER_EXIT | 965,760 | 21.3% |
EXIT_INIT_CHECK | 482,880 | 10.6% |
RETURN_VALUE | 192,960 | 4.2% |
STORE_FAST | 60 | 0.0% |
Successors and predecessors for SET_FUNCTION_ATTRIBUTE
Predecessors | Count | Percentage |
---|---|---|
MAKE_FUNCTION | 385,980 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 145,020 | 37.6% |
CALL_NON_PY_GENERAL | 144,960 | 37.6% |
LOAD_DEREF | 96,000 | 24.9% |
Successors and predecessors for STORE_ATTR
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,950,095 | 61.6% |
LOAD_FAST_LOAD_FAST | 1,447,680 | 30.3% |
SWAP | 240,960 | 5.0% |
LOAD_DEREF | 144,960 | 3.0% |
STORE_ATTR | 1,720 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,415,365 | 50.5% |
LOAD_FAST_LOAD_FAST | 916,800 | 19.2% |
RETURN_CONST | 482,880 | 10.1% |
LOAD_DEREF | 289,920 | 6.1% |
LOAD_GLOBAL_BUILTIN | 193,925 | 4.1% |
Successors and predecessors for STORE_DEREF
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 434,880 | 81.9% |
CALL_NON_PY_GENERAL | 48,060 | 9.1% |
LOAD_CONST | 48,000 | 9.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 193,020 | 36.4% |
NOP | 144,960 | 27.3% |
LOAD_GLOBAL_MODULE | 144,960 | 27.3% |
LOAD_DEREF | 48,000 | 9.0% |
Successors and predecessors for STORE_FAST
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 2,509,560 | 18.8% |
LOAD_ATTR_INSTANCE_VALUE | 1,209,720 | 9.0% |
LOAD_CONST | 870,960 | 6.5% |
CALL_METHOD_DESCRIPTOR_FAST | 772,800 | 5.8% |
CALL_NON_PY_GENERAL | 676,320 | 5.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 9,032,885 | 67.5% |
LOAD_FAST_LOAD_FAST | 771,840 | 5.8% |
LOAD_GLOBAL_MODULE | 677,040 | 5.1% |
LOAD_DEREF | 627,840 | 4.7% |
LOAD_GLOBAL_BUILTIN | 627,400 | 4.7% |
Successors and predecessors for STORE_FAST_LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
FOR_ITER | 48,000 | 50.0% |
FOR_ITER_LIST | 48,000 | 50.0% |
Successors | Count | Percentage |
---|---|---|
LIST_APPEND | 48,000 | 50.0% |
LOAD_ATTR | 48,000 | 50.0% |
Successors and predecessors for STORE_FAST_STORE_FAST
Predecessors | Count | Percentage |
---|---|---|
UNPACK_SEQUENCE_TWO_TUPLE | 384,060 | 39.8% |
UNPACK_SEQUENCE_TUPLE | 289,920 | 30.1% |
UNPACK_SEQUENCE | 144,960 | 15.0% |
LOAD_ATTR_WITH_HINT | 144,960 | 15.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 481,020 | 49.9% |
STORE_FAST | 434,880 | 45.1% |
NOP | 48,000 | 5.0% |
Successors and predecessors for SWAP
Predecessors | Count | Percentage |
---|---|---|
BUILD_LIST | 480,960 | 27.0% |
LOAD_FAST_AND_CLEAR | 480,960 | 27.0% |
BINARY_OP_ADD_INT | 434,880 | 24.4% |
BINARY_OP | 240,960 | 13.5% |
BINARY_OP_SUBTRACT_INT | 96,960 | 5.4% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 480,960 | 27.0% |
BUILD_LIST | 480,960 | 27.0% |
STORE_ATTR_INSTANCE_VALUE | 386,880 | 21.7% |
STORE_ATTR | 240,960 | 13.5% |
STORE_ATTR_SLOT | 144,960 | 8.1% |
Successors and predecessors for UNPACK_SEQUENCE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 144,960 | 100.0% |
UNPACK_SEQUENCE | 40 | 0.0% |
CALL_METHOD_DESCRIPTOR_NOARGS | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 144,960 | 100.0% |
UNPACK_SEQUENCE | 40 | 0.0% |
UNPACK_SEQUENCE_TWO_TUPLE | 20 | 0.0% |
Successors and predecessors for YIELD_VALUE
Predecessors | Count | Percentage |
---|---|---|
JUMP_FORWARD | 96,000 | 66.7% |
LOAD_FAST | 48,000 | 33.3% |
Successors | Count | Percentage |
---|---|---|
INTERPRETER_EXIT | 96,000 | 66.7% |
STORE_FAST | 48,000 | 33.3% |
Successors and predecessors for BINARY_OP_ADD_FLOAT
Predecessors | Count | Percentage |
---|---|---|
BINARY_OP_SUBTRACT_FLOAT | 480 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 480 | 100.0% |
Successors and predecessors for BINARY_OP_ADD_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 434,880 | 100.0% |
Successors | Count | Percentage |
---|---|---|
SWAP | 434,880 | 100.0% |
Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 480 | 100.0% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_FLOAT | 480 | 100.0% |
Successors and predecessors for BINARY_OP_SUBTRACT_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 96,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
SWAP | 96,960 | 100.0% |
Successors and predecessors for BINARY_SUBSCR_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 940,800 | 64.0% |
LOAD_FAST_LOAD_FAST | 240,960 | 16.4% |
CALL_NON_PY_GENERAL | 144,960 | 9.9% |
LOAD_ATTR_INSTANCE_VALUE | 96,000 | 6.5% |
BUILD_TUPLE | 48,000 | 3.3% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_NOT_NONE | 554,880 | 37.7% |
RETURN_VALUE | 482,880 | 32.8% |
STORE_FAST | 192,960 | 13.1% |
LIST_APPEND | 96,000 | 6.5% |
LOAD_FAST | 96,000 | 6.5% |
Successors and predecessors for BINARY_SUBSCR_GETITEM
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 144,960 | 100.0% |
Successors and predecessors for BINARY_SUBSCR_LIST_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 336,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 144,960 | 43.0% |
CALL_BUILTIN_FAST_WITH_KEYWORDS | 96,000 | 28.5% |
CALL_PY_EXACT_ARGS | 96,000 | 28.5% |
Successors and predecessors for BINARY_SUBSCR_TUPLE_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 145,000 | 100.0% |
BINARY_SUBSCR | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 145,020 | 100.0% |
Successors and predecessors for CALL_ALLOC_AND_ENTER_INIT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 192,960 | 40.0% |
LOAD_DEREF | 144,960 | 30.0% |
LOAD_FAST_LOAD_FAST | 144,960 | 30.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 337,920 | 70.0% |
MAKE_CELL | 144,960 | 30.0% |
Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 240,960 | 62.4% |
PUSH_NULL | 144,960 | 37.6% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 240,960 | 62.4% |
MAKE_CELL | 144,960 | 37.6% |
Successors and predecessors for CALL_BOUND_METHOD_GENERAL
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 144,960 | 100.0% |
Successors and predecessors for CALL_BUILTIN_CLASS
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_SLOT | 482,880 | 40.0% |
LOAD_FAST | 241,960 | 20.0% |
LOAD_ATTR | 192,960 | 16.0% |
POP_JUMP_IF_FALSE | 96,960 | 8.0% |
LOAD_ATTR_INSTANCE_VALUE | 96,960 | 8.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 482,880 | 40.0% |
LOAD_FAST | 386,880 | 32.0% |
STORE_FAST | 192,960 | 16.0% |
GET_ITER | 145,020 | 12.0% |
Successors and predecessors for CALL_BUILTIN_FAST
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_MODULE | 337,920 | 58.3% |
LOAD_FAST | 241,920 | 41.7% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 337,920 | 58.3% |
RETURN_VALUE | 241,920 | 41.7% |
Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS
Predecessors | Count | Percentage |
---|---|---|
BINARY_SUBSCR_LIST_INT | 96,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 96,000 | 100.0% |
Successors and predecessors for CALL_BUILTIN_O
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 289,920 | 85.6% |
ENTER_EXECUTOR | 47,698 | 14.1% |
CALL_BUILTIN_O | 920 | 0.3% |
STORE_FAST | 302 | 0.1% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 144,960 | 42.8% |
TO_BOOL_BOOL | 144,960 | 42.8% |
RETURN_VALUE | 48,000 | 14.2% |
CALL_BUILTIN_O | 920 | 0.3% |
Successors and predecessors for CALL_ISINSTANCE
Predecessors | Count | Percentage |
---|---|---|
BUILD_TUPLE | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 144,960 | 100.0% |
Successors and predecessors for CALL_KW_NON_PY
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 144,960 | 100.0% |
Successors and predecessors for CALL_KW_PY
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 1,401,600 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 1,353,600 | 96.6% |
COPY_FREE_VARS | 48,000 | 3.4% |
Successors and predecessors for CALL_LEN
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 96,005 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 96,005 | 100.0% |
Successors and predecessors for CALL_LIST_APPEND
Predecessors | Count | Percentage |
---|---|---|
CALL_TUPLE_1 | 48,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 48,960 | 100.0% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 966,720 | 68.1% |
LOAD_FAST | 144,960 | 10.2% |
LOAD_FAST_LOAD_FAST | 144,960 | 10.2% |
LOAD_ATTR_INSTANCE_VALUE | 144,960 | 10.2% |
CALL_METHOD_DESCRIPTOR_FAST | 18,540 | 1.3% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 772,800 | 54.4% |
POP_TOP | 289,920 | 20.4% |
LOAD_FAST | 144,960 | 10.2% |
LOAD_CONST | 96,960 | 6.8% |
RETURN_VALUE | 48,960 | 3.4% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_NO_DICT | 241,960 | 100.0% |
CALL | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 144,960 | 59.9% |
POP_TOP | 96,960 | 40.1% |
UNPACK_SEQUENCE_TWO_TUPLE | 40 | 0.0% |
UNPACK_SEQUENCE | 20 | 0.0% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_O
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 48,000 | 99.9% |
BUILD_TUPLE | 40 | 0.1% |
CALL | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 48,060 | 100.0% |
Successors and predecessors for CALL_NON_PY_GENERAL
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 772,800 | 32.0% |
LOAD_ATTR | 531,840 | 22.0% |
LOAD_FAST_LOAD_FAST | 289,960 | 12.0% |
PUSH_NULL | 146,000 | 6.0% |
BUILD_TUPLE | 144,960 | 6.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 676,320 | 28.0% |
RETURN_VALUE | 675,900 | 28.0% |
POP_TOP | 241,980 | 10.0% |
LOAD_FAST | 145,440 | 6.0% |
COPY | 144,960 | 6.0% |
Successors and predecessors for CALL_PY_EXACT_ARGS
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_WITH_VALUES | 2,028,480 | 34.4% |
LOAD_FAST | 1,933,440 | 32.8% |
LOAD_FAST_LOAD_FAST | 627,920 | 10.6% |
LOAD_ATTR_MODULE | 289,920 | 4.9% |
LOAD_ATTR_INSTANCE_VALUE | 145,000 | 2.5% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 5,653,620 | 95.9% |
COPY_FREE_VARS | 192,060 | 3.3% |
RETURN_GENERATOR | 48,000 | 0.8% |
CALL_PY_EXACT_ARGS | 3,760 | 0.1% |
Successors and predecessors for CALL_PY_GENERAL
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_WITH_VALUES | 725,480 | 50.1% |
LOAD_FAST | 337,920 | 23.3% |
LOAD_CONST | 241,000 | 16.6% |
LOAD_ATTR_INSTANCE_VALUE | 144,960 | 10.0% |
CALL | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 1,063,400 | 73.4% |
COPY_FREE_VARS | 289,920 | 20.0% |
ENTER_EXECUTOR | 96,000 | 6.6% |
MAKE_CELL | 60 | 0.0% |
Successors and predecessors for CALL_STR_1
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
COPY | 144,960 | 100.0% |
Successors and predecessors for CALL_TUPLE_1
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 289,920 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_BUILTIN | 144,960 | 50.0% |
LOAD_FAST | 96,000 | 33.1% |
CALL_LIST_APPEND | 48,960 | 16.9% |
Successors and predecessors for COMPARE_OP_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 337,925 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 241,920 | 71.6% |
STORE_FAST | 96,000 | 28.4% |
LOAD_FAST | 5 | 0.0% |
Successors and predecessors for CONTAINS_OP_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 192,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 192,000 | 100.0% |
Successors and predecessors for CONTAINS_OP_SET
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 48,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 48,000 | 100.0% |
Successors and predecessors for FOR_ITER_GEN
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 48,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 48,000 | 100.0% |
Successors and predecessors for FOR_ITER_LIST
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 625,920 | 81.2% |
EXTENDED_ARG | 144,960 | 18.8% |
JUMP_BACKWARD | 302 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 433,920 | 56.3% |
UNPACK_SEQUENCE_TUPLE | 144,960 | 18.8% |
UNPACK_SEQUENCE_TWO_TUPLE | 144,000 | 18.7% |
STORE_FAST_LOAD_FAST | 48,000 | 6.2% |
SWAP | 302 | 0.0% |
Successors and predecessors for FOR_ITER_RANGE
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 960 | 82.8% |
EXTENDED_ARG | 200 | 17.2% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 1,160 | 100.0% |
Successors and predecessors for FOR_ITER_TUPLE
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 192,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 192,960 | 100.0% |
Successors and predecessors for LOAD_ATTR_CLASS
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_BUILTIN | 434,880 | 37.5% |
LOAD_FAST | 337,920 | 29.1% |
LOAD_ATTR_MODULE | 192,960 | 16.6% |
LOAD_GLOBAL_MODULE | 144,960 | 12.5% |
LOAD_ATTR_SLOT | 48,000 | 4.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 482,880 | 41.6% |
LOAD_FAST_LOAD_FAST | 192,960 | 16.6% |
LOAD_GLOBAL_MODULE | 192,960 | 16.6% |
PUSH_NULL | 144,960 | 12.5% |
TO_BOOL_BOOL | 144,960 | 12.5% |
Successors and predecessors for LOAD_ATTR_CLASS_WITH_METACLASS_CHECK
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 96,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 48,000 | 50.0% |
STORE_FAST | 48,000 | 50.0% |
Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 14,171,415 | 88.1% |
LOAD_ATTR_INSTANCE_VALUE | 856,300 | 5.3% |
COPY | 627,840 | 3.9% |
LOAD_FAST_LOAD_FAST | 337,960 | 2.1% |
LOAD_ATTR_WITH_HINT | 97,100 | 0.6% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 3,237,355 | 20.1% |
TO_BOOL_BOOL | 1,936,560 | 12.0% |
STORE_FAST | 1,209,720 | 7.5% |
LOAD_ATTR_METHOD_WITH_VALUES | 1,015,680 | 6.3% |
TO_BOOL_NONE | 918,720 | 5.7% |
Successors and predecessors for LOAD_ATTR_METHOD_LAZY_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 48,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 48,000 | 100.0% |
Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 821,760 | 68.0% |
LOAD_GLOBAL_MODULE | 144,960 | 12.0% |
LOAD_ATTR_WITH_HINT | 143,880 | 11.9% |
LOAD_ATTR_INSTANCE_VALUE | 98,120 | 8.1% |
LOAD_ATTR | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 337,920 | 28.0% |
LOAD_FAST_LOAD_FAST | 241,980 | 20.0% |
CALL_METHOD_DESCRIPTOR_NOARGS | 241,960 | 20.0% |
LOAD_CONST | 144,960 | 12.0% |
CALL_PY_EXACT_ARGS | 144,960 | 12.0% |
Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 4,203,925 | 59.8% |
LOAD_ATTR_INSTANCE_VALUE | 1,015,680 | 14.4% |
LOAD_ATTR | 869,800 | 12.4% |
LOAD_DEREF | 434,880 | 6.2% |
LOAD_FAST_CHECK | 144,960 | 2.1% |
Successors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 2,028,480 | 28.8% |
LOAD_FAST | 1,933,500 | 27.5% |
LOAD_CONST | 1,207,680 | 17.2% |
LOAD_FAST_LOAD_FAST | 772,860 | 11.0% |
CALL_PY_GENERAL | 725,480 | 10.3% |
Successors and predecessors for LOAD_ATTR_MODULE
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 3,336,086 | 97.2% |
LOAD_ATTR_WITH_HINT | 96,960 | 2.8% |
LOAD_ATTR | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
PUSH_NULL | 1,354,680 | 39.5% |
CALL_BUILTIN_FAST | 337,920 | 9.8% |
CALL_PY_EXACT_ARGS | 289,920 | 8.4% |
LOAD_GLOBAL_MODULE | 289,920 | 8.4% |
LOAD_FAST | 192,960 | 5.6% |
Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_NO_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 171,360 | 99.3% |
LOAD_ATTR_INSTANCE_VALUE | 740 | 0.4% |
LOAD_ATTR | 480 | 0.3% |
Successors | Count | Percentage |
---|---|---|
COPY | 144,960 | 84.0% |
TO_BOOL_NONE | 25,920 | 15.0% |
TO_BOOL_BOOL | 720 | 0.4% |
TO_BOOL | 480 | 0.3% |
LOAD_ATTR | 480 | 0.3% |
Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 4,440,960 | 71.3% |
LOAD_ATTR_INSTANCE_VALUE | 821,980 | 13.2% |
LOAD_ATTR_WITH_HINT | 771,840 | 12.4% |
LOAD_ATTR | 144,960 | 2.3% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 47,080 | 0.8% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,265,600 | 36.4% |
TO_BOOL_BOOL | 2,223,600 | 35.7% |
TO_BOOL | 344,640 | 5.5% |
STORE_FAST | 337,920 | 5.4% |
COPY | 241,920 | 3.9% |
Successors and predecessors for LOAD_ATTR_PROPERTY
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 337,920 | 53.7% |
LOAD_ATTR_INSTANCE_VALUE | 242,880 | 38.6% |
LOAD_FAST_LOAD_FAST | 48,000 | 7.6% |
LOAD_ATTR_PROPERTY | 960 | 0.2% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 578,880 | 91.9% |
STORE_FAST | 49,920 | 7.9% |
LOAD_ATTR_PROPERTY | 960 | 0.2% |
Successors and predecessors for LOAD_ATTR_SLOT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,930,560 | 62.5% |
LOAD_ATTR | 434,880 | 14.1% |
LOAD_ATTR_WITH_HINT | 240,960 | 7.8% |
LOAD_ATTR_SLOT | 146,880 | 4.8% |
COPY | 144,960 | 4.7% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 578,880 | 18.7% |
LOAD_FAST | 482,880 | 15.6% |
CALL_BUILTIN_CLASS | 482,880 | 15.6% |
TO_BOOL | 434,880 | 14.1% |
LOAD_ATTR | 289,920 | 9.4% |
Successors and predecessors for LOAD_ATTR_WITH_HINT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 5,009,530 | 91.1% |
LOAD_ATTR_WITH_HINT | 248,560 | 4.5% |
LOAD_FAST_LOAD_FAST | 96,000 | 1.7% |
ENTER_EXECUTOR | 95,999 | 1.7% |
LOAD_ATTR_INSTANCE_VALUE | 48,140 | 0.9% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 1,344,720 | 24.4% |
LOAD_FAST | 1,109,530 | 20.2% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 771,840 | 14.0% |
TO_BOOL_ALWAYS_TRUE | 337,920 | 6.1% |
STORE_FAST | 287,880 | 5.2% |
Successors and predecessors for LOAD_GLOBAL_BUILTIN
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 1,786,560 | 48.7% |
STORE_FAST | 627,400 | 17.1% |
POP_JUMP_IF_FALSE | 481,920 | 13.1% |
STORE_ATTR | 193,925 | 5.3% |
LOAD_FAST | 192,960 | 5.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,848,385 | 77.6% |
LOAD_ATTR_CLASS | 434,880 | 11.9% |
LOAD_GLOBAL_MODULE | 192,960 | 5.3% |
CHECK_EXC_MATCH | 144,960 | 4.0% |
CALL_BUILTIN_CLASS | 48,000 | 1.3% |
Successors and predecessors for LOAD_GLOBAL_MODULE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,883,040 | 22.4% |
RESUME_CHECK | 1,447,761 | 17.2% |
POP_JUMP_IF_FALSE | 965,760 | 11.5% |
STORE_FAST | 677,040 | 8.1% |
LOAD_ATTR_INSTANCE_VALUE | 434,880 | 5.2% |
Successors | Count | Percentage |
---|---|---|
LOAD_ATTR_MODULE | 3,336,086 | 39.7% |
LOAD_FAST | 1,351,680 | 16.1% |
IS_OP | 820,800 | 9.8% |
LOAD_FAST_LOAD_FAST | 627,900 | 7.5% |
LOAD_ATTR | 529,960 | 6.3% |
Successors and predecessors for LOAD_SUPER_ATTR_METHOD
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 192,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 96,960 | 50.2% |
LOAD_FAST_LOAD_FAST | 96,000 | 49.8% |
Successors and predecessors for RESUME_CHECK
Predecessors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 5,653,620 | 39.0% |
CACHE | 2,998,140 | 20.7% |
CALL_KW_PY | 1,353,600 | 9.3% |
CALL_PY_GENERAL | 1,063,400 | 7.3% |
COPY_FREE_VARS | 626,940 | 4.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 7,201,143 | 49.7% |
LOAD_GLOBAL_BUILTIN | 1,786,560 | 12.3% |
LOAD_GLOBAL_MODULE | 1,447,761 | 10.0% |
LOAD_FAST_LOAD_FAST | 1,014,720 | 7.0% |
LOAD_CONST | 821,820 | 5.7% |
Successors and predecessors for STORE_ATTR_INSTANCE_VALUE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,707,200 | 55.9% |
LOAD_FAST_LOAD_FAST | 1,738,560 | 35.9% |
SWAP | 386,880 | 8.0% |
STORE_ATTR_INSTANCE_VALUE | 9,300 | 0.2% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,319,360 | 47.9% |
LOAD_FAST_LOAD_FAST | 1,014,720 | 21.0% |
LOAD_CONST | 676,800 | 14.0% |
RETURN_CONST | 531,840 | 11.0% |
NOP | 144,960 | 3.0% |
Successors and predecessors for STORE_ATTR_SLOT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 964,800 | 51.2% |
LOAD_FAST | 772,800 | 41.1% |
SWAP | 144,960 | 7.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 723,840 | 38.4% |
LOAD_FAST | 675,840 | 35.9% |
RETURN_CONST | 482,880 | 25.7% |
Successors and predecessors for STORE_SUBSCR_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 339,840 | 35.2% |
LOAD_FAST | 336,960 | 34.9% |
LOAD_ATTR | 144,960 | 15.0% |
LOAD_CONST | 144,960 | 15.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 339,840 | 35.2% |
LOAD_FAST | 337,920 | 35.0% |
LOAD_DEREF | 144,960 | 15.0% |
ENTER_EXECUTOR | 144,000 | 14.9% |
Successors and predecessors for STORE_SUBSCR_LIST_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 144,960 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 144,960 | 100.0% |
Successors and predecessors for TO_BOOL_ALWAYS_TRUE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 772,800 | 50.0% |
COPY | 386,880 | 25.0% |
LOAD_ATTR_WITH_HINT | 337,920 | 21.9% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 48,000 | 3.1% |
TO_BOOL_NONE | 480 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 965,760 | 62.5% |
UNARY_NOT | 289,920 | 18.8% |
POP_JUMP_IF_TRUE | 241,920 | 15.6% |
EXTENDED_ARG | 48,000 | 3.1% |
TO_BOOL_NONE | 480 | 0.0% |
Successors and predecessors for TO_BOOL_BOOL
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,464,360 | 22.3% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 2,223,600 | 20.1% |
LOAD_ATTR_INSTANCE_VALUE | 1,936,560 | 17.5% |
LOAD_ATTR_WITH_HINT | 1,344,720 | 12.1% |
COPY | 917,760 | 8.3% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 7,346,885 | 66.4% |
POP_JUMP_IF_TRUE | 3,384,060 | 30.6% |
UNARY_NOT | 192,960 | 1.7% |
EXTENDED_ARG | 144,960 | 1.3% |
Successors and predecessors for TO_BOOL_LIST
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 482,820 | 53.0% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 235,200 | 25.8% |
LOAD_ATTR_WITH_HINT | 96,000 | 10.5% |
COPY | 95,880 | 10.5% |
TO_BOOL | 980 | 0.1% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 551,400 | 60.5% |
POP_JUMP_IF_TRUE | 359,440 | 39.4% |
TO_BOOL | 980 | 0.1% |
TO_BOOL_NONE | 20 | 0.0% |
Successors and predecessors for TO_BOOL_NONE
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 918,720 | 37.6% |
LOAD_FAST | 868,800 | 35.5% |
COPY | 435,960 | 17.8% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 144,960 | 5.9% |
LOAD_DEREF | 48,000 | 2.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 1,836,600 | 75.1% |
POP_JUMP_IF_TRUE | 579,840 | 23.7% |
EXTENDED_ARG | 26,400 | 1.1% |
TO_BOOL | 1,440 | 0.1% |
TO_BOOL_ALWAYS_TRUE | 480 | 0.0% |
Successors and predecessors for UNPACK_SEQUENCE_TUPLE
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 144,960 | 50.0% |
FOR_ITER_LIST | 144,960 | 50.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 289,920 | 100.0% |
Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE
Predecessors | Count | Percentage |
---|---|---|
FOR_ITER | 240,000 | 62.5% |
FOR_ITER_LIST | 144,000 | 37.5% |
CALL_METHOD_DESCRIPTOR_NOARGS | 40 | 0.0% |
UNPACK_SEQUENCE | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 384,060 | 100.0% |
Successors and predecessors for ENTER_EXECUTOR
Predecessors | Count | Percentage |
---|---|---|
LIST_APPEND | 432,000 | 30.9% |
POP_TOP | 192,000 | 13.7% |
POP_JUMP_IF_TRUE | 169,920 | 12.2% |
POP_JUMP_IF_NOT_NONE | 168,960 | 12.1% |
STORE_FAST | 145,280 | 10.4% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 722,877 | 51.7% |
CALL_FUNCTION_EX | 192,480 | 13.8% |
LOAD_ATTR_METHOD_WITH_VALUES | 143,515 | 10.3% |
RETURN_CONST | 96,000 | 6.9% |
LOAD_ATTR_WITH_HINT | 95,999 | 6.9% |
Specialization stats by family
specialization stats for BINARY_OP family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
626,880 | 54.0% |
hit
ⓘSpecialized instructions that complete. |
532,800 | 45.9% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 280 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
or | 160 | 57.1% |
remainder | 80 | 28.6% |
add other | 40 | 14.3% |
specialization stats for BINARY_SUBSCR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
144,960 | 3.7% |
hit
ⓘSpecialized instructions that complete. |
3,762,300 | 96.3% |
Success | Count | Ratio |
---|---|---|
Success | 20 | 33.3% |
Failure | 40 | 66.7% |
Failure kind | Count | Ratio |
---|---|---|
other | 40 | 100.0% |
specialization stats for CALL family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
144,960 | 1.1% |
hit
ⓘSpecialized instructions that complete. |
11,297,060 | 89.1% |
miss
ⓘSpecialized instructions that deopt. |
1,233,460 | 9.7% |
Success | Count | Ratio |
---|---|---|
Success | 23,440 | 98.8% |
Failure | 280 | 1.2% |
Failure kind | Count | Ratio |
---|---|---|
out of versions | 280 | 100.0% |
specialization stats for CALL_KW family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
96,000 | 99.9% |
specialization stats for COMPARE_OP family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
410,880 | 48.6% |
hit
ⓘSpecialized instructions that complete. |
433,920 | 51.4% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 130 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
long float | 80 | 61.5% |
different types | 40 | 30.8% |
bool | 10 | 7.7% |
specialization stats for CONTAINS_OP family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
676,800 | 58.4% |
hit
ⓘSpecialized instructions that complete. |
481,920 | 41.6% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 200 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
other | 160 | 80.0% |
tuple | 40 | 20.0% |
specialization stats for FOR_ITER family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
529,985 | 34.3% |
hit
ⓘSpecialized instructions that complete. |
1,013,302 | 65.6% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 260 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
dict items | 80 | 30.8% |
enumerate | 80 | 30.8% |
set | 60 | 23.1% |
itertools | 40 | 15.4% |
specialization stats for LOAD_ATTR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
11,327,580 | 20.0% |
hit
ⓘSpecialized instructions that complete. |
39,050,036 | 68.9% |
miss
ⓘSpecialized instructions that deopt. |
6,310,050 | 11.1% |
Success | Count | Ratio |
---|---|---|
Success | 123,820 | 90.2% |
Failure | 13,480 | 9.8% |
Failure kind | Count | Ratio |
---|---|---|
not in dict | 4,880 | 36.2% |
method | 4,360 | 32.3% |
mutable class | 3,040 | 22.6% |
overriding descriptor | 340 | 2.5% |
class method obj | 280 | 2.1% |
overridden | 160 | 1.2% |
metaclass attribute | 160 | 1.2% |
non object slot | 40 | 0.3% |
builtin class method | 40 | 0.3% |
property not py function | 40 | 0.3% |
specialization stats for LOAD_GLOBAL family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
12,074,851 | 100.0% |
Success | Count | Ratio |
---|---|---|
Success | 80 | 100.0% |
Failure | 0 | 0.0% |
specialization stats for LOAD_SUPER_ATTR family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
192,960 | 100.0% |
specialization stats for STORE_ATTR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
4,783,695 | 40.2% |
hit
ⓘSpecialized instructions that complete. |
6,614,400 | 55.6% |
miss
ⓘSpecialized instructions that deopt. |
494,100 | 4.2% |
Success | Count | Ratio |
---|---|---|
Success | 9,300 | 84.4% |
Failure | 1,720 | 15.6% |
Failure kind | Count | Ratio |
---|---|---|
class attr simple | 1,360 | 79.1% |
mutable class | 160 | 9.3% |
not in dict | 120 | 7.0% |
overridden | 40 | 2.3% |
overriding descriptor | 40 | 2.3% |
specialization stats for STORE_SUBSCR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
144,960 | 11.1% |
hit
ⓘSpecialized instructions that complete. |
1,159,680 | 88.9% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 40 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
dict subclass no override | 40 | 100.0% |
specialization stats for TO_BOOL family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
2,734,700 | 15.8% |
hit
ⓘSpecialized instructions that complete. |
14,413,905 | 83.1% |
miss
ⓘSpecialized instructions that deopt. |
181,020 | 1.0% |
Success | Count | Ratio |
---|---|---|
Success | 3,440 | 18.9% |
Failure | 14,780 | 81.1% |
Failure kind | Count | Ratio |
---|---|---|
other | 5,840 | 39.5% |
tuple | 4,960 | 33.6% |
dict | 3,520 | 23.8% |
mapping | 200 | 1.4% |
number | 120 | 0.8% |
set | 80 | 0.5% |
sequence | 60 | 0.4% |
specialization stats for UNPACK_SEQUENCE family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
144,960 | 4.2% |
hit
ⓘSpecialized instructions that complete. |
3,321,660 | 95.8% |
Success | Count | Ratio |
---|---|---|
Success | 20 | 33.3% |
Failure | 40 | 66.7% |
Failure kind | Count | Ratio |
---|---|---|
sequence | 40 | 100.0% |
specialization effectiveness
All entries are execution counts. Should add up to the total number of Tier 1 instructions executed.
Instructions | Count | Ratio |
---|---|---|
Basic
ⓘInstructions that are not and cannot be specialized, e.g. |
207,434,379 | 59.9% |
Not specialized
ⓘInstructions that could be specialized but aren't, e.g. |
21,802,790 | 6.3% |
Specialized hits
ⓘSpecialized instructions, e.g. |
108,916,379 | 31.4% |
Specialized misses
ⓘSpecialized instructions, e.g. |
8,218,684 | 2.4% |
Breakdown of deferred (not specialized) instruction counts by family
Name | Count | Ratio |
---|---|---|
LOAD_ATTR | 11,327,580 | 52.0% |
STORE_ATTR | 4,783,695 | 22.0% |
TO_BOOL | 2,734,700 | 12.6% |
CONTAINS_OP | 676,800 | 3.1% |
BINARY_OP | 626,880 | 2.9% |
FOR_ITER | 529,985 | 2.4% |
COMPARE_OP | 410,880 | 1.9% |
BINARY_SUBSCR | 144,960 | 0.7% |
STORE_SUBSCR | 144,960 | 0.7% |
CALL | 144,960 | 0.7% |
Breakdown of misses (specialized deopts) instruction counts by family
Name | Count | Ratio |
---|---|---|
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 2,498,920 | 30.4% |
LOAD_ATTR_INSTANCE_VALUE | 1,782,400 | 21.7% |
LOAD_ATTR_METHOD_WITH_VALUES | 1,282,560 | 15.6% |
CALL_METHOD_DESCRIPTOR_FAST | 985,260 | 12.0% |
LOAD_ATTR_WITH_HINT | 516,470 | 6.3% |
STORE_ATTR_INSTANCE_VALUE | 494,100 | 6.0% |
CALL_PY_EXACT_ARGS | 199,280 | 2.4% |
TO_BOOL_NONE | 102,820 | 1.3% |
LOAD_ATTR_SLOT | 101,760 | 1.2% |
TO_BOOL_LIST | 52,760 | 0.6% |
Inlined calls and frame stats
This shows what fraction of calls to Python functions are inlined (i.e. not having a call at the C level) and for those that are not, where the call comes from. The various categories overlap.
Also includes the count of frame objects created.
Count | Ratio | |
---|---|---|
Calls to PyEval_EvalDefault | 3,142,140 | 21.3% |
Calls to Python functions inlined | 11,640,360 | 78.7% |
Calls via PyEval_EvalFrame (total) | 3,142,140 | 21.3% |
Calls via PyEval_EvalFrame (vector) | 2,950,140 | 20.0% |
Calls via PyEval_EvalFrame (generator) | 192,000 | 1.3% |
Calls via PyEval_EvalFrame (legacy) | 0 | 0.0% |
Calls via PyEval_EvalFrame (function vectorcall) | 2,950,140 | 20.0% |
Calls via PyEval_EvalFrame (build class) | 0 | 0.0% |
Calls via PyEval_EvalFrame (slot) | 0 | 0.0% |
Calls via PyEval_EvalFrame (function ex) | 820,860 | 5.6% |
Calls via PyEval_EvalFrame (api) | 580,800 | 3.9% |
Calls via PyEval_EvalFrame (method) | 0 | 0.0% |
Frame objects created | 144,960 | 1.0% |
Frames pushed | 15,025,380 | 101.6% |
Allocations, frees and dict materializatons
Below, "allocations" means "allocations that are not from a freelist". Total allocations = "Allocations from freelist" + "Allocations".
"Inline values" is the number of values arrays inlined into objects.
The cache hit/miss numbers are for the MRO cache, split into dunder and other names.
Count | Ratio | |
---|---|---|
Allocations from freelist | 18,435,118 | 53.5% |
Frees to freelist | 18,441,684 | |
Allocations | 16,026,202 | 46.5% |
Allocations to 512 bytes | 15,881,222 | 46.1% |
Allocations to 4 kbytes | 144,980 | 0.4% |
Allocations over 4 kbytes | 0 | 0.0% |
Frees | 16,828,920 | |
Inline values | 1,304,640 | |
Interpreter mortal increfs | 164,797,453 | 40.3% |
Interpreter mortal decrefs | 182,252,415 | 42.8% |
Mortal increfs | 103,025,983 | 25.2% |
Mortal decrefs | 114,940,926 | 27.0% |
Interpreter immortal increfs | 51,069,453 | 12.5% |
Interpreter immortal decrefs | 37,516,500 | 8.8% |
Immortal increfs | 89,679,938 | 21.9% |
Immortal decrefs | 91,298,544 | 21.4% |
Materialize dict (on request) | 338,880 | 26.0% |
Materialize dict (new key) | 144,960 | 11.1% |
Materialize dict (too big) | 0 | 0.0% |
Materialize dict (str subclass) | 0 | 0.0% |
Method cache hits | 22,539,663 | |
Method cache misses | 677,627 | |
Method cache collisions | 839,208 | |
Method cache dunder hits | 6,185,639 | |
Method cache dunder misses | 161,581 |
GC collections and effectiveness
Collected/visits gives some measure of efficiency.
Generation | Collections | Objects collected | Object visits |
---|---|---|---|
0 | 0 | 0 | 0 |
1 | 480 | 1,057,960 | 19,445,622 |
2 | 0 | 0 | 0 |
statistics about the Tier 2 optimizer
Count | Ratio | |
---|---|---|
Optimization attempts
ⓘThe number of times a potential trace is identified. Specifically, this occurs in the JUMP BACKWARD instruction when the counter reaches a threshold. |
640 | |
Traces created
ⓘThe number of traces that were successfully created. |
20 | 3.1% |
Trace stack overflow
ⓘA trace is truncated because it would require more than 5 stack frames. |
0 | 0.0% |
Trace stack underflow
ⓘA potential trace is abandoned because it pops more frames than it pushes. |
400 | 62.5% |
Trace too long
ⓘA trace is truncated because it is longer than the instruction buffer. |
0 | 0.0% |
Trace too short
ⓘA potential trace is abandoced because it it too short. |
620 | 96.9% |
Inner loop found
ⓘA trace is truncated because it has an inner loop |
0 | 0.0% |
Recursive call
ⓘA trace is truncated because it has a recursive call. |
0 | 0.0% |
Low confidence
ⓘA trace is abandoned because the likelihood of the jump to top being taken is too low. |
0 | 0.0% |
Executors invalidated
ⓘThe number of executors that were invalidated due to watched dictionary changes. |
0 | 0.0% |
Traces executed
ⓘThe number of traces that were executed |
6,378,802 | |
Uops executed
ⓘThe total number of uops (micro-operations) that were executed |
133,877,484 | 2,098.8% |
Count | Ratio | |
---|---|---|
Optimizer attempts
ⓘThe number of times the trace optimizer (_Py_uop_analyze_and_optimize) was run. |
20 | |
Optimizer successes
ⓘThe number of traces that were successfully optimized. |
20 | 100.0% |
Optimizer no memory
ⓘThe number of optimizations that failed due to no memory. |
0 | 0.0% |
Remove globals builtins changed
ⓘThe builtins changed during optimization |
0 | 0.0% |
Remove globals incorrect keys
ⓘThe keys in the globals dictionary aren't what was expected |
0 | 0.0% |
trace length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
<= 2 | 0 | 0.0% |
<= 4 | 0 | 0.0% |
<= 8 | 0 | 0.0% |
<= 16 | 0 | 0.0% |
<= 32 | 20 | 100.0% |
optimized trace length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
<= 2 | 0 | 0.0% |
<= 4 | 0 | 0.0% |
<= 8 | 0 | 0.0% |
<= 16 | 0 | 0.0% |
<= 32 | 20 | 100.0% |
trace run length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
uop execution stats
Name | Count | Self | Cumulative | Miss ratio |
---|---|---|---|---|
_SET_IP | 12,360,347 | 9.2% | 9.2% | |
_CHECK_VALIDITY | 11,447,058 | 8.6% | 17.8% | |
_LOAD_FAST | 11,176,300 | 8.3% | 26.1% | |
_STORE_FAST | 8,135,030 | 6.1% | 32.2% | |
_GUARD_IS_FALSE_POP | 7,927,200 | 5.9% | 38.1% | 1.5% |
_MAKE_WARM | 7,873,522 | 5.9% | 44.0% | |
_START_EXECUTOR | 6,378,802 | 4.8% | 48.8% | |
_EXIT_TRACE | 6,091,004 | 4.5% | 53.3% | |
_LOAD_CONST_INLINE | 5,926,359 | 4.4% | 57.8% | |
_IS_OP | 5,687,040 | 4.2% | 62.0% | |
_CHECK_PERIODIC | 5,201,313 | 3.9% | 65.9% | |
_GUARD_NOT_EXHAUSTED_LIST | 3,225,298 | 2.4% | 68.3% | 19.4% |
_ITER_CHECK_LIST | 3,225,298 | 2.4% | 70.7% | |
_GUARD_IS_NOT_NONE_POP | 2,705,280 | 2.0% | 72.7% | 25.4% |
_ITER_NEXT_LIST | 2,599,680 | 1.9% | 74.7% | |
_UNPACK_SEQUENCE_TUPLE | 2,551,680 | 1.9% | 76.6% | |
_CHECK_FUNCTION | 2,310,994 | 1.7% | 78.3% | |
_TO_BOOL | 1,927,680 | 1.4% | 79.7% | |
_LOAD_FAST_3 | 1,810,560 | 1.4% | 81.1% | |
_LOAD_DEREF | 1,760,640 | 1.3% | 82.4% | |
_BINARY_SUBSCR_DICT | 1,664,640 | 1.2% | 83.6% | |
_CHECK_VALIDITY_AND_SET_IP | 1,636,795 | 1.2% | 84.9% | |
_POP_TOP | 1,540,013 | 1.2% | 86.0% | |
_JUMP_TO_TOP | 1,494,720 | 1.1% | 87.1% | |
_FOR_ITER_TIER_TWO | 1,301,755 | 1.0% | 88.1% | 51.8% |
_GUARD_IS_NONE_POP | 1,272,000 | 1.0% | 89.1% | 15.5% |
_LOAD_FAST_2 | 1,157,280 | 0.9% | 89.9% | |
_ITER_CHECK_TUPLE | 1,013,760 | 0.8% | 90.7% | 66.7% |
_GUARD_TYPE_VERSION | 767,309 | 0.6% | 91.3% | |
_STORE_FAST_3 | 724,800 | 0.5% | 91.8% | |
_LOAD_FAST_0 | 673,437 | 0.5% | 92.3% | |
_LOAD_FAST_1 | 481,440 | 0.4% | 92.7% | |
_STORE_ATTR | 432,945 | 0.3% | 93.0% | |
_LOAD_FAST_4 | 432,000 | 0.3% | 93.3% | |
_LOAD_FAST_6 | 384,955 | 0.3% | 93.6% | |
_GUARD_NOT_EXHAUSTED_TUPLE | 337,920 | 0.3% | 93.8% | 57.1% |
_LOAD_ATTR_SLOT_0 | 336,000 | 0.3% | 94.1% | |
_STORE_ATTR_SLOT | 336,000 | 0.3% | 94.3% | |
_SWAP | 335,693 | 0.3% | 94.6% | |
_CALL_TUPLE_1 | 288,960 | 0.2% | 94.8% | |
_LOAD_ATTR | 288,960 | 0.2% | 95.0% | |
_LOAD_FAST_7 | 288,960 | 0.2% | 95.2% | |
_CONTAINS_OP_DICT | 241,920 | 0.2% | 95.4% | |
_LOAD_CONST_INLINE_BORROW | 239,992 | 0.2% | 95.6% | |
_DEOPT | 239,518 | 0.2% | 95.8% | |
_GUARD_IS_TRUE_POP | 193,440 | 0.1% | 95.9% | 62.8% |
_TO_BOOL_NONE | 192,960 | 0.1% | 96.1% | 75.1% |
_TO_BOOL_BOOL | 192,960 | 0.1% | 96.2% | 50.2% |
_GET_ITER | 192,960 | 0.1% | 96.4% | |
_PUSH_NULL | 192,480 | 0.1% | 96.5% | |
_BUILD_MAP | 192,480 | 0.1% | 96.6% | |
_DICT_MERGE | 192,480 | 0.1% | 96.8% | |
_STORE_FAST_2 | 192,000 | 0.1% | 96.9% | |
_LOAD_ATTR_WITH_HINT | 191,994 | 0.1% | 97.1% | 50.0% |
_CHECK_ATTR_WITH_HINT | 191,994 | 0.1% | 97.2% | |
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT | 191,315 | 0.1% | 97.4% | 50.2% |
_COMPARE_OP | 168,000 | 0.1% | 97.5% | |
_ITER_NEXT_TUPLE | 144,960 | 0.1% | 97.6% | |
_TIER2_RESUME_CHECK | 144,000 | 0.1% | 97.7% | 0.0% |
_LOAD_ATTR_METHOD_NO_DICT | 144,000 | 0.1% | 97.8% | |
_STORE_FAST_7 | 144,000 | 0.1% | 97.9% | |
_BUILD_TUPLE | 143,997 | 0.1% | 98.0% | |
_LOAD_FAST_5 | 143,995 | 0.1% | 98.1% | |
_STORE_FAST_1 | 143,698 | 0.1% | 98.2% | |
_CALL_BUILTIN_O | 143,094 | 0.1% | 98.4% | 100.0% |
_GUARD_NOT_EXHAUSTED_RANGE | 96,340 | 0.1% | 98.4% | 1.1% |
_ITER_CHECK_RANGE | 96,340 | 0.1% | 98.5% | |
_LIST_APPEND | 96,000 | 0.1% | 98.6% | |
_CALL_LIST_APPEND | 96,000 | 0.1% | 98.6% | |
_UNPACK_SEQUENCE_TWO_TUPLE | 96,000 | 0.1% | 98.7% | |
_BINARY_OP | 96,000 | 0.1% | 98.8% | |
_CALL_LEN | 95,995 | 0.1% | 98.9% | |
_COMPARE_OP_INT | 95,995 | 0.1% | 98.9% | |
_GUARD_NOS_INT | 95,995 | 0.1% | 99.0% | |
_LOAD_CONST_INLINE_WITH_NULL | 95,995 | 0.1% | 99.1% | |
_GUARD_KEYS_VERSION | 95,320 | 0.1% | 99.1% | 49.9% |
_ITER_NEXT_RANGE | 95,320 | 0.1% | 99.2% | |
_STORE_FAST_5 | 95,040 | 0.1% | 99.3% | |
_CHECK_FUNCTION_VERSION | 48,280 | 0.0% | 99.3% | |
_DYNAMIC_EXIT | 48,280 | 0.0% | 99.4% | |
_PUSH_FRAME | 48,280 | 0.0% | 99.4% | |
_SAVE_RETURN_OFFSET | 48,280 | 0.0% | 99.4% | |
_STORE_SUBSCR_DICT | 48,000 | 0.0% | 99.5% | |
_CALL_BUILTIN_CLASS | 48,000 | 0.0% | 99.5% | |
_CALL_BUILTIN_FAST | 48,000 | 0.0% | 99.5% | |
_CALL_METHOD_DESCRIPTOR_FAST | 48,000 | 0.0% | 99.6% | |
_CHECK_ATTR_CLASS | 48,000 | 0.0% | 99.6% | |
_CHECK_CALL_BOUND_METHOD_EXACT_ARGS | 48,000 | 0.0% | 99.6% | |
_CHECK_FUNCTION_EXACT_ARGS | 48,000 | 0.0% | 99.7% | |
_CHECK_STACK_SPACE | 48,000 | 0.0% | 99.7% | |
_GUARD_DORV_NO_DICT | 48,000 | 0.0% | 99.7% | |
_INIT_CALL_BOUND_METHOD_EXACT_ARGS | 48,000 | 0.0% | 99.8% | |
_INIT_CALL_PY_EXACT_ARGS_2 | 48,000 | 0.0% | 99.8% | |
_LOAD_ATTR_CLASS_1 | 48,000 | 0.0% | 99.9% | |
_LOAD_CONST_INLINE_BORROW_WITH_NULL | 48,000 | 0.0% | 99.9% | |
_STORE_ATTR_INSTANCE_VALUE | 48,000 | 0.0% | 99.9% | |
_STORE_FAST_6 | 48,000 | 0.0% | 100.0% | |
_LOAD_ATTR_METHOD_WITH_VALUES | 47,800 | 0.0% | 100.0% | |
_PY_FRAME_GENERAL | 280 | 0.0% | 100.0% | |
_STORE_FAST_0 | 280 | 0.0% | 100.0% |
Pair counts for top 100 Non-JIT uop pairs
Pairs of specialized operations that deoptimize and are then followed by the corresponding unspecialized instruction are not counted as pairs.
unsupported opcodes
Opcode | Count |
---|---|
CALL | 120 |
CALL_FUNCTION_EX | 100 |
Optimization stopped after encountering this opcode
Counts of rare/unlikely events
Event | Count |
---|---|
set class
ⓘSetting an object's class, |
0 |
set bases
ⓘSetting the bases of a class, |
0 |
set eval frame func
ⓘSetting the PEP 523 frame eval function |
0 |
builtin dict
ⓘModifying the builtins, |
0 |
func modification
ⓘModifying a function, e.g. |
0 |
watched dict modification
ⓘA watched dict has been modified |
0 |
watched globals modification
ⓘA watched |
0 |
Meta statistics
Count | |
---|---|
Number of data files | 20 |
Stats gathered on: 2024-10-25