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moving-average-arima

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ARIMA, SARIMA, SARIMAX and AutoARIMA models for time series analysis and forecasting

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"use strict"; var Module = (function () { var _scriptDir = typeof document !== 'undefined' && document.currentScript ? document.currentScript.src : undefined; if (typeof __filename !== 'undefined') _scriptDir = _scriptDir || __filename; return (function (Module) { Module = Module || {}; var Module = typeof Module != "undefined" ? Module : {}; var readyPromiseResolve, readyPromiseReject; Module["ready"] = new Promise(function (resolve, reject) { readyPromiseResolve = resolve; readyPromiseReject = reject; }); var moduleOverrides = Object.assign({}, Module); var arguments_ = []; var thisProgram = "./this.program"; var quit_ = function (status, toThrow) { throw toThrow; }; var ENVIRONMENT_IS_WEB = typeof window == "object"; var ENVIRONMENT_IS_WORKER = typeof importScripts == "function"; var ENVIRONMENT_IS_NODE = typeof process == "object" && typeof process.versions == "object" && typeof process.versions.node == "string"; var scriptDirectory = ""; function locateFile(path) { if (Module["locateFile"]) { return Module["locateFile"](path, scriptDirectory); } return scriptDirectory + path; } var read_, readAsync, readBinary, setWindowTitle; function logExceptionOnExit(e) { if (e instanceof ExitStatus) return; var toLog = e; err("exiting due to exception: " + toLog); } if (ENVIRONMENT_IS_NODE) { if (ENVIRONMENT_IS_WORKER) { scriptDirectory = require("path").dirname(scriptDirectory) + "/"; } else { scriptDirectory = __dirname + "/"; } var fs, nodePath; if (typeof require === "function") { fs = require("fs"); nodePath = require("path"); } read_ = function (filename, binary) { filename = nodePath["normalize"](filename); return fs.readFileSync(filename, binary ? undefined : "utf8"); }; readBinary = function (filename) { var ret = read_(filename, true); if (!ret.buffer) { ret = new Uint8Array(ret); } return ret; }; readAsync = function (filename, onload, onerror) { filename = nodePath["normalize"](filename); fs.readFile(filename, function (err, data) { if (err) onerror(err); else onload(data.buffer); }); }; if (process["argv"].length > 1) { thisProgram = process["argv"][1].replace(/\\/g, "/"); } arguments_ = process["argv"].slice(2); process["on"]("uncaughtException", function (ex) { if (!(ex instanceof ExitStatus)) { throw ex; } }); process["on"]("unhandledRejection", function (reason) { throw reason; }); quit_ = function (status, toThrow) { if (keepRuntimeAlive()) { process["exitCode"] = status; throw toThrow; } logExceptionOnExit(toThrow); process["exit"](status); }; Module["inspect"] = function () { return "[Emscripten Module object]"; }; } else if (ENVIRONMENT_IS_WEB || ENVIRONMENT_IS_WORKER) { if (ENVIRONMENT_IS_WORKER) { scriptDirectory = self.location.href; } else if (typeof document != "undefined" && document.currentScript) { scriptDirectory = document.currentScript.src; } if (_scriptDir) { scriptDirectory = _scriptDir; } if (scriptDirectory.indexOf("blob:") !== 0) { scriptDirectory = scriptDirectory.substr(0, scriptDirectory.replace(/[?#].*/, "").lastIndexOf("/") + 1); } else { scriptDirectory = ""; } { read_ = function (url) { var xhr = new XMLHttpRequest; xhr.open("GET", url, false); xhr.send(null); return xhr.responseText; }; if (ENVIRONMENT_IS_WORKER) { readBinary = function (url) { var xhr = new XMLHttpRequest; xhr.open("GET", url, false); xhr.responseType = "arraybuffer"; xhr.send(null); return new Uint8Array(xhr.response); }; } readAsync = function (url, onload, onerror) { var xhr = new XMLHttpRequest; xhr.open("GET", url, true); xhr.responseType = "arraybuffer"; xhr.onload = function () { if (xhr.status == 200 || xhr.status == 0 && xhr.response) { onload(xhr.response); return; } onerror(); }; xhr.onerror = onerror; xhr.send(null); }; } setWindowTitle = function (title) { return document.title = title; }; } else { } var out = Module["print"] || console.log.bind(console); var err = Module["printErr"] || console.warn.bind(console); Object.assign(Module, moduleOverrides); moduleOverrides = null; if (Module["arguments"]) arguments_ = Module["arguments"]; if (Module["thisProgram"]) thisProgram = Module["thisProgram"]; if (Module["quit"]) quit_ = Module["quit"]; var wasmBinary; if (Module["wasmBinary"]) wasmBinary = Module["wasmBinary"]; var noExitRuntime = Module["noExitRuntime"] || true; if (typeof WebAssembly != "object") { abort("no native wasm support detected"); } var wasmMemory; var ABORT = false; var EXITSTATUS; var UTF8Decoder = typeof TextDecoder != "undefined" ? new TextDecoder("utf8") : undefined; function UTF8ArrayToString(heapOrArray, idx, maxBytesToRead) { var endIdx = idx + maxBytesToRead; var endPtr = idx; while (heapOrArray[endPtr] && !(endPtr >= endIdx)) ++endPtr; if (endPtr - idx > 16 && heapOrArray.buffer && UTF8Decoder) { return UTF8Decoder.decode(heapOrArray.subarray(idx, endPtr)); } var str = ""; while (idx < endPtr) { var u0 = heapOrArray[idx++]; if (!(u0 & 128)) { str += String.fromCharCode(u0); continue; } var u1 = heapOrArray[idx++] & 63; if ((u0 & 224) == 192) { str += String.fromCharCode((u0 & 31) << 6 | u1); continue; } var u2 = heapOrArray[idx++] & 63; if ((u0 & 240) == 224) { u0 = (u0 & 15) << 12 | u1 << 6 | u2; } else { u0 = (u0 & 7) << 18 | u1 << 12 | u2 << 6 | heapOrArray[idx++] & 63; } if (u0 < 65536) { str += String.fromCharCode(u0); } else { var ch = u0 - 65536; str += String.fromCharCode(55296 | ch >> 10, 56320 | ch & 1023); } } return str; } function UTF8ToString(ptr, maxBytesToRead) { return ptr ? UTF8ArrayToString(HEAPU8, ptr, maxBytesToRead) : ""; } function stringToUTF8Array(str, heap, outIdx, maxBytesToWrite) { if (!(maxBytesToWrite > 0)) return 0; var startIdx = outIdx; var endIdx = outIdx + maxBytesToWrite - 1; for (var i = 0; i < str.length; ++i) { var u = str.charCodeAt(i); if (u >= 55296 && u <= 57343) { var u1 = str.charCodeAt(++i); u = 65536 + ((u & 1023) << 10) | u1 & 1023; } if (u <= 127) { if (outIdx >= endIdx) break; heap[outIdx++] = u; } else if (u <= 2047) { if (outIdx + 1 >= endIdx) break; heap[outIdx++] = 192 | u >> 6; heap[outIdx++] = 128 | u & 63; } else if (u <= 65535) { if (outIdx + 2 >= endIdx) break; heap[outIdx++] = 224 | u >> 12; heap[outIdx++] = 128 | u >> 6 & 63; heap[outIdx++] = 128 | u & 63; } else { if (outIdx + 3 >= endIdx) break; heap[outIdx++] = 240 | u >> 18; heap[outIdx++] = 128 | u >> 12 & 63; heap[outIdx++] = 128 | u >> 6 & 63; heap[outIdx++] = 128 | u & 63; } } heap[outIdx] = 0; return outIdx - startIdx; } function stringToUTF8(str, outPtr, maxBytesToWrite) { return stringToUTF8Array(str, HEAPU8, outPtr, maxBytesToWrite); } var buffer, HEAP8, HEAPU8, HEAP16, HEAPU16, HEAP32, HEAPU32, HEAPF32, HEAPF64; function updateGlobalBufferAndViews(buf) { buffer = buf; Module["HEAP8"] = HEAP8 = new Int8Array(buf); Module["HEAP16"] = HEAP16 = new Int16Array(buf); Module["HEAP32"] = HEAP32 = new Int32Array(buf); Module["HEAPU8"] = HEAPU8 = new Uint8Array(buf); Module["HEAPU16"] = HEAPU16 = new Uint16Array(buf); Module["HEAPU32"] = HEAPU32 = new Uint32Array(buf); Module["HEAPF32"] = HEAPF32 = new Float32Array(buf); Module["HEAPF64"] = HEAPF64 = new Float64Array(buf); } var INITIAL_MEMORY = Module["INITIAL_MEMORY"] || 16777216; var wasmTable; var __ATPRERUN__ = []; var __ATINIT__ = []; var __ATPOSTRUN__ = []; var runtimeInitialized = false; function keepRuntimeAlive() { return noExitRuntime; } function preRun() { if (Module["preRun"]) { if (typeof Module["preRun"] == "function") Module["preRun"] = [Module["preRun"]]; while (Module["preRun"].length) { addOnPreRun(Module["preRun"].shift()); } } callRuntimeCallbacks(__ATPRERUN__); } function initRuntime() { runtimeInitialized = true; callRuntimeCallbacks(__ATINIT__); } function postRun() { if (Module["postRun"]) { if (typeof Module["postRun"] == "function") Module["postRun"] = [Module["postRun"]]; while (Module["postRun"].length) { addOnPostRun(Module["postRun"].shift()); } } callRuntimeCallbacks(__ATPOSTRUN__); } function addOnPreRun(cb) { __ATPRERUN__.unshift(cb); } function addOnInit(cb) { __ATINIT__.unshift(cb); } function addOnPostRun(cb) { __ATPOSTRUN__.unshift(cb); } var runDependencies = 0; var runDependencyWatcher = null; var dependenciesFulfilled = null; function addRunDependency(id) { runDependencies++; if (Module["monitorRunDependencies"]) { Module["monitorRunDependencies"](runDependencies); } } function removeRunDependency(id) { runDependencies--; if (Module["monitorRunDependencies"]) { Module["monitorRunDependencies"](runDependencies); } if (runDependencies == 0) { if (runDependencyWatcher !== null) { clearInterval(runDependencyWatcher); runDependencyWatcher = null; } if (dependenciesFulfilled) { var callback = dependenciesFulfilled; dependenciesFulfilled = null; callback(); } } } function abort(what) { if (Module["onAbort"]) { Module["onAbort"](what); } what = "Aborted(" + what + ")"; err(what); ABORT = true; EXITSTATUS = 1; what += ". Build with -sASSERTIONS for more info."; var e = new WebAssembly.RuntimeError(what); readyPromiseReject(e); throw e; } var dataURIPrefix = "data:application/octet-stream;base64,"; function isDataURI(filename) { return filename.startsWith(dataURIPrefix); } var wasmBinaryFile; wasmBinaryFile = "native.wasm"; if (!isDataURI(wasmBinaryFile)) { wasmBinaryFile = locateFile(wasmBinaryFile); } function getBinary(file) { try { if (file == wasmBinaryFile && wasmBinary) { return new Uint8Array(wasmBinary); } if (readBinary) { return readBinary(file); } throw "sync fetching of the wasm failed: you can preload it to Module['wasmBinary'] manually, or emcc.py will do that for you when generating HTML (but not JS)"; } catch (err) { abort(err); } } function instantiateSync(file, info) { var instance; var module; var binary; try { binary = getBinary(file); module = new WebAssembly.Module(binary); instance = new WebAssembly.Instance(module, info); } catch (e) { var str = e.toString(); err("failed to compile wasm module: " + str); if (str.includes("imported Memory") || str.includes("memory import")) { err("Memory size incompatibility issues may be due to changing INITIAL_MEMORY at runtime to something too large. Use ALLOW_MEMORY_GROWTH to allow any size memory (and also make sure not to set INITIAL_MEMORY at runtime to something smaller than it was at compile time)."); } throw e; } return [instance, module]; } function createWasm() { var info = { "a": asmLibraryArg }; function receiveInstance(instance, module) { var exports = instance.exports; Module["asm"] = exports; wasmMemory = Module["asm"]["e"]; updateGlobalBufferAndViews(wasmMemory.buffer); wasmTable = Module["asm"]["g"]; addOnInit(Module["asm"]["f"]); removeRunDependency("wasm-instantiate"); } addRunDependency("wasm-instantiate"); if (Module["instantiateWasm"]) { try { var exports = Module["instantiateWasm"](info, receiveInstance); return exports; } catch (e) { err("Module.instantiateWasm callback failed with error: " + e); readyPromiseReject(e); } } var result = instantiateSync(wasmBinaryFile, info); receiveInstance(result[0]); return Module["asm"]; } function ExitStatus(status) { this.name = "ExitStatus"; this.message = "Program terminated with exit(" + status + ")"; this.status = status; } function callRuntimeCallbacks(callbacks) { while (callbacks.length > 0) { callbacks.shift()(Module); } } function _emscripten_memcpy_big(dest, src, num) { HEAPU8.copyWithin(dest, src, src + num); } function getHeapMax() { return 2147483648; } function emscripten_realloc_buffer(size) { try { wasmMemory.grow(size - buffer.byteLength + 65535 >>> 16); updateGlobalBufferAndViews(wasmMemory.buffer); return 1; } catch (e) { } } function _emscripten_resize_heap(requestedSize) { var oldSize = HEAPU8.length; requestedSize = requestedSize >>> 0; var maxHeapSize = getHeapMax(); if (requestedSize > maxHeapSize) { return false; } var alignUp = function (x, multiple) { return x + (multiple - x % multiple) % multiple; }; for (var cutDown = 1; cutDown <= 4; cutDown *= 2) { var overGrownHeapSize = oldSize * (1 + .2 / cutDown); overGrownHeapSize = Math.min(overGrownHeapSize, requestedSize + 100663296); var newSize = Math.min(maxHeapSize, alignUp(Math.max(requestedSize, overGrownHeapSize), 65536)); var replacement = emscripten_realloc_buffer(newSize); if (replacement) { return true; } } return false; } var SYSCALLS = { varargs: undefined, get: function () { SYSCALLS.varargs += 4; var ret = HEAP32[SYSCALLS.varargs - 4 >> 2]; return ret; }, getStr: function (ptr) { var ret = UTF8ToString(ptr); return ret; } }; function _proc_exit(code) { EXITSTATUS = code; if (!keepRuntimeAlive()) { if (Module["onExit"]) Module["onExit"](code); ABORT = true; } quit_(code, new ExitStatus(code)); } function exitJS(status, implicit) { EXITSTATUS = status; _proc_exit(status); } var _exit = exitJS; var printCharBuffers = [null, [], []]; function printChar(stream, curr) { var buffer = printCharBuffers[stream]; if (curr === 0 || curr === 10) { (stream === 1 ? out : err)(UTF8ArrayToString(buffer, 0)); buffer.length = 0; } else { buffer.push(curr); } } function _fd_write(fd, iov, iovcnt, pnum) { var num = 0; for (var i = 0; i < iovcnt; i++) { var ptr = HEAPU32[iov >> 2]; var len = HEAPU32[iov + 4 >> 2]; iov += 8; for (var j = 0; j < len; j++) { printChar(fd, HEAPU8[ptr + j]); } num += len; } HEAPU32[pnum >> 2] = num; return 0; } function getCFunc(ident) { var func = Module["_" + ident]; return func; } function writeArrayToMemory(array, buffer) { HEAP8.set(array, buffer); } function ccall(ident, returnType, argTypes, args, opts) { var toC = { "string": function (str) { var ret = 0; if (str !== null && str !== undefined && str !== 0) { var len = (str.length << 2) + 1; ret = stackAlloc(len); stringToUTF8(str, ret, len); } return ret; }, "array": function (arr) { var ret = stackAlloc(arr.length); writeArrayToMemory(arr, ret); return ret; } }; function convertReturnValue(ret) { if (returnType === "string") { return UTF8ToString(ret); } if (returnType === "boolean") return Boolean(ret); return ret; } var func = getCFunc(ident); var cArgs = []; var stack = 0; if (args) { for (var i = 0; i < args.length; i++) { var converter = toC[argTypes[i]]; if (converter) { if (stack === 0) stack = stackSave(); cArgs[i] = converter(args[i]); } else { cArgs[i] = args[i]; } } } var ret = func.apply(null, cArgs); function onDone(ret) { if (stack !== 0) stackRestore(stack); return convertReturnValue(ret); } ret = onDone(ret); return ret; } function cwrap(ident, returnType, argTypes, opts) { argTypes = argTypes || []; var numericArgs = argTypes.every(function (type) { return type === "number" || type === "boolean"; }); var numericRet = returnType !== "string"; if (numericRet && numericArgs && !opts) { return getCFunc(ident); } return function () { return ccall(ident, returnType, argTypes, arguments, opts); }; } var asmLibraryArg = { "d": _emscripten_memcpy_big, "c": _emscripten_resize_heap, "a": _exit, "b": _fd_write }; var asm = createWasm(); var ___wasm_call_ctors = Module["___wasm_call_ctors"] = asm["f"]; var _fit_sarimax = Module["_fit_sarimax"] = asm["h"]; var _predict_sarimax = Module["_predict_sarimax"] = asm["i"]; var _fit_autoarima = Module["_fit_autoarima"] = asm["j"]; var _predict_autoarima = Module["_predict_autoarima"] = asm["k"]; var stackSave = Module["stackSave"] = asm["l"]; var stackRestore = Module["stackRestore"] = asm["m"]; var stackAlloc = Module["stackAlloc"] = asm["n"]; Module["ccall"] = ccall; Module["cwrap"] = cwrap; var calledRun; dependenciesFulfilled = function runCaller() { if (!calledRun) run(); if (!calledRun) dependenciesFulfilled = runCaller; }; function run(args) { args = args || arguments_; if (runDependencies > 0) { return; } preRun(); if (runDependencies > 0) { return; } function doRun() { if (calledRun) return; calledRun = true; Module["calledRun"] = true; if (ABORT) return; initRuntime(); readyPromiseResolve(Module); if (Module["onRuntimeInitialized"]) Module["onRuntimeInitialized"](); postRun(); } if (Module["setStatus"]) { Module["setStatus"]("Running..."); setTimeout(function () { setTimeout(function () { Module["setStatus"](""); }, 1); doRun(); }, 1); } else { doRun(); } } if (Module["preInit"]) { if (typeof Module["preInit"] == "function") Module["preInit"] = [Module["preInit"]]; while (Module["preInit"].length > 0) { Module["preInit"].pop()(); } } run(); return Module; }); })(); if (typeof exports === 'object' && typeof module === 'object') module.exports = Module; else if (typeof define === 'function' && define['amd']) define([], function () { return Module; }); else if (typeof exports === 'object') exports["Module"] = Module;