The Data REPL

General design

An extensible "Data REPL" is provided to make directly interacting with the Data.toml a bit more convenient. It can be entered by pressing } on an empty julia> REPL line.

julia> # type }
data>
data> help
 Command  Action
 ───────────────────────────────────────────────────────────
 help     Display help information on the available commands

The foremost data collection is also listed in the prompt in much the same manner as (environment) pkg>, i.e.

(⋅) data>        # No currently loaded data collections
(example) data>  # The top data collection is "example"

Commands (and sub-commands) can be triggered by typing them out in full (i.e. cmd args...) but also abbreviated up to the unique stem. For instance if cmd is the only command starting with c, then it can be called with any of

data> cmd args...
data> cm args...
data> c args...

However, should a command conflict also exist, then c is no longer a unique stem and so c args... will produce an error message like so:

data> c args...
 ! Multiple matching Data REPL commands: cmd, conflict

The help command

help is implemented specially in the Data REPL. It can be invoked normally (i.e. help cmd) but also with ? prefix (i.e. ?cmd). Furthermore, all commands with sub-commands with automatically have a help sub-command added. Overall, help supports the following usage patterns.

data> help             # List available commands.
data> help cmd         # Obtain the help for cmd, or
data> help cmd         # list available sub-command (if applicable).
data> ?cmd             # Obtain the help for cmd.
data> help cmd subcmd  # Obtain the help for subcmd.
data> ?cmd subcmd      # Obtain the help for subcmd.
data> cmd help subcmd  # Obtain the help for subcmd.
data> cmd ?subcmd      # Obtain the help for subcmd.

Extending the Data REPL

Registering commands

To register a command, one simply needs to push a ReplCmd onto REPL_CMDS.

DataToolkitREPL.REPL_CMDS — Constant

The set of commands available directly in the Data REPL.

source

DataToolkitREPL.ReplCmd — Type

A command that can be used in the Data REPL (accessible through '}').

A ReplCmd consists of the following fields:

name, a string that designates the command, and triggers it in the repl
description, a short overview of the functionality as a string or displayable object.
execute, either a list of sub-ReplCmds, or a function which will perform the command's action. The function must take a single argument, the rest of the command as an AbstractString (for example, 'cmd arg1 arg2' will call the execute function with "arg1 arg2").
completions (optional), a function that takes a partial argument string and returns a list of candidate completions.

ReplCmd(name::String, description::String, execute::Function, [completions::Function])
ReplCmd(name::String, description::String, execute::Vector{ReplCmd})

Examples

ReplCmd("echo", "print the argument", identity)

ReplCmd("math", "A collection of basic integer arithmetic",
    [ReplCmd("add", "a + b + ...", nums -> sum(parse.(Int, split(nums))))],
     ReplCmd("mul", "a * b * ...", nums -> prod(parse.(Int, split(nums)))))

source

Helper functions

To create a pleasant user interface, a number of utility functions are provided.

DataToolkitREPL.prompt — Function

prompt(question::AbstractString, default::AbstractString="",
       allowempty::Bool=false, cleardefault::Bool=true,
       multiline::Bool=false)

Interactively ask question and return the response string, optionally with a default value. If multiline is true, RET must be pressed twice consecutively to submit a value.

Unless allowempty is set an empty response is not accepted. If cleardefault is set, then an initial backspace will clear the default value.

The prompt supports the following line-edit-y keys:

left arrow
right arrow
home
end
delete forwards
delete backwards

Example

julia> prompt("What colour is the sky? ")
What colour is the sky? Blue
"Blue"

source

DataToolkitREPL.prompt_char — Function

prompt_char(question::AbstractString, options::Vector{Char},
            default::Union{Char, Nothing}=nothing)

Interactively ask question, only accepting options keys as answers. All keys are converted to lower case on input. If default is not nothing and 'RET' is hit, then default will be returned.

Should '^C' be pressed, an InterruptException will be thrown.

source

DataToolkitREPL.confirm_yn — Function

confirm_yn(question::AbstractString, default::Bool=false)

Interactively ask question and accept y/Y/n/N as the response. If any other key is pressed, then default will be taken as the response. A " [y/n]: " string will be appended to the question, with y/n capitalised to indicate the default value.

Example

julia> confirm_yn("Do you like chocolate?", true)
Do you like chocolate? [Y/n]: y
true

source

DataToolkitREPL.peelword — Function

peelword(input::AbstractString)

Read the next 'word' from input. If input starts with a quote, this is the unescaped text between the opening and closing quote. Other wise this is simply the next word.

Returns a tuple of the form (word, rest).

Example

julia> peelword("one two")
("one", "two")

julia> peelword(""one two" three")
("one two", "three")

source

Simple example

In the below example we will extend the Data REPL by adding a command cowsay which simply call the (assumed to be installed) system cowsay executable.

function cowsay_repl(input::AbstractString)
    if isempty(input)
        confirm_yn("Are you ready to hear your fortune?", true) &&
            cowsay_repl(read(`fortune`, String))
    else
        println(read(`cowsay $input`, String))
    end
end

cowsay3 = ReplCmd(
    "cowsay3",
    "Hear what the cow has to say
\n Call with no argument to obtain a fortune.",
    cowsay_repl,
    ["Improve your data management with DataToolkits & co."])

push!(REPL_CMDS, cowsay3)

If you enter the Data REPL, you will be able to note that:

cowsay is listed in data> help
running cowsay with no arguments results in a Y/n prompt to show a fortune
pressing TAB after cowsay fills in the sole completion, Improve your data management with DataToolkits & co..

(⋅) data> help
 Command  Action
 ───────────────────────────────────────────────────────────
 cowsay   Hear what the cow has to say
 help     Display help information on the available commands

(⋅) data> ?cowsay3
 Hear what the cow has to say

 Call with no argument to obtain a fortune.

(⋅) data> cowsay
Are you ready to hear your fortune? [Y/n]: y
 _________________________________________
/ (1) A sheet of paper is an ink-lined    \
| plane. (2) An inclined plane is a slope |
| up. (3) A slow pup is a lazy dog.       |
|                                         |
| QED: A sheet of paper is a lazy dog.    |
|                                         |
| -- Willard Espy, "An Almanac of Words   |
\ at Play"                                /
 -----------------------------------------
        \   ^__^
         \  (oo)\_______
            (__)\       )\/\
                ||----w |
                ||     ||