Eyeball.jl

Object and type viewer for Julia
Author tshort
Sub Category Automata
Category Programming Paradigms
Github
Popularity
132 Stars
Updated Last
1 Year Ago
Started In
December 2021

Eyeball.jl

Object and type viewer for Julia

Build Status

Eyeball exports one main tool to browse Julia objects and types.

eye(object)
eye(object, depth)
eye(object = Main, depth = 10; interactive = true, all = false)

depth controls the depth of folding. all expands options.

The user can interactively browse the object tree using the following keys:

  • ↑ ↓ ← → -- Up and down moves through the tree. Left collapses a tree. Right expands a folded tree. Vim movement keys (h j k l) are also supported.
  • d -- Docs. Show documentation on the object.
  • e -- Expand. Show more subobjects. The number of objects is doubled each time.
  • f -- Toggle fields. By default, parameters are shown for most objects. f toggles between the normal view and a view showing the fields of an object.
  • m -- Methodswith. Show methods available for objects of this type. M specifies supertypes = true.
  • o -- Open. Open the object in a new tree view. O opens all (mainly useful for modules).
  • r -- Return tree (a FoldingTrees.Node).
  • s -- Show object.
  • S -- Sort. Open the sorted object in a new view.
  • t -- Typeof. Show the type of the object in a new tree view.
  • z -- Summarize. Toggle a summary of the object and child objects. For arrays, this shows the mean and 0, 25, 50, 75, and 100% quantiles (skipping missings).
  • . -- Sizes. Toggle display of sizes between none, Base.summarysize (includes subobjects), and sizeof.
  • 0-9 -- Fold to depth. Also toggles expansion of items normally left folded.
  • enter -- Return the selected object.
  • q -- Quit.

Notes:

  • Longer objects only have the first few elements shown when unfolded. Use e to expand.
  • Some types are left folded by default (numbers, typed arrays, ...). The number keys for folding cycle between keeping these folded and unfolding these.
  • Some types are not recursed into. This includes modules. You can use o to open these in a new tree view.
  • O and all = true adds a wrapper Eyeball.All around the object. This is mainly for use with modules where options are taken with name(module, all = true).
  • Summarize z shows a summary of child objects. That's useful for DataFrames, nested arrays, and similar types.
  • For dictionaries with simple keys (symbols, strings, or numbers), the key is shown directly. For others, a list of key-value pairs is shown.

Examples

Explore an object:

a = (h=rand(5), e=:(5sin(pi*t)), f=sin, c=33im, set=Set((:a, 9, rand(1:5, 8))), b=(c=1,d=9,e=(i=9,f=0)), x=9 => 99:109, d=Dict(1=>2, 3=>4), ds=Dict(:s=>4,:t=>7), dm=Dict(1=>9, "x"=>8))
eye(a)
julia> eye(a)
[f] fields [d] docs [e] expand [m/M] methodswith [o] open [r] tree [s] show [t] typeof [z] summarize [q] quit
 >   : NamedTuple{(:h, :e, :f, :c, :set, :b, :x, :d, :ds, :dm), Tuple{Vector{Float64}, Expr, typeof(sin), Complex{Int64}   +  h: Vector{Float64} (5,) 40 [0.589398, 0.761107, 0.963494, 0.835393, 0.488657]
      e: Expr  :(5 * sin(pi * t))
       head: Symbol  :call
       args: Vector{Any} (3,) 24 Any[:*, 5, :(sin(pi * t))]
        1: Symbol  :*
        2: Int64  5
        3: Expr  :(sin(pi * t))
         head: Symbol  :call
         args: Vector{Any} (2,) 16 Any[:sin, :(pi * t)]
          1: Symbol  :sin
          2: Expr  :(pi * t)
           head: Symbol  :call
           args: Vector{Any} (3,) 24 Any[:*, :pi, :t]
            1: Symbol  :*
            2: Symbol  :pi
            3: Symbol  :t
      f: typeof(sin)  sin
   +  c: Complex{Int64}  0+33im
      set: Set{Any}  Set(Any[:a, 9, [2, 3, 2, 5, 5, 1, 4, 5]])
       : Symbol  :a
       : Int64  9
   +   : Vector{Int64} (8,) 64 [2, 3, 2, 5, 5, 1, 4, 5]
      b: NamedTuple{(:c, :d, :e), Tuple{Int64, Int64, NamedTuple{(:i, :f), Tuple{Int64, Int64}}}}  (c = 1, d = 9, e = (i       c: Int64  1
       d: Int64  9
       e: NamedTuple{(:i, :f), Tuple{Int64, Int64}}  (i = 9, f = 0)
        i: Int64  9
        f: Int64  0
   +  x: Pair{Int64, UnitRange{Int64}}  9=>99:109
      d: Dict{Int64, Int64}  Dict(3=>4, 1=>2)
       3: Int64  4
       1: Int64  2
      ds: Dict{Symbol, Int64}  Dict(:s=>4, :t=>7)
       s: Int64  4
v      t: Int64  7

Explore a Module:

eye()      # equivalent to `eye(Main)`
Expand results 
julia> eye()
[f] fields [d] docs [e] expand [m/M] methodswith [o] open [r] tree [s] show [t] typeof [z] summarize [q] quit
 >   : Module  Main
      Base: Module  Base
      Core: Module  Core
      InteractiveUtils: Module  InteractiveUtils
      Main: Module  Main
      a: NamedTuple{(:h, :e, :f, :c, :set, :b, :x, :d, :ds, :dm), Tuple{Vector{Float64}, Expr, typeof(sin), Complex{Int6   +   h: Vector{Float64} (5,) 40 [0.589398, 0.761107, 0.963494, 0.835393, 0.488657]
       e: Expr  :(5 * sin(pi * t))
        head: Symbol  :call
        args: Vector{Any} (3,) 24 Any[:*, 5, :(sin(pi * t))]
         1: Symbol  :*
         2: Int64  5
         3: Expr  :(sin(pi * t))
          head: Symbol  :call
          args: Vector{Any} (2,) 16 Any[:sin, :(pi * t)]
           1: Symbol  :sin
           2: Expr  :(pi * t)
            head: Symbol  :call
            args: Vector{Any} (3,) 24 Any[:*, :pi, :t]
             1: Symbol  :*
             2: Symbol  :pi
             3: Symbol  :t
       f: typeof(sin)  sin
   +   c: Complex{Int64}  0+33im
       set: Set{Any}  Set(Any[:a, 9, [2, 3, 2, 5, 5, 1, 4, 5]])
        : Symbol  :a
        : Int64  9
   +    : Vector{Int64} (8,) 64 [2, 3, 2, 5, 5, 1, 4, 5]
       b: NamedTuple{(:c, :d, :e), Tuple{Int64, Int64, NamedTuple{(:i, :f), Tuple{Int64, Int64}}}}  (c = 1, d = 9, e = (        c: Int64  1
        d: Int64  9
        e: NamedTuple{(:i, :f), Tuple{Int64, Int64}}  (i = 9, f = 0)
         i: Int64  9
         f: Int64  0
   +   x: Pair{Int64, UnitRange{Int64}}  9=>99:109
v      d: Dict{Int64, Int64}  Dict(3=>4, 1=>2)

Explore a type tree:

eye(Number)
Expand results 
julia> eye(Number)
[f] fields [d] docs [e] expand [m/M] methodswith [o] open [r] tree [s] show [t] typeof [z] summarize [q] quit
>   : DataType  Number
   +  : UnionAll  Complex
      : DataType  Real
       : DataType  AbstractFloat
   +    : DataType  BigFloat
        : DataType  Float16
        : DataType  Float32
        : DataType  Float64
       : DataType  AbstractIrrational
   +    : UnionAll  Irrational
       : DataType  Integer
        : DataType  Bool
        : DataType  Signed
   +     : DataType  BigInt
         : DataType  Int128
         : DataType  Int16
         : DataType  Int32
         : DataType  Int64
         : DataType  Int8
        : DataType  Unsigned
         : DataType  UInt128
         : DataType  UInt16
         : DataType  UInt32
         : DataType  UInt64
         : DataType  UInt8
   +   : UnionAll  Rational

Use noninteractively

With the keyword argument interactive set to false, eye returns the tree as a FoldingTrees.Node. That is automatically displayed via show or by using FoldingTrees.print_tree.

eye(Number, interactive = false)
Expand results 
julia> eye(Number, interactive = false)
  DataType
├─ + : UnionAll Complex
└─   : DataType Real
   ├─   : DataType AbstractFloat
   │  ├─ + : DataType BigFloat
   │  ├─   : DataType Float16
   │  ├─   : DataType Float32
   │  └─   : DataType Float64
   ├─   : DataType AbstractIrrational
   │  └─ + : UnionAll Irrational
   ├─   : DataType Integer
   │  ├─   : DataType Bool
   │  ├─   : DataType Signed
   │  │  ├─ + : DataType BigInt
   │  │  ├─   : DataType Int128
   │  │  ├─   : DataType Int16
   │  │  ├─   : DataType Int32
   │  │  ├─   : DataType Int64
   │  │  └─   : DataType Int8
   │  └─   : DataType Unsigned
   │     ├─   : DataType UInt128
   │     ├─   : DataType UInt16
   │     ├─   : DataType UInt32
   │     ├─   : DataType UInt64
   │     └─   : DataType UInt8
   └─ + : UnionAll Rational

Summarize

Show a summary of arrays in a named tuple (also useful for DataFrames).

d = (a = rand(100), b = rand(100:200, 100), c = 4rand(Float32, 100))
eye(d)    # then hit `z` to summarize
Expand results 
julia> eye(d)
[f] fields [d] docs [e] expand [m/M] methodswith [o] open [r] tree [s] show [t] typeof [z] summarize [q] quit
 >   : NamedTuple{(:a, :b, :c), Tuple{Vector{Float64}, Vector{Int64}, Vector{Float32}}}  (a = [0.721857, 0.174408, 0.897
 >      +  a: Vector{Float64} (100,) 800 x̄=0.535717, q=[0.0372074, 0.305533, 0.556568, 0.770658, 0.979569]
 >      +  b: Vector{Int64} (100,) 800 x̄=145.5, q=[100.0, 117.0, 145.5, 170.0, 200.0]
 >      +  c: Vector{Float32} (100,) 400 x̄=1.90419, q=[0.0898504, 1.09705, 1.9039, 2.68442, 3.93898]

API

By default, eye shows the properties of an object. That can be customized for different objects. For example, Dicts are shown with the key then the value, and abstract types are shown with subtypes. To customize what's shown for SomeType, define Eyeball.getobjects(x::SomeType). This method should return an iterator that returns a key and a value describing each of the child objects to be shown.

The display of objects can also be customized with the following boolean methods:

Eyeball.shouldrecurse(x)   
Eyeball.foldobject(x)

shouldrecurse controls whether eye recurses into object x. This defaults to true. For overly large or complex objects, it helps to return false. That's done internally for Modules, Methods, and a few other types. foldobject controls whether eye automatically folds the object. This is useful for types where the components usually don't need to be shown. This defaults to false.

To add additional "summarize" options, define Base.show(io::IO, x::Eyeball.Summarize{T}) for type T.

Under the Hood

Eyeball uses FoldingTrees for display of trees and interactivity. This fork was extended to support customized key presses. TerminalPager is used for paging.

The code was adapted from InteractiveErrors.jl and Cthulhu.jl.

Required Packages

Used By Packages

No packages found.