gop

README

GoPlus - The Go+ language for data science

Summary about Go+

What are mainly impressions about Go+?

• A static typed language.
• Fully compatible with the Go language.
• Script-like style, and more readable code for data science than Go.

For example, the following is legal Go+ source code:

a := [1, 2, 3.4]
println(a)

How do we do this in the Go language?

package main

func main() {
    a := []float64{1, 2, 3.4}
    println(a)
}

Of course, we don't only do less-typing things.

For example, we support list comprehension, which makes data processing easier.

a := [1, 3, 5, 7, 11]
b := [x*x for x <- a, x > 3]
println(b) // output: [25 49 121]

mapData := {"Hi": 1, "Hello": 2, "Go+": 3}
reversedMap := {v: k for k, v <- mapData}
println(reversedMap) // output: map[1:Hi 2:Hello 3:Go+]

We will keep Go+ simple. This is why we call it Go+, not Go++.

Less is exponentially more.

It's for Go, and it's also for Go+.

Compatibility with Go

All Go features will be supported (including partially support cgo, see below).

All Go packages (even these packages use cgo) can be imported by Go+.

import (
    "fmt"
    "strings"
)

x := strings.NewReplacer("?", "!").Replace("hello, world???")
fmt.Println("x:", x)

And all Go+ packages can also be imported in Go programs. What you need to do is just using gop command instead of go.

First, let's make a directory named tutorial/14-Using-goplus-in-Go.

Then write a Go+ package named foo in it:

package foo

func ReverseMap(m map[string]int) map[int]string {
    return {v: k for k, v <- m}
}

Then use it in a Go package (14-Using-goplus-in-Go/gomain):

package main

import (
    "fmt"

    "github.com/goplus/gop/tutorial/14-Using-goplus-in-Go/foo"
)

func main() {
    rmap := foo.ReverseMap(map[string]int{"Hi": 1, "Hello": 2})
    fmt.Println(rmap)
}

How to build this example? You can use:

gop install -v ./...

or:

gop run tutorial/14-Using-goplus-in-Go/gomain

Go tutorial/14-Using-goplus-in-Go to get the source code.

Playground

Go+ Playground based on Docker:

• https://play.goplus.org/

Go+ Playground based on GopherJS (currently only available in v0.7.x):

• https://jsplay.goplus.org/

Go+ Jupyter kernel:

• https://github.com/wangfenjin/gopyter

Tutorials

See https://github.com/goplus/gop/tree/main/tutorial

How to build

git clone git@github.com:goplus/gop.git
cd gop/cmd
go install -v ./...  # build all Go+ tools
cd ..
gop install -v ./... # build all Go+ tutorials

Go+ features

Bytecode vs. Go code

Go+ supports bytecode backend and Go code generation.

When we use gop go or gop install command, it generates Go code to covert Go+ package into Go packages.

When we use gop run command, it doesn't call go run command. It generates bytecode to execute (in v0.9.x, go run also is using Go-code-generation mode).

In bytecode mode, Go+ doesn't support cgo. However, in Go-code-generation mode, Go+ fully supports cgo.

Commands

gop run     # Run a Go+ program
gop install # Build Go+ files and install target to GOBIN
gop test    # Test Go+ packages
gop fmt     # Format Go+ packages
gop clean   # Clean all Go+ auto generated files
gop go      # Convert Go+ packages into Go packages

Rational number: bigint, bigrat, bigfloat

We introduce the rational number as native Go+ types. We use suffix r to denote rational literals. For example, (1r << 200) means a big int whose value is equal to 2²⁰⁰. And 4/5r means the rational constant 4/5.

var a bigint = 1r << 65  // bigint, large than int64
var b bigrat = 4/5r      // bigrat
c := b - 1/3r + 3 * 1/2r // bigrat
println(a, b, c)

var x *big.Int = 1r << 65 // (1r << 65) is untyped bigint, and can be assigned to *big.Int
var y *big.Rat = 4/5r
println(x, y)

Map literal

x := {"Hello": 1, "xsw": 3.4} // map[string]float64
y := {"Hello": 1, "xsw": "Go+"} // map[string]interface{}
z := {"Hello": 1, "xsw": 3} // map[string]int
empty := {} // map[string]interface{}

Slice literal

x := [1, 3.4] // []float64
y := [1] // []int
z := [1+2i, "xsw"] // []interface{}
a := [1, 3.4, 3+4i] // []complex128
b := [5+6i] // []complex128
c := ["xsw", 3] // []interface{}
empty := [] // []interface{}

Deduce struct type

type Config struct {
    Dir   string
    Level int
}

func foo(conf *Config) {
    // ...
}

foo({Dir: "/foo/bar", Level: 1})

Here foo({Dir: "/foo/bar", Level: 1}) is equivalent to foo(&Config{Dir: "/foo/bar", Level: 1}). However, you can't replace foo(&Config{"/foo/bar", 1}) with foo({"/foo/bar", 1}), because it is confusing to consider {"/foo/bar", 1} as a struct literal.

You also can omit struct types in a return statement. For example:

type Result struct {
    Text string
}

func foo() *Result {
    return {Text: "Hi, Go+"} // return &Result{Text: "Hi, Go+"}
}

List comprehension

a := [x*x for x <- [1, 3, 5, 7, 11]]
b := [x*x for x <- [1, 3, 5, 7, 11], x > 3]
c := [i+v for i, v <- [1, 3, 5, 7, 11], i%2 == 1]
d := [k+","+s for k, s <- {"Hello": "xsw", "Hi": "Go+"}]

arr := [1, 2, 3, 4, 5, 6]
e := [[a, b] for a <- arr, a < b for b <- arr, b > 2]

x := {x: i for i, x <- [1, 3, 5, 7, 11]}
y := {x: i for i, x <- [1, 3, 5, 7, 11], i%2 == 1}
z := {v: k for k, v <- {1: "Hello", 3: "Hi", 5: "xsw", 7: "Go+"}, k > 3}

Select data from a collection

type student struct {
    name  string
    score int
}

students := [student{"Ken", 90}, student{"Jason", 80}, student{"Lily", 85}]

unknownScore, ok := {x.score for x <- students, x.name == "Unknown"}
jasonScore := {x.score for x <- students, x.name == "Jason"}

println(unknownScore, ok) // output: 0 false
println(jasonScore) // output: 80

Check if data exists in a collection

type student struct {
    name  string
    score int
}

students := [student{"Ken", 90}, student{"Jason", 80}, student{"Lily", 85}]

hasJason := {for x <- students, x.name == "Jason"} // is any student named Jason?
hasFailed := {for x <- students, x.score < 60}     // is any student failed?

For loop

sum := 0
for x <- [1, 3, 5, 7, 11, 13, 17], x > 3 {
    sum += x
}

For range of UDT

type Foo struct {
}

// Gop_Enum(proc func(val ValType)) or:
// Gop_Enum(proc func(key KeyType, val ValType))
func (p *Foo) Gop_Enum(proc func(key int, val string)) {
    // ...
}

foo := &Foo{}
for k, v := range foo {
    println(k, v)
}

for k, v <- foo {
    println(k, v)
}

println({v: k for k, v <- foo})

Note: you can't use break/continue or return statements in for range of udt.Gop_Enum(callback).

For range of UDT2

type FooIter struct {
}

// (Iterator) Next() (val ValType, ok bool) or:
// (Iterator) Next() (key KeyType, val ValType, ok bool)
func (p *FooIter) Next() (key int, val string, ok bool) {
    // ...
}

type Foo struct {
}

// Gop_Enum() Iterator
func (p *Foo) Gop_Enum() *FooIter {
    // ...
}

foo := &Foo{}
for k, v := range foo {
    println(k, v)
}

for k, v <- foo {
    println(k, v)
}

println({v: k for k, v <- foo})

Lambda expression

func plot(fn func(x float64) float64) {
    // ...
}

func plot2(fn func(x float64) (float64, float64)) {
    // ...
}

plot(x => x * x)           // plot(func(x float64) float64 { return x * x })
plot2(x => (x * x, x + x)) // plot2(func(x float64) (float64, float64) { return x * x, x + x })

Overload operators

import "math/big"

type MyBigInt struct {
    *big.Int
}

func Int(v *big.Int) MyBigInt {
    return MyBigInt{v}
}

func (a MyBigInt) + (b MyBigInt) MyBigInt { // binary operator
    return MyBigInt{new(big.Int).Add(a.Int, b.Int)}
}

func (a MyBigInt) += (b MyBigInt) {
    a.Int.Add(a.Int, b.Int)
}

func -(a MyBigInt) MyBigInt { // unary operator
    return MyBigInt{new(big.Int).Neg(a.Int)}
}

a := Int(1r)
a += Int(2r)
println(a + Int(3r))
println(-a)

Error handling

We reinvent the error handling specification in Go+. We call them ErrWrap expressions:

expr! // panic if err
expr? // return if err
expr?:defval // use defval if err

How to use them? Here is an example:

import (
    "strconv"
)

func add(x, y string) (int, error) {
    return strconv.Atoi(x)? + strconv.Atoi(y)?, nil
}

func addSafe(x, y string) int {
    return strconv.Atoi(x)?:0 + strconv.Atoi(y)?:0
}

println(`add("100", "23"):`, add("100", "23")!)

sum, err := add("10", "abc")
println(`add("10", "abc"):`, sum, err)

println(`addSafe("10", "abc"):`, addSafe("10", "abc"))

The output of this example is:

add("100", "23"): 123
add("10", "abc"): 0 strconv.Atoi: parsing "abc": invalid syntax

===> errors stack:
main.add("10", "abc")
    /Users/xsw/goplus/tutorial/15-ErrWrap/err_wrap.gop:6 strconv.Atoi(y)?

addSafe("10", "abc"): 10

Compared to corresponding Go code, It is clear and more readable.

And the most interesting thing is, the return error contains the full error stack. When we got an error, it is very easy to position what the root cause is.

How these ErrWrap expressions work? See Error Handling for more information.

Auto property

Let's see an example written in Go+:

import "github.com/goplus/gop/ast/goptest"

doc := goptest.New(`... Go+ code ...`)!

println(doc.Any().FuncDecl().Name())

In many languages, there is a concept named property who has get and set methods.

Suppose we have get property, the above example will be:

import "github.com/goplus/gop/ast/goptest"

doc := goptest.New(`... Go+ code ...`)!

println(doc.any.funcDecl.name)

In Go+, we introduce a concept named auto property. It is a get property, but is implemented automatically. If we have a method named Bar(), then we will have a get property named bar at the same time.

Unix shebang

You can use Go+ programs as shell scripts now. For example:

#!/usr/bin/env -S gop run

println("Hello, Go+")

println(1r << 129)
println(1/3r + 2/7r*2)

arr := [1, 3, 5, 7, 11, 13, 17, 19]
println(arr)
println([x*x for x <- arr, x > 3])

m := {"Hi": 1, "Go+": 2}
println(m)
println({v: k for k, v <- m})
println([k for k, _ <- m])
println([v for v <- m])

Go tutorial/20-Unix-Shebang/shebang to get the source code.

Go features

All Go features (including partially support cgo) will be supported. In bytecode mode, Go+ doesn't support cgo. However, in Go-code-generation mode, Go+ fully supports cgo.

IDE Plugins

• vscode: https://github.com/gopcode/vscode-goplus

Contributing

The Go+ project welcomes all contributors. We appreciate your help!

Here are list of Go+ Contributors. We award an email account (XXX@goplus.org) for every contributor. And we suggest you commit code by using this email account:

git config --global user.email XXX@goplus.org

If you did this, remember to add your XXX@goplus.org email to https://github.com/settings/emails.

What does a contributor to Go+ mean? He must meet one of the following conditions:

• At least one pull request of a full-featured implemention.
• At least three pull requests of feature enhancements.
• At least ten pull requests of any kind issues.

Where can you start?

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