Unit Testing
```@meta DocTestSetup = quote using Base.Test end
## Testing Base Julia
Julia is under rapid development and has an extensive test suite to verify functionality across
multiple platforms. If you build Julia from source, you can run this test suite with `make test`.
In a binary install, you can run the test suite using `Base.runtests()`.
```@docs
Base.runtests
Basic Unit Tests
The Base.Test
module provides simple unit testing functionality. Unit testing is a way to
see if your code is correct by checking that the results are what you expect. It can be helpful
to ensure your code still works after you make changes, and can be used when developing as a way
of specifying the behaviors your code should have when complete.
Simple unit testing can be performed with the @test()
and @test_throws()
macros:
```@docs Base.Test.@test Base.Test.@test_throws
For example, suppose we want to check our new function `foo(x)` works as expected:
```jldoctest testfoo
julia> using Base.Test
julia> foo(x) = length(x)^2
foo (generic function with 1 method)
If the condition is true, a Pass
is returned:
```jldoctest testfoo julia> @test foo("bar") == 9 Test Passed
julia> @test foo("fizz") >= 10 Test Passed
If the condition is false, then a `Fail` is returned and an exception is thrown:
```jldoctest testfoo
julia> @test foo("f") == 20
Test Failed
Expression: foo("f") == 20
Evaluated: 1 == 20
ERROR: There was an error during testing
If the condition could not be evaluated because an exception was thrown, which occurs in this
case because length()
is not defined for symbols, an Error
object is returned and an exception
is thrown:
julia> @test foo(:cat) == 1
Error During Test
Test threw an exception of type MethodError
Expression: foo(:cat) == 1
MethodError: no method matching length(::Symbol)
Closest candidates are:
length(::SimpleVector) at essentials.jl:256
length(::Base.MethodList) at reflection.jl:521
length(::MethodTable) at reflection.jl:597
...
Stacktrace:
[...]
ERROR: There was an error during testing
If we expect that evaluating an expression should throw an exception, then we can use @test_throws()
to check that this occurs:
```jldoctest testfoo julia> @test_throws MethodError foo(:cat) Test Passed Thrown: MethodError
## Working with Test Sets
Typically a large number of tests are used to make sure functions work correctly over a range
of inputs. In the event a test fails, the default behavior is to throw an exception immediately.
However, it is normally preferable to run the rest of the tests first to get a better picture
of how many errors there are in the code being tested.
The `@testset()` macro can be used to group tests into *sets*. All the tests in a test set will
be run, and at the end of the test set a summary will be printed. If any of the tests failed,
or could not be evaluated due to an error, the test set will then throw a `TestSetException`.
```@docs
Base.Test.@testset
We can put our tests for the foo(x)
function in a test set:
```jldoctest testfoo julia> @testset "Foo Tests" begin @test foo("a") == 1 @test foo("ab") == 4 @test foo("abc") == 9 end; Test Summary: | Pass Total Foo Tests | 3 3
Test sets can also be nested:
```jldoctest testfoo
julia> @testset "Foo Tests" begin
@testset "Animals" begin
@test foo("cat") == 9
@test foo("dog") == foo("cat")
end
@testset "Arrays $i" for i in 1:3
@test foo(zeros(i)) == i^2
@test foo(ones(i)) == i^2
end
end;
Test Summary: | Pass Total
Foo Tests | 8 8
In the event that a nested test set has no failures, as happened here, it will be hidden in the summary. If we do have a test failure, only the details for the failed test sets will be shown:
julia> @testset "Foo Tests" begin
@testset "Animals" begin
@testset "Felines" begin
@test foo("cat") == 9
end
@testset "Canines" begin
@test foo("dog") == 9
end
end
@testset "Arrays" begin
@test foo(zeros(2)) == 4
@test foo(ones(4)) == 15
end
end
Arrays: Test Failed
Expression: foo(ones(4)) == 15
Evaluated: 16 == 15
Stacktrace:
[...]
Test Summary: | Pass Fail Total
Foo Tests | 3 1 4
Animals | 2 2
Arrays | 1 1 2
ERROR: Some tests did not pass: 3 passed, 1 failed, 0 errored, 0 broken.
Other Test Macros
As calculations on floating-point values can be imprecise, you can perform approximate equality
checks using either @test a ≈ b
(where ≈
, typed via tab completion of \approx
, is the
isapprox()
function) or use isapprox()
directly.
julia> @test 1 ≈ 0.999999999
Test Passed
julia> @test 1 ≈ 0.999999
Test Failed
Expression: 1 ≈ 0.999999
Evaluated: 1 ≈ 0.999999
ERROR: There was an error during testing
```@docs Base.Test.@inferred Base.Test.@test_warn Base.Test.@test_nowarn
## Broken Tests
If a test fails consistently it can be changed to use the `@test_broken()` macro. This will denote
the test as `Broken` if the test continues to fail and alerts the user via an `Error` if the test
succeeds.
```@docs
Base.Test.@test_broken
@test_skip()
is also available to skip a test without evaluation, but counting the skipped test
in the test set reporting. The test will not run but gives a Broken
Result
.
```@docs Base.Test.@test_skip
## Creating Custom `AbstractTestSet` Types
Packages can create their own `AbstractTestSet` subtypes by implementing the `record` and `finish`
methods. The subtype should have a one-argument constructor taking a description string, with
any options passed in as keyword arguments.
```@docs
Base.Test.record
Base.Test.finish
Base.Test
takes responsibility for maintaining a stack of nested testsets as they are executed,
but any result accumulation is the responsibility of the AbstractTestSet
subtype. You can access
this stack with the get_testset
and get_testset_depth
methods. Note that these functions are
not exported.
```@docs Base.Test.get_testset Base.Test.get_testset_depth
`Base.Test` also makes sure that nested `@testset` invocations use the same `AbstractTestSet`
subtype as their parent unless it is set explicitly. It does not propagate any properties of the
testset. Option inheritance behavior can be implemented by packages using the stack infrastructure
that `Base.Test` provides.
Defining a basic `AbstractTestSet` subtype might look like:
```julia
import Base.Test: record, finish
using Base.Test: AbstractTestSet, Result, Pass, Fail, Error
using Base.Test: get_testset_depth, get_testset
struct CustomTestSet <: Base.Test.AbstractTestSet
description::AbstractString
foo::Int
results::Vector
# constructor takes a description string and options keyword arguments
CustomTestSet(desc; foo=1) = new(desc, foo, [])
end
record(ts::CustomTestSet, child::AbstractTestSet) = push!(ts.results, child)
record(ts::CustomTestSet, res::Result) = push!(ts.results, res)
function finish(ts::CustomTestSet)
# just record if we're not the top-level parent
if get_testset_depth() > 0
record(get_testset(), ts)
end
ts
end
And using that testset looks like:
@testset CustomTestSet foo=4 "custom testset inner 2" begin
# this testset should inherit the type, but not the argument.
@testset "custom testset inner" begin
@test true
end
end
@meta
DocTestSetup = nothing