FuJianModelPlatform/scripts/node_modules/ndarray-ops/ndarray-ops.js

"use strict"

var compile = require("cwise-compiler")

var EmptyProc = {
  body: "",
  args: [],
  thisVars: [],
  localVars: []
}

function fixup(x) {
  if(!x) {
    return EmptyProc
  }
  for(var i=0; i<x.args.length; ++i) {
    var a = x.args[i]
    if(i === 0) {
      x.args[i] = {name: a, lvalue:true, rvalue: !!x.rvalue, count:x.count||1 }
    } else {
      x.args[i] = {name: a, lvalue:false, rvalue:true, count: 1}
    }
  }
  if(!x.thisVars) {
    x.thisVars = []
  }
  if(!x.localVars) {
    x.localVars = []
  }
  return x
}

function pcompile(user_args) {
  return compile({
    args:     user_args.args,
    pre:      fixup(user_args.pre),
    body:     fixup(user_args.body),
    post:     fixup(user_args.proc),
    funcName: user_args.funcName
  })
}

function makeOp(user_args) {
  var args = []
  for(var i=0; i<user_args.args.length; ++i) {
    args.push("a"+i)
  }
  var wrapper = new Function("P", [
    "return function ", user_args.funcName, "_ndarrayops(", args.join(","), ") {P(", args.join(","), ");return a0}"
  ].join(""))
  return wrapper(pcompile(user_args))
}

var assign_ops = {
  add:  "+",
  sub:  "-",
  mul:  "*",
  div:  "/",
  mod:  "%",
  band: "&",
  bor:  "|",
  bxor: "^",
  lshift: "<<",
  rshift: ">>",
  rrshift: ">>>"
}
;(function(){
  for(var id in assign_ops) {
    var op = assign_ops[id]
    exports[id] = makeOp({
      args: ["array","array","array"],
      body: {args:["a","b","c"],
             body: "a=b"+op+"c"},
      funcName: id
    })
    exports[id+"eq"] = makeOp({
      args: ["array","array"],
      body: {args:["a","b"],
             body:"a"+op+"=b"},
      rvalue: true,
      funcName: id+"eq"
    })
    exports[id+"s"] = makeOp({
      args: ["array", "array", "scalar"],
      body: {args:["a","b","s"],
             body:"a=b"+op+"s"},
      funcName: id+"s"
    })
    exports[id+"seq"] = makeOp({
      args: ["array","scalar"],
      body: {args:["a","s"],
             body:"a"+op+"=s"},
      rvalue: true,
      funcName: id+"seq"
    })
  }
})();

var unary_ops = {
  not: "!",
  bnot: "~",
  neg: "-",
  recip: "1.0/"
}
;(function(){
  for(var id in unary_ops) {
    var op = unary_ops[id]
    exports[id] = makeOp({
      args: ["array", "array"],
      body: {args:["a","b"],
             body:"a="+op+"b"},
      funcName: id
    })
    exports[id+"eq"] = makeOp({
      args: ["array"],
      body: {args:["a"],
             body:"a="+op+"a"},
      rvalue: true,
      count: 2,
      funcName: id+"eq"
    })
  }
})();

var binary_ops = {
  and: "&&",
  or: "||",
  eq: "===",
  neq: "!==",
  lt: "<",
  gt: ">",
  leq: "<=",
  geq: ">="
}
;(function() {
  for(var id in binary_ops) {
    var op = binary_ops[id]
    exports[id] = makeOp({
      args: ["array","array","array"],
      body: {args:["a", "b", "c"],
             body:"a=b"+op+"c"},
      funcName: id
    })
    exports[id+"s"] = makeOp({
      args: ["array","array","scalar"],
      body: {args:["a", "b", "s"],
             body:"a=b"+op+"s"},
      funcName: id+"s"
    })
    exports[id+"eq"] = makeOp({
      args: ["array", "array"],
      body: {args:["a", "b"],
             body:"a=a"+op+"b"},
      rvalue:true,
      count:2,
      funcName: id+"eq"
    })
    exports[id+"seq"] = makeOp({
      args: ["array", "scalar"],
      body: {args:["a","s"],
             body:"a=a"+op+"s"},
      rvalue:true,
      count:2,
      funcName: id+"seq"
    })
  }
})();

var math_unary = [
  "abs",
  "acos",
  "asin",
  "atan",
  "ceil",
  "cos",
  "exp",
  "floor",
  "log",
  "round",
  "sin",
  "sqrt",
  "tan"
]
;(function() {
  for(var i=0; i<math_unary.length; ++i) {
    var f = math_unary[i]
    exports[f] = makeOp({
                    args: ["array", "array"],
                    pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                    body: {args:["a","b"], body:"a=this_f(b)", thisVars:["this_f"]},
                    funcName: f
                  })
    exports[f+"eq"] = makeOp({
                      args: ["array"],
                      pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                      body: {args: ["a"], body:"a=this_f(a)", thisVars:["this_f"]},
                      rvalue: true,
                      count: 2,
                      funcName: f+"eq"
                    })
  }
})();

var math_comm = [
  "max",
  "min",
  "atan2",
  "pow"
]
;(function(){
  for(var i=0; i<math_comm.length; ++i) {
    var f= math_comm[i]
    exports[f] = makeOp({
                  args:["array", "array", "array"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b","c"], body:"a=this_f(b,c)", thisVars:["this_f"]},
                  funcName: f
                })
    exports[f+"s"] = makeOp({
                  args:["array", "array", "scalar"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b","c"], body:"a=this_f(b,c)", thisVars:["this_f"]},
                  funcName: f+"s"
                  })
    exports[f+"eq"] = makeOp({ args:["array", "array"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b"], body:"a=this_f(a,b)", thisVars:["this_f"]},
                  rvalue: true,
                  count: 2,
                  funcName: f+"eq"
                  })
    exports[f+"seq"] = makeOp({ args:["array", "scalar"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b"], body:"a=this_f(a,b)", thisVars:["this_f"]},
                  rvalue:true,
                  count:2,
                  funcName: f+"seq"
                  })
  }
})();

var math_noncomm = [
  "atan2",
  "pow"
]
;(function(){
  for(var i=0; i<math_noncomm.length; ++i) {
    var f= math_noncomm[i]
    exports[f+"op"] = makeOp({
                  args:["array", "array", "array"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b","c"], body:"a=this_f(c,b)", thisVars:["this_f"]},
                  funcName: f+"op"
                })
    exports[f+"ops"] = makeOp({
                  args:["array", "array", "scalar"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b","c"], body:"a=this_f(c,b)", thisVars:["this_f"]},
                  funcName: f+"ops"
                  })
    exports[f+"opeq"] = makeOp({ args:["array", "array"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b"], body:"a=this_f(b,a)", thisVars:["this_f"]},
                  rvalue: true,
                  count: 2,
                  funcName: f+"opeq"
                  })
    exports[f+"opseq"] = makeOp({ args:["array", "scalar"],
                  pre: {args:[], body:"this_f=Math."+f, thisVars:["this_f"]},
                  body: {args:["a","b"], body:"a=this_f(b,a)", thisVars:["this_f"]},
                  rvalue:true,
                  count:2,
                  funcName: f+"opseq"
                  })
  }
})();

exports.any = compile({
  args:["array"],
  pre: EmptyProc,
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:1}], body: "if(a){return true}", localVars: [], thisVars: []},
  post: {args:[], localVars:[], thisVars:[], body:"return false"},
  funcName: "any"
})

exports.all = compile({
  args:["array"],
  pre: EmptyProc,
  body: {args:[{name:"x", lvalue:false, rvalue:true, count:1}], body: "if(!x){return false}", localVars: [], thisVars: []},
  post: {args:[], localVars:[], thisVars:[], body:"return true"},
  funcName: "all"
})

exports.sum = compile({
  args:["array"],
  pre: {args:[], localVars:[], thisVars:["this_s"], body:"this_s=0"},
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:1}], body: "this_s+=a", localVars: [], thisVars: ["this_s"]},
  post: {args:[], localVars:[], thisVars:["this_s"], body:"return this_s"},
  funcName: "sum"
})

exports.prod = compile({
  args:["array"],
  pre: {args:[], localVars:[], thisVars:["this_s"], body:"this_s=1"},
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:1}], body: "this_s*=a", localVars: [], thisVars: ["this_s"]},
  post: {args:[], localVars:[], thisVars:["this_s"], body:"return this_s"},
  funcName: "prod"
})

exports.norm2squared = compile({
  args:["array"],
  pre: {args:[], localVars:[], thisVars:["this_s"], body:"this_s=0"},
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:2}], body: "this_s+=a*a", localVars: [], thisVars: ["this_s"]},
  post: {args:[], localVars:[], thisVars:["this_s"], body:"return this_s"},
  funcName: "norm2squared"
})
  
exports.norm2 = compile({
  args:["array"],
  pre: {args:[], localVars:[], thisVars:["this_s"], body:"this_s=0"},
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:2}], body: "this_s+=a*a", localVars: [], thisVars: ["this_s"]},
  post: {args:[], localVars:[], thisVars:["this_s"], body:"return Math.sqrt(this_s)"},
  funcName: "norm2"
})
  

exports.norminf = compile({
  args:["array"],
  pre: {args:[], localVars:[], thisVars:["this_s"], body:"this_s=0"},
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:4}], body:"if(-a>this_s){this_s=-a}else if(a>this_s){this_s=a}", localVars: [], thisVars: ["this_s"]},
  post: {args:[], localVars:[], thisVars:["this_s"], body:"return this_s"},
  funcName: "norminf"
})

exports.norm1 = compile({
  args:["array"],
  pre: {args:[], localVars:[], thisVars:["this_s"], body:"this_s=0"},
  body: {args:[{name:"a", lvalue:false, rvalue:true, count:3}], body: "this_s+=a<0?-a:a", localVars: [], thisVars: ["this_s"]},
  post: {args:[], localVars:[], thisVars:["this_s"], body:"return this_s"},
  funcName: "norm1"
})

exports.sup = compile({
  args: [ "array" ],
  pre:
   { body: "this_h=-Infinity",
     args: [],
     thisVars: [ "this_h" ],
     localVars: [] },
  body:
   { body: "if(_inline_1_arg0_>this_h)this_h=_inline_1_arg0_",
     args: [{"name":"_inline_1_arg0_","lvalue":false,"rvalue":true,"count":2} ],
     thisVars: [ "this_h" ],
     localVars: [] },
  post:
   { body: "return this_h",
     args: [],
     thisVars: [ "this_h" ],
     localVars: [] }
 })

exports.inf = compile({
  args: [ "array" ],
  pre:
   { body: "this_h=Infinity",
     args: [],
     thisVars: [ "this_h" ],
     localVars: [] },
  body:
   { body: "if(_inline_1_arg0_<this_h)this_h=_inline_1_arg0_",
     args: [{"name":"_inline_1_arg0_","lvalue":false,"rvalue":true,"count":2} ],
     thisVars: [ "this_h" ],
     localVars: [] },
  post:
   { body: "return this_h",
     args: [],
     thisVars: [ "this_h" ],
     localVars: [] }
 })

exports.argmin = compile({
  args:["index","array","shape"],
  pre:{
    body:"{this_v=Infinity;this_i=_inline_0_arg2_.slice(0)}",
    args:[
      {name:"_inline_0_arg0_",lvalue:false,rvalue:false,count:0},
      {name:"_inline_0_arg1_",lvalue:false,rvalue:false,count:0},
      {name:"_inline_0_arg2_",lvalue:false,rvalue:true,count:1}
      ],
    thisVars:["this_i","this_v"],
    localVars:[]},
  body:{
    body:"{if(_inline_1_arg1_<this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k<_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}",
    args:[
      {name:"_inline_1_arg0_",lvalue:false,rvalue:true,count:2},
      {name:"_inline_1_arg1_",lvalue:false,rvalue:true,count:2}],
    thisVars:["this_i","this_v"],
    localVars:["_inline_1_k"]},
  post:{
    body:"{return this_i}",
    args:[],
    thisVars:["this_i"],
    localVars:[]}
})

exports.argmax = compile({
  args:["index","array","shape"],
  pre:{
    body:"{this_v=-Infinity;this_i=_inline_0_arg2_.slice(0)}",
    args:[
      {name:"_inline_0_arg0_",lvalue:false,rvalue:false,count:0},
      {name:"_inline_0_arg1_",lvalue:false,rvalue:false,count:0},
      {name:"_inline_0_arg2_",lvalue:false,rvalue:true,count:1}
      ],
    thisVars:["this_i","this_v"],
    localVars:[]},
  body:{
    body:"{if(_inline_1_arg1_>this_v){this_v=_inline_1_arg1_;for(var _inline_1_k=0;_inline_1_k<_inline_1_arg0_.length;++_inline_1_k){this_i[_inline_1_k]=_inline_1_arg0_[_inline_1_k]}}}",
    args:[
      {name:"_inline_1_arg0_",lvalue:false,rvalue:true,count:2},
      {name:"_inline_1_arg1_",lvalue:false,rvalue:true,count:2}],
    thisVars:["this_i","this_v"],
    localVars:["_inline_1_k"]},
  post:{
    body:"{return this_i}",
    args:[],
    thisVars:["this_i"],
    localVars:[]}
})  

exports.random = makeOp({
  args: ["array"],
  pre: {args:[], body:"this_f=Math.random", thisVars:["this_f"]},
  body: {args: ["a"], body:"a=this_f()", thisVars:["this_f"]},
  funcName: "random"
})

exports.assign = makeOp({
  args:["array", "array"],
  body: {args:["a", "b"], body:"a=b"},
  funcName: "assign" })

exports.assigns = makeOp({
  args:["array", "scalar"],
  body: {args:["a", "b"], body:"a=b"},
  funcName: "assigns" })


exports.equals = compile({
  args:["array", "array"],
  pre: EmptyProc,
  body: {args:[{name:"x", lvalue:false, rvalue:true, count:1},
               {name:"y", lvalue:false, rvalue:true, count:1}], 
        body: "if(x!==y){return false}", 
        localVars: [], 
        thisVars: []},
  post: {args:[], localVars:[], thisVars:[], body:"return true"},
  funcName: "equals"
})