Stack Traces
The StackTraces module provides simple stack traces that are both human readable and easy to use programmatically.
Viewing a stack trace
The primary function used to obtain a stack trace is stacktrace():
julia> stacktrace()
4-element Array{StackFrame,1}:
eval(::Module, ::Any) at boot.jl:236
eval_user_input(::Any, ::Base.REPL.REPLBackend) at REPL.jl:66
macro expansion at REPL.jl:97 [inlined]
(::Base.REPL.##1#2{Base.REPL.REPLBackend})() at event.jl:73Calling stacktrace() returns a vector of StackFrame s. For ease of use, the alias StackTrace can be used in place of Vector{StackFrame}. (Examples with [...] indicate that output may vary depending on how the code is run.)
julia> example() = stacktrace()
example (generic function with 1 method)
julia> example()
5-element Array{StackFrame,1}:
example() at REPL[1]:1
eval(::Module, ::Any) at boot.jl:236
[...]
julia> @noinline child() = stacktrace()
child (generic function with 1 method)
julia> @noinline parent() = child()
parent (generic function with 1 method)
julia> grandparent() = parent()
grandparent (generic function with 1 method)
julia> grandparent()
7-element Array{StackFrame,1}:
child() at REPL[3]:1
parent() at REPL[4]:1
grandparent() at REPL[5]:1
[...]Note that when calling stacktrace() you'll typically see a frame with eval(...) at boot.jl. When calling stacktrace() from the REPL you'll also have a few extra frames in the stack from REPL.jl, usually looking something like this:
julia> example() = stacktrace()
example (generic function with 1 method)
julia> example()
5-element Array{StackFrame,1}:
example() at REPL[1]:1
eval(::Module, ::Any) at boot.jl:236
eval_user_input(::Any, ::Base.REPL.REPLBackend) at REPL.jl:66
macro expansion at REPL.jl:97 [inlined]
(::Base.REPL.##1#2{Base.REPL.REPLBackend})() at event.jl:73Extracting useful information
Each StackFrame contains the function name, file name, line number, lambda info, a flag indicating whether the frame has been inlined, a flag indicating whether it is a C function (by default C functions do not appear in the stack trace), and an integer representation of the pointer returned by backtrace():
julia> top_frame = stacktrace()[1]
eval(::Module, ::Any) at boot.jl:236
julia> top_frame.func
:eval
julia> top_frame.file
Symbol("./boot.jl")
julia> top_frame.line
236
julia> top_frame.linfo
Nullable{Core.MethodInstance}(MethodInstance for eval(::Module, ::Any))
julia> top_frame.inlined
false
julia> top_frame.from_c
falsejulia> top_frame.pointer
0x00007f390d152a59This makes stack trace information available programmatically for logging, error handling, and more.
Error handling
While having easy access to information about the current state of the callstack can be helpful in many places, the most obvious application is in error handling and debugging.
julia> @noinline bad_function() = undeclared_variable
bad_function (generic function with 1 method)
julia> @noinline example() = try
bad_function()
catch
stacktrace()
end
example (generic function with 1 method)
julia> example()
5-element Array{StackFrame,1}:
example() at REPL[2]:4
eval(::Module, ::Any) at boot.jl:236
[...]You may notice that in the example above the first stack frame points points at line 4, where stacktrace() is called, rather than line 2, where bad_function is called, and bad_function's frame is missing entirely. This is understandable, given that stacktrace() is called from the context of the catch. While in this example it's fairly easy to find the actual source of the error, in complex cases tracking down the source of the error becomes nontrivial.
This can be remedied by calling catch_stacktrace() instead of stacktrace(). Instead of returning callstack information for the current context, catch_stacktrace() returns stack information for the context of the most recent exception:
julia> @noinline bad_function() = undeclared_variable
bad_function (generic function with 1 method)
julia> @noinline example() = try
bad_function()
catch
catch_stacktrace()
end
example (generic function with 1 method)
julia> example()
6-element Array{StackFrame,1}:
bad_function() at REPL[1]:1
example() at REPL[2]:2
[...]Notice that the stack trace now indicates the appropriate line number and the missing frame.
julia> @noinline child() = error("Whoops!")
child (generic function with 1 method)
julia> @noinline parent() = child()
parent (generic function with 1 method)
julia> @noinline function grandparent()
try
parent()
catch err
println("ERROR: ", err.msg)
catch_stacktrace()
end
end
grandparent (generic function with 1 method)
julia> grandparent()
ERROR: Whoops!
7-element Array{StackFrame,1}:
child() at REPL[1]:1
parent() at REPL[2]:1
grandparent() at REPL[3]:3
[...]Comparison with backtrace()
A call to backtrace() returns a vector of Ptr{Void}, which may then be passed into stacktrace() for translation:
julia> trace = backtrace()
21-element Array{Ptr{Void},1}:
Ptr{Void} @0x00007f10049d5b2f
Ptr{Void} @0x00007f0ffeb4d29c
Ptr{Void} @0x00007f0ffeb4d2a9
Ptr{Void} @0x00007f1004993fe7
Ptr{Void} @0x00007f10049a92be
Ptr{Void} @0x00007f10049a823a
Ptr{Void} @0x00007f10049a9fb0
Ptr{Void} @0x00007f10049aa718
Ptr{Void} @0x00007f10049c0d5e
Ptr{Void} @0x00007f10049a3286
Ptr{Void} @0x00007f0ffe9ba3ba
Ptr{Void} @0x00007f0ffe9ba3d0
Ptr{Void} @0x00007f1004993fe7
Ptr{Void} @0x00007f0ded34583d
Ptr{Void} @0x00007f0ded345a87
Ptr{Void} @0x00007f1004993fe7
Ptr{Void} @0x00007f0ded34308f
Ptr{Void} @0x00007f0ded343320
Ptr{Void} @0x00007f1004993fe7
Ptr{Void} @0x00007f10049aeb67
Ptr{Void} @0x0000000000000000
julia> stacktrace(trace)
5-element Array{StackFrame,1}:
backtrace() at error.jl:46
eval(::Module, ::Any) at boot.jl:236
eval_user_input(::Any, ::Base.REPL.REPLBackend) at REPL.jl:66
macro expansion at REPL.jl:97 [inlined]
(::Base.REPL.##1#2{Base.REPL.REPLBackend})() at event.jl:73Notice that the vector returned by backtrace() had 21 pointers, while the vector returned by stacktrace() only has 5. This is because, by default, stacktrace() removes any lower-level C functions from the stack. If you want to include stack frames from C calls, you can do it like this:
julia> stacktrace(trace, true)
27-element Array{StackFrame,1}:
jl_backtrace_from_here at stackwalk.c:103
backtrace() at error.jl:46
backtrace() at sys.so:?
jl_call_method_internal at julia_internal.h:248 [inlined]
jl_apply_generic at gf.c:2215
do_call at interpreter.c:75
eval at interpreter.c:215
eval_body at interpreter.c:519
jl_interpret_toplevel_thunk at interpreter.c:664
jl_toplevel_eval_flex at toplevel.c:592
jl_toplevel_eval_in at builtins.c:614
eval(::Module, ::Any) at boot.jl:236
eval(::Module, ::Any) at sys.so:?
jl_call_method_internal at julia_internal.h:248 [inlined]
jl_apply_generic at gf.c:2215
eval_user_input(::Any, ::Base.REPL.REPLBackend) at REPL.jl:66
ip:0x7f1c707f1846
jl_call_method_internal at julia_internal.h:248 [inlined]
jl_apply_generic at gf.c:2215
macro expansion at REPL.jl:97 [inlined]
(::Base.REPL.##1#2{Base.REPL.REPLBackend})() at event.jl:73
ip:0x7f1c707ea1ef
jl_call_method_internal at julia_internal.h:248 [inlined]
jl_apply_generic at gf.c:2215
jl_apply at julia.h:1411 [inlined]
start_task at task.c:261
ip:0xffffffffffffffffIndividual pointers returned by backtrace() can be translated into StackFrame s by passing them into StackTraces.lookup():
julia> pointer = backtrace()[1];
julia> frame = StackTraces.lookup(pointer)
1-element Array{StackFrame,1}:
jl_backtrace_from_here at stackwalk.c:103
julia> println("The top frame is from $(frame[1].func)!")
The top frame is from jl_backtrace_from_here!