- benchmark: sqlglot_transpile
- 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 | 78,127,120 | 20.1% | 20.1% | |
LOAD_ATTR_SLOT | 29,845,140 | 7.7% | 27.8% | 2.8% |
RESUME_CHECK | 22,963,580 | 5.9% | 33.7% | 0.0% |
POP_JUMP_IF_FALSE | 21,970,260 | 5.7% | 39.4% | |
LOAD_ATTR_METHOD_NO_DICT | 15,840,080 | 4.1% | 43.5% | |
CALL_PY_EXACT_ARGS | 15,697,980 | 4.0% | 47.5% | 4.3% |
RETURN_VALUE | 15,393,200 | 4.0% | 51.5% | |
STORE_FAST | 13,816,800 | 3.6% | 55.0% | |
RETURN_CONST | 11,627,720 | 3.0% | 58.0% | |
LOAD_CONST | 11,616,520 | 3.0% | 61.0% | |
LOAD_GLOBAL_MODULE | 10,379,520 | 2.7% | 63.7% | |
LOAD_FAST_LOAD_FAST | 10,014,980 | 2.6% | 66.3% | |
POP_JUMP_IF_TRUE | 9,436,420 | 2.4% | 68.7% | |
LOAD_GLOBAL_BUILTIN | 8,184,660 | 2.1% | 70.8% | |
TO_BOOL_NONE | 7,311,720 | 1.9% | 72.7% | 6.3% |
TO_BOOL_ALWAYS_TRUE | 6,659,860 | 1.7% | 74.4% | 3.1% |
STORE_ATTR_SLOT | 6,425,420 | 1.7% | 76.1% | 24.2% |
LOAD_ATTR | 6,336,740 | 1.6% | 77.7% | |
TO_BOOL_BOOL | 6,169,820 | 1.6% | 79.3% | 4.0% |
COMPARE_OP | 4,824,620 | 1.2% | 80.5% | |
INTERPRETER_EXIT | 4,684,800 | 1.2% | 81.7% | |
ENTER_EXECUTOR | 4,433,040 | 1.1% | 82.9% | |
POP_TOP | 4,342,900 | 1.1% | 84.0% | |
LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 3,352,340 | 0.9% | 84.8% | |
CALL_BUILTIN_O | 3,068,700 | 0.8% | 85.6% | |
LOAD_ATTR_INSTANCE_VALUE | 2,627,220 | 0.7% | 86.3% | 0.9% |
CONTAINS_OP_DICT | 2,252,180 | 0.6% | 86.9% | 13.6% |
LOAD_ATTR_METHOD_WITH_VALUES | 2,185,740 | 0.6% | 87.5% | 24.3% |
CALL_ISINSTANCE | 2,136,840 | 0.6% | 88.0% | |
LOAD_DEREF | 2,027,820 | 0.5% | 88.5% | |
GET_ITER | 2,013,040 | 0.5% | 89.0% | |
COMPARE_OP_INT | 2,008,940 | 0.5% | 89.6% | |
PUSH_NULL | 1,960,320 | 0.5% | 90.1% | |
NOP | 1,920,660 | 0.5% | 90.6% | |
CALL_PY_GENERAL | 1,914,580 | 0.5% | 91.1% | 0.2% |
BINARY_OP_ADD_INT | 1,886,040 | 0.5% | 91.5% | |
COPY | 1,782,140 | 0.5% | 92.0% | |
BINARY_SUBSCR_LIST_INT | 1,563,840 | 0.4% | 92.4% | 0.8% |
FOR_ITER | 1,538,560 | 0.4% | 92.8% | |
CALL_METHOD_DESCRIPTOR_NOARGS | 1,499,760 | 0.4% | 93.2% | |
BINARY_OP_SUBTRACT_INT | 1,478,420 | 0.4% | 93.6% | |
TO_BOOL_STR | 1,420,720 | 0.4% | 93.9% | 1.0% |
CALL_METHOD_DESCRIPTOR_FAST | 1,417,020 | 0.4% | 94.3% | |
STORE_FAST_STORE_FAST | 1,311,420 | 0.3% | 94.6% | |
UNPACK_SEQUENCE_TWO_TUPLE | 1,276,860 | 0.3% | 95.0% | |
LOAD_ATTR_MODULE | 1,183,040 | 0.3% | 95.3% | |
FORMAT_SIMPLE | 1,082,800 | 0.3% | 95.6% | |
JUMP_FORWARD | 1,072,800 | 0.3% | 95.8% | |
CONTAINS_OP_SET | 1,055,340 | 0.3% | 96.1% | 28.9% |
SWAP | 822,360 | 0.2% | 96.3% | |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 749,380 | 0.2% | 96.5% | 39.7% |
CALL_BUILTIN_FAST | 741,060 | 0.2% | 96.7% | |
CALL_BOUND_METHOD_EXACT_ARGS | 712,420 | 0.2% | 96.9% | 71.0% |
LOAD_ATTR_PROPERTY | 695,040 | 0.2% | 97.1% | |
BUILD_STRING | 663,960 | 0.2% | 97.2% | |
MAKE_CELL | 635,340 | 0.2% | 97.4% | |
CALL_LIST_APPEND | 602,880 | 0.2% | 97.5% | |
CALL_LEN | 560,680 | 0.1% | 97.7% | |
CALL_BUILTIN_FAST_WITH_KEYWORDS | 529,920 | 0.1% | 97.8% | |
CALL_NON_PY_GENERAL | 526,320 | 0.1% | 98.0% | |
BINARY_SUBSCR_DICT | 522,240 | 0.1% | 98.1% | |
CALL_TYPE_1 | 504,300 | 0.1% | 98.2% | |
BUILD_TUPLE | 483,960 | 0.1% | 98.4% | |
CALL_KW_PY | 468,880 | 0.1% | 98.5% | |
BUILD_MAP | 464,600 | 0.1% | 98.6% | |
BINARY_SUBSCR_STR_INT | 437,800 | 0.1% | 98.7% | |
CALL_FUNCTION_EX | 434,040 | 0.1% | 98.8% | |
POP_JUMP_IF_NOT_NONE | 423,500 | 0.1% | 98.9% | |
DICT_MERGE | 418,840 | 0.1% | 99.0% | |
BINARY_OP_INPLACE_ADD_UNICODE | 414,720 | 0.1% | 99.1% | |
YIELD_VALUE | 376,320 | 0.1% | 99.2% | |
IS_OP | 297,140 | 0.1% | 99.3% | |
CALL_KW_NON_PY | 245,760 | 0.1% | 99.4% | |
EXTENDED_ARG | 222,640 | 0.1% | 99.4% | |
BUILD_LIST | 191,120 | 0.0% | 99.5% | |
RETURN_GENERATOR | 188,160 | 0.0% | 99.5% | |
CALL_METHOD_DESCRIPTOR_O | 180,820 | 0.0% | 99.6% | |
MAKE_FUNCTION | 180,540 | 0.0% | 99.6% | |
STORE_SUBSCR_DICT | 154,140 | 0.0% | 99.7% | |
FOR_ITER_TUPLE | 149,760 | 0.0% | 99.7% | |
FOR_ITER_LIST | 114,260 | 0.0% | 99.7% | |
LIST_APPEND | 111,360 | 0.0% | 99.8% | |
POP_JUMP_IF_NONE | 92,440 | 0.0% | 99.8% | |
STORE_DEREF | 65,340 | 0.0% | 99.8% | |
UNPACK_SEQUENCE_TUPLE | 61,440 | 0.0% | 99.8% | |
COPY_FREE_VARS | 61,400 | 0.0% | 99.8% | |
JUMP_BACKWARD | 57,900 | 0.0% | 99.8% | |
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK | 46,360 | 0.0% | 99.9% | |
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS | 46,080 | 0.0% | 99.9% | |
CHECK_EXC_MATCH | 42,240 | 0.0% | 99.9% | |
POP_EXCEPT | 42,240 | 0.0% | 99.9% | |
PUSH_EXC_INFO | 42,240 | 0.0% | 99.9% | |
TO_BOOL_LIST | 42,040 | 0.0% | 99.9% | 31.6% |
SET_FUNCTION_ATTRIBUTE | 30,780 | 0.0% | 99.9% | |
LOAD_FAST_AND_CLEAR | 30,720 | 0.0% | 99.9% | |
CALL_STR_1 | 26,880 | 0.0% | 99.9% | |
COMPARE_OP_STR | 23,360 | 0.0% | 99.9% | |
CALL_BUILTIN_CLASS | 23,100 | 0.0% | 100.0% | |
UNARY_NOT | 23,040 | 0.0% | 100.0% | |
LOAD_FAST_CHECK | 23,040 | 0.0% | 100.0% | |
LIST_EXTEND | 19,260 | 0.0% | 100.0% | |
TO_BOOL | 15,580 | 0.0% | 100.0% | |
CALL_INTRINSIC_1 | 11,580 | 0.0% | 100.0% | |
END_FOR | 11,520 | 0.0% | 100.0% | |
STORE_FAST_LOAD_FAST | 11,520 | 0.0% | 100.0% | |
FOR_ITER_GEN | 11,520 | 0.0% | 100.0% | |
CALL_BOUND_METHOD_GENERAL | 10,340 | 0.0% | 100.0% | 51.3% |
BINARY_SUBSCR | 7,780 | 0.0% | 100.0% | |
DICT_UPDATE | 7,680 | 0.0% | 100.0% | |
BINARY_SUBSCR_GETITEM | 7,680 | 0.0% | 100.0% | |
BINARY_OP_ADD_FLOAT | 3,840 | 0.0% | 100.0% | 1.6% |
END_SEND | 3,840 | 0.0% | 100.0% | |
GET_YIELD_FROM_ITER | 3,840 | 0.0% | 100.0% | |
IMPORT_NAME | 3,840 | 0.0% | 100.0% | |
MAP_ADD | 3,840 | 0.0% | 100.0% | |
BINARY_OP_SUBTRACT_FLOAT | 3,840 | 0.0% | 100.0% | |
SEND_GEN | 3,840 | 0.0% | 100.0% | |
TO_BOOL_INT | 3,840 | 0.0% | 100.0% | |
CALL | 220 | 0.0% | 100.0% | |
LOAD_GLOBAL | 80 | 0.0% | 100.0% | |
BINARY_SUBSCR_TUPLE_INT | 60 | 0.0% | 100.0% | |
FOR_ITER_RANGE | 60 | 0.0% | 100.0% | |
CONTAINS_OP | 20 | 0.0% | 100.0% | |
UNPACK_SEQUENCE | 20 | 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_SLOT | 21,914,440 | 5.6% | 5.6% |
RESUME_CHECK LOAD_FAST | 14,710,300 | 3.8% | 9.4% |
CALL_PY_EXACT_ARGS RESUME_CHECK | 14,584,900 | 3.8% | 13.2% |
LOAD_FAST LOAD_ATTR_METHOD_NO_DICT | 11,435,740 | 2.9% | 16.1% |
POP_JUMP_IF_FALSE LOAD_FAST | 10,114,800 | 2.6% | 18.7% |
LOAD_ATTR_SLOT LOAD_FAST | 8,905,920 | 2.3% | 21.0% |
POP_JUMP_IF_TRUE LOAD_FAST | 7,907,820 | 2.0% | 23.1% |
STORE_FAST LOAD_FAST | 7,385,620 | 1.9% | 25.0% |
LOAD_GLOBAL_BUILTIN LOAD_FAST | 6,669,800 | 1.7% | 26.7% |
LOAD_ATTR_SLOT LOAD_ATTR_SLOT | 6,590,100 | 1.7% | 28.4% |
POP_JUMP_IF_FALSE RETURN_CONST | 6,524,180 | 1.7% | 30.1% |
LOAD_ATTR_SLOT TO_BOOL_ALWAYS_TRUE | 6,471,600 | 1.7% | 31.7% |
TO_BOOL_ALWAYS_TRUE POP_JUMP_IF_TRUE | 6,114,300 | 1.6% | 33.3% |
TO_BOOL_NONE POP_JUMP_IF_FALSE | 5,774,660 | 1.5% | 34.8% |
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST | 5,682,080 | 1.5% | 36.3% |
LOAD_GLOBAL_MODULE LOAD_ATTR | 5,522,320 | 1.4% | 37.7% |
RETURN_CONST TO_BOOL_NONE | 5,157,840 | 1.3% | 39.0% |
LOAD_ATTR_METHOD_NO_DICT LOAD_GLOBAL_MODULE | 5,118,740 | 1.3% | 40.3% |
TO_BOOL_BOOL POP_JUMP_IF_FALSE | 4,977,440 | 1.3% | 41.6% |
COMPARE_OP POP_JUMP_IF_FALSE | 4,815,640 | 1.2% | 42.8% |
CACHE RESUME_CHECK | 4,512,060 | 1.2% | 44.0% |
LOAD_FAST COMPARE_OP | 4,262,400 | 1.1% | 45.1% |
RETURN_VALUE RETURN_VALUE | 4,243,820 | 1.1% | 46.2% |
LOAD_ATTR CALL_PY_EXACT_ARGS | 4,035,840 | 1.0% | 47.2% |
LOAD_FAST STORE_ATTR_SLOT | 3,527,560 | 0.9% | 48.1% |
LOAD_FAST CALL_PY_EXACT_ARGS | 3,480,940 | 0.9% | 49.0% |
RETURN_VALUE STORE_FAST | 3,352,720 | 0.9% | 49.9% |
RESUME_CHECK LOAD_GLOBAL_BUILTIN | 3,097,540 | 0.8% | 50.7% |
RETURN_VALUE INTERPRETER_EXIT | 3,045,120 | 0.8% | 51.5% |
RETURN_CONST POP_TOP | 2,945,420 | 0.8% | 52.2% |
LOAD_FAST RETURN_VALUE | 2,778,820 | 0.7% | 53.0% |
LOAD_FAST LOAD_CONST | 2,686,440 | 0.7% | 53.7% |
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE | 2,626,700 | 0.7% | 54.3% |
CALL_BUILTIN_O RETURN_VALUE | 2,580,480 | 0.7% | 55.0% |
LOAD_ATTR_INSTANCE_VALUE CALL_BUILTIN_O | 2,580,480 | 0.7% | 55.7% |
LOAD_FAST_LOAD_FAST STORE_ATTR_SLOT | 2,321,260 | 0.6% | 56.3% |
STORE_ATTR_SLOT LOAD_FAST | 2,259,120 | 0.6% | 56.8% |
LOAD_ATTR_SLOT LOAD_CONST | 2,235,780 | 0.6% | 57.4% |
LOAD_FAST LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 2,234,880 | 0.6% | 58.0% |
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES | 2,083,540 | 0.5% | 58.5% |
LOAD_ATTR_METHOD_NO_DICT CALL_PY_EXACT_ARGS | 2,046,740 | 0.5% | 59.1% |
COMPARE_OP_INT POP_JUMP_IF_FALSE | 1,997,400 | 0.5% | 59.6% |
ENTER_EXECUTOR RETURN_VALUE | 1,971,100 | 0.5% | 60.1% |
CALL_ISINSTANCE TO_BOOL_BOOL | 1,941,000 | 0.5% | 60.6% |
LOAD_CONST LOAD_FAST | 1,895,220 | 0.5% | 61.1% |
CALL_PY_GENERAL RESUME_CHECK | 1,846,740 | 0.5% | 61.5% |
RETURN_VALUE LOAD_FAST | 1,832,240 | 0.5% | 62.0% |
CONTAINS_OP_DICT POP_JUMP_IF_FALSE | 1,831,700 | 0.5% | 62.5% |
STORE_FAST LOAD_FAST_LOAD_FAST | 1,821,820 | 0.5% | 63.0% |
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST | 1,782,100 | 0.5% | 63.4% |
LOAD_DEREF LOAD_ATTR_METHOD_NO_DICT | 1,777,920 | 0.5% | 63.9% |
LOAD_FAST TO_BOOL_BOOL | 1,747,300 | 0.4% | 64.3% |
LOAD_FAST STORE_FAST | 1,720,320 | 0.4% | 64.8% |
STORE_ATTR_SLOT RETURN_CONST | 1,698,840 | 0.4% | 65.2% |
LOAD_CONST STORE_FAST | 1,686,040 | 0.4% | 65.6% |
RESUME_CHECK NOP | 1,605,700 | 0.4% | 66.1% |
ENTER_EXECUTOR RETURN_CONST | 1,595,800 | 0.4% | 66.5% |
LOAD_ATTR_NONDESCRIPTOR_NO_DICT CALL_PY_EXACT_ARGS | 1,570,560 | 0.4% | 66.9% |
LOAD_GLOBAL_MODULE LOAD_FAST | 1,568,000 | 0.4% | 67.3% |
RESUME_CHECK LOAD_GLOBAL_MODULE | 1,567,700 | 0.4% | 67.7% |
STORE_FAST LOAD_CONST | 1,563,360 | 0.4% | 68.1% |
LOAD_CONST COMPARE_OP_INT | 1,563,160 | 0.4% | 68.5% |
LOAD_FAST_LOAD_FAST BINARY_SUBSCR_LIST_INT | 1,555,760 | 0.4% | 68.9% |
NOP LOAD_FAST_LOAD_FAST | 1,548,080 | 0.4% | 69.3% |
GET_ITER FOR_ITER | 1,537,760 | 0.4% | 69.7% |
BINARY_SUBSCR_LIST_INT RETURN_VALUE | 1,536,840 | 0.4% | 70.1% |
LOAD_ATTR_METHOD_NO_DICT CALL_METHOD_DESCRIPTOR_NOARGS | 1,499,740 | 0.4% | 70.5% |
LOAD_FAST LOAD_GLOBAL_MODULE | 1,449,900 | 0.4% | 70.8% |
TO_BOOL_NONE POP_JUMP_IF_TRUE | 1,363,060 | 0.4% | 71.2% |
RETURN_CONST INTERPRETER_EXIT | 1,355,520 | 0.3% | 71.5% |
POP_TOP RETURN_CONST | 1,290,420 | 0.3% | 71.9% |
LOAD_FAST TO_BOOL_STR | 1,289,460 | 0.3% | 72.2% |
UNPACK_SEQUENCE_TWO_TUPLE STORE_FAST_STORE_FAST | 1,276,860 | 0.3% | 72.5% |
POP_JUMP_IF_FALSE LOAD_FAST_LOAD_FAST | 1,271,060 | 0.3% | 72.9% |
STORE_FAST LOAD_GLOBAL_BUILTIN | 1,265,580 | 0.3% | 73.2% |
LOAD_CONST CALL_PY_EXACT_ARGS | 1,230,180 | 0.3% | 73.5% |
LOAD_FAST PUSH_NULL | 1,194,900 | 0.3% | 73.8% |
LOAD_FAST TO_BOOL_NONE | 1,194,140 | 0.3% | 74.1% |
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE | 1,179,160 | 0.3% | 74.4% |
LOAD_FAST LOAD_GLOBAL_BUILTIN | 1,169,280 | 0.3% | 74.7% |
RESUME_CHECK LOAD_FAST_LOAD_FAST | 1,159,680 | 0.3% | 75.0% |
LOAD_ATTR_SLOT LOAD_ATTR_METHOD_NO_DICT | 1,153,420 | 0.3% | 75.3% |
LOAD_FAST CONTAINS_OP_DICT | 1,132,800 | 0.3% | 75.6% |
STORE_ATTR_SLOT LOAD_FAST_LOAD_FAST | 1,125,520 | 0.3% | 75.9% |
TO_BOOL_BOOL POP_JUMP_IF_TRUE | 1,122,780 | 0.3% | 76.2% |
POP_JUMP_IF_FALSE LOAD_GLOBAL_BUILTIN | 1,120,940 | 0.3% | 76.5% |
LOAD_FAST_LOAD_FAST LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 1,117,460 | 0.3% | 76.8% |
LOAD_GLOBAL_MODULE LOAD_FAST_LOAD_FAST | 1,098,360 | 0.3% | 77.0% |
CONTAINS_OP_SET POP_JUMP_IF_FALSE | 1,041,900 | 0.3% | 77.3% |
LOAD_FAST BINARY_OP_ADD_INT | 948,800 | 0.2% | 77.6% |
LOAD_CONST BINARY_OP_SUBTRACT_INT | 944,660 | 0.2% | 77.8% |
LOAD_CONST BINARY_OP_ADD_INT | 937,240 | 0.2% | 78.0% |
POP_JUMP_IF_FALSE LOAD_DEREF | 913,920 | 0.2% | 78.3% |
LOAD_GLOBAL_BUILTIN LOAD_FAST_LOAD_FAST | 898,540 | 0.2% | 78.5% |
FOR_ITER STORE_FAST | 890,880 | 0.2% | 78.7% |
POP_TOP LOAD_FAST | 887,800 | 0.2% | 79.0% |
STORE_FAST ENTER_EXECUTOR | 864,000 | 0.2% | 79.2% |
POP_TOP ENTER_EXECUTOR | 838,700 | 0.2% | 79.4% |
BINARY_OP_ADD_INT STORE_FAST | 833,280 | 0.2% | 79.6% |
LOAD_FAST GET_ITER | 789,820 | 0.2% | 79.8% |
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 | 4,512,060 | 96.3% |
POP_TOP | 172,800 | 3.7% |
Successors and predecessors for BINARY_SUBSCR
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 7,700 | 99.0% |
BINARY_SUBSCR | 80 | 1.0% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 3,840 | 49.4% |
LOAD_ATTR_METHOD_NO_DICT | 3,840 | 49.4% |
BINARY_SUBSCR | 80 | 1.0% |
BINARY_SUBSCR_TUPLE_INT | 20 | 0.3% |
Successors and predecessors for BINARY_OP_INPLACE_ADD_UNICODE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 414,720 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 414,720 | 100.0% |
Successors and predecessors for CHECK_EXC_MATCH
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_BUILTIN | 42,240 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 42,240 | 100.0% |
Successors and predecessors for END_FOR
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 11,520 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 11,520 | 100.0% |
Successors and predecessors for END_SEND
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 3,840 | 100.0% |
Successors and predecessors for FORMAT_SIMPLE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 368,920 | 34.1% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 352,640 | 32.6% |
RETURN_VALUE | 307,480 | 28.4% |
LOAD_ATTR_SLOT | 46,080 | 4.3% |
JUMP_FORWARD | 7,680 | 0.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 549,040 | 50.7% |
BUILD_STRING | 295,680 | 27.3% |
LOAD_FAST | 238,080 | 22.0% |
Successors and predecessors for GET_ITER
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 789,820 | 39.2% |
CALL_METHOD_DESCRIPTOR_NOARGS | 639,200 | 31.8% |
LOAD_ATTR_SLOT | 368,920 | 18.3% |
BUILD_TUPLE | 138,240 | 6.9% |
SWAP | 26,880 | 1.3% |
Successors | Count | Percentage |
---|---|---|
FOR_ITER | 1,537,760 | 76.4% |
CALL_PY_EXACT_ARGS | 172,800 | 8.6% |
FOR_ITER_TUPLE | 149,760 | 7.4% |
FOR_ITER_LIST | 114,260 | 5.7% |
LOAD_FAST_AND_CLEAR | 26,880 | 1.3% |
Successors and predecessors for GET_YIELD_FROM_ITER
Predecessors | Count | Percentage |
---|---|---|
RETURN_GENERATOR | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 3,840 | 100.0% |
Successors and predecessors for INTERPRETER_EXIT
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 3,045,120 | 65.0% |
RETURN_CONST | 1,355,520 | 28.9% |
YIELD_VALUE | 284,160 | 6.1% |
Successors and predecessors for MAKE_FUNCTION
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 180,540 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 149,760 | 83.0% |
SET_FUNCTION_ATTRIBUTE | 30,780 | 17.0% |
Successors and predecessors for NOP
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 1,605,700 | 83.6% |
STORE_FAST | 157,460 | 8.2% |
POP_JUMP_IF_FALSE | 157,440 | 8.2% |
POP_JUMP_IF_TRUE | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 1,548,080 | 80.6% |
LOAD_FAST | 372,580 | 19.4% |
Successors and predecessors for POP_EXCEPT
Predecessors | Count | Percentage |
---|---|---|
STORE_SUBSCR_DICT | 30,720 | 72.7% |
POP_TOP | 11,520 | 27.3% |
Successors | Count | Percentage |
---|---|---|
RETURN_CONST | 42,240 | 100.0% |
Successors and predecessors for POP_TOP
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 2,945,420 | 67.8% |
POP_JUMP_IF_TRUE | 433,920 | 10.0% |
RESUME_CHECK | 284,160 | 6.5% |
POP_JUMP_IF_FALSE | 211,200 | 4.9% |
SWAP | 207,360 | 4.8% |
Successors | Count | Percentage |
---|---|---|
RETURN_CONST | 1,290,420 | 29.7% |
LOAD_FAST | 887,800 | 20.4% |
ENTER_EXECUTOR | 838,700 | 19.3% |
LOAD_CONST | 660,480 | 15.2% |
RETURN_VALUE | 207,360 | 4.8% |
Successors and predecessors for PUSH_EXC_INFO
Predecessors | Count | Percentage |
---|---|---|
BINARY_SUBSCR_DICT | 30,720 | 72.7% |
BINARY_SUBSCR_LIST_INT | 11,520 | 27.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_BUILTIN | 42,240 | 100.0% |
Successors and predecessors for PUSH_NULL
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,194,900 | 61.0% |
CALL_BUILTIN_FAST | 353,900 | 18.1% |
LOAD_ATTR_MODULE | 219,060 | 11.2% |
LOAD_FAST_LOAD_FAST | 103,680 | 5.3% |
LOAD_ATTR | 26,940 | 1.4% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 592,600 | 30.2% |
CALL_BOUND_METHOD_EXACT_ARGS | 462,500 | 23.6% |
LOAD_CONST | 384,720 | 19.6% |
CALL_PY_EXACT_ARGS | 375,900 | 19.2% |
LOAD_FAST_LOAD_FAST | 84,260 | 4.3% |
Successors and predecessors for RETURN_GENERATOR
Predecessors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 149,760 | 79.6% |
COPY_FREE_VARS | 23,040 | 12.2% |
CALL_PY_GENERAL | 11,520 | 6.1% |
CALL_KW_PY | 3,840 | 2.0% |
Successors | Count | Percentage |
---|---|---|
CALL_METHOD_DESCRIPTOR_O | 172,800 | 91.8% |
GET_ITER | 11,520 | 6.1% |
GET_YIELD_FROM_ITER | 3,840 | 2.0% |
Successors and predecessors for RETURN_VALUE
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 4,243,820 | 27.6% |
LOAD_FAST | 2,778,820 | 18.1% |
CALL_BUILTIN_O | 2,580,480 | 16.8% |
ENTER_EXECUTOR | 1,971,100 | 12.8% |
BINARY_SUBSCR_LIST_INT | 1,536,840 | 10.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 4,243,820 | 27.6% |
STORE_FAST | 3,352,720 | 21.8% |
INTERPRETER_EXIT | 3,045,120 | 19.8% |
LOAD_FAST | 1,832,240 | 11.9% |
UNPACK_SEQUENCE_TWO_TUPLE | 629,760 | 4.1% |
Successors and predecessors for TO_BOOL
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 11,540 | 74.1% |
COPY | 3,840 | 24.6% |
TO_BOOL | 140 | 0.9% |
LOAD_ATTR_INSTANCE_VALUE | 60 | 0.4% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 11,580 | 74.3% |
POP_JUMP_IF_TRUE | 3,840 | 24.6% |
TO_BOOL | 140 | 0.9% |
TO_BOOL_BOOL | 20 | 0.1% |
Successors and predecessors for UNARY_NOT
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 23,040 | 100.0% |
Successors | Count | Percentage |
---|---|---|
COPY | 23,040 | 100.0% |
Successors and predecessors for BUILD_LIST
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 76,860 | 40.2% |
STORE_ATTR_SLOT | 30,720 | 16.1% |
SWAP | 23,040 | 12.1% |
LOAD_CONST | 19,200 | 10.0% |
RETURN_VALUE | 11,520 | 6.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 76,800 | 40.2% |
JUMP_FORWARD | 42,240 | 22.1% |
SWAP | 23,040 | 12.1% |
CALL_METHOD_DESCRIPTOR_FAST | 19,200 | 10.0% |
STORE_FAST | 10,580 | 5.5% |
Successors and predecessors for BUILD_MAP
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 396,240 | 85.3% |
POP_JUMP_IF_NOT_NONE | 16,680 | 3.6% |
LOAD_FAST | 11,520 | 2.5% |
RESUME_CHECK | 9,440 | 2.0% |
RETURN_VALUE | 7,680 | 1.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 384,280 | 82.7% |
STORE_FAST | 29,960 | 6.4% |
LOAD_CONST | 15,360 | 3.3% |
LOAD_GLOBAL_MODULE | 11,960 | 2.6% |
CALL_FUNCTION_EX | 11,520 | 2.5% |
Successors and predecessors for BUILD_STRING
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 368,280 | 55.5% |
FORMAT_SIMPLE | 295,680 | 44.5% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 352,640 | 53.1% |
RETURN_VALUE | 269,080 | 40.5% |
JUMP_FORWARD | 30,720 | 4.6% |
LOAD_FAST | 7,680 | 1.2% |
LOAD_FAST_LOAD_FAST | 3,840 | 0.6% |
Successors and predecessors for BUILD_TUPLE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 261,180 | 54.0% |
RETURN_VALUE | 138,240 | 28.6% |
LOAD_GLOBAL_MODULE | 57,600 | 11.9% |
LOAD_CONST | 7,680 | 1.6% |
POP_JUMP_IF_FALSE | 7,680 | 1.6% |
Successors | Count | Percentage |
---|---|---|
SWAP | 207,360 | 42.8% |
GET_ITER | 138,240 | 28.6% |
CALL_ISINSTANCE | 61,440 | 12.7% |
LOAD_CONST | 38,460 | 7.9% |
CALL_METHOD_DESCRIPTOR_O | 7,720 | 1.6% |
Successors and predecessors for CALL
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 60 | 27.3% |
PUSH_NULL | 40 | 18.2% |
LOAD_CONST | 40 | 18.2% |
BUILD_TUPLE | 20 | 9.1% |
LOAD_FAST | 20 | 9.1% |
Successors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 80 | 36.4% |
CALL_NON_PY_GENERAL | 60 | 27.3% |
CALL_BUILTIN_CLASS | 20 | 9.1% |
CALL_METHOD_DESCRIPTOR_NOARGS | 20 | 9.1% |
CALL_METHOD_DESCRIPTOR_O | 20 | 9.1% |
Successors and predecessors for CALL_FUNCTION_EX
Predecessors | Count | Percentage |
---|---|---|
DICT_MERGE | 418,840 | 96.5% |
BUILD_MAP | 11,520 | 2.7% |
ENTER_EXECUTOR | 3,560 | 0.8% |
CALL_INTRINSIC_1 | 60 | 0.0% |
LOAD_FAST | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 364,800 | 84.1% |
RETURN_VALUE | 46,080 | 10.6% |
RESUME_CHECK | 11,580 | 2.7% |
LIST_APPEND | 3,840 | 0.9% |
LOAD_ATTR_METHOD_NO_DICT | 3,840 | 0.9% |
Successors and predecessors for CALL_INTRINSIC_1
Predecessors | Count | Percentage |
---|---|---|
LIST_APPEND | 11,520 | 99.5% |
LIST_EXTEND | 60 | 0.5% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 11,520 | 99.5% |
CALL_FUNCTION_EX | 60 | 0.5% |
Successors and predecessors for COMPARE_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 4,262,400 | 88.3% |
LOAD_ATTR | 560,920 | 11.6% |
COMPARE_OP | 1,300 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 4,815,640 | 99.8% |
STORE_FAST | 7,680 | 0.2% |
COMPARE_OP | 1,300 | 0.0% |
Successors and predecessors for CONTAINS_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 20 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 20 | 100.0% |
Successors and predecessors for COPY
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 626,300 | 35.1% |
RETURN_CONST | 602,880 | 33.8% |
IS_OP | 226,560 | 12.7% |
CALL_ISINSTANCE | 195,840 | 11.0% |
RETURN_VALUE | 96,000 | 5.4% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 591,440 | 33.2% |
LOAD_ATTR_SLOT | 541,760 | 30.4% |
TO_BOOL_NONE | 504,640 | 28.3% |
TO_BOOL_STR | 69,540 | 3.9% |
TO_BOOL_ALWAYS_TRUE | 51,720 | 2.9% |
Successors and predecessors for COPY_FREE_VARS
Predecessors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 44,300 | 72.1% |
CALL_BOUND_METHOD_EXACT_ARGS | 12,160 | 19.8% |
CALL_PY_GENERAL | 3,840 | 6.3% |
CALL_BOUND_METHOD_GENERAL | 1,100 | 1.8% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 38,360 | 62.5% |
RETURN_GENERATOR | 23,040 | 37.5% |
Successors and predecessors for DICT_MERGE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 376,600 | 89.9% |
RETURN_VALUE | 26,880 | 6.4% |
BUILD_MAP | 7,680 | 1.8% |
DICT_UPDATE | 7,680 | 1.8% |
Successors | Count | Percentage |
---|---|---|
CALL_FUNCTION_EX | 418,840 | 100.0% |
Successors and predecessors for DICT_UPDATE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 7,680 | 100.0% |
Successors | Count | Percentage |
---|---|---|
DICT_MERGE | 7,680 | 100.0% |
Successors and predecessors for EXTENDED_ARG
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_NONE | 165,360 | 74.3% |
TO_BOOL_BOOL | 41,920 | 18.8% |
STORE_FAST | 11,520 | 5.2% |
TO_BOOL_INT | 3,840 | 1.7% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 207,280 | 93.1% |
JUMP_FORWARD | 11,520 | 5.2% |
POP_JUMP_IF_TRUE | 3,840 | 1.7% |
Successors and predecessors for FOR_ITER
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 1,537,760 | 99.9% |
FOR_ITER | 500 | 0.0% |
JUMP_BACKWARD | 300 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 890,880 | 57.9% |
UNPACK_SEQUENCE_TWO_TUPLE | 647,040 | 42.1% |
FOR_ITER | 500 | 0.0% |
RETURN_CONST | 80 | 0.0% |
LOAD_FAST | 60 | 0.0% |
Successors and predecessors for IMPORT_NAME
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 3,840 | 100.0% |
Successors and predecessors for IS_OP
Predecessors | Count | Percentage |
---|---|---|
CALL_TYPE_1 | 226,560 | 76.2% |
LOAD_FAST_LOAD_FAST | 70,240 | 23.6% |
LOAD_GLOBAL_MODULE | 280 | 0.1% |
LOAD_CONST | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
COPY | 226,560 | 76.2% |
POP_JUMP_IF_FALSE | 70,520 | 23.7% |
STORE_FAST | 60 | 0.0% |
Successors and predecessors for JUMP_BACKWARD
Predecessors | Count | Percentage |
---|---|---|
CALL_LIST_APPEND | 57,600 | 99.5% |
ENTER_EXECUTOR | 240 | 0.4% |
POP_TOP | 60 | 0.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 57,600 | 99.5% |
FOR_ITER | 300 | 0.5% |
Successors and predecessors for JUMP_FORWARD
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 522,240 | 48.7% |
STORE_FAST | 224,100 | 20.9% |
POP_JUMP_IF_FALSE | 207,360 | 19.3% |
BUILD_LIST | 42,240 | 3.9% |
BUILD_STRING | 30,720 | 2.9% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 606,780 | 56.6% |
LOAD_FAST | 361,020 | 33.7% |
LOAD_FAST_LOAD_FAST | 57,600 | 5.4% |
LOAD_GLOBAL_MODULE | 16,680 | 1.6% |
LOAD_DEREF | 11,520 | 1.1% |
Successors and predecessors for LIST_APPEND
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 107,520 | 96.6% |
CALL_FUNCTION_EX | 3,840 | 3.4% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 96,000 | 86.2% |
CALL_INTRINSIC_1 | 11,520 | 10.3% |
ENTER_EXECUTOR | 3,840 | 3.4% |
Successors and predecessors for LIST_EXTEND
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 19,200 | 99.7% |
LOAD_DEREF | 60 | 0.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 19,200 | 99.7% |
CALL_INTRINSIC_1 | 60 | 0.3% |
Successors and predecessors for LOAD_ATTR
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 5,522,320 | 87.1% |
LOAD_FAST | 755,960 | 11.9% |
LOAD_ATTR_MODULE | 34,560 | 0.5% |
LOAD_FAST_LOAD_FAST | 7,700 | 0.1% |
LOAD_DEREF | 7,680 | 0.1% |
Successors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 4,035,840 | 63.7% |
LOAD_FAST | 706,560 | 11.2% |
COMPARE_OP | 560,920 | 8.9% |
LOAD_GLOBAL_MODULE | 337,920 | 5.3% |
CALL_PY_GENERAL | 314,900 | 5.0% |
Successors and predecessors for LOAD_CONST
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,686,440 | 23.1% |
LOAD_ATTR_SLOT | 2,235,780 | 19.2% |
STORE_FAST | 1,563,360 | 13.5% |
STORE_ATTR_SLOT | 698,880 | 6.0% |
POP_TOP | 660,480 | 5.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,895,220 | 16.3% |
STORE_FAST | 1,686,040 | 14.5% |
COMPARE_OP_INT | 1,563,160 | 13.5% |
CALL_PY_EXACT_ARGS | 1,230,180 | 10.6% |
BINARY_OP_SUBTRACT_INT | 944,660 | 8.1% |
Successors and predecessors for LOAD_DEREF
Predecessors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 913,920 | 45.1% |
STORE_FAST | 414,720 | 20.5% |
RESUME_CHECK | 357,360 | 17.6% |
LOAD_CONST | 99,840 | 4.9% |
LOAD_ATTR_METHOD_NO_DICT | 96,000 | 4.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_NO_DICT | 1,777,920 | 87.7% |
LOAD_ATTR_METHOD_WITH_VALUES | 88,320 | 4.4% |
LOAD_ATTR_SLOT | 73,240 | 3.6% |
CALL_PY_EXACT_ARGS | 65,280 | 3.2% |
LOAD_ATTR | 7,680 | 0.4% |
Successors and predecessors for LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 14,710,300 | 18.8% |
POP_JUMP_IF_FALSE | 10,114,800 | 12.9% |
LOAD_ATTR_SLOT | 8,905,920 | 11.4% |
POP_JUMP_IF_TRUE | 7,907,820 | 10.1% |
STORE_FAST | 7,385,620 | 9.5% |
Successors | Count | Percentage |
---|---|---|
LOAD_ATTR_SLOT | 21,914,440 | 28.0% |
LOAD_ATTR_METHOD_NO_DICT | 11,435,740 | 14.6% |
COMPARE_OP | 4,262,400 | 5.5% |
STORE_ATTR_SLOT | 3,527,560 | 4.5% |
CALL_PY_EXACT_ARGS | 3,480,940 | 4.5% |
Successors and predecessors for LOAD_FAST_AND_CLEAR
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 26,880 | 87.5% |
LOAD_FAST_AND_CLEAR | 3,840 | 12.5% |
Successors | Count | Percentage |
---|---|---|
SWAP | 26,880 | 87.5% |
LOAD_FAST_AND_CLEAR | 3,840 | 12.5% |
Successors and predecessors for LOAD_FAST_CHECK
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 23,040 | 100.0% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_NONE | 23,040 | 100.0% |
Successors and predecessors for LOAD_FAST_LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 1,821,820 | 18.2% |
NOP | 1,548,080 | 15.5% |
POP_JUMP_IF_FALSE | 1,271,060 | 12.7% |
RESUME_CHECK | 1,159,680 | 11.6% |
STORE_ATTR_SLOT | 1,125,520 | 11.2% |
Successors | Count | Percentage |
---|---|---|
STORE_ATTR_SLOT | 2,321,260 | 23.2% |
BINARY_SUBSCR_LIST_INT | 1,555,760 | 15.5% |
LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 1,117,460 | 11.2% |
ENTER_EXECUTOR | 716,580 | 7.2% |
CALL_BUILTIN_FAST | 702,700 | 7.0% |
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 | 258,680 | 40.7% |
CALL_PY_EXACT_ARGS | 200,100 | 31.5% |
CALL_BOUND_METHOD_EXACT_ARGS | 84,060 | 13.2% |
CALL_KW_PY | 65,560 | 10.3% |
CALL_PY_GENERAL | 26,940 | 4.2% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 376,660 | 59.3% |
MAKE_CELL | 258,680 | 40.7% |
Successors and predecessors for MAP_ADD
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 3,840 | 100.0% |
Successors and predecessors for POP_JUMP_IF_FALSE
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_NONE | 5,774,660 | 26.3% |
TO_BOOL_BOOL | 4,977,440 | 22.7% |
COMPARE_OP | 4,815,640 | 21.9% |
COMPARE_OP_INT | 1,997,400 | 9.1% |
CONTAINS_OP_DICT | 1,831,700 | 8.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 10,114,800 | 46.0% |
RETURN_CONST | 6,524,180 | 29.7% |
LOAD_FAST_LOAD_FAST | 1,271,060 | 5.8% |
LOAD_GLOBAL_BUILTIN | 1,120,940 | 5.1% |
LOAD_DEREF | 913,920 | 4.2% |
Successors and predecessors for POP_JUMP_IF_NONE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 71,980 | 77.9% |
LOAD_ATTR_INSTANCE_VALUE | 15,360 | 16.6% |
BINARY_SUBSCR_LIST_INT | 3,840 | 4.2% |
ENTER_EXECUTOR | 1,260 | 1.4% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 81,680 | 88.4% |
LOAD_GLOBAL_BUILTIN | 6,920 | 7.5% |
LOAD_FAST_LOAD_FAST | 3,840 | 4.2% |
Successors and predecessors for POP_JUMP_IF_NOT_NONE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 419,660 | 99.1% |
LOAD_ATTR_SLOT | 3,840 | 0.9% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 402,920 | 95.1% |
BUILD_MAP | 16,680 | 3.9% |
LOAD_GLOBAL_BUILTIN | 3,840 | 0.9% |
LOAD_CONST | 60 | 0.0% |
Successors and predecessors for POP_JUMP_IF_TRUE
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_ALWAYS_TRUE | 6,114,300 | 64.8% |
TO_BOOL_NONE | 1,363,060 | 14.4% |
TO_BOOL_BOOL | 1,122,780 | 11.9% |
TO_BOOL_STR | 786,840 | 8.3% |
TO_BOOL_LIST | 41,760 | 0.4% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 7,907,820 | 83.8% |
RETURN_CONST | 445,440 | 4.7% |
ENTER_EXECUTOR | 437,920 | 4.6% |
POP_TOP | 433,920 | 4.6% |
RETURN_VALUE | 53,760 | 0.6% |
Successors and predecessors for RETURN_CONST
Predecessors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 6,524,180 | 56.1% |
STORE_ATTR_SLOT | 1,698,840 | 14.6% |
ENTER_EXECUTOR | 1,595,800 | 13.7% |
POP_TOP | 1,290,420 | 11.1% |
POP_JUMP_IF_TRUE | 445,440 | 3.8% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_NONE | 5,157,840 | 44.4% |
POP_TOP | 2,945,420 | 25.3% |
INTERPRETER_EXIT | 1,355,520 | 11.7% |
RETURN_VALUE | 668,160 | 5.7% |
COPY | 602,880 | 5.2% |
Successors and predecessors for SET_FUNCTION_ATTRIBUTE
Predecessors | Count | Percentage |
---|---|---|
MAKE_FUNCTION | 30,780 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 23,040 | 74.9% |
CALL_PY_EXACT_ARGS | 7,680 | 25.0% |
STORE_FAST | 60 | 0.2% |
Successors and predecessors for STORE_DEREF
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 65,280 | 99.9% |
CALL_NON_PY_GENERAL | 60 | 0.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_DEREF | 65,280 | 99.9% |
LOAD_FAST | 60 | 0.1% |
Successors and predecessors for STORE_FAST
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 3,352,720 | 24.3% |
LOAD_FAST | 1,720,320 | 12.5% |
LOAD_CONST | 1,686,040 | 12.2% |
FOR_ITER | 890,880 | 6.4% |
BINARY_OP_ADD_INT | 833,280 | 6.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 7,385,620 | 53.5% |
LOAD_FAST_LOAD_FAST | 1,821,820 | 13.2% |
LOAD_CONST | 1,563,360 | 11.3% |
LOAD_GLOBAL_BUILTIN | 1,265,580 | 9.2% |
ENTER_EXECUTOR | 864,000 | 6.3% |
Successors and predecessors for STORE_FAST_LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
FOR_ITER_TUPLE | 11,520 | 100.0% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_STR | 11,520 | 100.0% |
Successors and predecessors for STORE_FAST_STORE_FAST
Predecessors | Count | Percentage |
---|---|---|
UNPACK_SEQUENCE_TWO_TUPLE | 1,276,860 | 97.4% |
UNPACK_SEQUENCE_TUPLE | 34,560 | 2.6% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 643,100 | 49.0% |
LOAD_GLOBAL_BUILTIN | 633,760 | 48.3% |
STORE_FAST | 34,560 | 2.6% |
Successors and predecessors for SWAP
Predecessors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_INT | 541,760 | 65.9% |
BUILD_TUPLE | 207,360 | 25.2% |
LOAD_FAST_AND_CLEAR | 26,880 | 3.3% |
BUILD_LIST | 23,040 | 2.8% |
FOR_ITER_LIST | 19,200 | 2.3% |
Successors | Count | Percentage |
---|---|---|
STORE_ATTR_SLOT | 541,760 | 65.9% |
POP_TOP | 207,360 | 25.2% |
GET_ITER | 26,880 | 3.3% |
BUILD_LIST | 23,040 | 2.8% |
STORE_FAST | 19,480 | 2.4% |
Successors and predecessors for UNPACK_SEQUENCE
Predecessors | Count | Percentage |
---|---|---|
CALL_METHOD_DESCRIPTOR_NOARGS | 20 | 100.0% |
Successors | Count | Percentage |
---|---|---|
UNPACK_SEQUENCE_TWO_TUPLE | 20 | 100.0% |
Successors and predecessors for YIELD_VALUE
Predecessors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 238,080 | 63.3% |
RETURN_VALUE | 80,640 | 21.4% |
YIELD_VALUE | 26,880 | 7.1% |
LOAD_FAST | 23,040 | 6.1% |
BUILD_TUPLE | 7,680 | 2.0% |
Successors | Count | Percentage |
---|---|---|
INTERPRETER_EXIT | 284,160 | 75.5% |
UNPACK_SEQUENCE_TUPLE | 53,760 | 14.3% |
YIELD_VALUE | 26,880 | 7.1% |
STORE_FAST | 11,520 | 3.1% |
Successors and predecessors for BINARY_OP_ADD_FLOAT
Predecessors | Count | Percentage |
---|---|---|
BINARY_OP_SUBTRACT_FLOAT | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 3,840 | 100.0% |
Successors and predecessors for BINARY_OP_ADD_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 948,800 | 50.3% |
LOAD_CONST | 937,240 | 49.7% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 833,280 | 44.2% |
SWAP | 541,760 | 28.7% |
CALL_PY_EXACT_ARGS | 511,000 | 27.1% |
Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_FLOAT | 3,840 | 100.0% |
Successors and predecessors for BINARY_OP_SUBTRACT_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 944,660 | 63.9% |
CALL_LEN | 529,920 | 35.8% |
LOAD_ATTR_SLOT | 3,840 | 0.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 529,920 | 35.8% |
CALL_PY_EXACT_ARGS | 522,240 | 35.3% |
LOAD_FAST | 414,720 | 28.1% |
BINARY_SUBSCR_STR_INT | 11,540 | 0.8% |
Successors and predecessors for BINARY_SUBSCR_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 318,720 | 61.0% |
LOAD_ATTR_SLOT | 103,680 | 19.9% |
CALL_BUILTIN_O | 57,600 | 11.0% |
LOAD_CONST | 26,880 | 5.1% |
LOAD_FAST | 7,680 | 1.5% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 318,720 | 61.0% |
LOAD_FAST_LOAD_FAST | 76,800 | 14.7% |
RETURN_VALUE | 34,560 | 6.6% |
PUSH_EXC_INFO | 30,720 | 5.9% |
PUSH_NULL | 26,880 | 5.1% |
Successors and predecessors for BINARY_SUBSCR_GETITEM
Predecessors | Count | Percentage |
---|---|---|
CALL_METHOD_DESCRIPTOR_NOARGS | 7,680 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 7,680 | 100.0% |
Successors and predecessors for BINARY_SUBSCR_LIST_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 1,555,760 | 99.5% |
LOAD_CONST | 7,860 | 0.5% |
BINARY_SUBSCR_LIST_INT | 220 | 0.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 1,536,840 | 98.3% |
PUSH_EXC_INFO | 11,520 | 0.7% |
LOAD_CONST | 3,840 | 0.2% |
LOAD_FAST_LOAD_FAST | 3,840 | 0.2% |
POP_JUMP_IF_NONE | 3,840 | 0.2% |
Successors and predecessors for BINARY_SUBSCR_STR_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 414,720 | 94.7% |
BINARY_OP_SUBTRACT_INT | 11,540 | 2.6% |
LOAD_ATTR_SLOT | 11,540 | 2.6% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 414,720 | 94.7% |
LOAD_FAST | 23,080 | 5.3% |
Successors and predecessors for BINARY_SUBSCR_TUPLE_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 40 | 66.7% |
BINARY_SUBSCR | 20 | 33.3% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 60 | 100.0% |
Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS
Predecessors | Count | Percentage |
---|---|---|
PUSH_NULL | 462,500 | 64.9% |
LOAD_FAST | 208,360 | 29.2% |
LOAD_ATTR_SLOT | 26,880 | 3.8% |
CALL_PY_EXACT_ARGS | 9,540 | 1.3% |
ENTER_EXECUTOR | 4,580 | 0.6% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 606,640 | 85.2% |
MAKE_CELL | 84,060 | 11.8% |
COPY_FREE_VARS | 12,160 | 1.7% |
CALL_PY_EXACT_ARGS | 9,560 | 1.3% |
Successors and predecessors for CALL_BOUND_METHOD_GENERAL
Predecessors | Count | Percentage |
---|---|---|
PUSH_NULL | 6,400 | 61.9% |
LOAD_FAST | 3,840 | 37.1% |
CALL_PY_EXACT_ARGS | 100 | 1.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 9,140 | 88.4% |
COPY_FREE_VARS | 1,100 | 10.6% |
CALL_PY_EXACT_ARGS | 100 | 1.0% |
Successors and predecessors for CALL_BUILTIN_CLASS
Predecessors | Count | Percentage |
---|---|---|
CALL_BUILTIN_FAST | 15,360 | 66.5% |
LOAD_FAST | 3,880 | 16.8% |
LOAD_ATTR_CLASS_WITH_METACLASS_CHECK | 3,840 | 16.6% |
CALL | 20 | 0.1% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 15,360 | 66.5% |
GET_ITER | 3,900 | 16.9% |
STORE_FAST | 3,840 | 16.6% |
Successors and predecessors for CALL_BUILTIN_FAST
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 702,700 | 94.8% |
LOAD_CONST | 25,080 | 3.4% |
LOAD_GLOBAL_BUILTIN | 9,440 | 1.3% |
LOAD_DEREF | 3,840 | 0.5% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 362,360 | 48.9% |
PUSH_NULL | 353,900 | 47.8% |
CALL_BUILTIN_CLASS | 15,360 | 2.1% |
STORE_FAST | 9,440 | 1.3% |
Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 529,920 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 529,920 | 100.0% |
Successors and predecessors for CALL_BUILTIN_O
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_INSTANCE_VALUE | 2,580,480 | 84.1% |
LOAD_FAST | 476,700 | 15.5% |
RETURN_VALUE | 11,520 | 0.4% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 2,580,480 | 84.1% |
TO_BOOL_BOOL | 348,420 | 11.4% |
BINARY_SUBSCR_DICT | 57,600 | 1.9% |
STORE_SUBSCR_DICT | 42,780 | 1.4% |
STORE_FAST | 27,900 | 0.9% |
Successors and predecessors for CALL_ISINSTANCE
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 723,420 | 33.9% |
LOAD_ATTR_MODULE | 618,380 | 28.9% |
LOAD_GLOBAL_BUILTIN | 537,760 | 25.2% |
LOAD_ATTR_SLOT | 168,960 | 7.9% |
BUILD_TUPLE | 61,440 | 2.9% |
Successors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 1,941,000 | 90.8% |
COPY | 195,840 | 9.2% |
Successors and predecessors for CALL_KW_NON_PY
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 245,760 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 241,920 | 98.4% |
GET_ITER | 3,840 | 1.6% |
Successors and predecessors for CALL_KW_PY
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 468,880 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 399,480 | 85.2% |
MAKE_CELL | 65,560 | 14.0% |
RETURN_GENERATOR | 3,840 | 0.8% |
Successors and predecessors for CALL_LEN
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 556,820 | 99.3% |
LOAD_ATTR_SLOT | 3,840 | 0.7% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP_SUBTRACT_INT | 529,920 | 94.5% |
LOAD_CONST | 15,360 | 2.7% |
STORE_FAST | 7,680 | 1.4% |
COMPARE_OP_INT | 3,860 | 0.7% |
LOAD_FAST | 3,840 | 0.7% |
Successors and predecessors for CALL_LIST_APPEND
Predecessors | Count | Percentage |
---|---|---|
CALL_NON_PY_GENERAL | 506,880 | 84.1% |
LOAD_FAST | 88,320 | 14.6% |
RETURN_VALUE | 7,680 | 1.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 506,880 | 84.1% |
JUMP_BACKWARD | 57,600 | 9.6% |
RETURN_CONST | 26,880 | 4.5% |
ENTER_EXECUTOR | 7,680 | 1.3% |
LOAD_FAST | 3,840 | 0.6% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_SLOT | 386,820 | 27.3% |
LOAD_CONST | 343,100 | 24.2% |
LOAD_ATTR | 314,880 | 22.2% |
LOAD_FAST | 294,280 | 20.8% |
POP_JUMP_IF_TRUE | 23,040 | 1.6% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 782,080 | 55.2% |
CALL_PY_GENERAL | 307,200 | 21.7% |
TO_BOOL_BOOL | 199,680 | 14.1% |
RETURN_VALUE | 99,840 | 7.0% |
GET_ITER | 19,200 | 1.4% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 23,040 | 50.0% |
LOAD_ATTR_SLOT | 23,040 | 50.0% |
Successors | Count | Percentage |
---|---|---|
JUMP_FORWARD | 23,040 | 50.0% |
STORE_FAST | 23,040 | 50.0% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_NO_DICT | 1,499,740 | 100.0% |
CALL | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 639,200 | 42.6% |
CALL_PY_EXACT_ARGS | 526,080 | 35.1% |
LOAD_GLOBAL_MODULE | 307,200 | 20.5% |
BINARY_SUBSCR_DICT | 7,680 | 0.5% |
BINARY_SUBSCR_GETITEM | 7,680 | 0.5% |
Successors and predecessors for CALL_METHOD_DESCRIPTOR_O
Predecessors | Count | Percentage |
---|---|---|
RETURN_GENERATOR | 172,800 | 95.6% |
BUILD_TUPLE | 7,720 | 4.3% |
LOAD_FAST | 280 | 0.2% |
CALL | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 157,440 | 87.1% |
STORE_FAST | 15,360 | 8.5% |
POP_TOP | 7,740 | 4.3% |
LOAD_CONST | 280 | 0.2% |
Successors and predecessors for CALL_NON_PY_GENERAL
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_SLOT | 506,880 | 96.3% |
PUSH_NULL | 11,660 | 2.2% |
BUILD_LIST | 7,680 | 1.5% |
CALL | 60 | 0.0% |
LOAD_FAST_LOAD_FAST | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
CALL_LIST_APPEND | 506,880 | 96.3% |
STORE_FAST | 11,580 | 2.2% |
LOAD_ATTR | 3,840 | 0.7% |
LOAD_FAST | 3,840 | 0.7% |
POP_TOP | 60 | 0.0% |
Successors and predecessors for CALL_PY_EXACT_ARGS
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR | 4,035,840 | 25.7% |
LOAD_FAST | 3,480,940 | 22.2% |
LOAD_ATTR_METHOD_NO_DICT | 2,046,740 | 13.0% |
LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 1,570,560 | 10.0% |
LOAD_CONST | 1,230,180 | 7.8% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 14,584,900 | 92.9% |
ENTER_EXECUTOR | 706,260 | 4.5% |
MAKE_CELL | 200,100 | 1.3% |
RETURN_GENERATOR | 149,760 | 1.0% |
COPY_FREE_VARS | 44,300 | 0.3% |
Successors and predecessors for CALL_PY_GENERAL
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_NO_DICT | 737,580 | 38.5% |
LOAD_FAST | 415,000 | 21.7% |
LOAD_ATTR | 314,900 | 16.4% |
CALL_METHOD_DESCRIPTOR_FAST | 307,200 | 16.0% |
LOAD_FAST_LOAD_FAST | 53,580 | 2.8% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 1,846,740 | 96.5% |
MAKE_CELL | 26,940 | 1.4% |
ENTER_EXECUTOR | 25,460 | 1.3% |
RETURN_GENERATOR | 11,520 | 0.6% |
COPY_FREE_VARS | 3,840 | 0.2% |
Successors and predecessors for CALL_STR_1
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 26,880 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 26,880 | 100.0% |
Successors and predecessors for CALL_TYPE_1
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 504,300 | 100.0% |
Successors | Count | Percentage |
---|---|---|
IS_OP | 226,560 | 44.9% |
LOAD_GLOBAL_BUILTIN | 226,560 | 44.9% |
STORE_FAST | 51,180 | 10.1% |
Successors and predecessors for COMPARE_OP_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 1,563,160 | 77.8% |
LOAD_ATTR_SLOT | 437,800 | 21.8% |
LOAD_FAST_LOAD_FAST | 4,120 | 0.2% |
CALL_LEN | 3,860 | 0.2% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 1,997,400 | 99.4% |
LOAD_FAST | 11,540 | 0.6% |
Successors and predecessors for COMPARE_OP_STR
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 23,360 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 23,360 | 100.0% |
Successors and predecessors for CONTAINS_OP_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,132,800 | 50.3% |
LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 587,540 | 26.1% |
LOAD_FAST_LOAD_FAST | 526,080 | 23.4% |
CONTAINS_OP_SET | 5,760 | 0.3% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 1,831,700 | 81.3% |
STORE_FAST | 414,720 | 18.4% |
CONTAINS_OP_SET | 5,760 | 0.3% |
Successors and predecessors for CONTAINS_OP_SET
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 587,520 | 55.7% |
LOAD_FAST | 410,880 | 38.9% |
LOAD_GLOBAL_MODULE | 51,180 | 4.8% |
CONTAINS_OP_DICT | 5,760 | 0.5% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 1,041,900 | 98.7% |
STORE_FAST | 7,680 | 0.7% |
CONTAINS_OP_DICT | 5,760 | 0.5% |
Successors and predecessors for FOR_ITER_GEN
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 11,520 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 11,520 | 100.0% |
Successors and predecessors for FOR_ITER_LIST
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 114,260 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 60,500 | 52.9% |
ENTER_EXECUTOR | 23,040 | 20.2% |
SWAP | 19,200 | 16.8% |
LOAD_DEREF | 3,840 | 3.4% |
LOAD_FAST | 3,840 | 3.4% |
Successors and predecessors for FOR_ITER_RANGE
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 60 | 100.0% |
Successors and predecessors for FOR_ITER_TUPLE
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 149,760 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 138,240 | 92.3% |
STORE_FAST_LOAD_FAST | 11,520 | 7.7% |
Successors and predecessors for LOAD_ATTR_CLASS_WITH_METACLASS_CHECK
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 26,880 | 58.0% |
LOAD_FAST | 15,640 | 33.7% |
LOAD_ATTR | 3,840 | 8.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 30,720 | 66.3% |
LOAD_CONST | 3,840 | 8.3% |
CALL_BUILTIN_CLASS | 3,840 | 8.3% |
CALL_PY_EXACT_ARGS | 3,840 | 8.3% |
TO_BOOL_BOOL | 3,840 | 8.3% |
Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,626,700 | 100.0% |
LOAD_ATTR_INSTANCE_VALUE | 420 | 0.0% |
LOAD_ATTR | 60 | 0.0% |
LOAD_FAST_LOAD_FAST | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
CALL_BUILTIN_O | 2,580,480 | 98.2% |
RETURN_VALUE | 15,360 | 0.6% |
LOAD_FAST | 15,360 | 0.6% |
POP_JUMP_IF_NONE | 15,360 | 0.6% |
LOAD_ATTR_INSTANCE_VALUE | 420 | 0.0% |
Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 11,435,740 | 72.2% |
LOAD_DEREF | 1,777,920 | 11.2% |
LOAD_ATTR_SLOT | 1,153,420 | 7.3% |
LOAD_FAST_LOAD_FAST | 545,280 | 3.4% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 337,360 | 2.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 5,682,080 | 35.9% |
LOAD_GLOBAL_MODULE | 5,118,740 | 32.3% |
CALL_PY_EXACT_ARGS | 2,046,740 | 12.9% |
CALL_METHOD_DESCRIPTOR_NOARGS | 1,499,740 | 9.5% |
CALL_PY_GENERAL | 737,580 | 4.7% |
Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,083,540 | 95.3% |
LOAD_DEREF | 88,320 | 4.0% |
LOAD_ATTR_METHOD_WITH_VALUES | 10,000 | 0.5% |
CALL_FUNCTION_EX | 3,840 | 0.2% |
LOAD_ATTR | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,782,100 | 81.5% |
LOAD_CONST | 293,460 | 13.4% |
LOAD_FAST_LOAD_FAST | 49,980 | 2.3% |
CALL_PY_GENERAL | 26,880 | 1.2% |
CALL_PY_EXACT_ARGS | 15,640 | 0.7% |
Successors and predecessors for LOAD_ATTR_MODULE
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 1,179,160 | 99.7% |
LOAD_FAST | 3,840 | 0.3% |
LOAD_ATTR | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
CALL_ISINSTANCE | 618,380 | 52.3% |
PUSH_NULL | 219,060 | 18.5% |
LOAD_FAST | 161,280 | 13.6% |
LOAD_FAST_LOAD_FAST | 115,200 | 9.7% |
LOAD_ATTR | 34,560 | 2.9% |
Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_NO_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,234,880 | 66.7% |
LOAD_FAST_LOAD_FAST | 1,117,460 | 33.3% |
Successors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 1,570,560 | 46.8% |
CONTAINS_OP_DICT | 587,540 | 17.5% |
CONTAINS_OP_SET | 587,520 | 17.5% |
STORE_FAST | 526,080 | 15.7% |
LOAD_ATTR_METHOD_NO_DICT | 46,080 | 1.4% |
Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 737,080 | 98.4% |
ENTER_EXECUTOR | 6,700 | 0.9% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 5,600 | 0.7% |
Successors | Count | Percentage |
---|---|---|
FORMAT_SIMPLE | 352,640 | 47.1% |
LOAD_ATTR_METHOD_NO_DICT | 337,360 | 45.0% |
LOAD_CONST | 34,560 | 4.6% |
PUSH_NULL | 7,680 | 1.0% |
BUILD_MAP | 7,680 | 1.0% |
Successors and predecessors for LOAD_ATTR_PROPERTY
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 660,580 | 95.0% |
LOAD_FAST_LOAD_FAST | 30,720 | 4.4% |
LOAD_ATTR_SLOT | 3,740 | 0.5% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 380,140 | 54.7% |
ENTER_EXECUTOR | 314,900 | 45.3% |
Successors and predecessors for LOAD_ATTR_SLOT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 21,914,440 | 73.4% |
LOAD_ATTR_SLOT | 6,590,100 | 22.1% |
LOAD_FAST_LOAD_FAST | 698,880 | 2.3% |
COPY | 541,760 | 1.8% |
LOAD_DEREF | 73,240 | 0.2% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 8,905,920 | 29.8% |
LOAD_ATTR_SLOT | 6,590,100 | 22.1% |
TO_BOOL_ALWAYS_TRUE | 6,471,600 | 21.7% |
LOAD_CONST | 2,235,780 | 7.5% |
LOAD_ATTR_METHOD_NO_DICT | 1,153,420 | 3.9% |
Successors and predecessors for LOAD_GLOBAL_BUILTIN
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 3,097,540 | 37.8% |
STORE_FAST | 1,265,580 | 15.5% |
LOAD_FAST | 1,169,280 | 14.3% |
POP_JUMP_IF_FALSE | 1,120,940 | 13.7% |
STORE_FAST_STORE_FAST | 633,760 | 7.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 6,669,800 | 81.5% |
LOAD_FAST_LOAD_FAST | 898,540 | 11.0% |
CALL_ISINSTANCE | 537,760 | 6.6% |
CHECK_EXC_MATCH | 42,240 | 0.5% |
LOAD_GLOBAL_BUILTIN | 23,040 | 0.3% |
Successors and predecessors for LOAD_GLOBAL_MODULE
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_METHOD_NO_DICT | 5,118,740 | 49.3% |
RESUME_CHECK | 1,567,700 | 15.1% |
LOAD_FAST | 1,449,900 | 14.0% |
POP_JUMP_IF_FALSE | 569,440 | 5.5% |
LOAD_ATTR_SLOT | 549,020 | 5.3% |
Successors | Count | Percentage |
---|---|---|
LOAD_ATTR | 5,522,320 | 53.2% |
LOAD_FAST | 1,568,000 | 15.1% |
LOAD_ATTR_MODULE | 1,179,160 | 11.4% |
LOAD_FAST_LOAD_FAST | 1,098,360 | 10.6% |
CALL_ISINSTANCE | 723,420 | 7.0% |
Successors and predecessors for RESUME_CHECK
Predecessors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 14,584,900 | 63.5% |
CACHE | 4,512,060 | 19.6% |
CALL_PY_GENERAL | 1,846,740 | 8.0% |
CALL_BOUND_METHOD_EXACT_ARGS | 606,640 | 2.6% |
CALL_KW_PY | 399,480 | 1.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 14,710,300 | 64.1% |
LOAD_GLOBAL_BUILTIN | 3,097,540 | 13.5% |
NOP | 1,605,700 | 7.0% |
LOAD_GLOBAL_MODULE | 1,567,700 | 6.8% |
LOAD_FAST_LOAD_FAST | 1,159,680 | 5.1% |
Successors and predecessors for SEND_GEN
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
POP_TOP | 3,840 | 100.0% |
Successors and predecessors for STORE_ATTR_SLOT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 3,527,560 | 54.9% |
LOAD_FAST_LOAD_FAST | 2,321,260 | 36.1% |
SWAP | 541,760 | 8.4% |
STORE_ATTR_SLOT | 29,380 | 0.5% |
ENTER_EXECUTOR | 5,460 | 0.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 2,259,120 | 35.2% |
RETURN_CONST | 1,698,840 | 26.4% |
LOAD_FAST_LOAD_FAST | 1,125,520 | 17.5% |
LOAD_CONST | 698,880 | 10.9% |
LOAD_GLOBAL_BUILTIN | 537,600 | 8.4% |
Successors and predecessors for STORE_SUBSCR_DICT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 57,600 | 37.4% |
RETURN_VALUE | 49,920 | 32.4% |
CALL_BUILTIN_O | 42,780 | 27.8% |
LOAD_FAST_LOAD_FAST | 3,840 | 2.5% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 57,600 | 37.4% |
ENTER_EXECUTOR | 49,920 | 32.4% |
POP_EXCEPT | 30,720 | 19.9% |
LOAD_FAST | 15,900 | 10.3% |
Successors and predecessors for TO_BOOL_ALWAYS_TRUE
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_SLOT | 6,471,600 | 97.2% |
LOAD_FAST | 132,340 | 2.0% |
COPY | 51,720 | 0.8% |
TO_BOOL_NONE | 3,460 | 0.1% |
TO_BOOL_ALWAYS_TRUE | 460 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_TRUE | 6,114,300 | 91.8% |
POP_JUMP_IF_FALSE | 541,620 | 8.1% |
TO_BOOL_NONE | 3,480 | 0.1% |
TO_BOOL_ALWAYS_TRUE | 460 | 0.0% |
Successors and predecessors for TO_BOOL_BOOL
Predecessors | Count | Percentage |
---|---|---|
CALL_ISINSTANCE | 1,941,000 | 31.5% |
LOAD_FAST | 1,747,300 | 28.3% |
LOAD_ATTR_SLOT | 626,200 | 10.1% |
COPY | 591,440 | 9.6% |
CALL_BUILTIN_FAST | 362,360 | 5.9% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 4,977,440 | 80.7% |
POP_JUMP_IF_TRUE | 1,122,780 | 18.2% |
EXTENDED_ARG | 41,920 | 0.7% |
UNARY_NOT | 23,040 | 0.4% |
TO_BOOL_NONE | 4,640 | 0.1% |
Successors and predecessors for TO_BOOL_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_ATTR_SLOT | 3,840 | 100.0% |
Successors | Count | Percentage |
---|---|---|
EXTENDED_ARG | 3,840 | 100.0% |
Successors and predecessors for TO_BOOL_LIST
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 22,560 | 53.7% |
COPY | 19,200 | 45.7% |
TO_BOOL_NONE | 260 | 0.6% |
ENTER_EXECUTOR | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_TRUE | 41,760 | 99.3% |
TO_BOOL_NONE | 260 | 0.6% |
POP_JUMP_IF_FALSE | 20 | 0.0% |
Successors and predecessors for TO_BOOL_NONE
Predecessors | Count | Percentage |
---|---|---|
RETURN_CONST | 5,157,840 | 70.5% |
LOAD_FAST | 1,194,140 | 16.3% |
COPY | 504,640 | 6.9% |
ENTER_EXECUTOR | 317,100 | 4.3% |
LOAD_ATTR_SLOT | 106,320 | 1.5% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_FALSE | 5,774,660 | 79.0% |
POP_JUMP_IF_TRUE | 1,363,060 | 18.6% |
EXTENDED_ARG | 165,360 | 2.3% |
TO_BOOL_BOOL | 4,640 | 0.1% |
TO_BOOL_ALWAYS_TRUE | 3,460 | 0.0% |
Successors and predecessors for TO_BOOL_STR
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,289,460 | 90.8% |
COPY | 69,540 | 4.9% |
RETURN_VALUE | 42,240 | 3.0% |
STORE_FAST_LOAD_FAST | 11,520 | 0.8% |
LOAD_ATTR_SLOT | 7,680 | 0.5% |
Successors | Count | Percentage |
---|---|---|
POP_JUMP_IF_TRUE | 786,840 | 55.4% |
POP_JUMP_IF_FALSE | 633,620 | 44.6% |
TO_BOOL_NONE | 260 | 0.0% |
Successors and predecessors for UNPACK_SEQUENCE_TUPLE
Predecessors | Count | Percentage |
---|---|---|
YIELD_VALUE | 53,760 | 87.5% |
CALL_METHOD_DESCRIPTOR_NOARGS | 7,680 | 12.5% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 34,560 | 56.2% |
STORE_FAST | 26,880 | 43.8% |
Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE
Predecessors | Count | Percentage |
---|---|---|
FOR_ITER | 647,040 | 50.7% |
RETURN_VALUE | 629,760 | 49.3% |
CALL_METHOD_DESCRIPTOR_NOARGS | 40 | 0.0% |
UNPACK_SEQUENCE | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 1,276,860 | 100.0% |
Successors and predecessors for ENTER_EXECUTOR
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 864,000 | 19.5% |
POP_TOP | 838,700 | 18.9% |
LOAD_FAST_LOAD_FAST | 716,580 | 16.2% |
CALL_PY_EXACT_ARGS | 706,260 | 15.9% |
POP_JUMP_IF_TRUE | 437,920 | 9.9% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 1,971,100 | 44.5% |
RETURN_CONST | 1,595,800 | 36.0% |
TO_BOOL_NONE | 317,100 | 7.2% |
YIELD_VALUE | 238,080 | 5.4% |
CALL_PY_EXACT_ARGS | 206,000 | 4.6% |
Specialization stats by family
specialization stats for BINARY_OP family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
19,441,860 | 100.0% |
miss
ⓘSpecialized instructions that deopt. |
60 | 0.0% |
specialization stats for BINARY_SUBSCR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
7,680 | 0.1% |
hit
ⓘSpecialized instructions that complete. |
13,044,540 | 99.9% |
miss
ⓘSpecialized instructions that deopt. |
11,740 | 0.1% |
Success | Count | Ratio |
---|---|---|
Success | 240 | 75.0% |
Failure | 80 | 25.0% |
Failure kind | Count | Ratio |
---|---|---|
out of range | 40 | 50.0% |
list slice | 40 | 50.0% |
specialization stats for CALL family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
42,494,560 | 97.3% |
miss
ⓘSpecialized instructions that deopt. |
1,186,640 | 2.7% |
Success | Count | Ratio |
---|---|---|
Success | 22,620 | 100.0% |
Failure | 0 | 0.0% |
specialization stats for COMPARE_OP family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
4,823,320 | 25.7% |
hit
ⓘSpecialized instructions that complete. |
13,973,760 | 74.3% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 1,300 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
baseobject | 1,300 | 100.0% |
specialization stats for CONTAINS_OP family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
20 | 0.0% |
hit
ⓘSpecialized instructions that complete. |
6,650,880 | 91.6% |
miss
ⓘSpecialized instructions that deopt. |
610,560 | 8.4% |
Success | Count | Ratio |
---|---|---|
Success | 11,520 | 100.0% |
Failure | 0 | 0.0% |
specialization stats for FOR_ITER family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
1,538,060 | 81.8% |
hit
ⓘSpecialized instructions that complete. |
340,880 | 18.1% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 500 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
dict items | 180 | 36.0% |
dict keys | 120 | 24.0% |
ascii string | 120 | 24.0% |
enumerate | 80 | 16.0% |
specialization stats for LOAD_ATTR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
6,331,920 | 3.8% |
deopt
ⓘSpecialized instructions that deopt. |
297,200 | 0.2% |
hit
ⓘSpecialized instructions that complete. |
159,527,460 | 95.2% |
miss
ⓘSpecialized instructions that deopt. |
1,696,900 | 1.0% |
Success | Count | Ratio |
---|---|---|
Success | 32,220 | 87.4% |
Failure | 4,640 | 12.6% |
Failure kind | Count | Ratio |
---|---|---|
mutable class | 3,680 | 79.3% |
method | 740 | 15.9% |
class method obj | 120 | 2.6% |
overridden | 40 | 0.9% |
expected error | 40 | 0.9% |
specialization stats for LOAD_GLOBAL family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
18,564,180 | 100.0% |
Success | Count | Ratio |
---|---|---|
Success | 80 | 100.0% |
Failure | 0 | 0.0% |
specialization stats for SEND family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
30,720 | 100.0% |
specialization stats for STORE_ATTR family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
34,637,380 | 95.7% |
miss
ⓘSpecialized instructions that deopt. |
1,557,240 | 4.3% |
Success | Count | Ratio |
---|---|---|
Success | 29,380 | 100.0% |
Failure | 0 | 0.0% |
specialization stats for STORE_SUBSCR family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
172,800 | 100.0% |
specialization stats for TO_BOOL family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
15,420 | 0.0% |
hit
ⓘSpecialized instructions that complete. |
35,463,540 | 97.4% |
miss
ⓘSpecialized instructions that deopt. |
942,520 | 2.6% |
Success | Count | Ratio |
---|---|---|
Success | 17,760 | 99.2% |
Failure | 140 | 0.8% |
Failure kind | Count | Ratio |
---|---|---|
sequence | 60 | 42.9% |
other | 40 | 28.6% |
dict | 40 | 28.6% |
specialization stats for UNPACK_SEQUENCE family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
3,889,980 | 100.0% |
Success | Count | Ratio |
---|---|---|
Success | 20 | 100.0% |
Failure | 0 | 0.0% |
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. |
205,136,940 | 52.8% |
Not specialized
ⓘInstructions that could be specialized but aren't, e.g. |
12,723,620 | 3.3% |
Specialized hits
ⓘSpecialized instructions, e.g. |
164,424,080 | 42.3% |
Specialized misses
ⓘSpecialized instructions, e.g. |
6,005,940 | 1.5% |
Breakdown of deferred (not specialized) instruction counts by family
Name | Count | Ratio |
---|---|---|
LOAD_ATTR | 6,331,920 | 49.8% |
COMPARE_OP | 4,823,320 | 37.9% |
FOR_ITER | 1,538,060 | 12.1% |
TO_BOOL | 15,420 | 0.1% |
BINARY_SUBSCR | 7,680 | 0.1% |
CONTAINS_OP | 20 | 0.0% |
BINARY_SLICE | 0 | 0.0% |
STORE_SLICE | 0 | 0.0% |
CACHE | 0 | 0.0% |
BINARY_OP_INPLACE_ADD_UNICODE | 0 | 0.0% |
Breakdown of misses (specialized deopts) instruction counts by family
Name | Count | Ratio |
---|---|---|
STORE_ATTR_SLOT | 1,557,240 | 25.9% |
LOAD_ATTR_SLOT | 846,960 | 14.1% |
CALL_PY_EXACT_ARGS | 671,480 | 11.2% |
LOAD_ATTR_METHOD_WITH_VALUES | 530,120 | 8.8% |
CALL_BOUND_METHOD_EXACT_ARGS | 506,160 | 8.4% |
TO_BOOL_NONE | 459,700 | 7.7% |
CONTAINS_OP_DICT | 305,280 | 5.1% |
CONTAINS_OP_SET | 305,280 | 5.1% |
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 297,200 | 4.9% |
TO_BOOL_BOOL | 246,900 | 4.1% |
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 | 4,684,860 | 14.0% |
Calls to Python functions inlined | 28,877,160 | 86.0% |
Calls via PyEval_EvalFrame (total) | 4,684,860 | 14.0% |
Calls via PyEval_EvalFrame (vector) | 4,227,900 | 12.6% |
Calls via PyEval_EvalFrame (generator) | 456,960 | 1.4% |
Calls via PyEval_EvalFrame (legacy) | 0 | 0.0% |
Calls via PyEval_EvalFrame (function vectorcall) | 4,227,900 | 12.6% |
Calls via PyEval_EvalFrame (build class) | 0 | 0.0% |
Calls via PyEval_EvalFrame (slot) | 422,400 | 1.3% |
Calls via PyEval_EvalFrame (function ex) | 11,580 | 0.0% |
Calls via PyEval_EvalFrame (api) | 2,580,480 | 7.7% |
Calls via PyEval_EvalFrame (method) | 0 | 0.0% |
Frame objects created | 42,240 | 0.1% |
Frames pushed | 32,997,540 | 98.3% |
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 | 8,352,460 | 23.1% |
Frees to freelist | 8,349,300 | |
Allocations | 27,804,600 | 76.9% |
Allocations to 512 bytes | 27,776,940 | 76.8% |
Allocations to 4 kbytes | 27,640 | 0.1% |
Allocations over 4 kbytes | 20 | 0.0% |
Frees | 27,494,661 | |
Inline values | 641,280 | |
Interpreter mortal increfs | 200,637,020 | 26.9% |
Interpreter mortal decrefs | 242,440,620 | 30.5% |
Mortal increfs | 335,656,391 | 45.0% |
Mortal decrefs | 326,758,208 | 41.2% |
Interpreter immortal increfs | 62,094,500 | 8.3% |
Interpreter immortal decrefs | 62,387,120 | 7.9% |
Immortal increfs | 146,791,869 | 19.7% |
Immortal decrefs | 162,010,172 | 20.4% |
Materialize dict (on request) | 0 | 0.0% |
Materialize dict (new key) | 0 | 0.0% |
Materialize dict (too big) | 0 | 0.0% |
Materialize dict (str subclass) | 0 | 0.0% |
Method cache hits | 24,981,957 | |
Method cache misses | 836,863 | |
Method cache collisions | 889,170 | |
Method cache dunder hits | 10,977,943 | |
Method cache dunder misses | 52,757 |
GC collections and effectiveness
Collected/visits gives some measure of efficiency.
Generation | Collections | Objects collected | Object visits |
---|---|---|---|
0 | 0 | 0 | 0 |
1 | 600 | 832,560 | 8,410,760 |
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. |
3,800 | |
Traces created
ⓘThe number of traces that were successfully created. |
1,340 | 35.3% |
Trace stack overflow
ⓘA trace is truncated because it would require more than 5 stack frames. |
40 | 1.1% |
Trace stack underflow
ⓘA potential trace is abandoned because it pops more frames than it pushes. |
2,220 | 58.4% |
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. |
2,420 | 63.7% |
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. |
100 | 2.6% |
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 |
30,220,860 | |
Uops executed
ⓘThe total number of uops (micro-operations) that were executed |
864,026,780 | 2,859.0% |
Count | Ratio | |
---|---|---|
Optimizer attempts
ⓘThe number of times the trace optimizer (_Py_uop_analyze_and_optimize) was run. |
1,340 | |
Optimizer successes
ⓘThe number of traces that were successfully optimized. |
1,140 | 85.1% |
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 | 200 | 14.9% |
<= 16 | 160 | 11.9% |
<= 32 | 160 | 11.9% |
<= 64 | 260 | 19.4% |
<= 128 | 420 | 31.3% |
<= 256 | 120 | 9.0% |
<= 512 | 20 | 1.5% |
optimized trace length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
<= 2 | 0 | 0.0% |
<= 4 | 80 | 6.0% |
<= 8 | 180 | 13.4% |
<= 16 | 100 | 7.5% |
<= 32 | 340 | 25.4% |
<= 64 | 180 | 13.4% |
<= 128 | 220 | 16.4% |
<= 256 | 40 | 3.0% |
trace run length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
uop execution stats
Name | Count | Self | Cumulative | Miss ratio |
---|---|---|---|---|
_LOAD_FAST_0 | 113,824,380 | 13.2% | 13.2% | |
_LOAD_ATTR_SLOT_0 | 79,330,000 | 9.2% | 22.4% | |
_SET_IP | 46,762,860 | 5.4% | 27.8% | |
_CHECK_VALIDITY | 40,362,480 | 4.7% | 32.4% | |
_GUARD_TYPE_VERSION | 39,562,640 | 4.6% | 37.0% | 20.4% |
_MAKE_WARM | 32,789,660 | 3.8% | 40.8% | |
_START_EXECUTOR | 30,220,860 | 3.5% | 44.3% | |
_STORE_ATTR_SLOT | 29,769,200 | 3.4% | 47.8% | |
_EXIT_TRACE | 29,099,560 | 3.4% | 51.1% | |
_GUARD_IS_TRUE_POP | 24,285,800 | 2.8% | 53.9% | 5.8% |
_LOAD_FAST_1 | 22,737,820 | 2.6% | 56.6% | |
_CHECK_PERIODIC | 19,987,820 | 2.3% | 58.9% | |
_LOAD_CONST_INLINE_BORROW | 16,615,980 | 1.9% | 60.8% | |
_LOAD_ATTR_METHOD_NO_DICT | 16,462,120 | 1.9% | 62.7% | |
_GUARD_BOTH_INT | 15,294,080 | 1.8% | 64.5% | |
_GUARD_IS_FALSE_POP | 15,066,100 | 1.7% | 66.2% | 6.8% |
_LOAD_FAST_2 | 12,291,760 | 1.4% | 67.6% | |
_GUARD_NOS_INT | 10,935,720 | 1.3% | 68.9% | |
_CHECK_VALIDITY_AND_SET_IP | 10,819,960 | 1.3% | 70.2% | |
_COMPARE_OP_INT | 10,751,380 | 1.2% | 71.4% | |
_SWAP | 10,666,920 | 1.2% | 72.6% | |
_BINARY_OP_ADD_INT | 10,367,400 | 1.2% | 73.8% | |
_COPY | 10,348,420 | 1.2% | 75.0% | |
_BINARY_SUBSCR_STR_INT | 10,172,120 | 1.2% | 76.2% | |
_POP_TOP | 9,536,360 | 1.1% | 77.3% | |
_PUSH_FRAME | 9,365,700 | 1.1% | 78.4% | |
_SAVE_RETURN_OFFSET | 9,273,540 | 1.1% | 79.5% | |
_TO_BOOL_BOOL | 8,894,720 | 1.0% | 80.5% | |
_CHECK_FUNCTION_VERSION | 8,686,380 | 1.0% | 81.5% | 5.2% |
_RESUME_CHECK | 8,240,580 | 1.0% | 82.5% | 0.0% |
_TO_BOOL_STR | 7,829,620 | 0.9% | 83.4% | 7.1% |
_CALL_METHOD_DESCRIPTOR_FAST | 7,207,620 | 0.8% | 84.2% | |
_CHECK_FUNCTION | 7,057,740 | 0.8% | 85.0% | |
_PY_FRAME_GENERAL | 6,299,320 | 0.7% | 85.8% | |
_LOAD_ATTR_NONDESCRIPTOR_NO_DICT | 6,155,500 | 0.7% | 86.5% | |
_RETURN_VALUE | 5,976,620 | 0.7% | 87.2% | |
_LOAD_ATTR | 5,733,580 | 0.7% | 87.8% | |
_LOAD_FAST_3 | 5,133,380 | 0.6% | 88.4% | |
_BINARY_OP_SUBTRACT_INT | 5,111,020 | 0.6% | 89.0% | |
_STORE_FAST_2 | 5,087,420 | 0.6% | 89.6% | |
_FOR_ITER_TIER_TWO | 4,824,880 | 0.6% | 90.2% | 38.5% |
_LOAD_CONST_INLINE | 4,800,940 | 0.6% | 90.7% | |
_LOAD_CONST_INLINE_WITH_NULL | 4,443,000 | 0.5% | 91.2% | |
_TO_BOOL_NONE | 4,209,860 | 0.5% | 91.7% | 59.0% |
_COMPARE_OP | 3,962,600 | 0.5% | 92.2% | |
_CONTAINS_OP_DICT | 3,809,260 | 0.4% | 92.6% | |
_TO_BOOL_INT | 3,352,320 | 0.4% | 93.0% | |
_CALL_ISINSTANCE | 3,054,840 | 0.4% | 93.4% | |
_REPLACE_WITH_TRUE | 2,937,320 | 0.3% | 93.7% | |
_STORE_FAST_1 | 2,859,160 | 0.3% | 94.0% | |
_STORE_FAST_3 | 2,740,480 | 0.3% | 94.3% | |
_JUMP_TO_TOP | 2,568,800 | 0.3% | 94.6% | |
_UNPACK_SEQUENCE_TWO_TUPLE | 2,505,600 | 0.3% | 94.9% | |
_TIER2_RESUME_CHECK | 2,169,720 | 0.3% | 95.2% | |
_TO_BOOL | 2,069,760 | 0.2% | 95.4% | |
_LOAD_FAST_4 | 2,046,740 | 0.2% | 95.7% | |
_CHECK_FUNCTION_EXACT_ARGS | 1,933,980 | 0.2% | 95.9% | |
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT | 1,719,720 | 0.2% | 96.1% | |
_GUARD_KEYS_VERSION | 1,719,720 | 0.2% | 96.3% | |
_CHECK_STACK_SPACE_OPERAND | 1,712,900 | 0.2% | 96.5% | |
_LOAD_FAST_6 | 1,591,640 | 0.2% | 96.7% | |
_STORE_FAST_5 | 1,511,300 | 0.2% | 96.8% | |
_CALL_METHOD_DESCRIPTOR_NOARGS | 1,437,900 | 0.2% | 97.0% | |
_GUARD_BOTH_UNICODE | 1,366,720 | 0.2% | 97.2% | |
_BINARY_SLICE | 1,340,160 | 0.2% | 97.3% | |
_STORE_FAST_4 | 1,281,640 | 0.1% | 97.5% | |
_COMPARE_OP_STR | 1,190,080 | 0.1% | 97.6% | |
_DYNAMIC_EXIT | 1,121,280 | 0.1% | 97.7% | |
_LOAD_ATTR_PROPERTY_FRAME | 1,029,120 | 0.1% | 97.8% | |
_LOAD_FAST_5 | 984,940 | 0.1% | 98.0% | |
_GET_ITER | 947,660 | 0.1% | 98.1% | |
_LOAD_ATTR_METHOD_WITH_VALUES | 923,260 | 0.1% | 98.2% | |
_BUILD_TUPLE | 894,720 | 0.1% | 98.3% | |
_LOAD_FAST | 890,600 | 0.1% | 98.4% | |
_INIT_CALL_PY_EXACT_ARGS_0 | 847,780 | 0.1% | 98.5% | |
_LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES | 796,460 | 0.1% | 98.6% | |
_STORE_FAST_6 | 678,760 | 0.1% | 98.7% | |
_STORE_FAST | 664,040 | 0.1% | 98.7% | |
_STORE_ATTR | 618,120 | 0.1% | 98.8% | |
_GUARD_IS_NOT_NONE_POP | 591,080 | 0.1% | 98.9% | 7.3% |
_INIT_CALL_PY_EXACT_ARGS_1 | 583,620 | 0.1% | 98.9% | |
_GUARD_NOT_EXHAUSTED_TUPLE | 545,280 | 0.1% | 99.0% | 27.5% |
_CALL_LIST_APPEND | 545,280 | 0.1% | 99.1% | |
_ITER_CHECK_TUPLE | 545,280 | 0.1% | 99.1% | |
_BUILD_LIST | 530,860 | 0.1% | 99.2% | |
_BINARY_SUBSCR | 522,240 | 0.1% | 99.2% | |
_LOAD_FAST_7 | 518,120 | 0.1% | 99.3% | |
_INIT_CALL_PY_EXACT_ARGS_2 | 502,580 | 0.1% | 99.4% | |
_CALL_BUILTIN_FAST | 460,860 | 0.1% | 99.4% | |
_STORE_FAST_7 | 422,120 | 0.0% | 99.5% | |
_ITER_NEXT_TUPLE | 395,520 | 0.0% | 99.5% | |
_GUARD_NOT_EXHAUSTED_LIST | 392,620 | 0.0% | 99.6% | 41.1% |
_ITER_CHECK_LIST | 392,620 | 0.0% | 99.6% | |
_PUSH_NULL | 355,500 | 0.0% | 99.6% | |
_BINARY_SUBSCR_DICT | 284,160 | 0.0% | 99.7% | |
_CALL_BUILTIN_O | 268,260 | 0.0% | 99.7% | |
_GUARD_IS_NONE_POP | 244,720 | 0.0% | 99.7% | 15.8% |
_ITER_NEXT_LIST | 231,340 | 0.0% | 99.8% | |
_FORMAT_SIMPLE | 218,960 | 0.0% | 99.8% | |
_BUILD_STRING | 215,400 | 0.0% | 99.8% | |
_CHECK_CALL_BOUND_METHOD_EXACT_ARGS | 202,260 | 0.0% | 99.8% | 23.1% |
_BINARY_OP_INPLACE_ADD_UNICODE | 176,640 | 0.0% | 99.9% | |
_INIT_CALL_BOUND_METHOD_EXACT_ARGS | 155,580 | 0.0% | 99.9% | |
_CONTAINS_OP_SET | 144,660 | 0.0% | 99.9% | |
_LOAD_CONST_INLINE_BORROW_WITH_NULL | 91,000 | 0.0% | 99.9% | |
_CALL_TYPE_1 | 90,900 | 0.0% | 99.9% | |
_POP_TOP_LOAD_CONST_INLINE_BORROW | 88,320 | 0.0% | 99.9% | |
_BINARY_SUBSCR_LIST_INT | 68,380 | 0.0% | 99.9% | |
_FOR_ITER_GEN_FRAME | 65,280 | 0.0% | 99.9% | |
_LOAD_DEREF | 61,260 | 0.0% | 99.9% | |
_BUILD_MAP | 49,960 | 0.0% | 100.0% | |
_UNPACK_SEQUENCE_TUPLE | 46,080 | 0.0% | 100.0% | |
_CALL_METHOD_DESCRIPTOR_O | 41,960 | 0.0% | 100.0% | |
_CONTAINS_OP | 34,540 | 0.0% | 100.0% | |
_CALL_LEN | 30,680 | 0.0% | 100.0% | |
_SEND_GEN_FRAME | 26,880 | 0.0% | 100.0% | |
_CALL_NON_PY_GENERAL | 26,820 | 0.0% | 100.0% | |
_CHECK_IS_NOT_PY_CALLABLE | 26,820 | 0.0% | 100.0% | |
_LOAD_CONST | 21,580 | 0.0% | 100.0% | |
_MAKE_CELL | 21,360 | 0.0% | 100.0% | |
_STORE_SUBSCR_DICT | 18,660 | 0.0% | 100.0% | |
_CHECK_PEP_523 | 18,240 | 0.0% | 100.0% | |
_IS_OP | 17,800 | 0.0% | 100.0% | |
_CHECK_STACK_SPACE | 14,460 | 0.0% | 100.0% | |
_CHECK_FUNCTION_VERSION_KW | 11,120 | 0.0% | 100.0% | |
_PY_FRAME_KW | 11,120 | 0.0% | 100.0% | |
_GUARD_NOT_EXHAUSTED_RANGE | 3,840 | 0.0% | 100.0% | 1.6% |
_ITER_CHECK_RANGE | 3,840 | 0.0% | 100.0% | |
_TO_BOOL_LIST | 3,820 | 0.0% | 100.0% | |
_ITER_NEXT_RANGE | 3,780 | 0.0% | 100.0% | |
_DICT_MERGE | 3,560 | 0.0% | 100.0% | |
_CHECK_ATTR_CLASS | 3,560 | 0.0% | 100.0% | |
_LOAD_ATTR_CLASS_0 | 3,560 | 0.0% | 100.0% | |
_COPY_FREE_VARS | 100 | 0.0% | 100.0% | |
_DEOPT | 20 | 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 | 400 |
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