1 | All about co_lnotab, the line number table.
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2 |
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3 | Code objects store a field named co_lnotab. This is an array of unsigned bytes
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4 | disguised as a Python string. It is used to map bytecode offsets to source code
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5 | line #s for tracebacks and to identify line number boundaries for line tracing.
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6 |
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7 | The array is conceptually a compressed list of
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8 | (bytecode offset increment, line number increment)
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9 | pairs. The details are important and delicate, best illustrated by example:
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10 |
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11 | byte code offset source code line number
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12 | 0 1
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13 | 6 2
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14 | 50 7
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15 | 350 307
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16 | 361 308
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17 |
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18 | Instead of storing these numbers literally, we compress the list by storing only
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19 | the increments from one row to the next. Conceptually, the stored list might
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20 | look like:
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21 |
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22 | 0, 1, 6, 1, 44, 5, 300, 300, 11, 1
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23 |
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24 | The above doesn't really work, but it's a start. Note that an unsigned byte
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25 | can't hold negative values, or values larger than 255, and the above example
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26 | contains two such values. So we make two tweaks:
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27 |
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28 | (a) there's a deep assumption that byte code offsets and their corresponding
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29 | line #s both increase monotonically, and
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30 | (b) if at least one column jumps by more than 255 from one row to the next,
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31 | more than one pair is written to the table. In case #b, there's no way to know
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32 | from looking at the table later how many were written. That's the delicate
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33 | part. A user of co_lnotab desiring to find the source line number
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34 | corresponding to a bytecode address A should do something like this
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35 |
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36 | lineno = addr = 0
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37 | for addr_incr, line_incr in co_lnotab:
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38 | addr += addr_incr
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39 | if addr > A:
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40 | return lineno
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41 | lineno += line_incr
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42 |
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43 | (In C, this is implemented by PyCode_Addr2Line().) In order for this to work,
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44 | when the addr field increments by more than 255, the line # increment in each
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45 | pair generated must be 0 until the remaining addr increment is < 256. So, in
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46 | the example above, assemble_lnotab in compile.c should not (as was actually done
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47 | until 2.2) expand 300, 300 to
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48 | 255, 255, 45, 45,
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49 | but to
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50 | 255, 0, 45, 255, 0, 45.
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51 |
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52 | The above is sufficient to reconstruct line numbers for tracebacks, but not for
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53 | line tracing. Tracing is handled by PyCode_CheckLineNumber() in codeobject.c
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54 | and maybe_call_line_trace() in ceval.c.
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55 |
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56 | *** Tracing ***
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57 |
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58 | To a first approximation, we want to call the tracing function when the line
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59 | number of the current instruction changes. Re-computing the current line for
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60 | every instruction is a little slow, though, so each time we compute the line
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61 | number we save the bytecode indices where it's valid:
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62 |
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63 | *instr_lb <= frame->f_lasti < *instr_ub
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64 |
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65 | is true so long as execution does not change lines. That is, *instr_lb holds
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66 | the first bytecode index of the current line, and *instr_ub holds the first
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67 | bytecode index of the next line. As long as the above expression is true,
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68 | maybe_call_line_trace() does not need to call PyCode_CheckLineNumber(). Note
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69 | that the same line may appear multiple times in the lnotab, either because the
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70 | bytecode jumped more than 255 indices between line number changes or because
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71 | the compiler inserted the same line twice. Even in that case, *instr_ub holds
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72 | the first index of the next line.
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73 |
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74 | However, we don't *always* want to call the line trace function when the above
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75 | test fails.
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76 |
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77 | Consider this code:
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78 |
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79 | 1: def f(a):
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80 | 2: while a:
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81 | 3: print 1,
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82 | 4: break
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83 | 5: else:
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84 | 6: print 2,
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85 |
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86 | which compiles to this:
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87 |
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88 | 2 0 SETUP_LOOP 19 (to 22)
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89 | >> 3 LOAD_FAST 0 (a)
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90 | 6 POP_JUMP_IF_FALSE 17
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91 |
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92 | 3 9 LOAD_CONST 1 (1)
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93 | 12 PRINT_ITEM
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94 |
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95 | 4 13 BREAK_LOOP
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96 | 14 JUMP_ABSOLUTE 3
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97 | >> 17 POP_BLOCK
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98 |
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99 | 6 18 LOAD_CONST 2 (2)
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100 | 21 PRINT_ITEM
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101 | >> 22 LOAD_CONST 0 (None)
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102 | 25 RETURN_VALUE
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103 |
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104 | If 'a' is false, execution will jump to the POP_BLOCK instruction at offset 17
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105 | and the co_lnotab will claim that execution has moved to line 4, which is wrong.
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106 | In this case, we could instead associate the POP_BLOCK with line 5, but that
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107 | would break jumps around loops without else clauses.
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108 |
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109 | We fix this by only calling the line trace function for a forward jump if the
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110 | co_lnotab indicates we have jumped to the *start* of a line, i.e. if the current
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111 | instruction offset matches the offset given for the start of a line by the
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112 | co_lnotab. For backward jumps, however, we always call the line trace function,
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113 | which lets a debugger stop on every evaluation of a loop guard (which usually
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114 | won't be the first opcode in a line).
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115 |
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116 | Why do we set f_lineno when tracing, and only just before calling the trace
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117 | function? Well, consider the code above when 'a' is true. If stepping through
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118 | this with 'n' in pdb, you would stop at line 1 with a "call" type event, then
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119 | line events on lines 2, 3, and 4, then a "return" type event -- but because the
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120 | code for the return actually falls in the range of the "line 6" opcodes, you
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121 | would be shown line 6 during this event. This is a change from the behaviour in
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122 | 2.2 and before, and I've found it confusing in practice. By setting and using
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123 | f_lineno when tracing, one can report a line number different from that
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124 | suggested by f_lasti on this one occasion where it's desirable.
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