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Alexandre Vassalotti7b82b402009-07-21 04:30:03 +00001All about co_lnotab, the line number table.
2
3Code objects store a field named co_lnotab. This is an array of unsigned bytes
Ivan Levkivskyi91352752017-03-14 20:42:09 +01004disguised as a Python bytes object. It is used to map bytecode offsets to
5source code line #s for tracebacks and to identify line number boundaries for
6line tracing.
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +00007
8The array is conceptually a compressed list of
9 (bytecode offset increment, line number increment)
10pairs. The details are important and delicate, best illustrated by example:
11
12 byte code offset source code line number
Ivan Levkivskyi91352752017-03-14 20:42:09 +010013 0 1
14 6 2
15 50 7
Victor Stinnerf3914eb2016-01-20 12:16:21 +010016 350 207
17 361 208
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000018
19Instead of storing these numbers literally, we compress the list by storing only
Victor Stinnerf3914eb2016-01-20 12:16:21 +010020the difference from one row to the next. Conceptually, the stored list might
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000021look like:
22
Victor Stinnerf3914eb2016-01-20 12:16:21 +010023 0, 1, 6, 1, 44, 5, 300, 200, 11, 1
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000024
Victor Stinnerf3914eb2016-01-20 12:16:21 +010025The above doesn't really work, but it's a start. An unsigned byte (byte code
Victor Stinner9f789392016-01-21 18:12:29 +010026offset) can't hold negative values, or values larger than 255, a signed byte
Victor Stinnerf3914eb2016-01-20 12:16:21 +010027(line number) can't hold values larger than 127 or less than -128, and the
Ivan Levkivskyi91352752017-03-14 20:42:09 +010028above example contains two such values. (Note that before 3.6, line number
29was also encoded by an unsigned byte.) So we make two tweaks:
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000030
Victor Stinnerf3914eb2016-01-20 12:16:21 +010031 (a) there's a deep assumption that byte code offsets increase monotonically,
32 and
33 (b) if byte code offset jumps by more than 255 from one row to the next, or if
34 source code line number jumps by more than 127 or less than -128 from one row
35 to the next, more than one pair is written to the table. In case #b,
36 there's no way to know from looking at the table later how many were written.
37 That's the delicate part. A user of co_lnotab desiring to find the source
38 line number corresponding to a bytecode address A should do something like
39 this:
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000040
41 lineno = addr = 0
42 for addr_incr, line_incr in co_lnotab:
43 addr += addr_incr
44 if addr > A:
45 return lineno
Victor Stinnerf3914eb2016-01-20 12:16:21 +010046 if line_incr >= 0x80:
47 line_incr -= 0x100
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000048 lineno += line_incr
49
50(In C, this is implemented by PyCode_Addr2Line().) In order for this to work,
51when the addr field increments by more than 255, the line # increment in each
52pair generated must be 0 until the remaining addr increment is < 256. So, in
53the example above, assemble_lnotab in compile.c should not (as was actually done
Victor Stinnerf3914eb2016-01-20 12:16:21 +010054until 2.2) expand 300, 200 to
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000055 255, 255, 45, 45,
56but to
Ivan Levkivskyi91352752017-03-14 20:42:09 +010057 255, 0, 45, 127, 0, 73.
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000058
59The above is sufficient to reconstruct line numbers for tracebacks, but not for
60line tracing. Tracing is handled by PyCode_CheckLineNumber() in codeobject.c
61and maybe_call_line_trace() in ceval.c.
62
63*** Tracing ***
64
65To a first approximation, we want to call the tracing function when the line
66number of the current instruction changes. Re-computing the current line for
67every instruction is a little slow, though, so each time we compute the line
68number we save the bytecode indices where it's valid:
69
70 *instr_lb <= frame->f_lasti < *instr_ub
71
72is true so long as execution does not change lines. That is, *instr_lb holds
73the first bytecode index of the current line, and *instr_ub holds the first
74bytecode index of the next line. As long as the above expression is true,
75maybe_call_line_trace() does not need to call PyCode_CheckLineNumber(). Note
76that the same line may appear multiple times in the lnotab, either because the
77bytecode jumped more than 255 indices between line number changes or because
78the compiler inserted the same line twice. Even in that case, *instr_ub holds
79the first index of the next line.
80
81However, we don't *always* want to call the line trace function when the above
82test fails.
83
84Consider this code:
85
861: def f(a):
872: while a:
Ivan Levkivskyi91352752017-03-14 20:42:09 +0100883: print(1)
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +0000894: break
905: else:
Ivan Levkivskyi91352752017-03-14 20:42:09 +0100916: print(2)
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000092
93which compiles to this:
94
Ivan Levkivskyi91352752017-03-14 20:42:09 +010095 2 0 SETUP_LOOP 26 (to 28)
96 >> 2 LOAD_FAST 0 (a)
97 4 POP_JUMP_IF_FALSE 18
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +000098
Ivan Levkivskyi91352752017-03-14 20:42:09 +010099 3 6 LOAD_GLOBAL 0 (print)
100 8 LOAD_CONST 1 (1)
101 10 CALL_FUNCTION 1
102 12 POP_TOP
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +0000103
Ivan Levkivskyi91352752017-03-14 20:42:09 +0100104 4 14 BREAK_LOOP
105 16 JUMP_ABSOLUTE 2
106 >> 18 POP_BLOCK
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +0000107
Ivan Levkivskyi91352752017-03-14 20:42:09 +0100108 6 20 LOAD_GLOBAL 0 (print)
109 22 LOAD_CONST 2 (2)
110 24 CALL_FUNCTION 1
111 26 POP_TOP
112 >> 28 LOAD_CONST 0 (None)
113 30 RETURN_VALUE
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +0000114
Ivan Levkivskyi91352752017-03-14 20:42:09 +0100115If 'a' is false, execution will jump to the POP_BLOCK instruction at offset 18
Alexandre Vassalotti7b82b402009-07-21 04:30:03 +0000116and the co_lnotab will claim that execution has moved to line 4, which is wrong.
117In this case, we could instead associate the POP_BLOCK with line 5, but that
118would break jumps around loops without else clauses.
119
120We fix this by only calling the line trace function for a forward jump if the
121co_lnotab indicates we have jumped to the *start* of a line, i.e. if the current
122instruction offset matches the offset given for the start of a line by the
123co_lnotab. For backward jumps, however, we always call the line trace function,
124which lets a debugger stop on every evaluation of a loop guard (which usually
125won't be the first opcode in a line).
126
127Why do we set f_lineno when tracing, and only just before calling the trace
128function? Well, consider the code above when 'a' is true. If stepping through
129this with 'n' in pdb, you would stop at line 1 with a "call" type event, then
130line events on lines 2, 3, and 4, then a "return" type event -- but because the
131code for the return actually falls in the range of the "line 6" opcodes, you
132would be shown line 6 during this event. This is a change from the behaviour in
1332.2 and before, and I've found it confusing in practice. By setting and using
134f_lineno when tracing, one can report a line number different from that
135suggested by f_lasti on this one occasion where it's desirable.