import get from 'lodash-es/get.js'
import isbol from 'wsemi/src/isbol.mjs'
import isestr from 'wsemi/src/isestr.mjs'
import interp2NaturalNeighbor from './interp2NaturalNeighbor.mjs'
import interp2Kriging from './interp2Kriging.mjs'
/**
* 針對不規則二維數據進行指定內插點數值
*
* Unit Test: {@link https://github.com/yuda-lyu/w-gis/blob/master/test/interp2.test.mjs Github}
* @memberOf w-gis
* @param {Array} psSrc 輸入點陣列，為[{x:x1,y:y1},{x:x2,y:y2},...]點物件之陣列
* @param {Array|Object} psTar 輸入點陣列或點物件，為[{x:x1,y:y1},{x:x2,y:y2},...]點物件之陣列，或{x:x1,y:y1}點物件
* @param {Object} [opt={}] 輸入設定物件，預設{}
* @param {String} [opt.keyX='x'] 輸入點物件之x座標欄位字串，預設'x'
* @param {String} [opt.keyY='y'] 輸入點物件之y座標欄位字串，預設'y'
* @param {String} [opt.keyZ='z'] 輸入點物件之z座標或值欄位字串，預設'z'
* @param {Number} [opt.scale=1] 輸入正規化範圍數值，因polybooljs處理多邊形時有數值容許誤差，故須通過縮放值域來減少問題，預設1是正規化0至1之間，使用scaleXY則是正規化為0至scaleXY之間，預設1
* @param {String} [opt.method='naturalNeighbor'] 輸入內插方法字串，可選'naturalNeighbor'、'kriging'，預設'naturalNeighbor'
* @param {String} [opt.model='exponential'] 輸入若method='kriging'時之擬合模式字串，可選'exponential'、'gaussian'、'spherical'，預設'exponential'
* @param {Number} [opt.sigma2=0] 輸入若method='kriging'時之自動擬合參數sigma2數值，預設0
* @param {Number} [opt.alpha=100] 輸入若method='kriging'時之自動擬合參數alpha數值，預設100
* @param {Boolean} [opt.returnWithVariogram=false] 輸入若method='kriging'時之是否回傳擬合半變異數結果布林值，預設false
* @param {Boolean} [opt.useSync=false] 輸入是否使用同步函數布林值，預設false
* @returns {Promise|Array|Object} 回傳Promise或點物件陣列或點物件，若useSync=false則回傳Promise，resolve為回傳點物件陣列或點物件，reject為失敗訊息，若useSync=true則回傳點物件陣列或點物件，若發生錯誤則回傳錯誤訊息物件
* @example
*
* async function test() {
*
* let ps
* let p
* let r
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = {
* x: 243,
* y: 207,
* }
* r = await interp2(ps, p)
* console.log(r)
* // => { x: 243, y: 207, z: 97.29447682486813 }
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = {
* x: 283,
* y: 207,
* }
* r = await interp2(ps, p)
* console.log(r)
* // => { x: 283, y: 207, z: 114.43040421951906 }
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = {
* x: 1160,
* y: 380,
* }
* r = await interp2(ps, p)
* console.log(r)
* // => { x: 1160, y: 380, z: null }
*
* ps = [{ a: 243, b: 206, c: 95 }, { a: 233, b: 225, c: 146 }, { a: 21, b: 325, c: 22 }, { a: 953, b: 28, c: 223 }, { a: 1092, b: 290, c: 39 }, { a: 744, b: 200, c: 191 }, { a: 174, b: 3, c: 22 }, { a: 537, b: 368, c: 249 }, { a: 1151, b: 371, c: 86 }, { a: 814, b: 252, c: 125 }]
* p = {
* a: 243,
* b: 207,
* }
* r = await interp2(ps, p, { keyX: 'a', keyY: 'b', keyZ: 'c' })
* console.log(r)
* // => { a: 243, b: 207, c: 97.29447682486813 }
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = [
* {
* x: 243,
* y: 207,
* },
* {
* x: 283,
* y: 207,
* },
* ]
* r = await interp2(ps, p)
* console.log(r)
* // => [
* // { x: 243, y: 207, z: 97.29447682486813 },
* // { x: 283, y: 207, z: 114.43040421951906 }
* // ]
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = {
* x: 243,
* y: 207,
* }
* r = await interp2(ps, p, { method: 'kriging' })
* console.log(r)
* // => { x: 243, y: 207, z: 97.4283695751981 }
*
* ps = [{ x: 0.000243, y: 0.000206, z: 95 }, { x: 0.000233, y: 0.000225, z: 146 }, { x: 0.000021, y: 0.000325, z: 22 }, { x: 0.000953, y: 0.000028, z: 223 }, { x: 0.001092, y: 0.00029, z: 39 }, { x: 0.000744, y: 0.000200, z: 191 }, { x: 0.000174, y: 0.000003, z: 22 }, { x: 0.000537, y: 0.000368, z: 249 }, { x: 0.001151, y: 0.000371, z: 86 }, { x: 0.000814, y: 0.000252, z: 125 }]
* p = {
* x: 0.000243,
* y: 0.000207,
* }
* r = await interp2(ps, p)
* console.log(r)
* // => { x: 0.000243, y: 0.000207, z: 97.2944768248678 }
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = {
* x: 243,
* y: 207,
* }
* r = await interp2(ps, p, { scale: 1000 })
* console.log(r)
* // => { x: 243, y: 207, z: 97.29447682486855 }
*
* ps = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
* p = {
* x: 243,
* y: 207,
* }
* r = interp2(ps, p, { useSync: true }) //使用interp2.wk.umd.js則不支援sync模式
* console.log(r)
* // => { x: 243, y: 207, z: 97.29447682486813 }
*
* }
* test()
* .catch((err) => {
* console.log(err)
* })
*
*/
function interp2(psSrc, psTar, opt = {}) {
//method
let method = get(opt, 'method')
if (method !== 'naturalNeighbor' && method !== 'kriging') {
method = 'naturalNeighbor'
}
//useSync
let useSync = get(opt, 'useSync')
if (!isbol(useSync)) {
useSync = false
}
//_sync
let _sync = () => {
let r = null
try {
if (method === 'naturalNeighbor') {
r = interp2NaturalNeighbor(psSrc, psTar, opt)
}
else if (method === 'kriging') {
r = interp2Kriging(psSrc, psTar, opt)
}
}
catch (err) {
r = {
err: err.toString()
}
}
return r
}
//_async
let _async = async () => {
let r = null
try {
r = _sync()
let err = get(r, 'err')
if (isestr(err)) {
return Promise.reject(err)
}
else {
return r
}
}
catch (err) {
console.log(err)
return Promise.reject(err.toString())
}
}
if (useSync) {
return _sync()
}
else {
return _async()
}
}
export default interp2